2023-08-04 12:10:09,507 semantic_segmentation INFO: Using 1 GPUs
2023-08-04 12:10:09,507 semantic_segmentation INFO: Namespace(aux=True, batch_size=8, crop_size=[512, 1024], data='./dataset/cityscapes/', dataset='citys', 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_citys_best_model.pth', teacher_pretrained_base='None', val_epoch=1, val_per_iters=800, weight_decay=0.0001, workers=8)
2023-08-04 12:10:15,461 semantic_segmentation INFO: Start training, Total Iterations 150000
2023-08-04 12:10:32,496 semantic_segmentation INFO: Iters: 10/150000 || Lr: 0.019999 || Task Loss: 1.9278 || KD Loss: 1.0843|| 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: 0:00:17 || Estimated Time: 2 days, 20:51:43
2023-08-04 12:10:47,563 semantic_segmentation INFO: Iters: 20/150000 || Lr: 0.019998 || Task Loss: 3.4301 || KD Loss: 2.5619|| 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: 0:00:32 || Estimated Time: 2 days, 17:48:28
2023-08-04 12:11:02,752 semantic_segmentation INFO: Iters: 30/150000 || Lr: 0.019997 || Task Loss: 1.5682 || KD Loss: 1.0030|| 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: 0:00:47 || Estimated Time: 2 days, 16:57:35
2023-08-04 12:11:18,014 semantic_segmentation INFO: Iters: 40/150000 || Lr: 0.019995 || Task Loss: 1.5004 || KD Loss: 0.9531|| 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: 0:01:02 || Estimated Time: 2 days, 16:36:24
2023-08-04 12:11:33,351 semantic_segmentation INFO: Iters: 50/150000 || Lr: 0.019994 || Task Loss: 1.4669 || KD Loss: 1.0094|| 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: 0:01:17 || Estimated Time: 2 days, 16:27:21
2023-08-04 12:11:48,760 semantic_segmentation INFO: Iters: 60/150000 || Lr: 0.019993 || Task Loss: 2.0614 || KD Loss: 1.3480|| 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: 0:01:33 || Estimated Time: 2 days, 16:24:19
2023-08-04 12:12:04,219 semantic_segmentation INFO: Iters: 70/150000 || Lr: 0.019992 || Task Loss: 2.2809 || KD Loss: 1.5542|| 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: 0:01:48 || Estimated Time: 2 days, 16:23:54
2023-08-04 12:12:19,717 semantic_segmentation INFO: Iters: 80/150000 || Lr: 0.019991 || Task Loss: 1.0209 || KD Loss: 0.6288|| 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: 0:02:04 || Estimated Time: 2 days, 16:24:39
2023-08-04 12:12:35,277 semantic_segmentation INFO: Iters: 90/150000 || Lr: 0.019989 || Task Loss: 1.2662 || KD Loss: 0.7481|| 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: 0:02:19 || Estimated Time: 2 days, 16:26:50
2023-08-04 12:12:50,891 semantic_segmentation INFO: Iters: 100/150000 || Lr: 0.019988 || Task Loss: 0.8670 || KD Loss: 0.5567|| 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: 0:02:35 || Estimated Time: 2 days, 16:30:02
2023-08-04 12:13:06,551 semantic_segmentation INFO: Iters: 110/150000 || Lr: 0.019987 || Task Loss: 1.7098 || KD Loss: 0.9009|| 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: 0:02:51 || Estimated Time: 2 days, 16:33:31
2023-08-04 12:13:22,281 semantic_segmentation INFO: Iters: 120/150000 || Lr: 0.019986 || Task Loss: 1.0914 || KD Loss: 0.7135|| 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: 0:03:06 || Estimated Time: 2 days, 16:37:51
2023-08-04 12:13:38,151 semantic_segmentation INFO: Iters: 130/150000 || Lr: 0.019985 || Task Loss: 1.0052 || KD Loss: 0.6283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:22 || Estimated Time: 2 days, 16:44:11
2023-08-04 12:13:54,092 semantic_segmentation INFO: Iters: 140/150000 || Lr: 0.019983 || Task Loss: 1.0818 || KD Loss: 0.6553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:38 || Estimated Time: 2 days, 16:50:49
2023-08-04 12:14:10,132 semantic_segmentation INFO: Iters: 150/150000 || Lr: 0.019982 || Task Loss: 1.8652 || KD Loss: 1.2892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:54 || Estimated Time: 2 days, 16:58:14
2023-08-04 12:14:26,219 semantic_segmentation INFO: Iters: 160/150000 || Lr: 0.019981 || Task Loss: 1.3813 || KD Loss: 0.8204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:10 || Estimated Time: 2 days, 17:05:23
2023-08-04 12:14:42,348 semantic_segmentation INFO: Iters: 170/150000 || Lr: 0.019980 || Task Loss: 1.0155 || KD Loss: 0.6014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:26 || Estimated Time: 2 days, 17:12:18
2023-08-04 12:14:58,545 semantic_segmentation INFO: Iters: 180/150000 || Lr: 0.019979 || Task Loss: 1.4073 || KD Loss: 0.8938|| 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: 0:04:43 || Estimated Time: 2 days, 17:19:29
2023-08-04 12:15:14,792 semantic_segmentation INFO: Iters: 190/150000 || Lr: 0.019977 || Task Loss: 1.1671 || KD Loss: 0.7380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:59 || Estimated Time: 2 days, 17:26:24
2023-08-04 12:15:31,089 semantic_segmentation INFO: Iters: 200/150000 || Lr: 0.019976 || Task Loss: 1.5198 || KD Loss: 1.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1312|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:33:11
2023-08-04 12:15:47,328 semantic_segmentation INFO: Iters: 210/150000 || Lr: 0.019975 || Task Loss: 1.4797 || KD Loss: 0.9395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:31 || Estimated Time: 2 days, 17:38:42
2023-08-04 12:16:03,553 semantic_segmentation INFO: Iters: 220/150000 || Lr: 0.019974 || Task Loss: 0.9453 || KD Loss: 0.6025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:48 || Estimated Time: 2 days, 17:43:45
2023-08-04 12:16:19,749 semantic_segmentation INFO: Iters: 230/150000 || Lr: 0.019973 || Task Loss: 0.9989 || KD Loss: 0.6347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1446|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:47:36
2023-08-04 12:16:35,888 semantic_segmentation INFO: Iters: 240/150000 || Lr: 0.019971 || Task Loss: 1.2867 || KD Loss: 0.7903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1371|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:50:48
2023-08-04 12:16:52,011 semantic_segmentation INFO: Iters: 250/150000 || Lr: 0.019970 || Task Loss: 0.9362 || KD Loss: 0.5323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:36 || Estimated Time: 2 days, 17:53:28
2023-08-04 12:17:08,098 semantic_segmentation INFO: Iters: 260/150000 || Lr: 0.019969 || Task Loss: 0.9687 || KD Loss: 0.5861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1298|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:52 || Estimated Time: 2 days, 17:55:35
2023-08-04 12:17:24,166 semantic_segmentation INFO: Iters: 270/150000 || Lr: 0.019968 || Task Loss: 1.0458 || KD Loss: 0.8831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1314|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:08 || Estimated Time: 2 days, 17:57:20
2023-08-04 12:17:40,202 semantic_segmentation INFO: Iters: 280/150000 || Lr: 0.019967 || Task Loss: 0.6775 || KD Loss: 0.3943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:24 || Estimated Time: 2 days, 17:58:42
2023-08-04 12:17:56,241 semantic_segmentation INFO: Iters: 290/150000 || Lr: 0.019965 || Task Loss: 1.0036 || KD Loss: 0.6227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1348|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:40 || Estimated Time: 2 days, 17:59:55
2023-08-04 12:18:12,239 semantic_segmentation INFO: Iters: 300/150000 || Lr: 0.019964 || Task Loss: 0.9356 || KD Loss: 0.5514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1236|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:56 || Estimated Time: 2 days, 18:00:44
2023-08-04 12:18:28,216 semantic_segmentation INFO: Iters: 310/150000 || Lr: 0.019963 || Task Loss: 0.7776 || KD Loss: 0.4478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:08:12 || Estimated Time: 2 days, 18:01:14
2023-08-04 12:18:44,187 semantic_segmentation INFO: Iters: 320/150000 || Lr: 0.019962 || Task Loss: 0.6558 || KD Loss: 0.3619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1460|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:08:28 || Estimated Time: 2 days, 18:01:45
2023-08-04 12:19:00,140 semantic_segmentation INFO: Iters: 330/150000 || Lr: 0.019961 || Task Loss: 0.8728 || KD Loss: 0.5261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:08:44 || Estimated Time: 2 days, 18:02:02
2023-08-04 12:19:16,062 semantic_segmentation INFO: Iters: 340/150000 || Lr: 0.019959 || Task Loss: 0.9566 || KD Loss: 0.6086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:00 || Estimated Time: 2 days, 18:02:05
2023-08-04 12:19:32,000 semantic_segmentation INFO: Iters: 350/150000 || Lr: 0.019958 || Task Loss: 0.7003 || KD Loss: 0.3895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:16 || Estimated Time: 2 days, 18:02:11
2023-08-04 12:19:47,923 semantic_segmentation INFO: Iters: 360/150000 || Lr: 0.019957 || Task Loss: 1.0540 || KD Loss: 0.6165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1178|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:32 || Estimated Time: 2 days, 18:02:09
2023-08-04 12:20:03,886 semantic_segmentation INFO: Iters: 370/150000 || Lr: 0.019956 || Task Loss: 1.4274 || KD Loss: 0.7590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1462|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:48 || Estimated Time: 2 days, 18:02:25
2023-08-04 12:20:19,822 semantic_segmentation INFO: Iters: 380/150000 || Lr: 0.019955 || Task Loss: 0.8630 || KD Loss: 0.4981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:04 || Estimated Time: 2 days, 18:02:28
2023-08-04 12:20:35,752 semantic_segmentation INFO: Iters: 390/150000 || Lr: 0.019953 || Task Loss: 0.9499 || KD Loss: 0.5375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1311|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:20 || Estimated Time: 2 days, 18:02:27
2023-08-04 12:20:51,674 semantic_segmentation INFO: Iters: 400/150000 || Lr: 0.019952 || Task Loss: 0.8854 || KD Loss: 0.5418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:36 || Estimated Time: 2 days, 18:02:22
2023-08-04 12:21:07,600 semantic_segmentation INFO: Iters: 410/150000 || Lr: 0.019951 || Task Loss: 0.9055 || KD Loss: 0.5236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:52 || Estimated Time: 2 days, 18:02:18
2023-08-04 12:21:23,500 semantic_segmentation INFO: Iters: 420/150000 || Lr: 0.019950 || Task Loss: 0.8342 || KD Loss: 0.4745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1313|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:08 || Estimated Time: 2 days, 18:02:07
2023-08-04 12:21:39,414 semantic_segmentation INFO: Iters: 430/150000 || Lr: 0.019949 || Task Loss: 0.7581 || KD Loss: 0.4839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:23 || Estimated Time: 2 days, 18:01:58
2023-08-04 12:21:55,340 semantic_segmentation INFO: Iters: 440/150000 || Lr: 0.019947 || Task Loss: 0.6916 || KD Loss: 0.4147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:39 || Estimated Time: 2 days, 18:01:53
2023-08-04 12:22:11,254 semantic_segmentation INFO: Iters: 450/150000 || Lr: 0.019946 || Task Loss: 0.8473 || KD Loss: 0.5230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:55 || Estimated Time: 2 days, 18:01:43
2023-08-04 12:22:27,140 semantic_segmentation INFO: Iters: 460/150000 || Lr: 0.019945 || Task Loss: 0.8266 || KD Loss: 0.5145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:11 || Estimated Time: 2 days, 18:01:25
2023-08-04 12:22:43,051 semantic_segmentation INFO: Iters: 470/150000 || Lr: 0.019944 || Task Loss: 0.6240 || KD Loss: 0.3769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:27 || Estimated Time: 2 days, 18:01:13
2023-08-04 12:22:58,967 semantic_segmentation INFO: Iters: 480/150000 || Lr: 0.019943 || Task Loss: 0.7628 || KD Loss: 0.4497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:43 || Estimated Time: 2 days, 18:01:03
2023-08-04 12:23:14,872 semantic_segmentation INFO: Iters: 490/150000 || Lr: 0.019941 || Task Loss: 0.9648 || KD Loss: 0.6777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:59 || Estimated Time: 2 days, 18:00:52
2023-08-04 12:23:30,771 semantic_segmentation INFO: Iters: 500/150000 || Lr: 0.019940 || Task Loss: 0.6640 || KD Loss: 0.3646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:15 || Estimated Time: 2 days, 18:00:36
2023-08-04 12:23:46,689 semantic_segmentation INFO: Iters: 510/150000 || Lr: 0.019939 || Task Loss: 0.5524 || KD Loss: 0.3396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:31 || Estimated Time: 2 days, 18:00:26
2023-08-04 12:24:02,627 semantic_segmentation INFO: Iters: 520/150000 || Lr: 0.019938 || Task Loss: 0.8398 || KD Loss: 0.4863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1114|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:47 || Estimated Time: 2 days, 18:00:24
2023-08-04 12:24:18,557 semantic_segmentation INFO: Iters: 530/150000 || Lr: 0.019937 || Task Loss: 0.7127 || KD Loss: 0.4080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:03 || Estimated Time: 2 days, 18:00:18
2023-08-04 12:24:34,475 semantic_segmentation INFO: Iters: 540/150000 || Lr: 0.019935 || Task Loss: 1.2068 || KD Loss: 0.6811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1170|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:19 || Estimated Time: 2 days, 18:00:07
2023-08-04 12:24:50,390 semantic_segmentation INFO: Iters: 550/150000 || Lr: 0.019934 || Task Loss: 0.5466 || KD Loss: 0.3040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1132|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:59:55
2023-08-04 12:25:06,311 semantic_segmentation INFO: Iters: 560/150000 || Lr: 0.019933 || Task Loss: 1.3126 || KD Loss: 0.9549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1196|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:59:47
2023-08-04 12:25:22,251 semantic_segmentation INFO: Iters: 570/150000 || Lr: 0.019932 || Task Loss: 0.8422 || KD Loss: 0.4923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:06 || Estimated Time: 2 days, 17:59:40
2023-08-04 12:25:38,147 semantic_segmentation INFO: Iters: 580/150000 || Lr: 0.019931 || Task Loss: 0.6811 || KD Loss: 0.3936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:22 || Estimated Time: 2 days, 17:59:23
2023-08-04 12:25:54,074 semantic_segmentation INFO: Iters: 590/150000 || Lr: 0.019929 || Task Loss: 0.5743 || KD Loss: 0.3199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:38 || Estimated Time: 2 days, 17:59:14
2023-08-04 12:26:10,000 semantic_segmentation INFO: Iters: 600/150000 || Lr: 0.019928 || Task Loss: 0.6011 || KD Loss: 0.4254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1027|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:54 || Estimated Time: 2 days, 17:59:07
2023-08-04 12:26:25,906 semantic_segmentation INFO: Iters: 610/150000 || Lr: 0.019927 || Task Loss: 0.6160 || KD Loss: 0.3754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1012|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:10 || Estimated Time: 2 days, 17:58:52
2023-08-04 12:26:41,802 semantic_segmentation INFO: Iters: 620/150000 || Lr: 0.019926 || Task Loss: 1.0793 || KD Loss: 0.5888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1184|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:26 || Estimated Time: 2 days, 17:58:35
2023-08-04 12:26:57,685 semantic_segmentation INFO: Iters: 630/150000 || Lr: 0.019925 || Task Loss: 1.0269 || KD Loss: 0.5956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1126|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:42 || Estimated Time: 2 days, 17:58:17
2023-08-04 12:27:13,606 semantic_segmentation INFO: Iters: 640/150000 || Lr: 0.019923 || Task Loss: 0.7945 || KD Loss: 0.4588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1155|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:58 || Estimated Time: 2 days, 17:58:04
2023-08-04 12:27:29,516 semantic_segmentation INFO: Iters: 650/150000 || Lr: 0.019922 || Task Loss: 0.5355 || KD Loss: 0.2842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:14 || Estimated Time: 2 days, 17:57:50
2023-08-04 12:27:45,421 semantic_segmentation INFO: Iters: 660/150000 || Lr: 0.019921 || Task Loss: 0.6589 || KD Loss: 0.4355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:29 || Estimated Time: 2 days, 17:57:34
2023-08-04 12:28:01,326 semantic_segmentation INFO: Iters: 670/150000 || Lr: 0.019920 || Task Loss: 0.6215 || KD Loss: 0.3732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1265|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:45 || Estimated Time: 2 days, 17:57:21
2023-08-04 12:28:17,225 semantic_segmentation INFO: Iters: 680/150000 || Lr: 0.019919 || Task Loss: 0.5834 || KD Loss: 0.2831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:01 || Estimated Time: 2 days, 17:57:05
2023-08-04 12:28:33,121 semantic_segmentation INFO: Iters: 690/150000 || Lr: 0.019917 || Task Loss: 0.4474 || KD Loss: 0.2672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:17 || Estimated Time: 2 days, 17:56:48
2023-08-04 12:28:49,034 semantic_segmentation INFO: Iters: 700/150000 || Lr: 0.019916 || Task Loss: 0.7547 || KD Loss: 0.4236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:33 || Estimated Time: 2 days, 17:56:34
2023-08-04 12:29:04,921 semantic_segmentation INFO: Iters: 710/150000 || Lr: 0.019915 || Task Loss: 0.4104 || KD Loss: 0.2166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:49 || Estimated Time: 2 days, 17:56:16
2023-08-04 12:29:20,826 semantic_segmentation INFO: Iters: 720/150000 || Lr: 0.019914 || Task Loss: 0.6456 || KD Loss: 0.3414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:05 || Estimated Time: 2 days, 17:56:01
2023-08-04 12:29:36,716 semantic_segmentation INFO: Iters: 730/150000 || Lr: 0.019912 || Task Loss: 0.5162 || KD Loss: 0.2758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1054|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:21 || Estimated Time: 2 days, 17:55:43
2023-08-04 12:29:52,628 semantic_segmentation INFO: Iters: 740/150000 || Lr: 0.019911 || Task Loss: 0.6102 || KD Loss: 0.3468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:37 || Estimated Time: 2 days, 17:55:30
2023-08-04 12:30:08,540 semantic_segmentation INFO: Iters: 750/150000 || Lr: 0.019910 || Task Loss: 0.7317 || KD Loss: 0.3853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1039|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:53 || Estimated Time: 2 days, 17:55:16
2023-08-04 12:30:24,435 semantic_segmentation INFO: Iters: 760/150000 || Lr: 0.019909 || Task Loss: 0.7956 || KD Loss: 0.4938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:08 || Estimated Time: 2 days, 17:54:59
2023-08-04 12:30:40,328 semantic_segmentation INFO: Iters: 770/150000 || Lr: 0.019908 || Task Loss: 0.3513 || KD Loss: 0.1777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:24 || Estimated Time: 2 days, 17:54:41
2023-08-04 12:30:56,222 semantic_segmentation INFO: Iters: 780/150000 || Lr: 0.019906 || Task Loss: 1.2970 || KD Loss: 0.7899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:40 || Estimated Time: 2 days, 17:54:24
2023-08-04 12:31:12,116 semantic_segmentation INFO: Iters: 790/150000 || Lr: 0.019905 || Task Loss: 0.5338 || KD Loss: 0.3200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:56 || Estimated Time: 2 days, 17:54:07
2023-08-04 12:31:28,000 semantic_segmentation INFO: Iters: 800/150000 || Lr: 0.019904 || Task Loss: 0.4870 || KD Loss: 0.2989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:12 || Estimated Time: 2 days, 17:53:48
2023-08-04 12:31:28,112 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 12:31:29,005 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.923, mIoU: 0.292
2023-08-04 12:31:29,131 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.933, mIoU: 0.290
2023-08-04 12:31:29,256 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.936, mIoU: 0.287
2023-08-04 12:31:29,379 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.936, mIoU: 0.293
2023-08-04 12:31:29,495 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.935, mIoU: 0.286
2023-08-04 12:31:29,613 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.935, mIoU: 0.291
2023-08-04 12:31:29,732 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.934, mIoU: 0.304
2023-08-04 12:31:29,849 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.932, mIoU: 0.314
2023-08-04 12:31:29,966 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.931, mIoU: 0.319
2023-08-04 12:31:30,083 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.924, mIoU: 0.321
2023-08-04 12:31:30,200 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.922, mIoU: 0.331
2023-08-04 12:31:30,316 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.917, mIoU: 0.357
2023-08-04 12:31:30,434 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.916, mIoU: 0.356
2023-08-04 12:31:30,552 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.916, mIoU: 0.354
2023-08-04 12:31:30,670 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.913, mIoU: 0.352
2023-08-04 12:31:30,787 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.911, mIoU: 0.349
2023-08-04 12:31:30,905 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.910, mIoU: 0.354
2023-08-04 12:31:31,022 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.910, mIoU: 0.356
2023-08-04 12:31:31,139 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.907, mIoU: 0.357
2023-08-04 12:31:31,257 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.907, mIoU: 0.368
2023-08-04 12:31:31,375 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.907, mIoU: 0.371
2023-08-04 12:31:31,492 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.898, mIoU: 0.366
2023-08-04 12:31:31,613 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.898, mIoU: 0.365
2023-08-04 12:31:31,731 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.895, mIoU: 0.363
2023-08-04 12:31:31,849 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.890, mIoU: 0.367
2023-08-04 12:31:31,967 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.889, mIoU: 0.369
2023-08-04 12:31:32,084 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.888, mIoU: 0.368
2023-08-04 12:31:32,203 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.888, mIoU: 0.366
2023-08-04 12:31:32,321 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.885, mIoU: 0.363
2023-08-04 12:31:32,440 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.884, mIoU: 0.357
2023-08-04 12:31:32,557 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.884, mIoU: 0.358
2023-08-04 12:31:32,674 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.884, mIoU: 0.356
2023-08-04 12:31:32,792 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.885, mIoU: 0.357
2023-08-04 12:31:32,911 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.883, mIoU: 0.353
2023-08-04 12:31:33,028 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.884, mIoU: 0.357
2023-08-04 12:31:33,145 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.884, mIoU: 0.357
2023-08-04 12:31:33,262 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.884, mIoU: 0.355
2023-08-04 12:31:33,380 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.881, mIoU: 0.352
2023-08-04 12:31:33,499 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.880, mIoU: 0.349
2023-08-04 12:31:33,617 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.881, mIoU: 0.350
2023-08-04 12:31:33,733 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.881, mIoU: 0.348
2023-08-04 12:31:33,851 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.882, mIoU: 0.348
2023-08-04 12:31:33,969 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.883, mIoU: 0.348
2023-08-04 12:31:34,088 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.884, mIoU: 0.349
2023-08-04 12:31:34,206 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.884, mIoU: 0.349
2023-08-04 12:31:34,326 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.885, mIoU: 0.349
2023-08-04 12:31:34,445 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.886, mIoU: 0.349
2023-08-04 12:31:34,562 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.888, mIoU: 0.349
2023-08-04 12:31:34,681 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.887, mIoU: 0.349
2023-08-04 12:31:34,798 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.887, mIoU: 0.348
2023-08-04 12:31:34,915 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.887, mIoU: 0.347
2023-08-04 12:31:35,034 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.885, mIoU: 0.347
2023-08-04 12:31:35,150 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.884, mIoU: 0.340
2023-08-04 12:31:35,268 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.882, mIoU: 0.335
2023-08-04 12:31:35,385 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.881, mIoU: 0.335
2023-08-04 12:31:35,502 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.881, mIoU: 0.334
2023-08-04 12:31:35,618 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.881, mIoU: 0.335
2023-08-04 12:31:35,736 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.881, mIoU: 0.337
2023-08-04 12:31:35,854 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.880, mIoU: 0.338
2023-08-04 12:31:35,971 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.880, mIoU: 0.338
2023-08-04 12:31:36,091 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.878, mIoU: 0.336
2023-08-04 12:31:36,209 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.877, mIoU: 0.335
2023-08-04 12:31:36,327 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.877, mIoU: 0.334
2023-08-04 12:31:36,445 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.877, mIoU: 0.334
2023-08-04 12:31:36,562 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.875, mIoU: 0.334
2023-08-04 12:31:36,680 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.874, mIoU: 0.333
2023-08-04 12:31:36,797 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.873, mIoU: 0.331
2023-08-04 12:31:36,916 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.871, mIoU: 0.330
2023-08-04 12:31:37,033 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.871, mIoU: 0.330
2023-08-04 12:31:37,150 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.872, mIoU: 0.330
2023-08-04 12:31:37,268 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.872, mIoU: 0.330
2023-08-04 12:31:37,386 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.873, mIoU: 0.330
2023-08-04 12:31:37,505 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.873, mIoU: 0.329
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2023-08-04 12:31:37,741 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.873, mIoU: 0.330
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2023-08-04 12:31:37,975 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.874, mIoU: 0.331
2023-08-04 12:31:38,091 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.874, mIoU: 0.331
2023-08-04 12:31:38,207 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.873, mIoU: 0.331
2023-08-04 12:31:38,324 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.873, mIoU: 0.331
2023-08-04 12:31:38,442 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.872, mIoU: 0.333
2023-08-04 12:31:38,559 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.872, mIoU: 0.332
2023-08-04 12:31:38,677 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.872, mIoU: 0.332
2023-08-04 12:31:38,795 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.871, mIoU: 0.332
2023-08-04 12:31:38,913 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.868, mIoU: 0.332
2023-08-04 12:31:39,031 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.868, mIoU: 0.331
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2023-08-04 12:31:39,269 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.869, mIoU: 0.332
2023-08-04 12:31:39,387 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.868, mIoU: 0.331
2023-08-04 12:31:39,505 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.869, mIoU: 0.332
2023-08-04 12:31:39,624 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.869, mIoU: 0.331
2023-08-04 12:31:39,742 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.868, mIoU: 0.331
2023-08-04 12:31:39,860 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.868, mIoU: 0.331
2023-08-04 12:31:39,978 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.869, mIoU: 0.332
2023-08-04 12:31:40,096 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.870, mIoU: 0.332
2023-08-04 12:31:40,213 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.870, mIoU: 0.332
2023-08-04 12:31:40,334 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.870, mIoU: 0.332
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2023-08-04 12:31:40,568 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.869, mIoU: 0.333
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2023-08-04 12:31:40,802 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.865, mIoU: 0.330
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2023-08-04 12:31:41,391 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.866, mIoU: 0.331
2023-08-04 12:31:41,512 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.867, mIoU: 0.332
2023-08-04 12:31:41,630 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.866, mIoU: 0.332
2023-08-04 12:31:41,748 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.866, mIoU: 0.332
2023-08-04 12:31:41,865 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.866, mIoU: 0.332
2023-08-04 12:31:41,985 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.866, mIoU: 0.332
2023-08-04 12:31:42,101 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.866, mIoU: 0.332
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2023-08-04 12:31:42,335 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.866, mIoU: 0.332
2023-08-04 12:31:42,455 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.867, mIoU: 0.333
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2023-08-04 12:31:42,924 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.866, mIoU: 0.331
2023-08-04 12:31:43,041 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.866, mIoU: 0.331
2023-08-04 12:31:43,159 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.866, mIoU: 0.331
2023-08-04 12:31:43,277 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.866, mIoU: 0.331
2023-08-04 12:31:43,394 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.866, mIoU: 0.331
2023-08-04 12:31:43,512 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.866, mIoU: 0.331
2023-08-04 12:31:43,630 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.866, mIoU: 0.331
2023-08-04 12:31:43,747 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.865, mIoU: 0.330
2023-08-04 12:31:43,865 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.864, mIoU: 0.330
2023-08-04 12:31:43,983 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.865, mIoU: 0.331
2023-08-04 12:31:44,101 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.865, mIoU: 0.331
2023-08-04 12:31:44,218 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.866, mIoU: 0.331
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2023-08-04 12:31:44,693 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.868, mIoU: 0.331
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2023-08-04 12:31:44,929 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.869, mIoU: 0.331
2023-08-04 12:31:45,050 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.869, mIoU: 0.332
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2023-08-04 12:31:46,114 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.867, mIoU: 0.330
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2023-08-04 12:31:46,823 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.868, mIoU: 0.330
2023-08-04 12:31:46,941 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.868, mIoU: 0.330
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2023-08-04 12:31:47,294 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.868, mIoU: 0.329
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2023-08-04 12:32:18,424 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.884, mIoU: 0.342
2023-08-04 12:32:18,541 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.884, mIoU: 0.342
2023-08-04 12:32:18,660 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.884, mIoU: 0.342
2023-08-04 12:32:18,778 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.884, mIoU: 0.342
2023-08-04 12:32:18,897 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.884, mIoU: 0.342
2023-08-04 12:32:19,017 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.884, mIoU: 0.342
2023-08-04 12:32:19,135 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.885, mIoU: 0.342
2023-08-04 12:32:19,253 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.885, mIoU: 0.342
2023-08-04 12:32:19,372 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.885, mIoU: 0.342
2023-08-04 12:32:19,491 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.885, mIoU: 0.342
2023-08-04 12:32:19,609 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.885, mIoU: 0.342
2023-08-04 12:32:19,726 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.885, mIoU: 0.342
2023-08-04 12:32:19,843 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.885, mIoU: 0.342
2023-08-04 12:32:19,961 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.885, mIoU: 0.342
2023-08-04 12:32:20,079 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:20,197 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:20,315 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:20,431 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:20,549 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:20,667 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.886, mIoU: 0.343
2023-08-04 12:32:20,785 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.886, mIoU: 0.343
2023-08-04 12:32:20,903 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:21,021 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:21,139 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:21,258 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:21,377 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:21,495 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.886, mIoU: 0.342
2023-08-04 12:32:21,612 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:21,731 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:21,849 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:21,968 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:22,085 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:22,203 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:22,322 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:22,440 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:22,558 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:22,676 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:22,794 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:22,912 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:23,031 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:23,146 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:23,264 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:23,382 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:23,500 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:23,619 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:23,738 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:23,855 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.887, mIoU: 0.342
2023-08-04 12:32:23,973 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:24,091 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:24,209 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:24,327 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:24,445 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:24,563 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:24,681 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:24,800 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:24,915 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:25,034 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:25,153 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:25,273 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:25,391 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.887, mIoU: 0.341
2023-08-04 12:32:25,510 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.888, mIoU: 0.341
2023-08-04 12:32:25,629 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.888, mIoU: 0.341
2023-08-04 12:32:25,747 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.888, mIoU: 0.341
2023-08-04 12:32:25,864 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.888, mIoU: 0.341
2023-08-04 12:32:25,983 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.888, mIoU: 0.341
2023-08-04 12:32:26,100 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.888, mIoU: 0.341
2023-08-04 12:32:26,218 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.888, mIoU: 0.341
2023-08-04 12:32:26,335 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.888, mIoU: 0.342
2023-08-04 12:32:26,453 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.888, mIoU: 0.342
2023-08-04 12:32:26,570 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.888, mIoU: 0.342
2023-08-04 12:32:26,688 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.888, mIoU: 0.342
2023-08-04 12:32:26,806 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.888, mIoU: 0.342
2023-08-04 12:32:26,924 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.888, mIoU: 0.342
2023-08-04 12:32:27,043 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.888, mIoU: 0.342
2023-08-04 12:32:27,159 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.888, mIoU: 0.342
2023-08-04 12:32:27,278 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.888, mIoU: 0.343
2023-08-04 12:32:27,396 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.888, mIoU: 0.343
2023-08-04 12:32:27,516 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.888, mIoU: 0.343
2023-08-04 12:32:27,633 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.888, mIoU: 0.343
2023-08-04 12:32:27,752 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.889, mIoU: 0.343
2023-08-04 12:32:27,870 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.889, mIoU: 0.343
2023-08-04 12:32:43,899 semantic_segmentation INFO: Iters: 810/150000 || Lr: 0.019903 || Task Loss: 0.6163 || KD Loss: 0.3185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:28 || Estimated Time: 2 days, 20:57:43
2023-08-04 12:32:59,818 semantic_segmentation INFO: Iters: 820/150000 || Lr: 0.019902 || Task Loss: 0.5632 || KD Loss: 0.2707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:44 || Estimated Time: 2 days, 20:55:16
2023-08-04 12:33:15,754 semantic_segmentation INFO: Iters: 830/150000 || Lr: 0.019900 || Task Loss: 1.0776 || KD Loss: 0.6177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:00 || Estimated Time: 2 days, 20:52:54
2023-08-04 12:33:31,680 semantic_segmentation INFO: Iters: 840/150000 || Lr: 0.019899 || Task Loss: 0.6064 || KD Loss: 0.3328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:16 || Estimated Time: 2 days, 20:50:33
2023-08-04 12:33:47,620 semantic_segmentation INFO: Iters: 850/150000 || Lr: 0.019898 || Task Loss: 1.0686 || KD Loss: 0.5494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:32 || Estimated Time: 2 days, 20:48:18
2023-08-04 12:34:03,552 semantic_segmentation INFO: Iters: 860/150000 || Lr: 0.019897 || Task Loss: 0.8543 || KD Loss: 0.5016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:48 || Estimated Time: 2 days, 20:46:04
2023-08-04 12:34:19,493 semantic_segmentation INFO: Iters: 870/150000 || Lr: 0.019896 || Task Loss: 0.6915 || KD Loss: 0.3384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1082|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:04 || Estimated Time: 2 days, 20:43:55
2023-08-04 12:34:35,401 semantic_segmentation INFO: Iters: 880/150000 || Lr: 0.019894 || Task Loss: 1.3346 || KD Loss: 0.8324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:19 || Estimated Time: 2 days, 20:41:42
2023-08-04 12:34:51,303 semantic_segmentation INFO: Iters: 890/150000 || Lr: 0.019893 || Task Loss: 0.5775 || KD Loss: 0.3196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:35 || Estimated Time: 2 days, 20:39:31
2023-08-04 12:35:07,214 semantic_segmentation INFO: Iters: 900/150000 || Lr: 0.019892 || Task Loss: 0.6064 || KD Loss: 0.3309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 20:37:25
2023-08-04 12:35:23,126 semantic_segmentation INFO: Iters: 910/150000 || Lr: 0.019891 || Task Loss: 0.4883 || KD Loss: 0.2629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 20:35:20
2023-08-04 12:35:39,019 semantic_segmentation INFO: Iters: 920/150000 || Lr: 0.019890 || Task Loss: 0.6120 || KD Loss: 0.3014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:23 || Estimated Time: 2 days, 20:33:15
2023-08-04 12:35:54,919 semantic_segmentation INFO: Iters: 930/150000 || Lr: 0.019888 || Task Loss: 0.5119 || KD Loss: 0.2665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:39 || Estimated Time: 2 days, 20:31:14
2023-08-04 12:36:10,813 semantic_segmentation INFO: Iters: 940/150000 || Lr: 0.019887 || Task Loss: 0.7411 || KD Loss: 0.4497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1141|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:55 || Estimated Time: 2 days, 20:29:14
2023-08-04 12:36:26,705 semantic_segmentation INFO: Iters: 950/150000 || Lr: 0.019886 || Task Loss: 0.5238 || KD Loss: 0.2517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:11 || Estimated Time: 2 days, 20:27:15
2023-08-04 12:36:42,595 semantic_segmentation INFO: Iters: 960/150000 || Lr: 0.019885 || Task Loss: 0.4915 || KD Loss: 0.2816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:27 || Estimated Time: 2 days, 20:25:20
2023-08-04 12:36:58,484 semantic_segmentation INFO: Iters: 970/150000 || Lr: 0.019884 || Task Loss: 1.4572 || KD Loss: 0.9861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1087|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:43 || Estimated Time: 2 days, 20:23:24
2023-08-04 12:37:14,386 semantic_segmentation INFO: Iters: 980/150000 || Lr: 0.019882 || Task Loss: 0.7486 || KD Loss: 0.4127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1108|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:58 || Estimated Time: 2 days, 20:21:34
2023-08-04 12:37:30,264 semantic_segmentation INFO: Iters: 990/150000 || Lr: 0.019881 || Task Loss: 1.1127 || KD Loss: 0.6154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:14 || Estimated Time: 2 days, 20:19:41
2023-08-04 12:37:46,148 semantic_segmentation INFO: Iters: 1000/150000 || Lr: 0.019880 || Task Loss: 0.5334 || KD Loss: 0.2679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:30 || Estimated Time: 2 days, 20:17:52
2023-08-04 12:38:02,049 semantic_segmentation INFO: Iters: 1010/150000 || Lr: 0.019879 || Task Loss: 0.7130 || KD Loss: 0.3596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:46 || Estimated Time: 2 days, 20:16:07
2023-08-04 12:38:17,950 semantic_segmentation INFO: Iters: 1020/150000 || Lr: 0.019878 || Task Loss: 0.5958 || KD Loss: 0.3307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:02 || Estimated Time: 2 days, 20:14:23
2023-08-04 12:38:33,869 semantic_segmentation INFO: Iters: 1030/150000 || Lr: 0.019876 || Task Loss: 1.0300 || KD Loss: 0.5282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:18 || Estimated Time: 2 days, 20:12:45
2023-08-04 12:38:49,775 semantic_segmentation INFO: Iters: 1040/150000 || Lr: 0.019875 || Task Loss: 0.6597 || KD Loss: 0.3742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:34 || Estimated Time: 2 days, 20:11:05
2023-08-04 12:39:05,696 semantic_segmentation INFO: Iters: 1050/150000 || Lr: 0.019874 || Task Loss: 0.8367 || KD Loss: 0.4280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1120|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:50 || Estimated Time: 2 days, 20:09:29
2023-08-04 12:39:21,639 semantic_segmentation INFO: Iters: 1060/150000 || Lr: 0.019873 || Task Loss: 0.6371 || KD Loss: 0.3761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:06 || Estimated Time: 2 days, 20:07:58
2023-08-04 12:39:37,589 semantic_segmentation INFO: Iters: 1070/150000 || Lr: 0.019872 || Task Loss: 0.4916 || KD Loss: 0.2566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:22 || Estimated Time: 2 days, 20:06:30
2023-08-04 12:39:53,527 semantic_segmentation INFO: Iters: 1080/150000 || Lr: 0.019870 || Task Loss: 0.5596 || KD Loss: 0.3335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:38 || Estimated Time: 2 days, 20:05:01
2023-08-04 12:40:09,472 semantic_segmentation INFO: Iters: 1090/150000 || Lr: 0.019869 || Task Loss: 0.4380 || KD Loss: 0.1972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:54 || Estimated Time: 2 days, 20:03:34
2023-08-04 12:40:25,419 semantic_segmentation INFO: Iters: 1100/150000 || Lr: 0.019868 || Task Loss: 0.4246 || KD Loss: 0.2540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:09 || Estimated Time: 2 days, 20:02:10
2023-08-04 12:40:41,363 semantic_segmentation INFO: Iters: 1110/150000 || Lr: 0.019867 || Task Loss: 0.4119 || KD Loss: 0.2067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:25 || Estimated Time: 2 days, 20:00:45
2023-08-04 12:40:57,322 semantic_segmentation INFO: Iters: 1120/150000 || Lr: 0.019866 || Task Loss: 0.6931 || KD Loss: 0.4278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1059|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:41 || Estimated Time: 2 days, 19:59:24
2023-08-04 12:41:13,266 semantic_segmentation INFO: Iters: 1130/150000 || Lr: 0.019864 || Task Loss: 0.9292 || KD Loss: 0.5913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:57 || Estimated Time: 2 days, 19:58:02
2023-08-04 12:41:29,214 semantic_segmentation INFO: Iters: 1140/150000 || Lr: 0.019863 || Task Loss: 0.7226 || KD Loss: 0.3855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:13 || Estimated Time: 2 days, 19:56:42
2023-08-04 12:41:45,183 semantic_segmentation INFO: Iters: 1150/150000 || Lr: 0.019862 || Task Loss: 0.7900 || KD Loss: 0.4509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:29 || Estimated Time: 2 days, 19:55:25
2023-08-04 12:42:01,123 semantic_segmentation INFO: Iters: 1160/150000 || Lr: 0.019861 || Task Loss: 0.5417 || KD Loss: 0.3081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1007|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:45 || Estimated Time: 2 days, 19:54:07
2023-08-04 12:42:17,057 semantic_segmentation INFO: Iters: 1170/150000 || Lr: 0.019860 || Task Loss: 0.4496 || KD Loss: 0.3219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:01 || Estimated Time: 2 days, 19:52:48
2023-08-04 12:42:33,010 semantic_segmentation INFO: Iters: 1180/150000 || Lr: 0.019858 || Task Loss: 0.5247 || KD Loss: 0.2422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:17 || Estimated Time: 2 days, 19:51:33
2023-08-04 12:42:48,976 semantic_segmentation INFO: Iters: 1190/150000 || Lr: 0.019857 || Task Loss: 0.6051 || KD Loss: 0.3378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:33 || Estimated Time: 2 days, 19:50:21
2023-08-04 12:43:04,917 semantic_segmentation INFO: Iters: 1200/150000 || Lr: 0.019856 || Task Loss: 0.3918 || KD Loss: 0.2616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:49 || Estimated Time: 2 days, 19:49:05
2023-08-04 12:43:20,862 semantic_segmentation INFO: Iters: 1210/150000 || Lr: 0.019855 || Task Loss: 0.4788 || KD Loss: 0.2494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1158|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:05 || Estimated Time: 2 days, 19:47:52
2023-08-04 12:43:36,791 semantic_segmentation INFO: Iters: 1220/150000 || Lr: 0.019854 || Task Loss: 0.5247 || KD Loss: 0.2421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:21 || Estimated Time: 2 days, 19:46:37
2023-08-04 12:43:52,728 semantic_segmentation INFO: Iters: 1230/150000 || Lr: 0.019852 || Task Loss: 0.5968 || KD Loss: 0.3182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:37 || Estimated Time: 2 days, 19:45:26
2023-08-04 12:44:08,648 semantic_segmentation INFO: Iters: 1240/150000 || Lr: 0.019851 || Task Loss: 0.9122 || KD Loss: 0.5250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:53 || Estimated Time: 2 days, 19:44:12
2023-08-04 12:44:24,576 semantic_segmentation INFO: Iters: 1250/150000 || Lr: 0.019850 || Task Loss: 0.5265 || KD Loss: 0.2940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:43:00
2023-08-04 12:44:40,499 semantic_segmentation INFO: Iters: 1260/150000 || Lr: 0.019849 || Task Loss: 0.5257 || KD Loss: 0.2836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:41:49
2023-08-04 12:44:56,412 semantic_segmentation INFO: Iters: 1270/150000 || Lr: 0.019848 || Task Loss: 0.6037 || KD Loss: 0.2567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:40 || Estimated Time: 2 days, 19:40:38
2023-08-04 12:45:12,328 semantic_segmentation INFO: Iters: 1280/150000 || Lr: 0.019846 || Task Loss: 0.6219 || KD Loss: 0.4230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:56 || Estimated Time: 2 days, 19:39:27
2023-08-04 12:45:28,233 semantic_segmentation INFO: Iters: 1290/150000 || Lr: 0.019845 || Task Loss: 0.8874 || KD Loss: 0.4769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:12 || Estimated Time: 2 days, 19:38:16
2023-08-04 12:45:44,163 semantic_segmentation INFO: Iters: 1300/150000 || Lr: 0.019844 || Task Loss: 0.6837 || KD Loss: 0.4512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:28 || Estimated Time: 2 days, 19:37:09
2023-08-04 12:46:00,077 semantic_segmentation INFO: Iters: 1310/150000 || Lr: 0.019843 || Task Loss: 0.3894 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:44 || Estimated Time: 2 days, 19:36:01
2023-08-04 12:46:15,978 semantic_segmentation INFO: Iters: 1320/150000 || Lr: 0.019842 || Task Loss: 0.8364 || KD Loss: 0.4791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:00 || Estimated Time: 2 days, 19:34:51
2023-08-04 12:46:31,884 semantic_segmentation INFO: Iters: 1330/150000 || Lr: 0.019840 || Task Loss: 0.4364 || KD Loss: 0.2246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:16 || Estimated Time: 2 days, 19:33:44
2023-08-04 12:46:47,780 semantic_segmentation INFO: Iters: 1340/150000 || Lr: 0.019839 || Task Loss: 0.9632 || KD Loss: 0.5873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:32 || Estimated Time: 2 days, 19:32:37
2023-08-04 12:47:03,716 semantic_segmentation INFO: Iters: 1350/150000 || Lr: 0.019838 || Task Loss: 0.8288 || KD Loss: 0.4217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:48 || Estimated Time: 2 days, 19:31:34
2023-08-04 12:47:19,635 semantic_segmentation INFO: Iters: 1360/150000 || Lr: 0.019837 || Task Loss: 0.8192 || KD Loss: 0.3862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1086|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:04 || Estimated Time: 2 days, 19:30:30
2023-08-04 12:47:35,556 semantic_segmentation INFO: Iters: 1370/150000 || Lr: 0.019836 || Task Loss: 0.5091 || KD Loss: 0.2906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:20 || Estimated Time: 2 days, 19:29:27
2023-08-04 12:47:51,487 semantic_segmentation INFO: Iters: 1380/150000 || Lr: 0.019834 || Task Loss: 0.4553 || KD Loss: 0.2070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:36 || Estimated Time: 2 days, 19:28:26
2023-08-04 12:48:07,424 semantic_segmentation INFO: Iters: 1390/150000 || Lr: 0.019833 || Task Loss: 0.4466 || KD Loss: 0.2217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:51 || Estimated Time: 2 days, 19:27:26
2023-08-04 12:48:23,374 semantic_segmentation INFO: Iters: 1400/150000 || Lr: 0.019832 || Task Loss: 0.7168 || KD Loss: 0.4573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1030|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:07 || Estimated Time: 2 days, 19:26:28
2023-08-04 12:48:39,336 semantic_segmentation INFO: Iters: 1410/150000 || Lr: 0.019831 || Task Loss: 0.6268 || KD Loss: 0.4148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:23 || Estimated Time: 2 days, 19:25:32
2023-08-04 12:48:55,251 semantic_segmentation INFO: Iters: 1420/150000 || Lr: 0.019830 || Task Loss: 0.8608 || KD Loss: 0.4823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1078|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:39 || Estimated Time: 2 days, 19:24:32
2023-08-04 12:49:11,180 semantic_segmentation INFO: Iters: 1430/150000 || Lr: 0.019828 || Task Loss: 0.5158 || KD Loss: 0.2792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:55 || Estimated Time: 2 days, 19:23:34
2023-08-04 12:49:27,101 semantic_segmentation INFO: Iters: 1440/150000 || Lr: 0.019827 || Task Loss: 0.6400 || KD Loss: 0.3702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:11 || Estimated Time: 2 days, 19:22:35
2023-08-04 12:49:43,021 semantic_segmentation INFO: Iters: 1450/150000 || Lr: 0.019826 || Task Loss: 0.8411 || KD Loss: 0.5148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:27 || Estimated Time: 2 days, 19:21:37
2023-08-04 12:49:58,929 semantic_segmentation INFO: Iters: 1460/150000 || Lr: 0.019825 || Task Loss: 0.6442 || KD Loss: 0.3963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:43 || Estimated Time: 2 days, 19:20:39
2023-08-04 12:50:14,857 semantic_segmentation INFO: Iters: 1470/150000 || Lr: 0.019824 || Task Loss: 0.4598 || KD Loss: 0.2100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:59 || Estimated Time: 2 days, 19:19:42
2023-08-04 12:50:30,779 semantic_segmentation INFO: Iters: 1480/150000 || Lr: 0.019822 || Task Loss: 0.3426 || KD Loss: 0.2247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1074|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:15 || Estimated Time: 2 days, 19:18:46
2023-08-04 12:50:46,681 semantic_segmentation INFO: Iters: 1490/150000 || Lr: 0.019821 || Task Loss: 0.4639 || KD Loss: 0.2312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0983|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:31 || Estimated Time: 2 days, 19:17:49
2023-08-04 12:51:02,608 semantic_segmentation INFO: Iters: 1500/150000 || Lr: 0.019820 || Task Loss: 0.5699 || KD Loss: 0.2633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:47 || Estimated Time: 2 days, 19:16:54
2023-08-04 12:51:18,533 semantic_segmentation INFO: Iters: 1510/150000 || Lr: 0.019819 || Task Loss: 0.5474 || KD Loss: 0.2723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:03 || Estimated Time: 2 days, 19:16:00
2023-08-04 12:51:34,472 semantic_segmentation INFO: Iters: 1520/150000 || Lr: 0.019818 || Task Loss: 0.4385 || KD Loss: 0.2904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:19 || Estimated Time: 2 days, 19:15:07
2023-08-04 12:51:50,403 semantic_segmentation INFO: Iters: 1530/150000 || Lr: 0.019816 || Task Loss: 0.4128 || KD Loss: 0.2147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:34 || Estimated Time: 2 days, 19:14:15
2023-08-04 12:52:06,335 semantic_segmentation INFO: Iters: 1540/150000 || Lr: 0.019815 || Task Loss: 0.4036 || KD Loss: 0.2065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:50 || Estimated Time: 2 days, 19:13:22
2023-08-04 12:52:22,245 semantic_segmentation INFO: Iters: 1550/150000 || Lr: 0.019814 || Task Loss: 0.4663 || KD Loss: 0.2422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0998|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:06 || Estimated Time: 2 days, 19:12:29
2023-08-04 12:52:38,165 semantic_segmentation INFO: Iters: 1560/150000 || Lr: 0.019813 || Task Loss: 0.6952 || KD Loss: 0.3836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:22 || Estimated Time: 2 days, 19:11:36
2023-08-04 12:52:54,088 semantic_segmentation INFO: Iters: 1570/150000 || Lr: 0.019812 || Task Loss: 0.6727 || KD Loss: 0.3440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:38 || Estimated Time: 2 days, 19:10:45
2023-08-04 12:53:10,003 semantic_segmentation INFO: Iters: 1580/150000 || Lr: 0.019810 || Task Loss: 0.7178 || KD Loss: 0.4079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1045|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:09:53
2023-08-04 12:53:25,910 semantic_segmentation INFO: Iters: 1590/150000 || Lr: 0.019809 || Task Loss: 0.6715 || KD Loss: 0.3445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:09:01
2023-08-04 12:53:41,840 semantic_segmentation INFO: Iters: 1600/150000 || Lr: 0.019808 || Task Loss: 0.4308 || KD Loss: 0.2006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:26 || Estimated Time: 2 days, 19:08:11
2023-08-04 12:53:41,927 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 12:53:42,697 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.918, mIoU: 0.333
2023-08-04 12:53:42,826 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.932, mIoU: 0.346
2023-08-04 12:53:42,946 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.934, mIoU: 0.331
2023-08-04 12:53:43,063 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.933, mIoU: 0.340
2023-08-04 12:53:43,180 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.936, mIoU: 0.341
2023-08-04 12:53:43,297 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.938, mIoU: 0.346
2023-08-04 12:53:43,416 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.938, mIoU: 0.350
2023-08-04 12:53:43,532 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.938, mIoU: 0.374
2023-08-04 12:53:43,649 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.937, mIoU: 0.378
2023-08-04 12:53:43,768 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.930, mIoU: 0.375
2023-08-04 12:53:43,888 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.928, mIoU: 0.381
2023-08-04 12:53:44,005 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.923, mIoU: 0.407
2023-08-04 12:53:44,126 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.922, mIoU: 0.400
2023-08-04 12:53:44,243 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.918, mIoU: 0.393
2023-08-04 12:53:44,362 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.397
2023-08-04 12:53:44,481 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.391
2023-08-04 12:53:44,598 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.914, mIoU: 0.392
2023-08-04 12:53:44,716 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.395
2023-08-04 12:53:44,833 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.913, mIoU: 0.399
2023-08-04 12:53:44,956 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.913, mIoU: 0.406
2023-08-04 12:53:45,073 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.913, mIoU: 0.409
2023-08-04 12:53:45,191 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.905, mIoU: 0.399
2023-08-04 12:53:45,311 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.905, mIoU: 0.398
2023-08-04 12:53:45,430 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.902, mIoU: 0.397
2023-08-04 12:53:45,547 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.899, mIoU: 0.413
2023-08-04 12:53:45,665 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.417
2023-08-04 12:53:45,784 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.899, mIoU: 0.415
2023-08-04 12:53:45,902 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.899, mIoU: 0.414
2023-08-04 12:53:46,019 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.895, mIoU: 0.411
2023-08-04 12:53:46,136 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.894, mIoU: 0.407
2023-08-04 12:53:46,253 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.894, mIoU: 0.408
2023-08-04 12:53:46,370 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.894, mIoU: 0.408
2023-08-04 12:53:46,487 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.896, mIoU: 0.410
2023-08-04 12:53:46,604 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.895, mIoU: 0.409
2023-08-04 12:53:46,722 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.895, mIoU: 0.412
2023-08-04 12:53:46,839 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.895, mIoU: 0.411
2023-08-04 12:53:46,960 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.895, mIoU: 0.411
2023-08-04 12:53:47,078 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.893, mIoU: 0.410
2023-08-04 12:53:47,195 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.892, mIoU: 0.413
2023-08-04 12:53:47,311 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.893, mIoU: 0.413
2023-08-04 12:53:47,428 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.893, mIoU: 0.411
2023-08-04 12:53:47,545 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.894, mIoU: 0.411
2023-08-04 12:53:47,666 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.895, mIoU: 0.411
2023-08-04 12:53:47,784 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.895, mIoU: 0.410
2023-08-04 12:53:47,904 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.896, mIoU: 0.411
2023-08-04 12:53:48,022 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.896, mIoU: 0.410
2023-08-04 12:53:48,143 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.897, mIoU: 0.410
2023-08-04 12:53:48,261 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.898, mIoU: 0.410
2023-08-04 12:53:48,380 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.899, mIoU: 0.409
2023-08-04 12:53:48,497 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.898, mIoU: 0.409
2023-08-04 12:53:48,615 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.898, mIoU: 0.409
2023-08-04 12:53:48,735 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.896, mIoU: 0.408
2023-08-04 12:53:48,852 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.895, mIoU: 0.402
2023-08-04 12:53:48,969 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.893, mIoU: 0.398
2023-08-04 12:53:49,088 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.893, mIoU: 0.398
2023-08-04 12:53:49,207 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.892, mIoU: 0.397
2023-08-04 12:53:49,324 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.893, mIoU: 0.398
2023-08-04 12:53:49,442 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.893, mIoU: 0.400
2023-08-04 12:53:49,560 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.893, mIoU: 0.402
2023-08-04 12:53:49,678 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.893, mIoU: 0.403
2023-08-04 12:53:49,796 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.892, mIoU: 0.403
2023-08-04 12:53:49,914 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.892, mIoU: 0.404
2023-08-04 12:53:50,033 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.892, mIoU: 0.403
2023-08-04 12:53:50,150 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.891, mIoU: 0.403
2023-08-04 12:53:50,270 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.891, mIoU: 0.405
2023-08-04 12:53:50,387 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.890, mIoU: 0.404
2023-08-04 12:53:50,504 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.889, mIoU: 0.402
2023-08-04 12:53:50,622 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.889, mIoU: 0.405
2023-08-04 12:53:50,740 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.889, mIoU: 0.404
2023-08-04 12:53:50,856 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.890, mIoU: 0.404
2023-08-04 12:53:50,977 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.890, mIoU: 0.404
2023-08-04 12:53:51,094 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.891, mIoU: 0.404
2023-08-04 12:53:51,211 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.891, mIoU: 0.403
2023-08-04 12:53:51,329 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.891, mIoU: 0.403
2023-08-04 12:53:51,449 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.891, mIoU: 0.403
2023-08-04 12:53:51,568 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.890, mIoU: 0.402
2023-08-04 12:53:51,685 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.890, mIoU: 0.403
2023-08-04 12:53:51,802 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.890, mIoU: 0.402
2023-08-04 12:53:51,920 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.890, mIoU: 0.403
2023-08-04 12:53:52,037 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.890, mIoU: 0.404
2023-08-04 12:53:52,156 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.890, mIoU: 0.407
2023-08-04 12:53:52,274 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.890, mIoU: 0.407
2023-08-04 12:53:52,392 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.890, mIoU: 0.406
2023-08-04 12:53:52,510 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.889, mIoU: 0.404
2023-08-04 12:53:52,629 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.886, mIoU: 0.403
2023-08-04 12:53:52,747 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.886, mIoU: 0.404
2023-08-04 12:53:52,868 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.887, mIoU: 0.405
2023-08-04 12:53:52,985 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.887, mIoU: 0.405
2023-08-04 12:53:53,102 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.887, mIoU: 0.404
2023-08-04 12:53:53,220 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.888, mIoU: 0.405
2023-08-04 12:53:53,341 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.888, mIoU: 0.405
2023-08-04 12:53:53,457 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.887, mIoU: 0.404
2023-08-04 12:53:53,576 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.887, mIoU: 0.404
2023-08-04 12:53:53,694 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.887, mIoU: 0.405
2023-08-04 12:53:53,815 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.888, mIoU: 0.405
2023-08-04 12:53:53,933 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.888, mIoU: 0.405
2023-08-04 12:53:54,051 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.888, mIoU: 0.404
2023-08-04 12:53:54,170 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.888, mIoU: 0.405
2023-08-04 12:53:54,287 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.888, mIoU: 0.406
2023-08-04 12:53:54,404 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.887, mIoU: 0.406
2023-08-04 12:53:54,522 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.885, mIoU: 0.405
2023-08-04 12:53:54,641 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.885, mIoU: 0.405
2023-08-04 12:53:54,759 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.885, mIoU: 0.406
2023-08-04 12:53:54,876 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.885, mIoU: 0.406
2023-08-04 12:53:54,994 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.886, mIoU: 0.406
2023-08-04 12:53:55,112 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.886, mIoU: 0.407
2023-08-04 12:53:55,230 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.887, mIoU: 0.407
2023-08-04 12:53:55,347 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.887, mIoU: 0.407
2023-08-04 12:53:55,465 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.887, mIoU: 0.407
2023-08-04 12:53:55,583 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.886, mIoU: 0.407
2023-08-04 12:53:55,702 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.886, mIoU: 0.407
2023-08-04 12:53:55,818 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.886, mIoU: 0.407
2023-08-04 12:53:55,935 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.886, mIoU: 0.406
2023-08-04 12:53:56,052 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.886, mIoU: 0.406
2023-08-04 12:53:56,169 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.887, mIoU: 0.406
2023-08-04 12:53:56,287 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.887, mIoU: 0.406
2023-08-04 12:53:56,404 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.887, mIoU: 0.406
2023-08-04 12:53:56,520 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.887, mIoU: 0.406
2023-08-04 12:53:56,637 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.886, mIoU: 0.404
2023-08-04 12:53:56,754 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.886, mIoU: 0.404
2023-08-04 12:53:56,871 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.886, mIoU: 0.404
2023-08-04 12:53:56,990 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.887, mIoU: 0.404
2023-08-04 12:53:57,108 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.886, mIoU: 0.403
2023-08-04 12:53:57,225 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.886, mIoU: 0.403
2023-08-04 12:53:57,345 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.886, mIoU: 0.402
2023-08-04 12:53:57,464 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.885, mIoU: 0.401
2023-08-04 12:53:57,581 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.885, mIoU: 0.401
2023-08-04 12:53:57,698 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.885, mIoU: 0.401
2023-08-04 12:53:57,817 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.885, mIoU: 0.401
2023-08-04 12:53:57,934 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.886, mIoU: 0.401
2023-08-04 12:53:58,053 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.886, mIoU: 0.401
2023-08-04 12:53:58,170 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.886, mIoU: 0.401
2023-08-04 12:53:58,291 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.887, mIoU: 0.401
2023-08-04 12:53:58,409 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.887, mIoU: 0.401
2023-08-04 12:53:58,528 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.887, mIoU: 0.400
2023-08-04 12:53:58,646 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.888, mIoU: 0.401
2023-08-04 12:53:58,765 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.888, mIoU: 0.401
2023-08-04 12:53:58,884 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.887, mIoU: 0.400
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2023-08-04 12:54:22,453 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.893, mIoU: 0.401
2023-08-04 12:54:22,570 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.893, mIoU: 0.400
2023-08-04 12:54:22,688 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.893, mIoU: 0.401
2023-08-04 12:54:22,805 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.893, mIoU: 0.401
2023-08-04 12:54:22,923 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.893, mIoU: 0.401
2023-08-04 12:54:23,040 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.894, mIoU: 0.401
2023-08-04 12:54:23,157 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.894, mIoU: 0.401
2023-08-04 12:54:23,276 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.894, mIoU: 0.402
2023-08-04 12:54:23,394 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.894, mIoU: 0.402
2023-08-04 12:54:23,513 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.894, mIoU: 0.402
2023-08-04 12:54:23,632 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.894, mIoU: 0.402
2023-08-04 12:54:23,749 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.895, mIoU: 0.402
2023-08-04 12:54:23,868 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.895, mIoU: 0.402
2023-08-04 12:54:23,987 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.895, mIoU: 0.402
2023-08-04 12:54:24,105 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.895, mIoU: 0.402
2023-08-04 12:54:24,225 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.895, mIoU: 0.403
2023-08-04 12:54:24,345 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.895, mIoU: 0.403
2023-08-04 12:54:24,463 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.895, mIoU: 0.403
2023-08-04 12:54:24,580 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.895, mIoU: 0.403
2023-08-04 12:54:24,699 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.895, mIoU: 0.403
2023-08-04 12:54:24,819 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.895, mIoU: 0.403
2023-08-04 12:54:24,937 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.896, mIoU: 0.403
2023-08-04 12:54:25,056 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.896, mIoU: 0.403
2023-08-04 12:54:25,174 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.895, mIoU: 0.403
2023-08-04 12:54:25,292 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.896, mIoU: 0.403
2023-08-04 12:54:25,413 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.896, mIoU: 0.404
2023-08-04 12:54:25,531 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.896, mIoU: 0.404
2023-08-04 12:54:25,649 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.896, mIoU: 0.404
2023-08-04 12:54:25,770 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.896, mIoU: 0.404
2023-08-04 12:54:25,887 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.896, mIoU: 0.404
2023-08-04 12:54:26,004 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.896, mIoU: 0.404
2023-08-04 12:54:26,123 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.896, mIoU: 0.405
2023-08-04 12:54:26,241 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:26,360 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:26,478 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:26,596 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:26,715 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:26,834 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:26,952 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.897, mIoU: 0.404
2023-08-04 12:54:27,070 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.897, mIoU: 0.404
2023-08-04 12:54:27,188 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:27,306 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:27,423 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:27,540 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:27,659 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:27,777 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.897, mIoU: 0.405
2023-08-04 12:54:27,896 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:28,013 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:28,131 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:28,249 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:28,367 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:28,485 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.898, mIoU: 0.406
2023-08-04 12:54:28,603 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:28,721 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:28,840 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:28,961 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:29,078 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:29,196 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:29,315 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:29,432 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:29,550 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.898, mIoU: 0.405
2023-08-04 12:54:29,668 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.899, mIoU: 0.406
2023-08-04 12:54:29,786 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.899, mIoU: 0.406
2023-08-04 12:54:29,905 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.899, mIoU: 0.406
2023-08-04 12:54:30,023 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.899, mIoU: 0.406
2023-08-04 12:54:30,141 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.899, mIoU: 0.405
2023-08-04 12:54:30,258 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.899, mIoU: 0.405
2023-08-04 12:54:30,379 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.899, mIoU: 0.405
2023-08-04 12:54:30,498 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.899, mIoU: 0.405
2023-08-04 12:54:30,616 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.899, mIoU: 0.405
2023-08-04 12:54:30,734 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.899, mIoU: 0.405
2023-08-04 12:54:30,853 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:30,970 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:31,089 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.899, mIoU: 0.405
2023-08-04 12:54:31,208 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.899, mIoU: 0.405
2023-08-04 12:54:31,327 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:31,446 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:31,568 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:31,686 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:31,805 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:31,923 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:32,042 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:32,160 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:32,277 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:32,395 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:32,512 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:32,629 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.900, mIoU: 0.405
2023-08-04 12:54:32,748 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.901, mIoU: 0.405
2023-08-04 12:54:32,867 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.901, mIoU: 0.406
2023-08-04 12:54:32,984 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.901, mIoU: 0.406
2023-08-04 12:54:33,101 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.901, mIoU: 0.406
2023-08-04 12:54:33,219 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.901, mIoU: 0.406
2023-08-04 12:54:33,338 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.901, mIoU: 0.406
2023-08-04 12:54:33,456 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.901, mIoU: 0.406
2023-08-04 12:54:33,574 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.901, mIoU: 0.406
2023-08-04 12:54:33,692 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.901, mIoU: 0.406
2023-08-04 12:54:33,811 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.901, mIoU: 0.406
2023-08-04 12:54:33,928 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:34,046 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:34,165 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:34,282 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:34,399 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:34,518 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:34,636 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:34,754 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:34,872 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.902, mIoU: 0.405
2023-08-04 12:54:34,990 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.902, mIoU: 0.405
2023-08-04 12:54:35,109 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.902, mIoU: 0.405
2023-08-04 12:54:35,227 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:35,345 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:35,464 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:35,581 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:35,699 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:35,818 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:35,936 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:36,053 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:36,171 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:36,289 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:36,407 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:36,525 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:36,643 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:36,761 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:36,876 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.902, mIoU: 0.407
2023-08-04 12:54:36,994 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:37,111 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:37,230 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:37,349 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.903, mIoU: 0.406
2023-08-04 12:54:37,467 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:37,585 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.902, mIoU: 0.406
2023-08-04 12:54:37,703 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:37,821 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.902, mIoU: 0.407
2023-08-04 12:54:37,939 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:38,059 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:38,176 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:38,294 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:38,412 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:38,530 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:38,646 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:38,764 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:38,884 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:39,001 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.903, mIoU: 0.407
2023-08-04 12:54:39,119 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.903, mIoU: 0.408
2023-08-04 12:54:39,236 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:39,355 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:39,473 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:39,591 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:39,710 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:39,829 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:39,947 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:40,064 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:40,181 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:40,300 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:40,418 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.904, mIoU: 0.408
2023-08-04 12:54:40,535 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.904, mIoU: 0.409
2023-08-04 12:54:40,652 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.904, mIoU: 0.409
2023-08-04 12:54:40,769 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.904, mIoU: 0.409
2023-08-04 12:54:40,886 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.904, mIoU: 0.409
2023-08-04 12:54:41,005 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.904, mIoU: 0.409
2023-08-04 12:54:41,123 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.904, mIoU: 0.409
2023-08-04 12:54:41,240 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.904, mIoU: 0.409
2023-08-04 12:54:41,358 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.904, mIoU: 0.409
2023-08-04 12:54:41,477 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.904, mIoU: 0.409
2023-08-04 12:54:41,594 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.905, mIoU: 0.409
2023-08-04 12:54:57,605 semantic_segmentation INFO: Iters: 1610/150000 || Lr: 0.019807 || Task Loss: 0.4042 || KD Loss: 0.4566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:42 || Estimated Time: 2 days, 20:39:17
2023-08-04 12:55:13,496 semantic_segmentation INFO: Iters: 1620/150000 || Lr: 0.019806 || Task Loss: 0.6219 || KD Loss: 0.3199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:58 || Estimated Time: 2 days, 20:37:50
2023-08-04 12:55:29,406 semantic_segmentation INFO: Iters: 1630/150000 || Lr: 0.019804 || Task Loss: 0.4868 || KD Loss: 0.2643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:13 || Estimated Time: 2 days, 20:36:27
2023-08-04 12:55:45,315 semantic_segmentation INFO: Iters: 1640/150000 || Lr: 0.019803 || Task Loss: 0.4417 || KD Loss: 0.2472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:29 || Estimated Time: 2 days, 20:35:03
2023-08-04 12:56:01,223 semantic_segmentation INFO: Iters: 1650/150000 || Lr: 0.019802 || Task Loss: 1.1377 || KD Loss: 0.8234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:45 || Estimated Time: 2 days, 20:33:40
2023-08-04 12:56:17,151 semantic_segmentation INFO: Iters: 1660/150000 || Lr: 0.019801 || Task Loss: 0.4722 || KD Loss: 0.3459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:01 || Estimated Time: 2 days, 20:32:20
2023-08-04 12:56:33,069 semantic_segmentation INFO: Iters: 1670/150000 || Lr: 0.019800 || Task Loss: 0.5720 || KD Loss: 0.3129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:17 || Estimated Time: 2 days, 20:31:00
2023-08-04 12:56:49,019 semantic_segmentation INFO: Iters: 1680/150000 || Lr: 0.019798 || Task Loss: 0.4842 || KD Loss: 0.2411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:33 || Estimated Time: 2 days, 20:29:43
2023-08-04 12:57:04,963 semantic_segmentation INFO: Iters: 1690/150000 || Lr: 0.019797 || Task Loss: 0.5652 || KD Loss: 0.3316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:49 || Estimated Time: 2 days, 20:28:27
2023-08-04 12:57:20,888 semantic_segmentation INFO: Iters: 1700/150000 || Lr: 0.019796 || Task Loss: 0.3058 || KD Loss: 0.1834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:05 || Estimated Time: 2 days, 20:27:10
2023-08-04 12:57:36,841 semantic_segmentation INFO: Iters: 1710/150000 || Lr: 0.019795 || Task Loss: 0.7298 || KD Loss: 0.4105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:21 || Estimated Time: 2 days, 20:25:56
2023-08-04 12:57:52,790 semantic_segmentation INFO: Iters: 1720/150000 || Lr: 0.019794 || Task Loss: 1.0020 || KD Loss: 0.4889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:37 || Estimated Time: 2 days, 20:24:41
2023-08-04 12:58:08,738 semantic_segmentation INFO: Iters: 1730/150000 || Lr: 0.019792 || Task Loss: 0.5052 || KD Loss: 0.2404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:53 || Estimated Time: 2 days, 20:23:28
2023-08-04 12:58:24,691 semantic_segmentation INFO: Iters: 1740/150000 || Lr: 0.019791 || Task Loss: 0.3218 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:09 || Estimated Time: 2 days, 20:22:16
2023-08-04 12:58:40,636 semantic_segmentation INFO: Iters: 1750/150000 || Lr: 0.019790 || Task Loss: 0.6454 || KD Loss: 0.3390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1123|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:25 || Estimated Time: 2 days, 20:21:04
2023-08-04 12:58:56,567 semantic_segmentation INFO: Iters: 1760/150000 || Lr: 0.019789 || Task Loss: 0.5620 || KD Loss: 0.3156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:41 || Estimated Time: 2 days, 20:19:51
2023-08-04 12:59:12,506 semantic_segmentation INFO: Iters: 1770/150000 || Lr: 0.019788 || Task Loss: 0.3017 || KD Loss: 0.2277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:57 || Estimated Time: 2 days, 20:18:40
2023-08-04 12:59:28,442 semantic_segmentation INFO: Iters: 1780/150000 || Lr: 0.019786 || Task Loss: 0.8343 || KD Loss: 0.5539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:12 || Estimated Time: 2 days, 20:17:28
2023-08-04 12:59:44,369 semantic_segmentation INFO: Iters: 1790/150000 || Lr: 0.019785 || Task Loss: 0.4949 || KD Loss: 0.2351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:28 || Estimated Time: 2 days, 20:16:17
2023-08-04 13:00:00,319 semantic_segmentation INFO: Iters: 1800/150000 || Lr: 0.019784 || Task Loss: 0.5104 || KD Loss: 0.2501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:44 || Estimated Time: 2 days, 20:15:09
2023-08-04 13:00:16,243 semantic_segmentation INFO: Iters: 1810/150000 || Lr: 0.019783 || Task Loss: 0.6212 || KD Loss: 0.3621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1021|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:00 || Estimated Time: 2 days, 20:13:58
2023-08-04 13:00:32,156 semantic_segmentation INFO: Iters: 1820/150000 || Lr: 0.019782 || Task Loss: 0.3673 || KD Loss: 0.1726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:16 || Estimated Time: 2 days, 20:12:48
2023-08-04 13:00:48,072 semantic_segmentation INFO: Iters: 1830/150000 || Lr: 0.019780 || Task Loss: 0.5992 || KD Loss: 0.3479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:32 || Estimated Time: 2 days, 20:11:38
2023-08-04 13:01:03,987 semantic_segmentation INFO: Iters: 1840/150000 || Lr: 0.019779 || Task Loss: 0.4662 || KD Loss: 0.2544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:48 || Estimated Time: 2 days, 20:10:28
2023-08-04 13:01:19,912 semantic_segmentation INFO: Iters: 1850/150000 || Lr: 0.019778 || Task Loss: 0.6310 || KD Loss: 0.2758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:04 || Estimated Time: 2 days, 20:09:21
2023-08-04 13:01:35,792 semantic_segmentation INFO: Iters: 1860/150000 || Lr: 0.019777 || Task Loss: 0.3733 || KD Loss: 0.2376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:20 || Estimated Time: 2 days, 20:08:11
2023-08-04 13:01:51,697 semantic_segmentation INFO: Iters: 1870/150000 || Lr: 0.019776 || Task Loss: 0.4732 || KD Loss: 0.2594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:36 || Estimated Time: 2 days, 20:07:02
2023-08-04 13:02:07,619 semantic_segmentation INFO: Iters: 1880/150000 || Lr: 0.019774 || Task Loss: 0.3776 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:52 || Estimated Time: 2 days, 20:05:56
2023-08-04 13:02:23,520 semantic_segmentation INFO: Iters: 1890/150000 || Lr: 0.019773 || Task Loss: 0.8329 || KD Loss: 0.3877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:08 || Estimated Time: 2 days, 20:04:48
2023-08-04 13:02:39,431 semantic_segmentation INFO: Iters: 1900/150000 || Lr: 0.019772 || Task Loss: 0.4009 || KD Loss: 0.2206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:23 || Estimated Time: 2 days, 20:03:42
2023-08-04 13:02:55,338 semantic_segmentation INFO: Iters: 1910/150000 || Lr: 0.019771 || Task Loss: 0.4262 || KD Loss: 0.2097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:39 || Estimated Time: 2 days, 20:02:36
2023-08-04 13:03:11,250 semantic_segmentation INFO: Iters: 1920/150000 || Lr: 0.019770 || Task Loss: 0.4418 || KD Loss: 0.2917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0987|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:55 || Estimated Time: 2 days, 20:01:31
2023-08-04 13:03:27,155 semantic_segmentation INFO: Iters: 1930/150000 || Lr: 0.019768 || Task Loss: 0.4804 || KD Loss: 0.2287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:11 || Estimated Time: 2 days, 20:00:26
2023-08-04 13:03:43,080 semantic_segmentation INFO: Iters: 1940/150000 || Lr: 0.019767 || Task Loss: 0.4833 || KD Loss: 0.1894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:27 || Estimated Time: 2 days, 19:59:23
2023-08-04 13:03:58,980 semantic_segmentation INFO: Iters: 1950/150000 || Lr: 0.019766 || Task Loss: 0.6460 || KD Loss: 0.4495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:43 || Estimated Time: 2 days, 19:58:18
2023-08-04 13:04:14,897 semantic_segmentation INFO: Iters: 1960/150000 || Lr: 0.019765 || Task Loss: 0.3347 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:59 || Estimated Time: 2 days, 19:57:16
2023-08-04 13:04:30,810 semantic_segmentation INFO: Iters: 1970/150000 || Lr: 0.019764 || Task Loss: 0.5547 || KD Loss: 0.3386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:15 || Estimated Time: 2 days, 19:56:13
2023-08-04 13:04:46,728 semantic_segmentation INFO: Iters: 1980/150000 || Lr: 0.019762 || Task Loss: 0.6179 || KD Loss: 0.3012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:31 || Estimated Time: 2 days, 19:55:12
2023-08-04 13:05:02,639 semantic_segmentation INFO: Iters: 1990/150000 || Lr: 0.019761 || Task Loss: 0.5302 || KD Loss: 0.3021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:47 || Estimated Time: 2 days, 19:54:10
2023-08-04 13:05:18,561 semantic_segmentation INFO: Iters: 2000/150000 || Lr: 0.019760 || Task Loss: 1.5960 || KD Loss: 1.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1198|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:03 || Estimated Time: 2 days, 19:53:09
2023-08-04 13:05:34,462 semantic_segmentation INFO: Iters: 2010/150000 || Lr: 0.019759 || Task Loss: 0.8048 || KD Loss: 0.4487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:52:08
2023-08-04 13:05:50,362 semantic_segmentation INFO: Iters: 2020/150000 || Lr: 0.019758 || Task Loss: 1.1946 || KD Loss: 0.6778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0989|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:34 || Estimated Time: 2 days, 19:51:07
2023-08-04 13:06:06,238 semantic_segmentation INFO: Iters: 2030/150000 || Lr: 0.019756 || Task Loss: 0.8244 || KD Loss: 0.4902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:50 || Estimated Time: 2 days, 19:50:04
2023-08-04 13:06:22,142 semantic_segmentation INFO: Iters: 2040/150000 || Lr: 0.019755 || Task Loss: 0.6046 || KD Loss: 0.3996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:06 || Estimated Time: 2 days, 19:49:04
2023-08-04 13:06:38,022 semantic_segmentation INFO: Iters: 2050/150000 || Lr: 0.019754 || Task Loss: 0.6848 || KD Loss: 0.4206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:22 || Estimated Time: 2 days, 19:48:03
2023-08-04 13:06:53,910 semantic_segmentation INFO: Iters: 2060/150000 || Lr: 0.019753 || Task Loss: 0.7599 || KD Loss: 0.5131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:38 || Estimated Time: 2 days, 19:47:02
2023-08-04 13:07:09,794 semantic_segmentation INFO: Iters: 2070/150000 || Lr: 0.019752 || Task Loss: 0.3546 || KD Loss: 0.3013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:54 || Estimated Time: 2 days, 19:46:03
2023-08-04 13:07:25,685 semantic_segmentation INFO: Iters: 2080/150000 || Lr: 0.019750 || Task Loss: 0.5142 || KD Loss: 0.2670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:10 || Estimated Time: 2 days, 19:45:03
2023-08-04 13:07:41,574 semantic_segmentation INFO: Iters: 2090/150000 || Lr: 0.019749 || Task Loss: 0.4198 || KD Loss: 0.2051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:26 || Estimated Time: 2 days, 19:44:04
2023-08-04 13:07:57,450 semantic_segmentation INFO: Iters: 2100/150000 || Lr: 0.019748 || Task Loss: 0.5454 || KD Loss: 0.2154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:41 || Estimated Time: 2 days, 19:43:05
2023-08-04 13:08:13,340 semantic_segmentation INFO: Iters: 2110/150000 || Lr: 0.019747 || Task Loss: 0.5610 || KD Loss: 0.2990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:57 || Estimated Time: 2 days, 19:42:07
2023-08-04 13:08:29,252 semantic_segmentation INFO: Iters: 2120/150000 || Lr: 0.019746 || Task Loss: 1.1159 || KD Loss: 0.6688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1110|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:13 || Estimated Time: 2 days, 19:41:11
2023-08-04 13:08:45,156 semantic_segmentation INFO: Iters: 2130/150000 || Lr: 0.019744 || Task Loss: 0.5031 || KD Loss: 0.2229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:29 || Estimated Time: 2 days, 19:40:14
2023-08-04 13:09:01,067 semantic_segmentation INFO: Iters: 2140/150000 || Lr: 0.019743 || Task Loss: 0.6738 || KD Loss: 0.3519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:45 || Estimated Time: 2 days, 19:39:19
2023-08-04 13:09:16,963 semantic_segmentation INFO: Iters: 2150/150000 || Lr: 0.019742 || Task Loss: 0.5360 || KD Loss: 0.3609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:01 || Estimated Time: 2 days, 19:38:23
2023-08-04 13:09:32,874 semantic_segmentation INFO: Iters: 2160/150000 || Lr: 0.019741 || Task Loss: 0.4647 || KD Loss: 0.2244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0943|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:17 || Estimated Time: 2 days, 19:37:28
2023-08-04 13:09:48,781 semantic_segmentation INFO: Iters: 2170/150000 || Lr: 0.019740 || Task Loss: 0.6328 || KD Loss: 0.4005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:33 || Estimated Time: 2 days, 19:36:34
2023-08-04 13:10:04,661 semantic_segmentation INFO: Iters: 2180/150000 || Lr: 0.019738 || Task Loss: 0.3145 || KD Loss: 0.1765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:49 || Estimated Time: 2 days, 19:35:37
2023-08-04 13:10:20,543 semantic_segmentation INFO: Iters: 2190/150000 || Lr: 0.019737 || Task Loss: 0.2518 || KD Loss: 0.2000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:05 || Estimated Time: 2 days, 19:34:42
2023-08-04 13:10:36,430 semantic_segmentation INFO: Iters: 2200/150000 || Lr: 0.019736 || Task Loss: 0.6227 || KD Loss: 0.3966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:20 || Estimated Time: 2 days, 19:33:47
2023-08-04 13:10:52,331 semantic_segmentation INFO: Iters: 2210/150000 || Lr: 0.019735 || Task Loss: 0.5751 || KD Loss: 0.3037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:36 || Estimated Time: 2 days, 19:32:53
2023-08-04 13:11:08,233 semantic_segmentation INFO: Iters: 2220/150000 || Lr: 0.019734 || Task Loss: 0.6120 || KD Loss: 0.3079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:52 || Estimated Time: 2 days, 19:32:00
2023-08-04 13:11:24,123 semantic_segmentation INFO: Iters: 2230/150000 || Lr: 0.019732 || Task Loss: 0.2930 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:08 || Estimated Time: 2 days, 19:31:06
2023-08-04 13:11:40,039 semantic_segmentation INFO: Iters: 2240/150000 || Lr: 0.019731 || Task Loss: 0.8242 || KD Loss: 0.4852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:24 || Estimated Time: 2 days, 19:30:15
2023-08-04 13:11:55,927 semantic_segmentation INFO: Iters: 2250/150000 || Lr: 0.019730 || Task Loss: 1.5873 || KD Loss: 0.9725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:40 || Estimated Time: 2 days, 19:29:22
2023-08-04 13:12:11,815 semantic_segmentation INFO: Iters: 2260/150000 || Lr: 0.019729 || Task Loss: 0.7663 || KD Loss: 0.3991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:56 || Estimated Time: 2 days, 19:28:29
2023-08-04 13:12:27,705 semantic_segmentation INFO: Iters: 2270/150000 || Lr: 0.019728 || Task Loss: 0.8209 || KD Loss: 0.4568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:12 || Estimated Time: 2 days, 19:27:37
2023-08-04 13:12:43,622 semantic_segmentation INFO: Iters: 2280/150000 || Lr: 0.019726 || Task Loss: 0.7660 || KD Loss: 0.4161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:28 || Estimated Time: 2 days, 19:26:46
2023-08-04 13:12:59,511 semantic_segmentation INFO: Iters: 2290/150000 || Lr: 0.019725 || Task Loss: 0.5413 || KD Loss: 0.2957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:44 || Estimated Time: 2 days, 19:25:54
2023-08-04 13:13:15,388 semantic_segmentation INFO: Iters: 2300/150000 || Lr: 0.019724 || Task Loss: 0.6034 || KD Loss: 0.3394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:59 || Estimated Time: 2 days, 19:25:03
2023-08-04 13:13:31,257 semantic_segmentation INFO: Iters: 2310/150000 || Lr: 0.019723 || Task Loss: 0.6364 || KD Loss: 0.4234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:15 || Estimated Time: 2 days, 19:24:10
2023-08-04 13:13:47,154 semantic_segmentation INFO: Iters: 2320/150000 || Lr: 0.019722 || Task Loss: 0.4887 || KD Loss: 0.3003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:31 || Estimated Time: 2 days, 19:23:19
2023-08-04 13:14:03,052 semantic_segmentation INFO: Iters: 2330/150000 || Lr: 0.019720 || Task Loss: 0.5844 || KD Loss: 0.2926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:47 || Estimated Time: 2 days, 19:22:29
2023-08-04 13:14:18,942 semantic_segmentation INFO: Iters: 2340/150000 || Lr: 0.019719 || Task Loss: 0.5759 || KD Loss: 0.3157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:21:39
2023-08-04 13:14:34,835 semantic_segmentation INFO: Iters: 2350/150000 || Lr: 0.019718 || Task Loss: 1.0448 || KD Loss: 0.6655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:20:49
2023-08-04 13:14:50,705 semantic_segmentation INFO: Iters: 2360/150000 || Lr: 0.019717 || Task Loss: 0.7532 || KD Loss: 0.4128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:35 || Estimated Time: 2 days, 19:19:59
2023-08-04 13:15:06,574 semantic_segmentation INFO: Iters: 2370/150000 || Lr: 0.019715 || Task Loss: 0.4529 || KD Loss: 0.2349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:51 || Estimated Time: 2 days, 19:19:08
2023-08-04 13:15:22,464 semantic_segmentation INFO: Iters: 2380/150000 || Lr: 0.019714 || Task Loss: 0.4249 || KD Loss: 0.2106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:07 || Estimated Time: 2 days, 19:18:19
2023-08-04 13:15:38,336 semantic_segmentation INFO: Iters: 2390/150000 || Lr: 0.019713 || Task Loss: 0.5814 || KD Loss: 0.3566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:22 || Estimated Time: 2 days, 19:17:29
2023-08-04 13:15:54,220 semantic_segmentation INFO: Iters: 2400/150000 || Lr: 0.019712 || Task Loss: 0.4285 || KD Loss: 0.2170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:38 || Estimated Time: 2 days, 19:16:40
2023-08-04 13:15:54,302 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 13:15:55,088 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.940, mIoU: 0.359
2023-08-04 13:15:55,214 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.942, mIoU: 0.340
2023-08-04 13:15:55,334 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.940, mIoU: 0.341
2023-08-04 13:15:55,450 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.940, mIoU: 0.349
2023-08-04 13:15:55,569 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.942, mIoU: 0.352
2023-08-04 13:15:55,686 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.943, mIoU: 0.354
2023-08-04 13:15:55,804 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.944, mIoU: 0.364
2023-08-04 13:15:55,921 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.943, mIoU: 0.376
2023-08-04 13:15:56,039 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.942, mIoU: 0.381
2023-08-04 13:15:56,157 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.934, mIoU: 0.379
2023-08-04 13:15:56,278 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.935, mIoU: 0.391
2023-08-04 13:15:56,396 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.929, mIoU: 0.421
2023-08-04 13:15:56,515 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.928, mIoU: 0.420
2023-08-04 13:15:56,632 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.927, mIoU: 0.418
2023-08-04 13:15:56,751 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.418
2023-08-04 13:15:56,869 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.923, mIoU: 0.415
2023-08-04 13:15:56,987 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.922, mIoU: 0.415
2023-08-04 13:15:57,104 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.417
2023-08-04 13:15:57,223 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.918, mIoU: 0.419
2023-08-04 13:15:57,341 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.915, mIoU: 0.427
2023-08-04 13:15:57,458 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.912, mIoU: 0.426
2023-08-04 13:15:57,576 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.904, mIoU: 0.425
2023-08-04 13:15:57,697 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.905, mIoU: 0.423
2023-08-04 13:15:57,815 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.901, mIoU: 0.424
2023-08-04 13:15:57,933 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.897, mIoU: 0.428
2023-08-04 13:15:58,050 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.897, mIoU: 0.432
2023-08-04 13:15:58,167 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.896, mIoU: 0.428
2023-08-04 13:15:58,285 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.895, mIoU: 0.424
2023-08-04 13:15:58,402 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.893, mIoU: 0.423
2023-08-04 13:15:58,520 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.893, mIoU: 0.420
2023-08-04 13:15:58,637 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.893, mIoU: 0.422
2023-08-04 13:15:58,756 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.893, mIoU: 0.423
2023-08-04 13:15:58,875 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.895, mIoU: 0.428
2023-08-04 13:15:58,992 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.893, mIoU: 0.426
2023-08-04 13:15:59,108 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.893, mIoU: 0.428
2023-08-04 13:15:59,228 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.894, mIoU: 0.427
2023-08-04 13:15:59,345 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.894, mIoU: 0.428
2023-08-04 13:15:59,463 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.893, mIoU: 0.428
2023-08-04 13:15:59,580 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.892, mIoU: 0.430
2023-08-04 13:15:59,697 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.893, mIoU: 0.430
2023-08-04 13:15:59,815 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.894, mIoU: 0.428
2023-08-04 13:15:59,935 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.895, mIoU: 0.428
2023-08-04 13:16:00,054 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.896, mIoU: 0.429
2023-08-04 13:16:00,172 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.897, mIoU: 0.429
2023-08-04 13:16:00,293 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.897, mIoU: 0.429
2023-08-04 13:16:00,411 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.898, mIoU: 0.429
2023-08-04 13:16:00,530 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.899, mIoU: 0.430
2023-08-04 13:16:00,648 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.900, mIoU: 0.429
2023-08-04 13:16:00,767 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.900, mIoU: 0.431
2023-08-04 13:16:00,885 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.900, mIoU: 0.431
2023-08-04 13:16:01,003 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.900, mIoU: 0.431
2023-08-04 13:16:01,121 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.898, mIoU: 0.428
2023-08-04 13:16:01,238 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.898, mIoU: 0.426
2023-08-04 13:16:01,355 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.897, mIoU: 0.423
2023-08-04 13:16:01,474 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.896, mIoU: 0.422
2023-08-04 13:16:01,591 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.895, mIoU: 0.421
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2023-08-04 13:16:48,762 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.903, mIoU: 0.426
2023-08-04 13:16:48,879 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.903, mIoU: 0.426
2023-08-04 13:16:48,996 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.903, mIoU: 0.426
2023-08-04 13:16:49,110 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.903, mIoU: 0.427
2023-08-04 13:16:49,227 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.903, mIoU: 0.427
2023-08-04 13:16:49,346 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.903, mIoU: 0.427
2023-08-04 13:16:49,465 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.903, mIoU: 0.427
2023-08-04 13:16:49,583 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.903, mIoU: 0.427
2023-08-04 13:16:49,701 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.903, mIoU: 0.427
2023-08-04 13:16:49,820 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.903, mIoU: 0.428
2023-08-04 13:16:49,937 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.903, mIoU: 0.428
2023-08-04 13:16:50,054 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.903, mIoU: 0.428
2023-08-04 13:16:50,171 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.903, mIoU: 0.428
2023-08-04 13:16:50,289 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.903, mIoU: 0.428
2023-08-04 13:16:50,406 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.903, mIoU: 0.428
2023-08-04 13:16:50,523 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.903, mIoU: 0.428
2023-08-04 13:16:50,645 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.903, mIoU: 0.428
2023-08-04 13:16:50,767 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:50,885 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:51,003 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:51,121 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:51,241 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:51,360 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:51,477 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:51,595 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:51,713 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:51,831 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.904, mIoU: 0.428
2023-08-04 13:16:51,949 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:52,066 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:52,183 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:52,301 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:52,419 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:52,537 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:52,653 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:52,770 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:52,887 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:53,004 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:53,121 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:53,240 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:53,359 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:53,476 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:53,593 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:16:53,711 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.905, mIoU: 0.429
2023-08-04 13:16:53,828 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.904, mIoU: 0.429
2023-08-04 13:17:09,823 semantic_segmentation INFO: Iters: 2410/150000 || Lr: 0.019711 || Task Loss: 0.4843 || KD Loss: 0.2541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:06:54 || Estimated Time: 2 days, 20:16:49
2023-08-04 13:17:25,705 semantic_segmentation INFO: Iters: 2420/150000 || Lr: 0.019709 || Task Loss: 0.5164 || KD Loss: 0.2593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:10 || Estimated Time: 2 days, 20:15:45
2023-08-04 13:17:41,612 semantic_segmentation INFO: Iters: 2430/150000 || Lr: 0.019708 || Task Loss: 0.2598 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0918|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:26 || Estimated Time: 2 days, 20:14:43
2023-08-04 13:17:57,519 semantic_segmentation INFO: Iters: 2440/150000 || Lr: 0.019707 || Task Loss: 0.3691 || KD Loss: 0.1970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:42 || Estimated Time: 2 days, 20:13:42
2023-08-04 13:18:13,430 semantic_segmentation INFO: Iters: 2450/150000 || Lr: 0.019706 || Task Loss: 0.3596 || KD Loss: 0.1658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 20:12:41
2023-08-04 13:18:29,337 semantic_segmentation INFO: Iters: 2460/150000 || Lr: 0.019705 || Task Loss: 0.3979 || KD Loss: 0.2162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:13 || Estimated Time: 2 days, 20:11:40
2023-08-04 13:18:45,250 semantic_segmentation INFO: Iters: 2470/150000 || Lr: 0.019703 || Task Loss: 0.3782 || KD Loss: 0.1978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:29 || Estimated Time: 2 days, 20:10:40
2023-08-04 13:19:01,150 semantic_segmentation INFO: Iters: 2480/150000 || Lr: 0.019702 || Task Loss: 0.3469 || KD Loss: 0.1799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:45 || Estimated Time: 2 days, 20:09:40
2023-08-04 13:19:17,055 semantic_segmentation INFO: Iters: 2490/150000 || Lr: 0.019701 || Task Loss: 0.5389 || KD Loss: 0.3038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:01 || Estimated Time: 2 days, 20:08:40
2023-08-04 13:19:32,977 semantic_segmentation INFO: Iters: 2500/150000 || Lr: 0.019700 || Task Loss: 0.7106 || KD Loss: 0.3798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:17 || Estimated Time: 2 days, 20:07:41
2023-08-04 13:19:48,892 semantic_segmentation INFO: Iters: 2510/150000 || Lr: 0.019699 || Task Loss: 0.8119 || KD Loss: 0.4866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:33 || Estimated Time: 2 days, 20:06:43
2023-08-04 13:20:04,814 semantic_segmentation INFO: Iters: 2520/150000 || Lr: 0.019697 || Task Loss: 0.4344 || KD Loss: 0.2807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:49 || Estimated Time: 2 days, 20:05:45
2023-08-04 13:20:20,728 semantic_segmentation INFO: Iters: 2530/150000 || Lr: 0.019696 || Task Loss: 0.3995 || KD Loss: 0.1894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:05 || Estimated Time: 2 days, 20:04:47
2023-08-04 13:20:36,673 semantic_segmentation INFO: Iters: 2540/150000 || Lr: 0.019695 || Task Loss: 0.5722 || KD Loss: 0.2742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:21 || Estimated Time: 2 days, 20:03:51
2023-08-04 13:20:52,621 semantic_segmentation INFO: Iters: 2550/150000 || Lr: 0.019694 || Task Loss: 0.5845 || KD Loss: 0.3506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:37 || Estimated Time: 2 days, 20:02:56
2023-08-04 13:21:08,567 semantic_segmentation INFO: Iters: 2560/150000 || Lr: 0.019693 || Task Loss: 0.3648 || KD Loss: 0.1797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:53 || Estimated Time: 2 days, 20:02:01
2023-08-04 13:21:24,503 semantic_segmentation INFO: Iters: 2570/150000 || Lr: 0.019691 || Task Loss: 0.4985 || KD Loss: 0.2366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:09 || Estimated Time: 2 days, 20:01:06
2023-08-04 13:21:40,432 semantic_segmentation INFO: Iters: 2580/150000 || Lr: 0.019690 || Task Loss: 0.5583 || KD Loss: 0.3355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:24 || Estimated Time: 2 days, 20:00:10
2023-08-04 13:21:56,385 semantic_segmentation INFO: Iters: 2590/150000 || Lr: 0.019689 || Task Loss: 0.5997 || KD Loss: 0.2968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:40 || Estimated Time: 2 days, 19:59:16
2023-08-04 13:22:12,318 semantic_segmentation INFO: Iters: 2600/150000 || Lr: 0.019688 || Task Loss: 0.4737 || KD Loss: 0.2669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:56 || Estimated Time: 2 days, 19:58:21
2023-08-04 13:22:28,250 semantic_segmentation INFO: Iters: 2610/150000 || Lr: 0.019687 || Task Loss: 0.5152 || KD Loss: 0.2417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:12 || Estimated Time: 2 days, 19:57:27
2023-08-04 13:22:44,176 semantic_segmentation INFO: Iters: 2620/150000 || Lr: 0.019685 || Task Loss: 0.4519 || KD Loss: 0.2621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:28 || Estimated Time: 2 days, 19:56:33
2023-08-04 13:23:00,100 semantic_segmentation INFO: Iters: 2630/150000 || Lr: 0.019684 || Task Loss: 0.5499 || KD Loss: 0.2625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0909|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:44 || Estimated Time: 2 days, 19:55:39
2023-08-04 13:23:16,025 semantic_segmentation INFO: Iters: 2640/150000 || Lr: 0.019683 || Task Loss: 0.6115 || KD Loss: 0.3170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:00 || Estimated Time: 2 days, 19:54:45
2023-08-04 13:23:31,957 semantic_segmentation INFO: Iters: 2650/150000 || Lr: 0.019682 || Task Loss: 0.8544 || KD Loss: 0.4671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:16 || Estimated Time: 2 days, 19:53:51
2023-08-04 13:23:47,916 semantic_segmentation INFO: Iters: 2660/150000 || Lr: 0.019681 || Task Loss: 0.4663 || KD Loss: 0.2408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:32 || Estimated Time: 2 days, 19:53:00
2023-08-04 13:24:03,824 semantic_segmentation INFO: Iters: 2670/150000 || Lr: 0.019679 || Task Loss: 0.6688 || KD Loss: 0.3991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:48 || Estimated Time: 2 days, 19:52:06
2023-08-04 13:24:19,734 semantic_segmentation INFO: Iters: 2680/150000 || Lr: 0.019678 || Task Loss: 0.4685 || KD Loss: 0.2447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:04 || Estimated Time: 2 days, 19:51:12
2023-08-04 13:24:35,641 semantic_segmentation INFO: Iters: 2690/150000 || Lr: 0.019677 || Task Loss: 0.7845 || KD Loss: 0.4571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:20 || Estimated Time: 2 days, 19:50:19
2023-08-04 13:24:51,549 semantic_segmentation INFO: Iters: 2700/150000 || Lr: 0.019676 || Task Loss: 0.5391 || KD Loss: 0.3002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:36 || Estimated Time: 2 days, 19:49:26
2023-08-04 13:25:07,438 semantic_segmentation INFO: Iters: 2710/150000 || Lr: 0.019675 || Task Loss: 0.5416 || KD Loss: 0.2744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:51 || Estimated Time: 2 days, 19:48:32
2023-08-04 13:25:23,343 semantic_segmentation INFO: Iters: 2720/150000 || Lr: 0.019673 || Task Loss: 0.5322 || KD Loss: 0.3679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:47:39
2023-08-04 13:25:39,229 semantic_segmentation INFO: Iters: 2730/150000 || Lr: 0.019672 || Task Loss: 0.9323 || KD Loss: 0.4217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:46:46
2023-08-04 13:25:55,111 semantic_segmentation INFO: Iters: 2740/150000 || Lr: 0.019671 || Task Loss: 0.5033 || KD Loss: 0.2757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:45:52
2023-08-04 13:26:11,012 semantic_segmentation INFO: Iters: 2750/150000 || Lr: 0.019670 || Task Loss: 0.3316 || KD Loss: 0.1439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:55 || Estimated Time: 2 days, 19:45:00
2023-08-04 13:26:26,900 semantic_segmentation INFO: Iters: 2760/150000 || Lr: 0.019669 || Task Loss: 0.5374 || KD Loss: 0.2744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:11 || Estimated Time: 2 days, 19:44:07
2023-08-04 13:26:42,791 semantic_segmentation INFO: Iters: 2770/150000 || Lr: 0.019667 || Task Loss: 0.3747 || KD Loss: 0.2295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:27 || Estimated Time: 2 days, 19:43:15
2023-08-04 13:26:58,675 semantic_segmentation INFO: Iters: 2780/150000 || Lr: 0.019666 || Task Loss: 0.6073 || KD Loss: 0.2967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:43 || Estimated Time: 2 days, 19:42:23
2023-08-04 13:27:14,569 semantic_segmentation INFO: Iters: 2790/150000 || Lr: 0.019665 || Task Loss: 0.6008 || KD Loss: 0.2852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:59 || Estimated Time: 2 days, 19:41:31
2023-08-04 13:27:30,454 semantic_segmentation INFO: Iters: 2800/150000 || Lr: 0.019664 || Task Loss: 0.4579 || KD Loss: 0.2297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:14 || Estimated Time: 2 days, 19:40:40
2023-08-04 13:27:46,353 semantic_segmentation INFO: Iters: 2810/150000 || Lr: 0.019663 || Task Loss: 0.4986 || KD Loss: 0.2355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:30 || Estimated Time: 2 days, 19:39:49
2023-08-04 13:28:02,238 semantic_segmentation INFO: Iters: 2820/150000 || Lr: 0.019661 || Task Loss: 0.6016 || KD Loss: 0.2489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:46 || Estimated Time: 2 days, 19:38:58
2023-08-04 13:28:18,130 semantic_segmentation INFO: Iters: 2830/150000 || Lr: 0.019660 || Task Loss: 0.5034 || KD Loss: 0.2710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:02 || Estimated Time: 2 days, 19:38:07
2023-08-04 13:28:34,030 semantic_segmentation INFO: Iters: 2840/150000 || Lr: 0.019659 || Task Loss: 0.4418 || KD Loss: 0.2106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:18 || Estimated Time: 2 days, 19:37:17
2023-08-04 13:28:49,935 semantic_segmentation INFO: Iters: 2850/150000 || Lr: 0.019658 || Task Loss: 0.7366 || KD Loss: 0.4112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0996|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:34 || Estimated Time: 2 days, 19:36:28
2023-08-04 13:29:05,848 semantic_segmentation INFO: Iters: 2860/150000 || Lr: 0.019657 || Task Loss: 0.4218 || KD Loss: 0.1887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0993|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:50 || Estimated Time: 2 days, 19:35:39
2023-08-04 13:29:21,763 semantic_segmentation INFO: Iters: 2870/150000 || Lr: 0.019655 || Task Loss: 0.7662 || KD Loss: 0.3992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:06 || Estimated Time: 2 days, 19:34:50
2023-08-04 13:29:37,668 semantic_segmentation INFO: Iters: 2880/150000 || Lr: 0.019654 || Task Loss: 0.6641 || KD Loss: 0.3319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:22 || Estimated Time: 2 days, 19:34:02
2023-08-04 13:29:53,577 semantic_segmentation INFO: Iters: 2890/150000 || Lr: 0.019653 || Task Loss: 0.7997 || KD Loss: 0.4061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:38 || Estimated Time: 2 days, 19:33:13
2023-08-04 13:30:09,469 semantic_segmentation INFO: Iters: 2900/150000 || Lr: 0.019652 || Task Loss: 0.4313 || KD Loss: 0.2540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:54 || Estimated Time: 2 days, 19:32:24
2023-08-04 13:30:25,360 semantic_segmentation INFO: Iters: 2910/150000 || Lr: 0.019651 || Task Loss: 0.4536 || KD Loss: 0.2461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:09 || Estimated Time: 2 days, 19:31:36
2023-08-04 13:30:41,243 semantic_segmentation INFO: Iters: 2920/150000 || Lr: 0.019649 || Task Loss: 0.3915 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:25 || Estimated Time: 2 days, 19:30:46
2023-08-04 13:30:57,125 semantic_segmentation INFO: Iters: 2930/150000 || Lr: 0.019648 || Task Loss: 0.8053 || KD Loss: 0.4652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:41 || Estimated Time: 2 days, 19:29:58
2023-08-04 13:31:13,036 semantic_segmentation INFO: Iters: 2940/150000 || Lr: 0.019647 || Task Loss: 0.3957 || KD Loss: 0.3163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:57 || Estimated Time: 2 days, 19:29:11
2023-08-04 13:31:28,921 semantic_segmentation INFO: Iters: 2950/150000 || Lr: 0.019646 || Task Loss: 0.4066 || KD Loss: 0.2047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:13 || Estimated Time: 2 days, 19:28:22
2023-08-04 13:31:44,818 semantic_segmentation INFO: Iters: 2960/150000 || Lr: 0.019645 || Task Loss: 0.3649 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:29 || Estimated Time: 2 days, 19:27:35
2023-08-04 13:32:00,715 semantic_segmentation INFO: Iters: 2970/150000 || Lr: 0.019643 || Task Loss: 0.4486 || KD Loss: 0.2195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:45 || Estimated Time: 2 days, 19:26:48
2023-08-04 13:32:16,613 semantic_segmentation INFO: Iters: 2980/150000 || Lr: 0.019642 || Task Loss: 0.4527 || KD Loss: 0.2116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:01 || Estimated Time: 2 days, 19:26:01
2023-08-04 13:32:32,501 semantic_segmentation INFO: Iters: 2990/150000 || Lr: 0.019641 || Task Loss: 0.5668 || KD Loss: 0.2712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:17 || Estimated Time: 2 days, 19:25:14
2023-08-04 13:32:48,386 semantic_segmentation INFO: Iters: 3000/150000 || Lr: 0.019640 || Task Loss: 0.4667 || KD Loss: 0.2261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:32 || Estimated Time: 2 days, 19:24:27
2023-08-04 13:33:04,275 semantic_segmentation INFO: Iters: 3010/150000 || Lr: 0.019639 || Task Loss: 0.3839 || KD Loss: 0.1992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0903|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:48 || Estimated Time: 2 days, 19:23:40
2023-08-04 13:33:20,165 semantic_segmentation INFO: Iters: 3020/150000 || Lr: 0.019637 || Task Loss: 0.5919 || KD Loss: 0.2626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:04 || Estimated Time: 2 days, 19:22:53
2023-08-04 13:33:36,039 semantic_segmentation INFO: Iters: 3030/150000 || Lr: 0.019636 || Task Loss: 0.8038 || KD Loss: 0.5168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1013|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:20 || Estimated Time: 2 days, 19:22:06
2023-08-04 13:33:51,917 semantic_segmentation INFO: Iters: 3040/150000 || Lr: 0.019635 || Task Loss: 0.5565 || KD Loss: 0.3037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:36 || Estimated Time: 2 days, 19:21:20
2023-08-04 13:34:07,803 semantic_segmentation INFO: Iters: 3050/150000 || Lr: 0.019634 || Task Loss: 0.6020 || KD Loss: 0.3712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:52 || Estimated Time: 2 days, 19:20:34
2023-08-04 13:34:23,677 semantic_segmentation INFO: Iters: 3060/150000 || Lr: 0.019633 || Task Loss: 0.8380 || KD Loss: 0.5588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:08 || Estimated Time: 2 days, 19:19:47
2023-08-04 13:34:39,581 semantic_segmentation INFO: Iters: 3070/150000 || Lr: 0.019631 || Task Loss: 0.3429 || KD Loss: 0.1856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:19:02
2023-08-04 13:34:55,464 semantic_segmentation INFO: Iters: 3080/150000 || Lr: 0.019630 || Task Loss: 0.5018 || KD Loss: 0.2507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:18:17
2023-08-04 13:35:11,338 semantic_segmentation INFO: Iters: 3090/150000 || Lr: 0.019629 || Task Loss: 0.4777 || KD Loss: 0.2547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:55 || Estimated Time: 2 days, 19:17:31
2023-08-04 13:35:27,220 semantic_segmentation INFO: Iters: 3100/150000 || Lr: 0.019628 || Task Loss: 0.4905 || KD Loss: 0.2087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:11 || Estimated Time: 2 days, 19:16:46
2023-08-04 13:35:43,116 semantic_segmentation INFO: Iters: 3110/150000 || Lr: 0.019627 || Task Loss: 0.5426 || KD Loss: 0.2897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:27 || Estimated Time: 2 days, 19:16:01
2023-08-04 13:35:59,007 semantic_segmentation INFO: Iters: 3120/150000 || Lr: 0.019625 || Task Loss: 0.2753 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:43 || Estimated Time: 2 days, 19:15:17
2023-08-04 13:36:14,903 semantic_segmentation INFO: Iters: 3130/150000 || Lr: 0.019624 || Task Loss: 0.5330 || KD Loss: 0.2359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:59 || Estimated Time: 2 days, 19:14:33
2023-08-04 13:36:30,791 semantic_segmentation INFO: Iters: 3140/150000 || Lr: 0.019623 || Task Loss: 0.3916 || KD Loss: 0.2124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:15 || Estimated Time: 2 days, 19:13:48
2023-08-04 13:36:46,681 semantic_segmentation INFO: Iters: 3150/150000 || Lr: 0.019622 || Task Loss: 0.6130 || KD Loss: 0.3212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:31 || Estimated Time: 2 days, 19:13:04
2023-08-04 13:37:02,559 semantic_segmentation INFO: Iters: 3160/150000 || Lr: 0.019621 || Task Loss: 0.4044 || KD Loss: 0.2789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:47 || Estimated Time: 2 days, 19:12:20
2023-08-04 13:37:18,430 semantic_segmentation INFO: Iters: 3170/150000 || Lr: 0.019619 || Task Loss: 0.5624 || KD Loss: 0.2992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:02 || Estimated Time: 2 days, 19:11:35
2023-08-04 13:37:34,320 semantic_segmentation INFO: Iters: 3180/150000 || Lr: 0.019618 || Task Loss: 0.7188 || KD Loss: 0.3945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1032|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:18 || Estimated Time: 2 days, 19:10:52
2023-08-04 13:37:50,202 semantic_segmentation INFO: Iters: 3190/150000 || Lr: 0.019617 || Task Loss: 0.3491 || KD Loss: 0.1926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:34 || Estimated Time: 2 days, 19:10:08
2023-08-04 13:38:06,090 semantic_segmentation INFO: Iters: 3200/150000 || Lr: 0.019616 || Task Loss: 0.2828 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:50 || Estimated Time: 2 days, 19:09:25
2023-08-04 13:38:06,170 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 13:38:07,022 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.896, mIoU: 0.340
2023-08-04 13:38:07,143 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.927, mIoU: 0.374
2023-08-04 13:38:07,263 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.932, mIoU: 0.370
2023-08-04 13:38:07,381 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.934, mIoU: 0.386
2023-08-04 13:38:07,497 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.939, mIoU: 0.384
2023-08-04 13:38:07,613 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.938, mIoU: 0.386
2023-08-04 13:38:07,731 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.936, mIoU: 0.387
2023-08-04 13:38:07,849 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.933, mIoU: 0.394
2023-08-04 13:38:07,966 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.931, mIoU: 0.396
2023-08-04 13:38:08,084 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.928, mIoU: 0.424
2023-08-04 13:38:08,203 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.927, mIoU: 0.429
2023-08-04 13:38:08,320 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.924, mIoU: 0.462
2023-08-04 13:38:08,438 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.921, mIoU: 0.461
2023-08-04 13:38:08,556 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.919, mIoU: 0.451
2023-08-04 13:38:08,676 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.455
2023-08-04 13:38:08,794 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.452
2023-08-04 13:38:08,914 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.914, mIoU: 0.450
2023-08-04 13:38:09,031 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.913, mIoU: 0.452
2023-08-04 13:38:09,149 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.911, mIoU: 0.460
2023-08-04 13:38:09,267 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.911, mIoU: 0.466
2023-08-04 13:38:09,385 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.913, mIoU: 0.470
2023-08-04 13:38:09,502 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.904, mIoU: 0.460
2023-08-04 13:38:09,623 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.905, mIoU: 0.460
2023-08-04 13:38:09,742 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.904, mIoU: 0.466
2023-08-04 13:38:09,858 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.904, mIoU: 0.486
2023-08-04 13:38:09,975 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.904, mIoU: 0.489
2023-08-04 13:38:10,092 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.904, mIoU: 0.486
2023-08-04 13:38:10,209 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.485
2023-08-04 13:38:10,329 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.902, mIoU: 0.486
2023-08-04 13:38:10,445 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.901, mIoU: 0.479
2023-08-04 13:38:10,563 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.902, mIoU: 0.480
2023-08-04 13:38:10,680 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.902, mIoU: 0.482
2023-08-04 13:38:10,799 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.903, mIoU: 0.484
2023-08-04 13:38:10,916 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.903, mIoU: 0.485
2023-08-04 13:38:11,034 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.903, mIoU: 0.488
2023-08-04 13:38:11,150 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.904, mIoU: 0.487
2023-08-04 13:38:11,268 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.904, mIoU: 0.487
2023-08-04 13:38:11,384 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.902, mIoU: 0.485
2023-08-04 13:38:11,501 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.901, mIoU: 0.487
2023-08-04 13:38:11,619 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.902, mIoU: 0.487
2023-08-04 13:38:11,735 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.902, mIoU: 0.487
2023-08-04 13:38:11,854 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.902, mIoU: 0.485
2023-08-04 13:38:11,975 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.903, mIoU: 0.487
2023-08-04 13:38:12,093 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.904, mIoU: 0.486
2023-08-04 13:38:12,210 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.904, mIoU: 0.485
2023-08-04 13:38:12,329 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.905, mIoU: 0.484
2023-08-04 13:38:12,451 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.906, mIoU: 0.485
2023-08-04 13:38:12,570 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.907, mIoU: 0.485
2023-08-04 13:38:12,690 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.907, mIoU: 0.490
2023-08-04 13:38:12,809 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.907, mIoU: 0.491
2023-08-04 13:38:12,926 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.907, mIoU: 0.489
2023-08-04 13:38:13,045 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.905, mIoU: 0.491
2023-08-04 13:38:13,163 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.904, mIoU: 0.485
2023-08-04 13:38:13,280 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.902, mIoU: 0.478
2023-08-04 13:38:13,399 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.901, mIoU: 0.476
2023-08-04 13:38:13,515 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.901, mIoU: 0.475
2023-08-04 13:38:13,632 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.901, mIoU: 0.476
2023-08-04 13:38:13,750 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.901, mIoU: 0.477
2023-08-04 13:38:13,868 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.902, mIoU: 0.478
2023-08-04 13:38:13,984 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.902, mIoU: 0.478
2023-08-04 13:38:14,103 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.901, mIoU: 0.481
2023-08-04 13:38:14,221 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.902, mIoU: 0.483
2023-08-04 13:38:14,339 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.902, mIoU: 0.481
2023-08-04 13:38:14,457 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.902, mIoU: 0.485
2023-08-04 13:38:14,575 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.902, mIoU: 0.487
2023-08-04 13:38:14,693 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.487
2023-08-04 13:38:14,810 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.900, mIoU: 0.485
2023-08-04 13:38:14,927 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.901, mIoU: 0.487
2023-08-04 13:38:15,043 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.900, mIoU: 0.486
2023-08-04 13:38:15,161 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.901, mIoU: 0.486
2023-08-04 13:38:15,278 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.901, mIoU: 0.486
2023-08-04 13:38:15,397 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.901, mIoU: 0.485
2023-08-04 13:38:15,515 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.902, mIoU: 0.483
2023-08-04 13:38:15,633 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.902, mIoU: 0.483
2023-08-04 13:38:15,751 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.902, mIoU: 0.483
2023-08-04 13:38:15,868 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.901, mIoU: 0.482
2023-08-04 13:38:15,985 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.902, mIoU: 0.482
2023-08-04 13:38:16,102 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.902, mIoU: 0.482
2023-08-04 13:38:16,219 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.902, mIoU: 0.482
2023-08-04 13:38:16,337 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.902, mIoU: 0.483
2023-08-04 13:38:16,455 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.902, mIoU: 0.485
2023-08-04 13:38:16,573 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.903, mIoU: 0.486
2023-08-04 13:38:16,692 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.903, mIoU: 0.485
2023-08-04 13:38:16,809 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.901, mIoU: 0.484
2023-08-04 13:38:16,926 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.899, mIoU: 0.482
2023-08-04 13:38:17,045 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.899, mIoU: 0.482
2023-08-04 13:38:17,165 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.899, mIoU: 0.483
2023-08-04 13:38:17,283 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.899, mIoU: 0.483
2023-08-04 13:38:17,401 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.899, mIoU: 0.481
2023-08-04 13:38:17,519 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.899, mIoU: 0.481
2023-08-04 13:38:17,638 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.899, mIoU: 0.480
2023-08-04 13:38:17,755 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.899, mIoU: 0.497
2023-08-04 13:38:17,872 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.899, mIoU: 0.496
2023-08-04 13:38:17,990 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.899, mIoU: 0.496
2023-08-04 13:38:18,108 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.900, mIoU: 0.497
2023-08-04 13:38:18,224 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.900, mIoU: 0.497
2023-08-04 13:38:18,343 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.900, mIoU: 0.496
2023-08-04 13:38:18,461 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.900, mIoU: 0.496
2023-08-04 13:38:18,578 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.900, mIoU: 0.497
2023-08-04 13:38:18,696 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.900, mIoU: 0.498
2023-08-04 13:38:18,813 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.898, mIoU: 0.498
2023-08-04 13:38:18,930 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.898, mIoU: 0.498
2023-08-04 13:38:19,046 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.898, mIoU: 0.498
2023-08-04 13:38:19,166 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.898, mIoU: 0.498
2023-08-04 13:38:19,284 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.899, mIoU: 0.498
2023-08-04 13:38:19,401 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.899, mIoU: 0.498
2023-08-04 13:38:19,520 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.899, mIoU: 0.498
2023-08-04 13:38:19,638 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.900, mIoU: 0.498
2023-08-04 13:38:19,755 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.900, mIoU: 0.498
2023-08-04 13:38:19,873 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.899, mIoU: 0.498
2023-08-04 13:38:19,990 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.899, mIoU: 0.498
2023-08-04 13:38:20,109 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.899, mIoU: 0.497
2023-08-04 13:38:20,225 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.900, mIoU: 0.497
2023-08-04 13:38:20,343 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.900, mIoU: 0.497
2023-08-04 13:38:20,462 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.900, mIoU: 0.497
2023-08-04 13:38:20,579 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.900, mIoU: 0.496
2023-08-04 13:38:20,698 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.899, mIoU: 0.497
2023-08-04 13:38:20,815 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.899, mIoU: 0.495
2023-08-04 13:38:20,933 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.899, mIoU: 0.498
2023-08-04 13:38:21,050 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.899, mIoU: 0.498
2023-08-04 13:38:21,168 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.899, mIoU: 0.497
2023-08-04 13:38:21,288 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.899, mIoU: 0.497
2023-08-04 13:38:21,405 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.899, mIoU: 0.497
2023-08-04 13:38:21,522 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.899, mIoU: 0.495
2023-08-04 13:38:21,640 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.899, mIoU: 0.493
2023-08-04 13:38:21,758 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.898, mIoU: 0.493
2023-08-04 13:38:21,876 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.898, mIoU: 0.494
2023-08-04 13:38:21,994 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.899, mIoU: 0.494
2023-08-04 13:38:22,112 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.899, mIoU: 0.495
2023-08-04 13:38:22,230 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.899, mIoU: 0.495
2023-08-04 13:38:22,348 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.900, mIoU: 0.495
2023-08-04 13:38:22,466 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.900, mIoU: 0.495
2023-08-04 13:38:22,584 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.900, mIoU: 0.494
2023-08-04 13:38:22,702 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.901, mIoU: 0.494
2023-08-04 13:38:22,821 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.901, mIoU: 0.494
2023-08-04 13:38:22,939 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.901, mIoU: 0.494
2023-08-04 13:38:23,057 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.901, mIoU: 0.494
2023-08-04 13:38:23,175 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.901, mIoU: 0.494
2023-08-04 13:38:23,292 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.900, mIoU: 0.493
2023-08-04 13:38:23,409 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.900, mIoU: 0.493
2023-08-04 13:38:23,527 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.900, mIoU: 0.493
2023-08-04 13:38:23,645 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.900, mIoU: 0.493
2023-08-04 13:38:23,762 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.900, mIoU: 0.492
2023-08-04 13:38:23,881 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.900, mIoU: 0.492
2023-08-04 13:38:23,997 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.900, mIoU: 0.492
2023-08-04 13:38:24,116 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.900, mIoU: 0.491
2023-08-04 13:38:24,234 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.900, mIoU: 0.491
2023-08-04 13:38:24,352 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.900, mIoU: 0.491
2023-08-04 13:38:24,470 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.900, mIoU: 0.490
2023-08-04 13:38:24,587 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.900, mIoU: 0.490
2023-08-04 13:38:24,708 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.900, mIoU: 0.489
2023-08-04 13:38:24,826 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.900, mIoU: 0.488
2023-08-04 13:38:24,944 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.900, mIoU: 0.488
2023-08-04 13:38:25,061 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.900, mIoU: 0.488
2023-08-04 13:38:25,180 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.900, mIoU: 0.488
2023-08-04 13:38:25,297 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.901, mIoU: 0.488
2023-08-04 13:38:25,416 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.901, mIoU: 0.487
2023-08-04 13:38:25,534 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.901, mIoU: 0.487
2023-08-04 13:38:25,655 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.901, mIoU: 0.487
2023-08-04 13:38:25,774 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.901, mIoU: 0.487
2023-08-04 13:38:25,894 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.901, mIoU: 0.486
2023-08-04 13:38:26,012 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.901, mIoU: 0.485
2023-08-04 13:38:26,130 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.901, mIoU: 0.484
2023-08-04 13:38:26,247 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.901, mIoU: 0.484
2023-08-04 13:38:26,364 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.901, mIoU: 0.484
2023-08-04 13:38:26,482 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.901, mIoU: 0.484
2023-08-04 13:38:26,601 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.902, mIoU: 0.484
2023-08-04 13:38:26,720 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.902, mIoU: 0.484
2023-08-04 13:38:26,837 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.902, mIoU: 0.485
2023-08-04 13:38:26,956 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.902, mIoU: 0.485
2023-08-04 13:38:27,075 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.902, mIoU: 0.484
2023-08-04 13:38:27,193 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.903, mIoU: 0.484
2023-08-04 13:38:27,310 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.903, mIoU: 0.484
2023-08-04 13:38:27,426 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.903, mIoU: 0.484
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2023-08-04 13:38:50,740 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:50,857 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:50,975 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:51,094 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:51,213 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:51,330 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:51,448 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:51,566 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:51,684 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:51,801 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.906, mIoU: 0.481
2023-08-04 13:38:51,919 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.906, mIoU: 0.482
2023-08-04 13:38:52,037 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.907, mIoU: 0.482
2023-08-04 13:38:52,156 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.907, mIoU: 0.482
2023-08-04 13:38:52,273 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.907, mIoU: 0.482
2023-08-04 13:38:52,390 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.907, mIoU: 0.482
2023-08-04 13:38:52,508 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.907, mIoU: 0.482
2023-08-04 13:38:52,626 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.907, mIoU: 0.482
2023-08-04 13:38:52,745 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.907, mIoU: 0.482
2023-08-04 13:38:52,863 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.907, mIoU: 0.482
2023-08-04 13:38:52,981 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.907, mIoU: 0.482
2023-08-04 13:38:53,099 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.907, mIoU: 0.483
2023-08-04 13:38:53,220 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.907, mIoU: 0.483
2023-08-04 13:38:53,337 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.907, mIoU: 0.483
2023-08-04 13:38:53,455 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.907, mIoU: 0.483
2023-08-04 13:38:53,574 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:53,693 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:53,810 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:53,927 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:54,044 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:54,163 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:54,281 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:54,399 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:54,517 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:54,636 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.908, mIoU: 0.483
2023-08-04 13:38:54,755 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.909, mIoU: 0.483
2023-08-04 13:38:54,873 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:54,991 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:55,109 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:55,228 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:55,346 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:55,464 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:55,581 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:55,699 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:55,819 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:55,938 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:56,056 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:56,175 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.909, mIoU: 0.484
2023-08-04 13:38:56,295 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.910, mIoU: 0.484
2023-08-04 13:38:56,413 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.910, mIoU: 0.485
2023-08-04 13:38:56,530 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.910, mIoU: 0.485
2023-08-04 13:38:56,649 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.910, mIoU: 0.485
2023-08-04 13:38:56,769 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.910, mIoU: 0.485
2023-08-04 13:38:56,888 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.910, mIoU: 0.485
2023-08-04 13:38:57,005 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.910, mIoU: 0.485
2023-08-04 13:38:57,123 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.910, mIoU: 0.485
2023-08-04 13:38:57,241 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.910, mIoU: 0.485
2023-08-04 13:38:57,358 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.910, mIoU: 0.486
2023-08-04 13:38:57,478 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.910, mIoU: 0.486
2023-08-04 13:38:57,596 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.910, mIoU: 0.485
2023-08-04 13:38:57,714 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:57,835 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:57,953 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:58,073 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:58,191 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:58,308 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:58,425 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:58,543 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:58,661 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.911, mIoU: 0.486
2023-08-04 13:38:58,779 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.911, mIoU: 0.486
2023-08-04 13:38:58,896 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:59,014 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:59,133 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.911, mIoU: 0.485
2023-08-04 13:38:59,251 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:38:59,369 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:38:59,487 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:38:59,605 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:38:59,725 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:38:59,844 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:38:59,962 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:39:00,080 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:39:00,199 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:39:00,317 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:39:00,434 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.912, mIoU: 0.486
2023-08-04 13:39:00,552 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.912, mIoU: 0.488
2023-08-04 13:39:00,671 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.912, mIoU: 0.488
2023-08-04 13:39:00,789 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:00,906 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:01,024 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:01,140 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.912, mIoU: 0.488
2023-08-04 13:39:01,258 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:01,375 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:01,493 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:01,612 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:01,731 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.912, mIoU: 0.487
2023-08-04 13:39:01,849 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:01,967 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:02,085 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:02,203 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:02,322 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:02,439 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:02,555 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:02,673 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:02,792 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:02,907 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:03,026 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:03,143 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:03,261 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:03,379 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:03,497 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:03,615 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:03,735 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:03,851 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.913, mIoU: 0.488
2023-08-04 13:39:03,970 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.913, mIoU: 0.489
2023-08-04 13:39:04,087 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.913, mIoU: 0.489
2023-08-04 13:39:04,205 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.913, mIoU: 0.489
2023-08-04 13:39:04,323 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.913, mIoU: 0.490
2023-08-04 13:39:04,441 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.913, mIoU: 0.490
2023-08-04 13:39:04,559 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.913, mIoU: 0.490
2023-08-04 13:39:04,677 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.914, mIoU: 0.490
2023-08-04 13:39:04,795 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.913, mIoU: 0.490
2023-08-04 13:39:04,912 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.914, mIoU: 0.490
2023-08-04 13:39:05,031 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.914, mIoU: 0.490
2023-08-04 13:39:05,150 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.914, mIoU: 0.490
2023-08-04 13:39:05,267 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.914, mIoU: 0.491
2023-08-04 13:39:05,385 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.914, mIoU: 0.491
2023-08-04 13:39:05,502 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.914, mIoU: 0.491
2023-08-04 13:39:05,619 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.914, mIoU: 0.491
2023-08-04 13:39:05,738 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.914, mIoU: 0.491
2023-08-04 13:39:05,855 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.914, mIoU: 0.491
2023-08-04 13:39:21,975 semantic_segmentation INFO: Iters: 3210/150000 || Lr: 0.019615 || Task Loss: 0.4838 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:06 || Estimated Time: 2 days, 19:54:26
2023-08-04 13:39:37,868 semantic_segmentation INFO: Iters: 3220/150000 || Lr: 0.019613 || Task Loss: 0.4685 || KD Loss: 0.2112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:22 || Estimated Time: 2 days, 19:53:34
2023-08-04 13:39:53,799 semantic_segmentation INFO: Iters: 3230/150000 || Lr: 0.019612 || Task Loss: 0.5595 || KD Loss: 0.3302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:38 || Estimated Time: 2 days, 19:52:45
2023-08-04 13:40:09,738 semantic_segmentation INFO: Iters: 3240/150000 || Lr: 0.019611 || Task Loss: 0.4962 || KD Loss: 0.2375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:54 || Estimated Time: 2 days, 19:51:56
2023-08-04 13:40:25,695 semantic_segmentation INFO: Iters: 3250/150000 || Lr: 0.019610 || Task Loss: 0.4616 || KD Loss: 0.2544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:10 || Estimated Time: 2 days, 19:51:08
2023-08-04 13:40:41,643 semantic_segmentation INFO: Iters: 3260/150000 || Lr: 0.019608 || Task Loss: 0.3884 || KD Loss: 0.1657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0904|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:26 || Estimated Time: 2 days, 19:50:20
2023-08-04 13:40:57,597 semantic_segmentation INFO: Iters: 3270/150000 || Lr: 0.019607 || Task Loss: 0.4379 || KD Loss: 0.2144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:42 || Estimated Time: 2 days, 19:49:33
2023-08-04 13:41:13,535 semantic_segmentation INFO: Iters: 3280/150000 || Lr: 0.019606 || Task Loss: 0.8432 || KD Loss: 0.3998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:58 || Estimated Time: 2 days, 19:48:45
2023-08-04 13:41:29,470 semantic_segmentation INFO: Iters: 3290/150000 || Lr: 0.019605 || Task Loss: 0.3846 || KD Loss: 0.2189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1035|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:31:14 || Estimated Time: 2 days, 19:47:57
2023-08-04 13:41:45,408 semantic_segmentation INFO: Iters: 3300/150000 || Lr: 0.019604 || Task Loss: 0.5549 || KD Loss: 0.2721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:31:29 || Estimated Time: 2 days, 19:47:09
2023-08-04 13:42:01,359 semantic_segmentation INFO: Iters: 3310/150000 || Lr: 0.019602 || Task Loss: 0.6033 || KD Loss: 0.3416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:31:45 || Estimated Time: 2 days, 19:46:22
2023-08-04 13:42:17,304 semantic_segmentation INFO: Iters: 3320/150000 || Lr: 0.019601 || Task Loss: 0.2639 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:01 || Estimated Time: 2 days, 19:45:35
2023-08-04 13:42:33,264 semantic_segmentation INFO: Iters: 3330/150000 || Lr: 0.019600 || Task Loss: 0.5258 || KD Loss: 0.2514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:17 || Estimated Time: 2 days, 19:44:48
2023-08-04 13:42:49,229 semantic_segmentation INFO: Iters: 3340/150000 || Lr: 0.019599 || Task Loss: 0.3130 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:33 || Estimated Time: 2 days, 19:44:03
2023-08-04 13:43:05,186 semantic_segmentation INFO: Iters: 3350/150000 || Lr: 0.019598 || Task Loss: 0.2542 || KD Loss: 0.1596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:49 || Estimated Time: 2 days, 19:43:17
2023-08-04 13:43:21,142 semantic_segmentation INFO: Iters: 3360/150000 || Lr: 0.019596 || Task Loss: 0.8756 || KD Loss: 0.4871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:05 || Estimated Time: 2 days, 19:42:31
2023-08-04 13:43:37,077 semantic_segmentation INFO: Iters: 3370/150000 || Lr: 0.019595 || Task Loss: 0.2820 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:21 || Estimated Time: 2 days, 19:41:45
2023-08-04 13:43:53,027 semantic_segmentation INFO: Iters: 3380/150000 || Lr: 0.019594 || Task Loss: 0.4034 || KD Loss: 0.2511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:37 || Estimated Time: 2 days, 19:40:59
2023-08-04 13:44:08,971 semantic_segmentation INFO: Iters: 3390/150000 || Lr: 0.019593 || Task Loss: 0.4409 || KD Loss: 0.2327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:53 || Estimated Time: 2 days, 19:40:13
2023-08-04 13:44:24,915 semantic_segmentation INFO: Iters: 3400/150000 || Lr: 0.019592 || Task Loss: 0.3430 || KD Loss: 0.1429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:09 || Estimated Time: 2 days, 19:39:27
2023-08-04 13:44:40,836 semantic_segmentation INFO: Iters: 3410/150000 || Lr: 0.019590 || Task Loss: 0.3347 || KD Loss: 0.2336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:25 || Estimated Time: 2 days, 19:38:41
2023-08-04 13:44:56,740 semantic_segmentation INFO: Iters: 3420/150000 || Lr: 0.019589 || Task Loss: 0.4150 || KD Loss: 0.2277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:41 || Estimated Time: 2 days, 19:37:54
2023-08-04 13:45:12,653 semantic_segmentation INFO: Iters: 3430/150000 || Lr: 0.019588 || Task Loss: 0.5507 || KD Loss: 0.2561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:57 || Estimated Time: 2 days, 19:37:08
2023-08-04 13:45:28,555 semantic_segmentation INFO: Iters: 3440/150000 || Lr: 0.019587 || Task Loss: 0.5388 || KD Loss: 0.2965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:13 || Estimated Time: 2 days, 19:36:21
2023-08-04 13:45:44,460 semantic_segmentation INFO: Iters: 3450/150000 || Lr: 0.019586 || Task Loss: 0.4464 || KD Loss: 0.1900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:28 || Estimated Time: 2 days, 19:35:35
2023-08-04 13:46:00,364 semantic_segmentation INFO: Iters: 3460/150000 || Lr: 0.019584 || Task Loss: 0.3960 || KD Loss: 0.1983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:34:48
2023-08-04 13:46:16,255 semantic_segmentation INFO: Iters: 3470/150000 || Lr: 0.019583 || Task Loss: 0.6634 || KD Loss: 0.2369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:34:02
2023-08-04 13:46:32,160 semantic_segmentation INFO: Iters: 3480/150000 || Lr: 0.019582 || Task Loss: 0.5465 || KD Loss: 0.2702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:33:16
2023-08-04 13:46:48,079 semantic_segmentation INFO: Iters: 3490/150000 || Lr: 0.019581 || Task Loss: 0.8936 || KD Loss: 0.4803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0955|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:32 || Estimated Time: 2 days, 19:32:31
2023-08-04 13:47:03,973 semantic_segmentation INFO: Iters: 3500/150000 || Lr: 0.019580 || Task Loss: 0.6839 || KD Loss: 0.4508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:48 || Estimated Time: 2 days, 19:31:45
2023-08-04 13:47:19,872 semantic_segmentation INFO: Iters: 3510/150000 || Lr: 0.019578 || Task Loss: 0.3337 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:04 || Estimated Time: 2 days, 19:30:59
2023-08-04 13:47:35,763 semantic_segmentation INFO: Iters: 3520/150000 || Lr: 0.019577 || Task Loss: 0.9281 || KD Loss: 0.6061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:20 || Estimated Time: 2 days, 19:30:14
2023-08-04 13:47:51,661 semantic_segmentation INFO: Iters: 3530/150000 || Lr: 0.019576 || Task Loss: 0.7923 || KD Loss: 0.3965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:36 || Estimated Time: 2 days, 19:29:28
2023-08-04 13:48:07,541 semantic_segmentation INFO: Iters: 3540/150000 || Lr: 0.019575 || Task Loss: 0.4852 || KD Loss: 0.2127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:52 || Estimated Time: 2 days, 19:28:42
2023-08-04 13:48:23,431 semantic_segmentation INFO: Iters: 3550/150000 || Lr: 0.019574 || Task Loss: 0.9146 || KD Loss: 0.4580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:07 || Estimated Time: 2 days, 19:27:57
2023-08-04 13:48:39,326 semantic_segmentation INFO: Iters: 3560/150000 || Lr: 0.019572 || Task Loss: 0.5539 || KD Loss: 0.2742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:23 || Estimated Time: 2 days, 19:27:12
2023-08-04 13:48:55,188 semantic_segmentation INFO: Iters: 3570/150000 || Lr: 0.019571 || Task Loss: 0.2781 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:39 || Estimated Time: 2 days, 19:26:26
2023-08-04 13:49:11,078 semantic_segmentation INFO: Iters: 3580/150000 || Lr: 0.019570 || Task Loss: 0.4901 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:55 || Estimated Time: 2 days, 19:25:41
2023-08-04 13:49:26,980 semantic_segmentation INFO: Iters: 3590/150000 || Lr: 0.019569 || Task Loss: 0.4500 || KD Loss: 0.1674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:11 || Estimated Time: 2 days, 19:24:57
2023-08-04 13:49:42,860 semantic_segmentation INFO: Iters: 3600/150000 || Lr: 0.019568 || Task Loss: 0.3737 || KD Loss: 0.1723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:27 || Estimated Time: 2 days, 19:24:12
2023-08-04 13:49:58,740 semantic_segmentation INFO: Iters: 3610/150000 || Lr: 0.019566 || Task Loss: 0.3950 || KD Loss: 0.1837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:43 || Estimated Time: 2 days, 19:23:27
2023-08-04 13:50:14,618 semantic_segmentation INFO: Iters: 3620/150000 || Lr: 0.019565 || Task Loss: 0.7822 || KD Loss: 0.4825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0949|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:59 || Estimated Time: 2 days, 19:22:42
2023-08-04 13:50:30,512 semantic_segmentation INFO: Iters: 3630/150000 || Lr: 0.019564 || Task Loss: 0.6933 || KD Loss: 0.3824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:15 || Estimated Time: 2 days, 19:21:59
2023-08-04 13:50:46,393 semantic_segmentation INFO: Iters: 3640/150000 || Lr: 0.019563 || Task Loss: 0.4654 || KD Loss: 0.2194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:30 || Estimated Time: 2 days, 19:21:14
2023-08-04 13:51:02,279 semantic_segmentation INFO: Iters: 3650/150000 || Lr: 0.019562 || Task Loss: 0.8118 || KD Loss: 0.4242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:46 || Estimated Time: 2 days, 19:20:31
2023-08-04 13:51:18,198 semantic_segmentation INFO: Iters: 3660/150000 || Lr: 0.019560 || Task Loss: 0.6359 || KD Loss: 0.4161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:02 || Estimated Time: 2 days, 19:19:48
2023-08-04 13:51:34,094 semantic_segmentation INFO: Iters: 3670/150000 || Lr: 0.019559 || Task Loss: 0.5597 || KD Loss: 0.3236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:18 || Estimated Time: 2 days, 19:19:05
2023-08-04 13:51:49,996 semantic_segmentation INFO: Iters: 3680/150000 || Lr: 0.019558 || Task Loss: 0.5102 || KD Loss: 0.2642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0905|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:34 || Estimated Time: 2 days, 19:18:22
2023-08-04 13:52:05,900 semantic_segmentation INFO: Iters: 3690/150000 || Lr: 0.019557 || Task Loss: 0.4907 || KD Loss: 0.2278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:50 || Estimated Time: 2 days, 19:17:40
2023-08-04 13:52:21,772 semantic_segmentation INFO: Iters: 3700/150000 || Lr: 0.019556 || Task Loss: 0.4008 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:06 || Estimated Time: 2 days, 19:16:56
2023-08-04 13:52:37,641 semantic_segmentation INFO: Iters: 3710/150000 || Lr: 0.019554 || Task Loss: 0.6064 || KD Loss: 0.2868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0938|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:22 || Estimated Time: 2 days, 19:16:12
2023-08-04 13:52:53,509 semantic_segmentation INFO: Iters: 3720/150000 || Lr: 0.019553 || Task Loss: 0.5433 || KD Loss: 0.2780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:38 || Estimated Time: 2 days, 19:15:29
2023-08-04 13:53:09,376 semantic_segmentation INFO: Iters: 3730/150000 || Lr: 0.019552 || Task Loss: 0.4706 || KD Loss: 0.2613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:53 || Estimated Time: 2 days, 19:14:45
2023-08-04 13:53:25,249 semantic_segmentation INFO: Iters: 3740/150000 || Lr: 0.019551 || Task Loss: 0.3993 || KD Loss: 0.1998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:09 || Estimated Time: 2 days, 19:14:02
2023-08-04 13:53:41,126 semantic_segmentation INFO: Iters: 3750/150000 || Lr: 0.019550 || Task Loss: 0.4955 || KD Loss: 0.2376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:25 || Estimated Time: 2 days, 19:13:20
2023-08-04 13:53:56,987 semantic_segmentation INFO: Iters: 3760/150000 || Lr: 0.019548 || Task Loss: 0.3080 || KD Loss: 0.1585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:12:36
2023-08-04 13:54:12,871 semantic_segmentation INFO: Iters: 3770/150000 || Lr: 0.019547 || Task Loss: 0.4831 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:11:54
2023-08-04 13:54:28,733 semantic_segmentation INFO: Iters: 3780/150000 || Lr: 0.019546 || Task Loss: 0.5214 || KD Loss: 0.3443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:13 || Estimated Time: 2 days, 19:11:11
2023-08-04 13:54:44,614 semantic_segmentation INFO: Iters: 3790/150000 || Lr: 0.019545 || Task Loss: 0.4468 || KD Loss: 0.2249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:29 || Estimated Time: 2 days, 19:10:29
2023-08-04 13:55:00,483 semantic_segmentation INFO: Iters: 3800/150000 || Lr: 0.019544 || Task Loss: 0.3260 || KD Loss: 0.1794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:45 || Estimated Time: 2 days, 19:09:47
2023-08-04 13:55:16,360 semantic_segmentation INFO: Iters: 3810/150000 || Lr: 0.019542 || Task Loss: 0.4790 || KD Loss: 0.2509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:00 || Estimated Time: 2 days, 19:09:05
2023-08-04 13:55:32,244 semantic_segmentation INFO: Iters: 3820/150000 || Lr: 0.019541 || Task Loss: 0.3136 || KD Loss: 0.2106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:16 || Estimated Time: 2 days, 19:08:24
2023-08-04 13:55:48,157 semantic_segmentation INFO: Iters: 3830/150000 || Lr: 0.019540 || Task Loss: 0.4554 || KD Loss: 0.2151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:32 || Estimated Time: 2 days, 19:07:43
2023-08-04 13:56:04,053 semantic_segmentation INFO: Iters: 3840/150000 || Lr: 0.019539 || Task Loss: 0.4253 || KD Loss: 0.1984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:48 || Estimated Time: 2 days, 19:07:02
2023-08-04 13:56:19,921 semantic_segmentation INFO: Iters: 3850/150000 || Lr: 0.019538 || Task Loss: 0.5401 || KD Loss: 0.2453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:04 || Estimated Time: 2 days, 19:06:21
2023-08-04 13:56:35,787 semantic_segmentation INFO: Iters: 3860/150000 || Lr: 0.019536 || Task Loss: 0.5573 || KD Loss: 0.2444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0926|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:20 || Estimated Time: 2 days, 19:05:39
2023-08-04 13:56:51,662 semantic_segmentation INFO: Iters: 3870/150000 || Lr: 0.019535 || Task Loss: 0.5750 || KD Loss: 0.3468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:36 || Estimated Time: 2 days, 19:04:58
2023-08-04 13:57:07,545 semantic_segmentation INFO: Iters: 3880/150000 || Lr: 0.019534 || Task Loss: 0.4144 || KD Loss: 0.2112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:52 || Estimated Time: 2 days, 19:04:17
2023-08-04 13:57:23,431 semantic_segmentation INFO: Iters: 3890/150000 || Lr: 0.019533 || Task Loss: 0.3224 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:07 || Estimated Time: 2 days, 19:03:37
2023-08-04 13:57:39,322 semantic_segmentation INFO: Iters: 3900/150000 || Lr: 0.019532 || Task Loss: 0.4630 || KD Loss: 0.2076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:23 || Estimated Time: 2 days, 19:02:56
2023-08-04 13:57:55,214 semantic_segmentation INFO: Iters: 3910/150000 || Lr: 0.019530 || Task Loss: 0.3571 || KD Loss: 0.1813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:39 || Estimated Time: 2 days, 19:02:16
2023-08-04 13:58:11,097 semantic_segmentation INFO: Iters: 3920/150000 || Lr: 0.019529 || Task Loss: 0.3959 || KD Loss: 0.6029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:55 || Estimated Time: 2 days, 19:01:36
2023-08-04 13:58:26,974 semantic_segmentation INFO: Iters: 3930/150000 || Lr: 0.019528 || Task Loss: 0.7074 || KD Loss: 0.3358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:11 || Estimated Time: 2 days, 19:00:56
2023-08-04 13:58:42,844 semantic_segmentation INFO: Iters: 3940/150000 || Lr: 0.019527 || Task Loss: 0.4719 || KD Loss: 0.2419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:27 || Estimated Time: 2 days, 19:00:15
2023-08-04 13:58:58,723 semantic_segmentation INFO: Iters: 3950/150000 || Lr: 0.019525 || Task Loss: 0.4225 || KD Loss: 0.2619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:43 || Estimated Time: 2 days, 18:59:35
2023-08-04 13:59:14,607 semantic_segmentation INFO: Iters: 3960/150000 || Lr: 0.019524 || Task Loss: 0.6065 || KD Loss: 0.3057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:59 || Estimated Time: 2 days, 18:58:56
2023-08-04 13:59:30,495 semantic_segmentation INFO: Iters: 3970/150000 || Lr: 0.019523 || Task Loss: 0.6440 || KD Loss: 0.2827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:15 || Estimated Time: 2 days, 18:58:16
2023-08-04 13:59:46,395 semantic_segmentation INFO: Iters: 3980/150000 || Lr: 0.019522 || Task Loss: 0.3083 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:30 || Estimated Time: 2 days, 18:57:37
2023-08-04 14:00:02,313 semantic_segmentation INFO: Iters: 3990/150000 || Lr: 0.019521 || Task Loss: 0.3206 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:46 || Estimated Time: 2 days, 18:56:59
2023-08-04 14:00:18,211 semantic_segmentation INFO: Iters: 4000/150000 || Lr: 0.019519 || Task Loss: 0.3245 || KD Loss: 0.1409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:02 || Estimated Time: 2 days, 18:56:20
2023-08-04 14:00:18,295 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 14:00:19,126 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.941, mIoU: 0.367
2023-08-04 14:00:19,247 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.949, mIoU: 0.421
2023-08-04 14:00:19,364 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.393
2023-08-04 14:00:19,481 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.417
2023-08-04 14:00:19,600 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.412
2023-08-04 14:00:19,718 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.947, mIoU: 0.410
2023-08-04 14:00:19,837 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.946, mIoU: 0.408
2023-08-04 14:00:19,954 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.945, mIoU: 0.419
2023-08-04 14:00:20,071 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.945, mIoU: 0.422
2023-08-04 14:00:20,189 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.941, mIoU: 0.436
2023-08-04 14:00:20,309 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.441
2023-08-04 14:00:20,427 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.935, mIoU: 0.479
2023-08-04 14:00:20,546 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.932, mIoU: 0.475
2023-08-04 14:00:20,665 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.468
2023-08-04 14:00:20,785 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.930, mIoU: 0.475
2023-08-04 14:00:20,903 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.928, mIoU: 0.472
2023-08-04 14:00:21,020 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.928, mIoU: 0.469
2023-08-04 14:00:21,139 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.928, mIoU: 0.467
2023-08-04 14:00:21,257 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.927, mIoU: 0.479
2023-08-04 14:00:21,374 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.926, mIoU: 0.485
2023-08-04 14:00:21,491 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.489
2023-08-04 14:00:21,611 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.917, mIoU: 0.484
2023-08-04 14:00:21,732 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.917, mIoU: 0.485
2023-08-04 14:00:21,850 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.916, mIoU: 0.489
2023-08-04 14:00:21,967 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.914, mIoU: 0.508
2023-08-04 14:00:22,084 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.511
2023-08-04 14:00:22,205 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.914, mIoU: 0.507
2023-08-04 14:00:22,322 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.504
2023-08-04 14:00:22,440 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.911, mIoU: 0.500
2023-08-04 14:00:22,557 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.910, mIoU: 0.493
2023-08-04 14:00:22,673 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.910, mIoU: 0.493
2023-08-04 14:00:22,791 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.911, mIoU: 0.495
2023-08-04 14:00:22,909 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.912, mIoU: 0.496
2023-08-04 14:00:23,026 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.912, mIoU: 0.499
2023-08-04 14:00:23,144 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.500
2023-08-04 14:00:23,260 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.499
2023-08-04 14:00:23,380 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.499
2023-08-04 14:00:23,499 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.498
2023-08-04 14:00:23,617 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.499
2023-08-04 14:00:23,734 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.912, mIoU: 0.499
2023-08-04 14:00:23,852 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.501
2023-08-04 14:00:23,970 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.913, mIoU: 0.500
2023-08-04 14:00:24,088 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.502
2023-08-04 14:00:24,207 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.502
2023-08-04 14:00:24,325 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.500
2023-08-04 14:00:24,442 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.915, mIoU: 0.499
2023-08-04 14:00:24,562 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.916, mIoU: 0.500
2023-08-04 14:00:24,681 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.917, mIoU: 0.499
2023-08-04 14:00:24,803 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.505
2023-08-04 14:00:24,921 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.506
2023-08-04 14:00:25,038 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.506
2023-08-04 14:00:25,156 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.503
2023-08-04 14:00:25,276 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.916, mIoU: 0.503
2023-08-04 14:00:25,393 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.501
2023-08-04 14:00:25,511 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.913, mIoU: 0.498
2023-08-04 14:00:25,629 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.913, mIoU: 0.497
2023-08-04 14:00:25,745 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.913, mIoU: 0.498
2023-08-04 14:00:25,864 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.914, mIoU: 0.503
2023-08-04 14:00:25,982 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.914, mIoU: 0.506
2023-08-04 14:00:26,100 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.505
2023-08-04 14:00:26,218 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.506
2023-08-04 14:00:26,337 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.507
2023-08-04 14:00:26,455 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.506
2023-08-04 14:00:26,573 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.913, mIoU: 0.510
2023-08-04 14:00:26,693 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.511
2023-08-04 14:00:26,811 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.912, mIoU: 0.511
2023-08-04 14:00:26,927 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.911, mIoU: 0.508
2023-08-04 14:00:27,044 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.910, mIoU: 0.509
2023-08-04 14:00:27,162 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.910, mIoU: 0.508
2023-08-04 14:00:27,280 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.911, mIoU: 0.508
2023-08-04 14:00:27,400 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.509
2023-08-04 14:00:27,518 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.912, mIoU: 0.509
2023-08-04 14:00:27,636 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.913, mIoU: 0.509
2023-08-04 14:00:27,755 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.913, mIoU: 0.508
2023-08-04 14:00:27,875 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.912, mIoU: 0.508
2023-08-04 14:00:27,993 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.912, mIoU: 0.507
2023-08-04 14:00:28,111 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.912, mIoU: 0.507
2023-08-04 14:00:28,228 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.912, mIoU: 0.507
2023-08-04 14:00:28,346 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.912, mIoU: 0.507
2023-08-04 14:00:28,463 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.912, mIoU: 0.509
2023-08-04 14:00:28,584 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.911, mIoU: 0.511
2023-08-04 14:00:28,701 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.911, mIoU: 0.511
2023-08-04 14:00:28,821 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.911, mIoU: 0.511
2023-08-04 14:00:28,939 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.910, mIoU: 0.508
2023-08-04 14:00:29,057 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.907, mIoU: 0.506
2023-08-04 14:00:29,175 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.907, mIoU: 0.506
2023-08-04 14:00:29,296 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.907, mIoU: 0.507
2023-08-04 14:00:29,414 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.908, mIoU: 0.507
2023-08-04 14:00:29,532 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.908, mIoU: 0.507
2023-08-04 14:00:29,650 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.908, mIoU: 0.507
2023-08-04 14:00:29,767 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.908, mIoU: 0.506
2023-08-04 14:00:29,884 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.907, mIoU: 0.517
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2023-08-04 14:00:30,477 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.908, mIoU: 0.515
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2023-08-04 14:00:30,948 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.906, mIoU: 0.514
2023-08-04 14:00:31,064 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.905, mIoU: 0.513
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2023-08-04 14:00:32,010 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.906, mIoU: 0.512
2023-08-04 14:00:32,129 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.906, mIoU: 0.511
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2023-08-04 14:00:33,068 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.906, mIoU: 0.513
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2023-08-04 14:00:35,085 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.908, mIoU: 0.513
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2023-08-04 14:00:38,048 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.908, mIoU: 0.507
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2023-08-04 14:00:45,600 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.914, mIoU: 0.504
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2023-08-04 14:01:01,752 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.913, mIoU: 0.496
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2023-08-04 14:01:17,011 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.921, mIoU: 0.508
2023-08-04 14:01:17,128 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.921, mIoU: 0.508
2023-08-04 14:01:17,247 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.921, mIoU: 0.508
2023-08-04 14:01:17,364 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.921, mIoU: 0.508
2023-08-04 14:01:17,481 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.921, mIoU: 0.509
2023-08-04 14:01:17,598 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.921, mIoU: 0.509
2023-08-04 14:01:17,716 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.921, mIoU: 0.509
2023-08-04 14:01:17,834 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.921, mIoU: 0.509
2023-08-04 14:01:17,951 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.921, mIoU: 0.509
2023-08-04 14:01:18,068 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.921, mIoU: 0.509
2023-08-04 14:01:34,233 semantic_segmentation INFO: Iters: 4010/150000 || Lr: 0.019518 || Task Loss: 0.5073 || KD Loss: 0.2163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:18 || Estimated Time: 2 days, 19:32:11
2023-08-04 14:01:50,164 semantic_segmentation INFO: Iters: 4020/150000 || Lr: 0.019517 || Task Loss: 0.5057 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:34 || Estimated Time: 2 days, 19:31:28
2023-08-04 14:02:06,102 semantic_segmentation INFO: Iters: 4030/150000 || Lr: 0.019516 || Task Loss: 0.7862 || KD Loss: 0.4308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:50 || Estimated Time: 2 days, 19:30:45
2023-08-04 14:02:22,040 semantic_segmentation INFO: Iters: 4040/150000 || Lr: 0.019515 || Task Loss: 0.4524 || KD Loss: 0.2139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:06 || Estimated Time: 2 days, 19:30:03
2023-08-04 14:02:37,989 semantic_segmentation INFO: Iters: 4050/150000 || Lr: 0.019513 || Task Loss: 0.5759 || KD Loss: 0.3171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:22 || Estimated Time: 2 days, 19:29:21
2023-08-04 14:02:53,937 semantic_segmentation INFO: Iters: 4060/150000 || Lr: 0.019512 || Task Loss: 0.3834 || KD Loss: 0.2136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:38 || Estimated Time: 2 days, 19:28:39
2023-08-04 14:03:09,903 semantic_segmentation INFO: Iters: 4070/150000 || Lr: 0.019511 || Task Loss: 0.4112 || KD Loss: 0.2241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:54 || Estimated Time: 2 days, 19:27:58
2023-08-04 14:03:25,840 semantic_segmentation INFO: Iters: 4080/150000 || Lr: 0.019510 || Task Loss: 0.3919 || KD Loss: 0.1568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:10 || Estimated Time: 2 days, 19:27:16
2023-08-04 14:03:41,769 semantic_segmentation INFO: Iters: 4090/150000 || Lr: 0.019509 || Task Loss: 0.2927 || KD Loss: 0.1305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:26 || Estimated Time: 2 days, 19:26:34
2023-08-04 14:03:57,692 semantic_segmentation INFO: Iters: 4100/150000 || Lr: 0.019507 || Task Loss: 0.4294 || KD Loss: 0.2010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:42 || Estimated Time: 2 days, 19:25:52
2023-08-04 14:04:13,609 semantic_segmentation INFO: Iters: 4110/150000 || Lr: 0.019506 || Task Loss: 0.8110 || KD Loss: 0.4903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:58 || Estimated Time: 2 days, 19:25:10
2023-08-04 14:04:29,532 semantic_segmentation INFO: Iters: 4120/150000 || Lr: 0.019505 || Task Loss: 0.3198 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:14 || Estimated Time: 2 days, 19:24:28
2023-08-04 14:04:45,435 semantic_segmentation INFO: Iters: 4130/150000 || Lr: 0.019504 || Task Loss: 0.2753 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:29 || Estimated Time: 2 days, 19:23:45
2023-08-04 14:05:01,357 semantic_segmentation INFO: Iters: 4140/150000 || Lr: 0.019503 || Task Loss: 0.4386 || KD Loss: 0.2779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:45 || Estimated Time: 2 days, 19:23:04
2023-08-04 14:05:17,258 semantic_segmentation INFO: Iters: 4150/150000 || Lr: 0.019501 || Task Loss: 0.3057 || KD Loss: 0.1432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:22:21
2023-08-04 14:05:33,158 semantic_segmentation INFO: Iters: 4160/150000 || Lr: 0.019500 || Task Loss: 0.2822 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:21:39
2023-08-04 14:05:49,050 semantic_segmentation INFO: Iters: 4170/150000 || Lr: 0.019499 || Task Loss: 0.2009 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:55:33 || Estimated Time: 2 days, 19:20:57
2023-08-04 14:06:04,955 semantic_segmentation INFO: Iters: 4180/150000 || Lr: 0.019498 || Task Loss: 0.4421 || KD Loss: 0.2061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:55:49 || Estimated Time: 2 days, 19:20:15
2023-08-04 14:06:20,844 semantic_segmentation INFO: Iters: 4190/150000 || Lr: 0.019497 || Task Loss: 0.4725 || KD Loss: 0.2166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:05 || Estimated Time: 2 days, 19:19:33
2023-08-04 14:06:36,727 semantic_segmentation INFO: Iters: 4200/150000 || Lr: 0.019495 || Task Loss: 0.3700 || KD Loss: 0.1932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:21 || Estimated Time: 2 days, 19:18:51
2023-08-04 14:06:52,632 semantic_segmentation INFO: Iters: 4210/150000 || Lr: 0.019494 || Task Loss: 0.3347 || KD Loss: 0.1657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:37 || Estimated Time: 2 days, 19:18:09
2023-08-04 14:07:08,525 semantic_segmentation INFO: Iters: 4220/150000 || Lr: 0.019493 || Task Loss: 0.3278 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:53 || Estimated Time: 2 days, 19:17:27
2023-08-04 14:07:24,405 semantic_segmentation INFO: Iters: 4230/150000 || Lr: 0.019492 || Task Loss: 0.2722 || KD Loss: 0.1592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:08 || Estimated Time: 2 days, 19:16:45
2023-08-04 14:07:40,293 semantic_segmentation INFO: Iters: 4240/150000 || Lr: 0.019491 || Task Loss: 0.3551 || KD Loss: 0.1592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:24 || Estimated Time: 2 days, 19:16:04
2023-08-04 14:07:56,178 semantic_segmentation INFO: Iters: 4250/150000 || Lr: 0.019489 || Task Loss: 0.6548 || KD Loss: 0.3540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:40 || Estimated Time: 2 days, 19:15:22
2023-08-04 14:08:12,061 semantic_segmentation INFO: Iters: 4260/150000 || Lr: 0.019488 || Task Loss: 0.4481 || KD Loss: 0.2476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:56 || Estimated Time: 2 days, 19:14:41
2023-08-04 14:08:27,956 semantic_segmentation INFO: Iters: 4270/150000 || Lr: 0.019487 || Task Loss: 0.5996 || KD Loss: 0.2735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:12 || Estimated Time: 2 days, 19:13:59
2023-08-04 14:08:43,853 semantic_segmentation INFO: Iters: 4280/150000 || Lr: 0.019486 || Task Loss: 0.3329 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:28 || Estimated Time: 2 days, 19:13:19
2023-08-04 14:08:59,775 semantic_segmentation INFO: Iters: 4290/150000 || Lr: 0.019485 || Task Loss: 0.5832 || KD Loss: 0.3055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:44 || Estimated Time: 2 days, 19:12:39
2023-08-04 14:09:15,672 semantic_segmentation INFO: Iters: 4300/150000 || Lr: 0.019483 || Task Loss: 0.3722 || KD Loss: 0.1771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:00 || Estimated Time: 2 days, 19:11:58
2023-08-04 14:09:31,563 semantic_segmentation INFO: Iters: 4310/150000 || Lr: 0.019482 || Task Loss: 0.3265 || KD Loss: 0.1787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:16 || Estimated Time: 2 days, 19:11:18
2023-08-04 14:09:47,446 semantic_segmentation INFO: Iters: 4320/150000 || Lr: 0.019481 || Task Loss: 0.3295 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:31 || Estimated Time: 2 days, 19:10:37
2023-08-04 14:10:03,346 semantic_segmentation INFO: Iters: 4330/150000 || Lr: 0.019480 || Task Loss: 0.4405 || KD Loss: 0.1971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:47 || Estimated Time: 2 days, 19:09:57
2023-08-04 14:10:19,234 semantic_segmentation INFO: Iters: 4340/150000 || Lr: 0.019479 || Task Loss: 0.3406 || KD Loss: 0.1523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:03 || Estimated Time: 2 days, 19:09:16
2023-08-04 14:10:35,119 semantic_segmentation INFO: Iters: 4350/150000 || Lr: 0.019477 || Task Loss: 0.4871 || KD Loss: 0.2033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:19 || Estimated Time: 2 days, 19:08:35
2023-08-04 14:10:50,999 semantic_segmentation INFO: Iters: 4360/150000 || Lr: 0.019476 || Task Loss: 0.3661 || KD Loss: 0.1655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:35 || Estimated Time: 2 days, 19:07:55
2023-08-04 14:11:06,870 semantic_segmentation INFO: Iters: 4370/150000 || Lr: 0.019475 || Task Loss: 0.4455 || KD Loss: 0.1722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:07:14
2023-08-04 14:11:22,759 semantic_segmentation INFO: Iters: 4380/150000 || Lr: 0.019474 || Task Loss: 0.5411 || KD Loss: 0.2438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:06:34
2023-08-04 14:11:38,643 semantic_segmentation INFO: Iters: 4390/150000 || Lr: 0.019473 || Task Loss: 0.3704 || KD Loss: 0.2058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:23 || Estimated Time: 2 days, 19:05:54
2023-08-04 14:11:54,516 semantic_segmentation INFO: Iters: 4400/150000 || Lr: 0.019471 || Task Loss: 0.3394 || KD Loss: 0.1602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:39 || Estimated Time: 2 days, 19:05:14
2023-08-04 14:12:10,415 semantic_segmentation INFO: Iters: 4410/150000 || Lr: 0.019470 || Task Loss: 0.8018 || KD Loss: 0.4610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:54 || Estimated Time: 2 days, 19:04:35
2023-08-04 14:12:26,292 semantic_segmentation INFO: Iters: 4420/150000 || Lr: 0.019469 || Task Loss: 0.7864 || KD Loss: 0.4269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:10 || Estimated Time: 2 days, 19:03:55
2023-08-04 14:12:42,160 semantic_segmentation INFO: Iters: 4430/150000 || Lr: 0.019468 || Task Loss: 0.5756 || KD Loss: 0.2494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:26 || Estimated Time: 2 days, 19:03:15
2023-08-04 14:12:58,048 semantic_segmentation INFO: Iters: 4440/150000 || Lr: 0.019467 || Task Loss: 0.4601 || KD Loss: 0.2160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:42 || Estimated Time: 2 days, 19:02:35
2023-08-04 14:13:13,948 semantic_segmentation INFO: Iters: 4450/150000 || Lr: 0.019465 || Task Loss: 0.5017 || KD Loss: 0.2743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:58 || Estimated Time: 2 days, 19:01:57
2023-08-04 14:13:29,828 semantic_segmentation INFO: Iters: 4460/150000 || Lr: 0.019464 || Task Loss: 0.3171 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:14 || Estimated Time: 2 days, 19:01:17
2023-08-04 14:13:45,729 semantic_segmentation INFO: Iters: 4470/150000 || Lr: 0.019463 || Task Loss: 0.4843 || KD Loss: 0.1927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:30 || Estimated Time: 2 days, 19:00:39
2023-08-04 14:14:01,620 semantic_segmentation INFO: Iters: 4480/150000 || Lr: 0.019462 || Task Loss: 0.7032 || KD Loss: 0.2622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:46 || Estimated Time: 2 days, 19:00:00
2023-08-04 14:14:17,505 semantic_segmentation INFO: Iters: 4490/150000 || Lr: 0.019461 || Task Loss: 0.9710 || KD Loss: 0.5883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:02 || Estimated Time: 2 days, 18:59:21
2023-08-04 14:14:33,383 semantic_segmentation INFO: Iters: 4500/150000 || Lr: 0.019459 || Task Loss: 0.5267 || KD Loss: 0.2351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:17 || Estimated Time: 2 days, 18:58:42
2023-08-04 14:14:49,247 semantic_segmentation INFO: Iters: 4510/150000 || Lr: 0.019458 || Task Loss: 0.5034 || KD Loss: 0.2863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:33 || Estimated Time: 2 days, 18:58:02
2023-08-04 14:15:05,130 semantic_segmentation INFO: Iters: 4520/150000 || Lr: 0.019457 || Task Loss: 0.4683 || KD Loss: 0.2148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:49 || Estimated Time: 2 days, 18:57:24
2023-08-04 14:15:20,987 semantic_segmentation INFO: Iters: 4530/150000 || Lr: 0.019456 || Task Loss: 0.5274 || KD Loss: 0.2563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:05 || Estimated Time: 2 days, 18:56:44
2023-08-04 14:15:36,847 semantic_segmentation INFO: Iters: 4540/150000 || Lr: 0.019454 || Task Loss: 0.5022 || KD Loss: 0.2339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:21 || Estimated Time: 2 days, 18:56:05
2023-08-04 14:15:52,714 semantic_segmentation INFO: Iters: 4550/150000 || Lr: 0.019453 || Task Loss: 0.4597 || KD Loss: 0.2117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:37 || Estimated Time: 2 days, 18:55:26
2023-08-04 14:16:08,591 semantic_segmentation INFO: Iters: 4560/150000 || Lr: 0.019452 || Task Loss: 0.5782 || KD Loss: 0.2698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:53 || Estimated Time: 2 days, 18:54:48
2023-08-04 14:16:24,474 semantic_segmentation INFO: Iters: 4570/150000 || Lr: 0.019451 || Task Loss: 0.3597 || KD Loss: 0.1580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:09 || Estimated Time: 2 days, 18:54:09
2023-08-04 14:16:40,344 semantic_segmentation INFO: Iters: 4580/150000 || Lr: 0.019450 || Task Loss: 0.3741 || KD Loss: 0.1652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:24 || Estimated Time: 2 days, 18:53:31
2023-08-04 14:16:56,210 semantic_segmentation INFO: Iters: 4590/150000 || Lr: 0.019448 || Task Loss: 0.5068 || KD Loss: 0.2740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:40 || Estimated Time: 2 days, 18:52:52
2023-08-04 14:17:12,071 semantic_segmentation INFO: Iters: 4600/150000 || Lr: 0.019447 || Task Loss: 0.3241 || KD Loss: 0.1323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:56 || Estimated Time: 2 days, 18:52:14
2023-08-04 14:17:27,931 semantic_segmentation INFO: Iters: 4610/150000 || Lr: 0.019446 || Task Loss: 0.6316 || KD Loss: 0.3116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:12 || Estimated Time: 2 days, 18:51:35
2023-08-04 14:17:43,796 semantic_segmentation INFO: Iters: 4620/150000 || Lr: 0.019445 || Task Loss: 0.5241 || KD Loss: 0.3481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:28 || Estimated Time: 2 days, 18:50:57
2023-08-04 14:17:59,680 semantic_segmentation INFO: Iters: 4630/150000 || Lr: 0.019444 || Task Loss: 0.3521 || KD Loss: 0.1991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:44 || Estimated Time: 2 days, 18:50:19
2023-08-04 14:18:15,567 semantic_segmentation INFO: Iters: 4640/150000 || Lr: 0.019442 || Task Loss: 0.8307 || KD Loss: 0.4180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:00 || Estimated Time: 2 days, 18:49:42
2023-08-04 14:18:31,463 semantic_segmentation INFO: Iters: 4650/150000 || Lr: 0.019441 || Task Loss: 0.3029 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:16 || Estimated Time: 2 days, 18:49:05
2023-08-04 14:18:47,367 semantic_segmentation INFO: Iters: 4660/150000 || Lr: 0.019440 || Task Loss: 0.3078 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:48:28
2023-08-04 14:19:03,280 semantic_segmentation INFO: Iters: 4670/150000 || Lr: 0.019439 || Task Loss: 0.4543 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:47:52
2023-08-04 14:19:19,183 semantic_segmentation INFO: Iters: 4680/150000 || Lr: 0.019438 || Task Loss: 0.4706 || KD Loss: 0.2637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:03 || Estimated Time: 2 days, 18:47:15
2023-08-04 14:19:35,090 semantic_segmentation INFO: Iters: 4690/150000 || Lr: 0.019436 || Task Loss: 0.5747 || KD Loss: 0.3498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:19 || Estimated Time: 2 days, 18:46:39
2023-08-04 14:19:50,994 semantic_segmentation INFO: Iters: 4700/150000 || Lr: 0.019435 || Task Loss: 0.4673 || KD Loss: 0.1931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:35 || Estimated Time: 2 days, 18:46:03
2023-08-04 14:20:06,884 semantic_segmentation INFO: Iters: 4710/150000 || Lr: 0.019434 || Task Loss: 0.2846 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:51 || Estimated Time: 2 days, 18:45:26
2023-08-04 14:20:22,799 semantic_segmentation INFO: Iters: 4720/150000 || Lr: 0.019433 || Task Loss: 0.6610 || KD Loss: 0.2843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:07 || Estimated Time: 2 days, 18:44:50
2023-08-04 14:20:38,722 semantic_segmentation INFO: Iters: 4730/150000 || Lr: 0.019432 || Task Loss: 0.2544 || KD Loss: 0.1169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:23 || Estimated Time: 2 days, 18:44:15
2023-08-04 14:20:54,656 semantic_segmentation INFO: Iters: 4740/150000 || Lr: 0.019430 || Task Loss: 0.3753 || KD Loss: 0.1655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:39 || Estimated Time: 2 days, 18:43:40
2023-08-04 14:21:10,591 semantic_segmentation INFO: Iters: 4750/150000 || Lr: 0.019429 || Task Loss: 0.5521 || KD Loss: 0.2830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:55 || Estimated Time: 2 days, 18:43:05
2023-08-04 14:21:26,510 semantic_segmentation INFO: Iters: 4760/150000 || Lr: 0.019428 || Task Loss: 0.3855 || KD Loss: 0.2222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:11 || Estimated Time: 2 days, 18:42:29
2023-08-04 14:21:42,453 semantic_segmentation INFO: Iters: 4770/150000 || Lr: 0.019427 || Task Loss: 0.4709 || KD Loss: 0.1927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:26 || Estimated Time: 2 days, 18:41:55
2023-08-04 14:21:58,420 semantic_segmentation INFO: Iters: 4780/150000 || Lr: 0.019426 || Task Loss: 0.3667 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:42 || Estimated Time: 2 days, 18:41:21
2023-08-04 14:22:14,389 semantic_segmentation INFO: Iters: 4790/150000 || Lr: 0.019424 || Task Loss: 0.2966 || KD Loss: 0.1271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:58 || Estimated Time: 2 days, 18:40:47
2023-08-04 14:22:30,332 semantic_segmentation INFO: Iters: 4800/150000 || Lr: 0.019423 || Task Loss: 0.4074 || KD Loss: 0.1661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:14 || Estimated Time: 2 days, 18:40:13
2023-08-04 14:22:30,422 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 14:22:31,230 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.927, mIoU: 0.354
2023-08-04 14:22:31,355 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.944, mIoU: 0.361
2023-08-04 14:22:31,472 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.947, mIoU: 0.371
2023-08-04 14:22:31,590 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.946, mIoU: 0.396
2023-08-04 14:22:31,708 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.398
2023-08-04 14:22:31,827 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.399
2023-08-04 14:22:31,944 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.443
2023-08-04 14:22:32,064 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.948, mIoU: 0.471
2023-08-04 14:22:32,181 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.947, mIoU: 0.478
2023-08-04 14:22:32,300 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.942, mIoU: 0.495
2023-08-04 14:22:32,420 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.500
2023-08-04 14:22:32,536 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.527
2023-08-04 14:22:32,656 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.934, mIoU: 0.506
2023-08-04 14:22:32,773 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.934, mIoU: 0.504
2023-08-04 14:22:32,892 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.515
2023-08-04 14:22:33,011 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.512
2023-08-04 14:22:33,130 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.513
2023-08-04 14:22:33,247 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.930, mIoU: 0.515
2023-08-04 14:22:33,368 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.522
2023-08-04 14:22:33,485 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.929, mIoU: 0.530
2023-08-04 14:22:33,604 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.530
2023-08-04 14:22:33,723 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.520
2023-08-04 14:22:33,844 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.519
2023-08-04 14:22:33,963 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.526
2023-08-04 14:22:34,080 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:22:34,197 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.541
2023-08-04 14:22:34,314 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.538
2023-08-04 14:22:34,431 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.917, mIoU: 0.536
2023-08-04 14:22:34,547 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.533
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2023-08-04 14:22:34,782 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.914, mIoU: 0.531
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2023-08-04 14:22:35,016 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.916, mIoU: 0.536
2023-08-04 14:22:35,135 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.915, mIoU: 0.534
2023-08-04 14:22:35,252 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.916, mIoU: 0.537
2023-08-04 14:22:35,369 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.916, mIoU: 0.536
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2023-08-04 14:22:35,839 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.531
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2023-08-04 14:22:36,076 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.526
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2023-08-04 14:22:36,313 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.527
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2023-08-04 14:22:36,788 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.919, mIoU: 0.523
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2023-08-04 14:22:37,024 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.919, mIoU: 0.530
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2023-08-04 14:22:37,262 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.917, mIoU: 0.526
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2023-08-04 14:22:37,495 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.915, mIoU: 0.522
2023-08-04 14:22:37,613 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.914, mIoU: 0.519
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2023-08-04 14:22:38,916 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.915, mIoU: 0.541
2023-08-04 14:22:39,032 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.914, mIoU: 0.540
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2023-08-04 14:22:40,683 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.916, mIoU: 0.543
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2023-08-04 14:22:41,511 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.913, mIoU: 0.538
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2023-08-04 14:22:41,983 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.912, mIoU: 0.545
2023-08-04 14:22:42,100 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.912, mIoU: 0.544
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2023-08-04 14:22:45,157 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.909, mIoU: 0.535
2023-08-04 14:22:45,274 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.910, mIoU: 0.535
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2023-08-04 14:22:45,746 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.910, mIoU: 0.533
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2023-08-04 14:22:45,983 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.909, mIoU: 0.533
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2023-08-04 14:23:20,055 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.919, mIoU: 0.533
2023-08-04 14:23:20,173 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.919, mIoU: 0.533
2023-08-04 14:23:20,291 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.919, mIoU: 0.533
2023-08-04 14:23:20,409 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.919, mIoU: 0.533
2023-08-04 14:23:20,527 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.919, mIoU: 0.533
2023-08-04 14:23:20,646 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.920, mIoU: 0.533
2023-08-04 14:23:20,766 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:20,885 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:21,003 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:21,121 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:21,239 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:21,357 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:21,476 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:21,595 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:21,713 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:21,831 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:21,949 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:22,066 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:22,184 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.920, mIoU: 0.534
2023-08-04 14:23:22,301 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:22,420 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:22,537 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:22,655 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:22,773 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:22,891 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:23,009 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:23,127 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.921, mIoU: 0.533
2023-08-04 14:23:23,246 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.921, mIoU: 0.533
2023-08-04 14:23:23,363 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.921, mIoU: 0.533
2023-08-04 14:23:23,481 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.921, mIoU: 0.533
2023-08-04 14:23:23,599 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:23,719 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:23,838 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.921, mIoU: 0.534
2023-08-04 14:23:23,956 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.922, mIoU: 0.534
2023-08-04 14:23:24,074 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.922, mIoU: 0.534
2023-08-04 14:23:24,191 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.922, mIoU: 0.534
2023-08-04 14:23:24,309 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.922, mIoU: 0.534
2023-08-04 14:23:24,426 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.922, mIoU: 0.534
2023-08-04 14:23:24,546 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.922, mIoU: 0.534
2023-08-04 14:23:24,664 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.922, mIoU: 0.534
2023-08-04 14:23:24,781 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.922, mIoU: 0.535
2023-08-04 14:23:24,898 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.922, mIoU: 0.535
2023-08-04 14:23:25,018 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.922, mIoU: 0.535
2023-08-04 14:23:25,136 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.922, mIoU: 0.535
2023-08-04 14:23:25,254 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.922, mIoU: 0.535
2023-08-04 14:23:25,369 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.922, mIoU: 0.536
2023-08-04 14:23:25,487 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:25,606 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:25,724 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:25,842 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:25,961 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:26,079 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:26,197 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:26,316 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:26,433 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:26,550 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:26,666 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:26,784 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:26,902 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:27,021 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:27,136 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 14:23:27,254 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:27,372 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:27,492 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:27,611 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:27,729 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:27,846 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:27,965 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:28,084 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:28,203 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:28,321 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.923, mIoU: 0.537
2023-08-04 14:23:28,438 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.923, mIoU: 0.538
2023-08-04 14:23:28,556 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.923, mIoU: 0.538
2023-08-04 14:23:28,674 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.923, mIoU: 0.538
2023-08-04 14:23:28,792 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.923, mIoU: 0.538
2023-08-04 14:23:28,909 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.923, mIoU: 0.538
2023-08-04 14:23:29,026 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.923, mIoU: 0.539
2023-08-04 14:23:29,144 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.923, mIoU: 0.539
2023-08-04 14:23:29,264 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.923, mIoU: 0.539
2023-08-04 14:23:29,383 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.923, mIoU: 0.539
2023-08-04 14:23:29,501 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.923, mIoU: 0.539
2023-08-04 14:23:29,619 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.923, mIoU: 0.539
2023-08-04 14:23:29,738 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.924, mIoU: 0.539
2023-08-04 14:23:29,856 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.924, mIoU: 0.539
2023-08-04 14:23:29,973 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.924, mIoU: 0.539
2023-08-04 14:23:30,090 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.924, mIoU: 0.539
2023-08-04 14:23:46,377 semantic_segmentation INFO: Iters: 4810/150000 || Lr: 0.019422 || Task Loss: 0.2500 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:30 || Estimated Time: 2 days, 19:09:53
2023-08-04 14:24:02,292 semantic_segmentation INFO: Iters: 4820/150000 || Lr: 0.019421 || Task Loss: 0.2629 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:46 || Estimated Time: 2 days, 19:09:14
2023-08-04 14:24:18,212 semantic_segmentation INFO: Iters: 4830/150000 || Lr: 0.019420 || Task Loss: 0.4817 || KD Loss: 0.2305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:02 || Estimated Time: 2 days, 19:08:35
2023-08-04 14:24:34,112 semantic_segmentation INFO: Iters: 4840/150000 || Lr: 0.019418 || Task Loss: 0.6790 || KD Loss: 0.3359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:18 || Estimated Time: 2 days, 19:07:56
2023-08-04 14:24:50,006 semantic_segmentation INFO: Iters: 4850/150000 || Lr: 0.019417 || Task Loss: 0.3786 || KD Loss: 0.1830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:34 || Estimated Time: 2 days, 19:07:17
2023-08-04 14:25:05,919 semantic_segmentation INFO: Iters: 4860/150000 || Lr: 0.019416 || Task Loss: 0.3263 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:50 || Estimated Time: 2 days, 19:06:38
2023-08-04 14:25:21,814 semantic_segmentation INFO: Iters: 4870/150000 || Lr: 0.019415 || Task Loss: 0.5658 || KD Loss: 0.2482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:06 || Estimated Time: 2 days, 19:06:00
2023-08-04 14:25:37,710 semantic_segmentation INFO: Iters: 4880/150000 || Lr: 0.019414 || Task Loss: 0.2948 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:22 || Estimated Time: 2 days, 19:05:21
2023-08-04 14:25:53,613 semantic_segmentation INFO: Iters: 4890/150000 || Lr: 0.019412 || Task Loss: 0.4589 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:38 || Estimated Time: 2 days, 19:04:42
2023-08-04 14:26:09,504 semantic_segmentation INFO: Iters: 4900/150000 || Lr: 0.019411 || Task Loss: 0.3252 || KD Loss: 0.1647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:54 || Estimated Time: 2 days, 19:04:03
2023-08-04 14:26:25,395 semantic_segmentation INFO: Iters: 4910/150000 || Lr: 0.019410 || Task Loss: 0.2524 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:09 || Estimated Time: 2 days, 19:03:24
2023-08-04 14:26:41,280 semantic_segmentation INFO: Iters: 4920/150000 || Lr: 0.019409 || Task Loss: 0.7956 || KD Loss: 0.4571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:25 || Estimated Time: 2 days, 19:02:46
2023-08-04 14:26:57,161 semantic_segmentation INFO: Iters: 4930/150000 || Lr: 0.019408 || Task Loss: 0.4738 || KD Loss: 0.2445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:41 || Estimated Time: 2 days, 19:02:07
2023-08-04 14:27:13,034 semantic_segmentation INFO: Iters: 4940/150000 || Lr: 0.019406 || Task Loss: 0.7123 || KD Loss: 0.4009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0889|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:57 || Estimated Time: 2 days, 19:01:28
2023-08-04 14:27:28,914 semantic_segmentation INFO: Iters: 4950/150000 || Lr: 0.019405 || Task Loss: 0.4793 || KD Loss: 0.2113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:13 || Estimated Time: 2 days, 19:00:49
2023-08-04 14:27:44,809 semantic_segmentation INFO: Iters: 4960/150000 || Lr: 0.019404 || Task Loss: 0.2694 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:29 || Estimated Time: 2 days, 19:00:11
2023-08-04 14:28:00,706 semantic_segmentation INFO: Iters: 4970/150000 || Lr: 0.019403 || Task Loss: 0.7925 || KD Loss: 0.3214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:45 || Estimated Time: 2 days, 18:59:33
2023-08-04 14:28:16,602 semantic_segmentation INFO: Iters: 4980/150000 || Lr: 0.019402 || Task Loss: 1.4199 || KD Loss: 0.9648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:01 || Estimated Time: 2 days, 18:58:55
2023-08-04 14:28:32,494 semantic_segmentation INFO: Iters: 4990/150000 || Lr: 0.019400 || Task Loss: 0.4661 || KD Loss: 0.2477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:17 || Estimated Time: 2 days, 18:58:17
2023-08-04 14:28:48,369 semantic_segmentation INFO: Iters: 5000/150000 || Lr: 0.019399 || Task Loss: 0.3146 || KD Loss: 0.1358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:32 || Estimated Time: 2 days, 18:57:38
2023-08-04 14:29:04,264 semantic_segmentation INFO: Iters: 5010/150000 || Lr: 0.019398 || Task Loss: 0.4355 || KD Loss: 0.1937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:57:01
2023-08-04 14:29:20,135 semantic_segmentation INFO: Iters: 5020/150000 || Lr: 0.019397 || Task Loss: 0.3795 || KD Loss: 0.2417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:56:22
2023-08-04 14:29:36,015 semantic_segmentation INFO: Iters: 5030/150000 || Lr: 0.019395 || Task Loss: 0.4551 || KD Loss: 0.2476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:20 || Estimated Time: 2 days, 18:55:44
2023-08-04 14:29:51,915 semantic_segmentation INFO: Iters: 5040/150000 || Lr: 0.019394 || Task Loss: 0.4904 || KD Loss: 0.3107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:36 || Estimated Time: 2 days, 18:55:07
2023-08-04 14:30:07,800 semantic_segmentation INFO: Iters: 5050/150000 || Lr: 0.019393 || Task Loss: 0.6822 || KD Loss: 0.3433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:52 || Estimated Time: 2 days, 18:54:29
2023-08-04 14:30:23,688 semantic_segmentation INFO: Iters: 5060/150000 || Lr: 0.019392 || Task Loss: 0.4513 || KD Loss: 0.1713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:20:08 || Estimated Time: 2 days, 18:53:52
2023-08-04 14:30:39,559 semantic_segmentation INFO: Iters: 5070/150000 || Lr: 0.019391 || Task Loss: 0.4698 || KD Loss: 0.3512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:20:24 || Estimated Time: 2 days, 18:53:14
2023-08-04 14:30:55,435 semantic_segmentation INFO: Iters: 5080/150000 || Lr: 0.019389 || Task Loss: 0.4283 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:20:39 || Estimated Time: 2 days, 18:52:36
2023-08-04 14:31:11,299 semantic_segmentation INFO: Iters: 5090/150000 || Lr: 0.019388 || Task Loss: 0.4033 || KD Loss: 0.1779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:20:55 || Estimated Time: 2 days, 18:51:58
2023-08-04 14:31:27,186 semantic_segmentation INFO: Iters: 5100/150000 || Lr: 0.019387 || Task Loss: 0.3751 || KD Loss: 0.1756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:11 || Estimated Time: 2 days, 18:51:21
2023-08-04 14:31:43,052 semantic_segmentation INFO: Iters: 5110/150000 || Lr: 0.019386 || Task Loss: 0.3393 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:27 || Estimated Time: 2 days, 18:50:43
2023-08-04 14:31:58,942 semantic_segmentation INFO: Iters: 5120/150000 || Lr: 0.019385 || Task Loss: 0.5865 || KD Loss: 0.2727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:43 || Estimated Time: 2 days, 18:50:06
2023-08-04 14:32:14,844 semantic_segmentation INFO: Iters: 5130/150000 || Lr: 0.019383 || Task Loss: 0.4264 || KD Loss: 0.2011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:59 || Estimated Time: 2 days, 18:49:30
2023-08-04 14:32:30,724 semantic_segmentation INFO: Iters: 5140/150000 || Lr: 0.019382 || Task Loss: 0.2758 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:15 || Estimated Time: 2 days, 18:48:53
2023-08-04 14:32:46,606 semantic_segmentation INFO: Iters: 5150/150000 || Lr: 0.019381 || Task Loss: 0.2538 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:31 || Estimated Time: 2 days, 18:48:16
2023-08-04 14:33:02,487 semantic_segmentation INFO: Iters: 5160/150000 || Lr: 0.019380 || Task Loss: 0.4883 || KD Loss: 0.2268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:47 || Estimated Time: 2 days, 18:47:39
2023-08-04 14:33:18,375 semantic_segmentation INFO: Iters: 5170/150000 || Lr: 0.019379 || Task Loss: 0.3447 || KD Loss: 0.1629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:02 || Estimated Time: 2 days, 18:47:02
2023-08-04 14:33:34,253 semantic_segmentation INFO: Iters: 5180/150000 || Lr: 0.019377 || Task Loss: 0.3349 || KD Loss: 0.1557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:18 || Estimated Time: 2 days, 18:46:26
2023-08-04 14:33:50,123 semantic_segmentation INFO: Iters: 5190/150000 || Lr: 0.019376 || Task Loss: 0.2789 || KD Loss: 0.1270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:34 || Estimated Time: 2 days, 18:45:49
2023-08-04 14:34:06,007 semantic_segmentation INFO: Iters: 5200/150000 || Lr: 0.019375 || Task Loss: 0.7490 || KD Loss: 0.4332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:50 || Estimated Time: 2 days, 18:45:12
2023-08-04 14:34:21,884 semantic_segmentation INFO: Iters: 5210/150000 || Lr: 0.019374 || Task Loss: 0.5102 || KD Loss: 0.2649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:06 || Estimated Time: 2 days, 18:44:36
2023-08-04 14:34:37,776 semantic_segmentation INFO: Iters: 5220/150000 || Lr: 0.019373 || Task Loss: 0.5603 || KD Loss: 0.1884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:22 || Estimated Time: 2 days, 18:43:59
2023-08-04 14:34:53,649 semantic_segmentation INFO: Iters: 5230/150000 || Lr: 0.019371 || Task Loss: 0.2939 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:38 || Estimated Time: 2 days, 18:43:23
2023-08-04 14:35:09,530 semantic_segmentation INFO: Iters: 5240/150000 || Lr: 0.019370 || Task Loss: 0.4224 || KD Loss: 0.1869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:42:47
2023-08-04 14:35:25,391 semantic_segmentation INFO: Iters: 5250/150000 || Lr: 0.019369 || Task Loss: 0.3633 || KD Loss: 0.1523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:09 || Estimated Time: 2 days, 18:42:10
2023-08-04 14:35:41,261 semantic_segmentation INFO: Iters: 5260/150000 || Lr: 0.019368 || Task Loss: 0.3661 || KD Loss: 0.3034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:25 || Estimated Time: 2 days, 18:41:34
2023-08-04 14:35:57,129 semantic_segmentation INFO: Iters: 5270/150000 || Lr: 0.019367 || Task Loss: 0.4023 || KD Loss: 0.2120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:41 || Estimated Time: 2 days, 18:40:57
2023-08-04 14:36:13,005 semantic_segmentation INFO: Iters: 5280/150000 || Lr: 0.019365 || Task Loss: 0.6184 || KD Loss: 0.2488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:57 || Estimated Time: 2 days, 18:40:21
2023-08-04 14:36:28,887 semantic_segmentation INFO: Iters: 5290/150000 || Lr: 0.019364 || Task Loss: 0.3560 || KD Loss: 0.2078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:13 || Estimated Time: 2 days, 18:39:45
2023-08-04 14:36:44,781 semantic_segmentation INFO: Iters: 5300/150000 || Lr: 0.019363 || Task Loss: 0.3346 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:29 || Estimated Time: 2 days, 18:39:10
2023-08-04 14:37:00,670 semantic_segmentation INFO: Iters: 5310/150000 || Lr: 0.019362 || Task Loss: 0.4415 || KD Loss: 0.1921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:45 || Estimated Time: 2 days, 18:38:34
2023-08-04 14:37:16,538 semantic_segmentation INFO: Iters: 5320/150000 || Lr: 0.019361 || Task Loss: 0.4298 || KD Loss: 0.2306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:01 || Estimated Time: 2 days, 18:37:59
2023-08-04 14:37:32,427 semantic_segmentation INFO: Iters: 5330/150000 || Lr: 0.019359 || Task Loss: 0.3794 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0869|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:16 || Estimated Time: 2 days, 18:37:23
2023-08-04 14:37:48,316 semantic_segmentation INFO: Iters: 5340/150000 || Lr: 0.019358 || Task Loss: 0.3720 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:32 || Estimated Time: 2 days, 18:36:48
2023-08-04 14:38:04,250 semantic_segmentation INFO: Iters: 5350/150000 || Lr: 0.019357 || Task Loss: 0.4867 || KD Loss: 0.2426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:48 || Estimated Time: 2 days, 18:36:14
2023-08-04 14:38:20,161 semantic_segmentation INFO: Iters: 5360/150000 || Lr: 0.019356 || Task Loss: 0.4531 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:04 || Estimated Time: 2 days, 18:35:39
2023-08-04 14:38:36,092 semantic_segmentation INFO: Iters: 5370/150000 || Lr: 0.019355 || Task Loss: 0.3286 || KD Loss: 0.1272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:20 || Estimated Time: 2 days, 18:35:05
2023-08-04 14:38:52,031 semantic_segmentation INFO: Iters: 5380/150000 || Lr: 0.019353 || Task Loss: 0.3225 || KD Loss: 0.1545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:36 || Estimated Time: 2 days, 18:34:32
2023-08-04 14:39:07,982 semantic_segmentation INFO: Iters: 5390/150000 || Lr: 0.019352 || Task Loss: 0.5801 || KD Loss: 0.2724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:52 || Estimated Time: 2 days, 18:33:58
2023-08-04 14:39:23,924 semantic_segmentation INFO: Iters: 5400/150000 || Lr: 0.019351 || Task Loss: 0.5502 || KD Loss: 0.2631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:08 || Estimated Time: 2 days, 18:33:25
2023-08-04 14:39:39,834 semantic_segmentation INFO: Iters: 5410/150000 || Lr: 0.019350 || Task Loss: 0.2244 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:24 || Estimated Time: 2 days, 18:32:51
2023-08-04 14:39:55,757 semantic_segmentation INFO: Iters: 5420/150000 || Lr: 0.019349 || Task Loss: 0.2610 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:40 || Estimated Time: 2 days, 18:32:17
2023-08-04 14:40:11,675 semantic_segmentation INFO: Iters: 5430/150000 || Lr: 0.019347 || Task Loss: 0.4509 || KD Loss: 0.1853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:56 || Estimated Time: 2 days, 18:31:43
2023-08-04 14:40:27,617 semantic_segmentation INFO: Iters: 5440/150000 || Lr: 0.019346 || Task Loss: 0.2787 || KD Loss: 0.1729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:12 || Estimated Time: 2 days, 18:31:10
2023-08-04 14:40:43,573 semantic_segmentation INFO: Iters: 5450/150000 || Lr: 0.019345 || Task Loss: 0.2986 || KD Loss: 0.1325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:28 || Estimated Time: 2 days, 18:30:37
2023-08-04 14:40:59,507 semantic_segmentation INFO: Iters: 5460/150000 || Lr: 0.019344 || Task Loss: 0.5389 || KD Loss: 0.2130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:44 || Estimated Time: 2 days, 18:30:04
2023-08-04 14:41:15,452 semantic_segmentation INFO: Iters: 5470/150000 || Lr: 0.019343 || Task Loss: 0.3979 || KD Loss: 0.2071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:59 || Estimated Time: 2 days, 18:29:31
2023-08-04 14:41:31,373 semantic_segmentation INFO: Iters: 5480/150000 || Lr: 0.019341 || Task Loss: 0.6978 || KD Loss: 0.3474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:28:58
2023-08-04 14:41:47,269 semantic_segmentation INFO: Iters: 5490/150000 || Lr: 0.019340 || Task Loss: 0.3940 || KD Loss: 0.1751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:28:24
2023-08-04 14:42:03,175 semantic_segmentation INFO: Iters: 5500/150000 || Lr: 0.019339 || Task Loss: 0.3960 || KD Loss: 0.1781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:47 || Estimated Time: 2 days, 18:27:50
2023-08-04 14:42:19,103 semantic_segmentation INFO: Iters: 5510/150000 || Lr: 0.019338 || Task Loss: 0.6036 || KD Loss: 0.3073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:03 || Estimated Time: 2 days, 18:27:17
2023-08-04 14:42:35,039 semantic_segmentation INFO: Iters: 5520/150000 || Lr: 0.019336 || Task Loss: 0.3033 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:19 || Estimated Time: 2 days, 18:26:44
2023-08-04 14:42:50,952 semantic_segmentation INFO: Iters: 5530/150000 || Lr: 0.019335 || Task Loss: 0.4379 || KD Loss: 0.2611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:35 || Estimated Time: 2 days, 18:26:11
2023-08-04 14:43:06,876 semantic_segmentation INFO: Iters: 5540/150000 || Lr: 0.019334 || Task Loss: 0.4968 || KD Loss: 0.1931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:51 || Estimated Time: 2 days, 18:25:38
2023-08-04 14:43:22,793 semantic_segmentation INFO: Iters: 5550/150000 || Lr: 0.019333 || Task Loss: 0.3054 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:07 || Estimated Time: 2 days, 18:25:04
2023-08-04 14:43:38,710 semantic_segmentation INFO: Iters: 5560/150000 || Lr: 0.019332 || Task Loss: 0.3945 || KD Loss: 0.1644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:23 || Estimated Time: 2 days, 18:24:31
2023-08-04 14:43:54,637 semantic_segmentation INFO: Iters: 5570/150000 || Lr: 0.019330 || Task Loss: 0.3558 || KD Loss: 0.1895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:39 || Estimated Time: 2 days, 18:23:59
2023-08-04 14:44:10,566 semantic_segmentation INFO: Iters: 5580/150000 || Lr: 0.019329 || Task Loss: 0.3267 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:55 || Estimated Time: 2 days, 18:23:26
2023-08-04 14:44:26,491 semantic_segmentation INFO: Iters: 5590/150000 || Lr: 0.019328 || Task Loss: 0.6419 || KD Loss: 0.2610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:11 || Estimated Time: 2 days, 18:22:53
2023-08-04 14:44:42,404 semantic_segmentation INFO: Iters: 5600/150000 || Lr: 0.019327 || Task Loss: 0.2776 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:26 || Estimated Time: 2 days, 18:22:21
2023-08-04 14:44:42,488 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 14:44:43,265 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.917, mIoU: 0.338
2023-08-04 14:44:43,390 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.935, mIoU: 0.370
2023-08-04 14:44:43,515 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.941, mIoU: 0.392
2023-08-04 14:44:43,633 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.942, mIoU: 0.435
2023-08-04 14:44:43,754 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.431
2023-08-04 14:44:43,870 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.939, mIoU: 0.435
2023-08-04 14:44:43,993 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.939, mIoU: 0.455
2023-08-04 14:44:44,110 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.936, mIoU: 0.469
2023-08-04 14:44:44,231 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.934, mIoU: 0.470
2023-08-04 14:44:44,348 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.930, mIoU: 0.491
2023-08-04 14:44:44,469 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.932, mIoU: 0.499
2023-08-04 14:44:44,585 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.927, mIoU: 0.513
2023-08-04 14:44:44,706 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.926, mIoU: 0.515
2023-08-04 14:44:44,823 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.924, mIoU: 0.508
2023-08-04 14:44:44,944 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.507
2023-08-04 14:44:45,062 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.922, mIoU: 0.503
2023-08-04 14:44:45,183 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.921, mIoU: 0.500
2023-08-04 14:44:45,300 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.921, mIoU: 0.501
2023-08-04 14:44:45,423 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.921, mIoU: 0.509
2023-08-04 14:44:45,539 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.516
2023-08-04 14:44:45,661 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.922, mIoU: 0.518
2023-08-04 14:44:45,779 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.914, mIoU: 0.518
2023-08-04 14:44:45,901 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.915, mIoU: 0.517
2023-08-04 14:44:46,018 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.915, mIoU: 0.525
2023-08-04 14:44:46,140 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.913, mIoU: 0.537
2023-08-04 14:44:46,256 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.913, mIoU: 0.540
2023-08-04 14:44:46,377 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.913, mIoU: 0.536
2023-08-04 14:44:46,494 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.912, mIoU: 0.533
2023-08-04 14:44:46,615 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.912, mIoU: 0.537
2023-08-04 14:44:46,731 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.535
2023-08-04 14:44:46,853 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.912, mIoU: 0.534
2023-08-04 14:44:46,970 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.912, mIoU: 0.535
2023-08-04 14:44:47,090 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.913, mIoU: 0.538
2023-08-04 14:44:47,207 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.912, mIoU: 0.536
2023-08-04 14:44:47,328 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.538
2023-08-04 14:44:47,445 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.537
2023-08-04 14:44:47,565 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.535
2023-08-04 14:44:47,683 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.534
2023-08-04 14:44:47,803 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.531
2023-08-04 14:44:47,919 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.912, mIoU: 0.532
2023-08-04 14:44:48,040 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.532
2023-08-04 14:44:48,158 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.913, mIoU: 0.532
2023-08-04 14:44:48,278 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.913, mIoU: 0.532
2023-08-04 14:44:48,396 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.914, mIoU: 0.534
2023-08-04 14:44:48,517 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.534
2023-08-04 14:44:48,636 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.535
2023-08-04 14:44:48,757 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.917, mIoU: 0.535
2023-08-04 14:44:48,874 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.534
2023-08-04 14:44:48,995 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:44:49,112 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.539
2023-08-04 14:44:49,233 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.540
2023-08-04 14:44:49,351 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.540
2023-08-04 14:44:49,472 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.540
2023-08-04 14:44:49,589 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.537
2023-08-04 14:44:49,709 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.913, mIoU: 0.536
2023-08-04 14:44:49,825 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.913, mIoU: 0.535
2023-08-04 14:44:49,946 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.913, mIoU: 0.536
2023-08-04 14:44:50,063 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.914, mIoU: 0.543
2023-08-04 14:44:50,185 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.914, mIoU: 0.547
2023-08-04 14:44:50,301 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.546
2023-08-04 14:44:50,422 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.549
2023-08-04 14:44:50,541 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.550
2023-08-04 14:44:50,661 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.548
2023-08-04 14:44:50,777 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.913, mIoU: 0.551
2023-08-04 14:44:50,898 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.554
2023-08-04 14:44:51,015 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.912, mIoU: 0.554
2023-08-04 14:44:51,135 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.911, mIoU: 0.551
2023-08-04 14:44:51,251 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.911, mIoU: 0.553
2023-08-04 14:44:51,372 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.911, mIoU: 0.553
2023-08-04 14:44:51,490 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.911, mIoU: 0.553
2023-08-04 14:44:51,610 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.552
2023-08-04 14:44:51,727 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.911, mIoU: 0.552
2023-08-04 14:44:51,848 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.911, mIoU: 0.552
2023-08-04 14:44:51,966 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.911, mIoU: 0.552
2023-08-04 14:44:52,085 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.912, mIoU: 0.553
2023-08-04 14:44:52,202 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.911, mIoU: 0.553
2023-08-04 14:44:52,323 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.911, mIoU: 0.552
2023-08-04 14:44:52,442 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.911, mIoU: 0.552
2023-08-04 14:44:52,561 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.911, mIoU: 0.552
2023-08-04 14:44:52,677 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.911, mIoU: 0.554
2023-08-04 14:44:52,798 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.911, mIoU: 0.556
2023-08-04 14:44:52,915 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.912, mIoU: 0.556
2023-08-04 14:44:53,035 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.912, mIoU: 0.556
2023-08-04 14:44:53,152 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.910, mIoU: 0.552
2023-08-04 14:44:53,271 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.908, mIoU: 0.549
2023-08-04 14:44:53,388 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.907, mIoU: 0.549
2023-08-04 14:44:53,509 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.907, mIoU: 0.550
2023-08-04 14:44:53,626 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.908, mIoU: 0.550
2023-08-04 14:44:53,748 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.908, mIoU: 0.550
2023-08-04 14:44:53,866 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.909, mIoU: 0.550
2023-08-04 14:44:53,987 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.909, mIoU: 0.550
2023-08-04 14:44:54,104 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.907, mIoU: 0.553
2023-08-04 14:44:54,228 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.908, mIoU: 0.553
2023-08-04 14:44:54,345 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.908, mIoU: 0.553
2023-08-04 14:44:54,466 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.909, mIoU: 0.554
2023-08-04 14:44:54,583 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.909, mIoU: 0.554
2023-08-04 14:44:54,706 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.908, mIoU: 0.552
2023-08-04 14:44:54,823 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.909, mIoU: 0.552
2023-08-04 14:44:54,944 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.908, mIoU: 0.551
2023-08-04 14:44:55,061 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.907, mIoU: 0.551
2023-08-04 14:44:55,181 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.906, mIoU: 0.550
2023-08-04 14:44:55,298 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.906, mIoU: 0.549
2023-08-04 14:44:55,419 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.906, mIoU: 0.549
2023-08-04 14:44:55,536 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.906, mIoU: 0.549
2023-08-04 14:44:55,656 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.906, mIoU: 0.549
2023-08-04 14:44:55,772 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.907, mIoU: 0.549
2023-08-04 14:44:55,893 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.907, mIoU: 0.549
2023-08-04 14:44:56,011 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.907, mIoU: 0.550
2023-08-04 14:44:56,132 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.907, mIoU: 0.550
2023-08-04 14:44:56,249 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.907, mIoU: 0.549
2023-08-04 14:44:56,370 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.907, mIoU: 0.549
2023-08-04 14:44:56,487 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.907, mIoU: 0.548
2023-08-04 14:44:56,607 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.907, mIoU: 0.548
2023-08-04 14:44:56,724 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.907, mIoU: 0.548
2023-08-04 14:44:56,845 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.907, mIoU: 0.548
2023-08-04 14:44:56,963 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.908, mIoU: 0.548
2023-08-04 14:44:57,084 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.907, mIoU: 0.547
2023-08-04 14:44:57,201 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.907, mIoU: 0.544
2023-08-04 14:44:57,321 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.906, mIoU: 0.543
2023-08-04 14:44:57,439 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.907, mIoU: 0.543
2023-08-04 14:44:57,560 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.907, mIoU: 0.543
2023-08-04 14:44:57,678 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.907, mIoU: 0.542
2023-08-04 14:44:57,799 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.907, mIoU: 0.543
2023-08-04 14:44:57,916 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.907, mIoU: 0.544
2023-08-04 14:44:58,037 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.906, mIoU: 0.543
2023-08-04 14:44:58,154 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.906, mIoU: 0.543
2023-08-04 14:44:58,275 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.906, mIoU: 0.543
2023-08-04 14:44:58,391 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.906, mIoU: 0.543
2023-08-04 14:44:58,512 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.906, mIoU: 0.542
2023-08-04 14:44:58,631 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.906, mIoU: 0.543
2023-08-04 14:44:58,752 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.907, mIoU: 0.542
2023-08-04 14:44:58,869 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.907, mIoU: 0.542
2023-08-04 14:44:58,990 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.907, mIoU: 0.542
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2023-08-04 14:45:22,675 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.910, mIoU: 0.528
2023-08-04 14:45:22,796 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.910, mIoU: 0.528
2023-08-04 14:45:22,913 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.910, mIoU: 0.527
2023-08-04 14:45:23,036 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.910, mIoU: 0.528
2023-08-04 14:45:23,153 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.910, mIoU: 0.528
2023-08-04 14:45:23,275 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.910, mIoU: 0.527
2023-08-04 14:45:23,393 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.910, mIoU: 0.528
2023-08-04 14:45:23,515 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.910, mIoU: 0.528
2023-08-04 14:45:23,632 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.910, mIoU: 0.528
2023-08-04 14:45:23,754 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.911, mIoU: 0.528
2023-08-04 14:45:23,872 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.911, mIoU: 0.528
2023-08-04 14:45:23,995 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.911, mIoU: 0.529
2023-08-04 14:45:24,112 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.911, mIoU: 0.528
2023-08-04 14:45:24,233 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.911, mIoU: 0.529
2023-08-04 14:45:24,350 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.911, mIoU: 0.528
2023-08-04 14:45:24,472 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.911, mIoU: 0.529
2023-08-04 14:45:24,591 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.912, mIoU: 0.529
2023-08-04 14:45:24,711 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.912, mIoU: 0.529
2023-08-04 14:45:24,828 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.912, mIoU: 0.529
2023-08-04 14:45:24,951 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.912, mIoU: 0.529
2023-08-04 14:45:25,069 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.912, mIoU: 0.529
2023-08-04 14:45:25,190 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.912, mIoU: 0.530
2023-08-04 14:45:25,307 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.912, mIoU: 0.530
2023-08-04 14:45:25,428 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.912, mIoU: 0.530
2023-08-04 14:45:25,547 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.912, mIoU: 0.530
2023-08-04 14:45:25,667 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.912, mIoU: 0.530
2023-08-04 14:45:25,786 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.913, mIoU: 0.530
2023-08-04 14:45:25,909 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.913, mIoU: 0.531
2023-08-04 14:45:26,027 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.913, mIoU: 0.531
2023-08-04 14:45:26,147 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.913, mIoU: 0.531
2023-08-04 14:45:26,265 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.913, mIoU: 0.531
2023-08-04 14:45:26,387 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.913, mIoU: 0.531
2023-08-04 14:45:26,505 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.913, mIoU: 0.531
2023-08-04 14:45:26,626 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.913, mIoU: 0.531
2023-08-04 14:45:26,745 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.913, mIoU: 0.531
2023-08-04 14:45:26,866 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.913, mIoU: 0.532
2023-08-04 14:45:26,984 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:27,104 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:27,221 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:27,344 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:27,462 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:27,583 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:27,700 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.914, mIoU: 0.532
2023-08-04 14:45:27,822 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.914, mIoU: 0.532
2023-08-04 14:45:27,940 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.914, mIoU: 0.532
2023-08-04 14:45:28,062 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:28,178 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:28,301 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:28,419 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.914, mIoU: 0.533
2023-08-04 14:45:28,541 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.915, mIoU: 0.533
2023-08-04 14:45:28,658 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.915, mIoU: 0.534
2023-08-04 14:45:28,781 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.915, mIoU: 0.534
2023-08-04 14:45:28,899 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.915, mIoU: 0.534
2023-08-04 14:45:29,022 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.915, mIoU: 0.534
2023-08-04 14:45:29,139 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.915, mIoU: 0.535
2023-08-04 14:45:29,260 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.915, mIoU: 0.535
2023-08-04 14:45:29,378 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.915, mIoU: 0.535
2023-08-04 14:45:29,501 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.915, mIoU: 0.535
2023-08-04 14:45:29,619 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.915, mIoU: 0.535
2023-08-04 14:45:29,740 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.915, mIoU: 0.535
2023-08-04 14:45:29,857 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.915, mIoU: 0.535
2023-08-04 14:45:29,979 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.915, mIoU: 0.535
2023-08-04 14:45:30,095 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.916, mIoU: 0.535
2023-08-04 14:45:30,216 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.916, mIoU: 0.535
2023-08-04 14:45:30,336 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.916, mIoU: 0.535
2023-08-04 14:45:30,456 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.916, mIoU: 0.535
2023-08-04 14:45:30,574 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.916, mIoU: 0.535
2023-08-04 14:45:30,695 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.916, mIoU: 0.536
2023-08-04 14:45:30,813 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.916, mIoU: 0.536
2023-08-04 14:45:30,934 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.916, mIoU: 0.536
2023-08-04 14:45:31,051 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.917, mIoU: 0.536
2023-08-04 14:45:31,174 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.917, mIoU: 0.536
2023-08-04 14:45:31,293 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.917, mIoU: 0.536
2023-08-04 14:45:31,414 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.917, mIoU: 0.536
2023-08-04 14:45:31,532 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.917, mIoU: 0.536
2023-08-04 14:45:31,655 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.917, mIoU: 0.536
2023-08-04 14:45:31,773 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.917, mIoU: 0.536
2023-08-04 14:45:31,895 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.917, mIoU: 0.537
2023-08-04 14:45:32,013 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.917, mIoU: 0.537
2023-08-04 14:45:32,134 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.917, mIoU: 0.537
2023-08-04 14:45:32,252 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.917, mIoU: 0.538
2023-08-04 14:45:32,375 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.917, mIoU: 0.538
2023-08-04 14:45:32,494 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.918, mIoU: 0.538
2023-08-04 14:45:32,615 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.918, mIoU: 0.538
2023-08-04 14:45:32,733 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.918, mIoU: 0.538
2023-08-04 14:45:32,855 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.918, mIoU: 0.538
2023-08-04 14:45:32,972 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:45:33,093 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:45:33,211 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:45:33,332 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:45:33,449 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:45:33,571 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:45:33,688 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:45:33,811 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.918, mIoU: 0.539
2023-08-04 14:45:33,928 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.919, mIoU: 0.539
2023-08-04 14:45:34,050 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:34,169 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:34,290 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:34,406 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:34,528 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:34,645 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:34,766 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:34,884 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:35,007 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:35,124 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 14:45:35,245 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:35,362 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:35,485 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:35,602 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:35,723 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:35,840 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:35,962 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:36,079 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:36,200 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:36,317 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:36,439 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.920, mIoU: 0.540
2023-08-04 14:45:36,558 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.920, mIoU: 0.541
2023-08-04 14:45:36,680 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.920, mIoU: 0.541
2023-08-04 14:45:36,798 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.920, mIoU: 0.541
2023-08-04 14:45:36,921 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.921, mIoU: 0.541
2023-08-04 14:45:37,040 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.921, mIoU: 0.541
2023-08-04 14:45:37,160 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.921, mIoU: 0.541
2023-08-04 14:45:37,276 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.921, mIoU: 0.541
2023-08-04 14:45:37,397 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:37,522 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:37,647 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:37,763 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:37,885 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:38,001 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:38,124 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:38,241 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:38,363 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.921, mIoU: 0.543
2023-08-04 14:45:38,480 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.921, mIoU: 0.543
2023-08-04 14:45:38,601 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.921, mIoU: 0.543
2023-08-04 14:45:38,718 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.921, mIoU: 0.543
2023-08-04 14:45:38,840 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.921, mIoU: 0.543
2023-08-04 14:45:38,957 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.921, mIoU: 0.543
2023-08-04 14:45:39,079 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.921, mIoU: 0.543
2023-08-04 14:45:39,196 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:39,317 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:39,434 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:39,556 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:39,673 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:39,791 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:39,909 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:40,032 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 14:45:40,151 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.922, mIoU: 0.542
2023-08-04 14:45:40,273 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.922, mIoU: 0.542
2023-08-04 14:45:40,391 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.922, mIoU: 0.542
2023-08-04 14:45:40,517 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.922, mIoU: 0.542
2023-08-04 14:45:40,636 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.922, mIoU: 0.542
2023-08-04 14:45:40,757 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.922, mIoU: 0.542
2023-08-04 14:45:40,875 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.922, mIoU: 0.543
2023-08-04 14:45:40,997 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.922, mIoU: 0.543
2023-08-04 14:45:41,113 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.922, mIoU: 0.543
2023-08-04 14:45:41,236 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.922, mIoU: 0.543
2023-08-04 14:45:41,353 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.922, mIoU: 0.543
2023-08-04 14:45:41,475 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.922, mIoU: 0.543
2023-08-04 14:45:41,594 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.922, mIoU: 0.543
2023-08-04 14:45:41,716 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.922, mIoU: 0.544
2023-08-04 14:45:41,832 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.922, mIoU: 0.544
2023-08-04 14:45:41,954 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.922, mIoU: 0.544
2023-08-04 14:45:42,072 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.922, mIoU: 0.544
2023-08-04 14:45:42,192 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.922, mIoU: 0.544
2023-08-04 14:45:42,310 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.922, mIoU: 0.544
2023-08-04 14:45:42,431 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.922, mIoU: 0.544
2023-08-04 14:45:42,549 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 14:45:42,669 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 14:45:42,785 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 14:45:59,053 semantic_segmentation INFO: Iters: 5610/150000 || Lr: 0.019326 || Task Loss: 0.4655 || KD Loss: 0.2027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:43 || Estimated Time: 2 days, 18:47:51
2023-08-04 14:46:14,974 semantic_segmentation INFO: Iters: 5620/150000 || Lr: 0.019324 || Task Loss: 0.5177 || KD Loss: 0.2361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:59 || Estimated Time: 2 days, 18:47:15
2023-08-04 14:46:31,252 semantic_segmentation INFO: Iters: 5630/150000 || Lr: 0.019323 || Task Loss: 0.4791 || KD Loss: 0.2352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:15 || Estimated Time: 2 days, 18:46:49
2023-08-04 14:46:47,189 semantic_segmentation INFO: Iters: 5640/150000 || Lr: 0.019322 || Task Loss: 0.7346 || KD Loss: 0.3406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:31 || Estimated Time: 2 days, 18:46:14
2023-08-04 14:47:03,139 semantic_segmentation INFO: Iters: 5650/150000 || Lr: 0.019321 || Task Loss: 0.4621 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:47 || Estimated Time: 2 days, 18:45:39
2023-08-04 14:47:19,083 semantic_segmentation INFO: Iters: 5660/150000 || Lr: 0.019320 || Task Loss: 0.3660 || KD Loss: 0.1269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:03 || Estimated Time: 2 days, 18:45:05
2023-08-04 14:47:35,021 semantic_segmentation INFO: Iters: 5670/150000 || Lr: 0.019318 || Task Loss: 0.3406 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:19 || Estimated Time: 2 days, 18:44:30
2023-08-04 14:47:50,967 semantic_segmentation INFO: Iters: 5680/150000 || Lr: 0.019317 || Task Loss: 0.3899 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:35 || Estimated Time: 2 days, 18:43:56
2023-08-04 14:48:06,917 semantic_segmentation INFO: Iters: 5690/150000 || Lr: 0.019316 || Task Loss: 0.6382 || KD Loss: 0.2491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:51 || Estimated Time: 2 days, 18:43:21
2023-08-04 14:48:22,890 semantic_segmentation INFO: Iters: 5700/150000 || Lr: 0.019315 || Task Loss: 0.7521 || KD Loss: 0.3701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:07 || Estimated Time: 2 days, 18:42:48
2023-08-04 14:48:38,866 semantic_segmentation INFO: Iters: 5710/150000 || Lr: 0.019314 || Task Loss: 0.5624 || KD Loss: 0.2649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:23 || Estimated Time: 2 days, 18:42:14
2023-08-04 14:48:54,814 semantic_segmentation INFO: Iters: 5720/150000 || Lr: 0.019312 || Task Loss: 0.3146 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:39 || Estimated Time: 2 days, 18:41:40
2023-08-04 14:49:10,781 semantic_segmentation INFO: Iters: 5730/150000 || Lr: 0.019311 || Task Loss: 0.3344 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:55 || Estimated Time: 2 days, 18:41:06
2023-08-04 14:49:26,741 semantic_segmentation INFO: Iters: 5740/150000 || Lr: 0.019310 || Task Loss: 0.4491 || KD Loss: 0.1876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:11 || Estimated Time: 2 days, 18:40:33
2023-08-04 14:49:42,702 semantic_segmentation INFO: Iters: 5750/150000 || Lr: 0.019309 || Task Loss: 0.4485 || KD Loss: 0.2120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:27 || Estimated Time: 2 days, 18:39:59
2023-08-04 14:49:58,674 semantic_segmentation INFO: Iters: 5760/150000 || Lr: 0.019308 || Task Loss: 0.3583 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:43 || Estimated Time: 2 days, 18:39:26
2023-08-04 14:50:14,655 semantic_segmentation INFO: Iters: 5770/150000 || Lr: 0.019306 || Task Loss: 0.3542 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:59 || Estimated Time: 2 days, 18:38:53
2023-08-04 14:50:30,635 semantic_segmentation INFO: Iters: 5780/150000 || Lr: 0.019305 || Task Loss: 0.2181 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:15 || Estimated Time: 2 days, 18:38:20
2023-08-04 14:50:46,621 semantic_segmentation INFO: Iters: 5790/150000 || Lr: 0.019304 || Task Loss: 0.7350 || KD Loss: 0.3780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:31 || Estimated Time: 2 days, 18:37:47
2023-08-04 14:51:02,622 semantic_segmentation INFO: Iters: 5800/150000 || Lr: 0.019303 || Task Loss: 0.5542 || KD Loss: 0.2853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:47 || Estimated Time: 2 days, 18:37:14
2023-08-04 14:51:18,611 semantic_segmentation INFO: Iters: 5810/150000 || Lr: 0.019302 || Task Loss: 0.2948 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:03 || Estimated Time: 2 days, 18:36:42
2023-08-04 14:51:34,598 semantic_segmentation INFO: Iters: 5820/150000 || Lr: 0.019300 || Task Loss: 0.9194 || KD Loss: 0.5864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:19 || Estimated Time: 2 days, 18:36:09
2023-08-04 14:51:50,584 semantic_segmentation INFO: Iters: 5830/150000 || Lr: 0.019299 || Task Loss: 0.4200 || KD Loss: 0.1753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:35 || Estimated Time: 2 days, 18:35:37
2023-08-04 14:52:06,552 semantic_segmentation INFO: Iters: 5840/150000 || Lr: 0.019298 || Task Loss: 0.3908 || KD Loss: 0.1482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:51 || Estimated Time: 2 days, 18:35:04
2023-08-04 14:52:22,506 semantic_segmentation INFO: Iters: 5850/150000 || Lr: 0.019297 || Task Loss: 0.3637 || KD Loss: 0.1694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:07 || Estimated Time: 2 days, 18:34:31
2023-08-04 14:52:38,466 semantic_segmentation INFO: Iters: 5860/150000 || Lr: 0.019296 || Task Loss: 0.2806 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:23 || Estimated Time: 2 days, 18:33:58
2023-08-04 14:52:54,430 semantic_segmentation INFO: Iters: 5870/150000 || Lr: 0.019294 || Task Loss: 0.3838 || KD Loss: 0.1744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:38 || Estimated Time: 2 days, 18:33:25
2023-08-04 14:53:10,382 semantic_segmentation INFO: Iters: 5880/150000 || Lr: 0.019293 || Task Loss: 0.3990 || KD Loss: 0.1751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:54 || Estimated Time: 2 days, 18:32:52
2023-08-04 14:53:26,304 semantic_segmentation INFO: Iters: 5890/150000 || Lr: 0.019292 || Task Loss: 0.6115 || KD Loss: 0.2654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:10 || Estimated Time: 2 days, 18:32:18
2023-08-04 14:53:42,246 semantic_segmentation INFO: Iters: 5900/150000 || Lr: 0.019291 || Task Loss: 0.4106 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:26 || Estimated Time: 2 days, 18:31:45
2023-08-04 14:53:58,187 semantic_segmentation INFO: Iters: 5910/150000 || Lr: 0.019290 || Task Loss: 0.2876 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:42 || Estimated Time: 2 days, 18:31:11
2023-08-04 14:54:14,126 semantic_segmentation INFO: Iters: 5920/150000 || Lr: 0.019288 || Task Loss: 0.4187 || KD Loss: 0.2236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:58 || Estimated Time: 2 days, 18:30:38
2023-08-04 14:54:30,030 semantic_segmentation INFO: Iters: 5930/150000 || Lr: 0.019287 || Task Loss: 0.4400 || KD Loss: 0.1853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:14 || Estimated Time: 2 days, 18:30:04
2023-08-04 14:54:45,954 semantic_segmentation INFO: Iters: 5940/150000 || Lr: 0.019286 || Task Loss: 0.3633 || KD Loss: 0.1462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:30 || Estimated Time: 2 days, 18:29:31
2023-08-04 14:55:01,899 semantic_segmentation INFO: Iters: 5950/150000 || Lr: 0.019285 || Task Loss: 0.3350 || KD Loss: 0.2193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:46 || Estimated Time: 2 days, 18:28:58
2023-08-04 14:55:17,814 semantic_segmentation INFO: Iters: 5960/150000 || Lr: 0.019283 || Task Loss: 0.3629 || KD Loss: 0.1457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:02 || Estimated Time: 2 days, 18:28:24
2023-08-04 14:55:33,744 semantic_segmentation INFO: Iters: 5970/150000 || Lr: 0.019282 || Task Loss: 0.3393 || KD Loss: 0.1346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:18 || Estimated Time: 2 days, 18:27:51
2023-08-04 14:55:49,664 semantic_segmentation INFO: Iters: 5980/150000 || Lr: 0.019281 || Task Loss: 0.4519 || KD Loss: 0.2406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:34 || Estimated Time: 2 days, 18:27:18
2023-08-04 14:56:05,570 semantic_segmentation INFO: Iters: 5990/150000 || Lr: 0.019280 || Task Loss: 0.3601 || KD Loss: 0.1555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:50 || Estimated Time: 2 days, 18:26:45
2023-08-04 14:56:21,521 semantic_segmentation INFO: Iters: 6000/150000 || Lr: 0.019279 || Task Loss: 0.2708 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:06 || Estimated Time: 2 days, 18:26:12
2023-08-04 14:56:37,449 semantic_segmentation INFO: Iters: 6010/150000 || Lr: 0.019277 || Task Loss: 0.6595 || KD Loss: 0.3694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:21 || Estimated Time: 2 days, 18:25:39
2023-08-04 14:56:53,339 semantic_segmentation INFO: Iters: 6020/150000 || Lr: 0.019276 || Task Loss: 0.5103 || KD Loss: 0.2316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:37 || Estimated Time: 2 days, 18:25:05
2023-08-04 14:57:09,263 semantic_segmentation INFO: Iters: 6030/150000 || Lr: 0.019275 || Task Loss: 0.4816 || KD Loss: 0.1879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:53 || Estimated Time: 2 days, 18:24:33
2023-08-04 14:57:25,195 semantic_segmentation INFO: Iters: 6040/150000 || Lr: 0.019274 || Task Loss: 0.3967 || KD Loss: 0.1535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:09 || Estimated Time: 2 days, 18:24:00
2023-08-04 14:57:41,117 semantic_segmentation INFO: Iters: 6050/150000 || Lr: 0.019273 || Task Loss: 0.2115 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:25 || Estimated Time: 2 days, 18:23:27
2023-08-04 14:57:57,019 semantic_segmentation INFO: Iters: 6060/150000 || Lr: 0.019271 || Task Loss: 0.3462 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:41 || Estimated Time: 2 days, 18:22:54
2023-08-04 14:58:12,956 semantic_segmentation INFO: Iters: 6070/150000 || Lr: 0.019270 || Task Loss: 0.4451 || KD Loss: 0.2325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:57 || Estimated Time: 2 days, 18:22:21
2023-08-04 14:58:28,853 semantic_segmentation INFO: Iters: 6080/150000 || Lr: 0.019269 || Task Loss: 0.3860 || KD Loss: 0.1789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:48:13 || Estimated Time: 2 days, 18:21:48
2023-08-04 14:58:44,749 semantic_segmentation INFO: Iters: 6090/150000 || Lr: 0.019268 || Task Loss: 0.4405 || KD Loss: 0.5687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:48:29 || Estimated Time: 2 days, 18:21:15
2023-08-04 14:59:00,616 semantic_segmentation INFO: Iters: 6100/150000 || Lr: 0.019267 || Task Loss: 0.3283 || KD Loss: 0.1803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:20:41
2023-08-04 14:59:16,501 semantic_segmentation INFO: Iters: 6110/150000 || Lr: 0.019265 || Task Loss: 0.4314 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:20:08
2023-08-04 14:59:32,406 semantic_segmentation INFO: Iters: 6120/150000 || Lr: 0.019264 || Task Loss: 0.5088 || KD Loss: 0.2259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:16 || Estimated Time: 2 days, 18:19:35
2023-08-04 14:59:48,336 semantic_segmentation INFO: Iters: 6130/150000 || Lr: 0.019263 || Task Loss: 0.2491 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:32 || Estimated Time: 2 days, 18:19:02
2023-08-04 15:00:04,248 semantic_segmentation INFO: Iters: 6140/150000 || Lr: 0.019262 || Task Loss: 0.5453 || KD Loss: 0.3403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0894|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:48 || Estimated Time: 2 days, 18:18:30
2023-08-04 15:00:20,133 semantic_segmentation INFO: Iters: 6150/150000 || Lr: 0.019261 || Task Loss: 0.3161 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:04 || Estimated Time: 2 days, 18:17:57
2023-08-04 15:00:36,020 semantic_segmentation INFO: Iters: 6160/150000 || Lr: 0.019259 || Task Loss: 0.5818 || KD Loss: 0.2956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:20 || Estimated Time: 2 days, 18:17:24
2023-08-04 15:00:51,915 semantic_segmentation INFO: Iters: 6170/150000 || Lr: 0.019258 || Task Loss: 0.3059 || KD Loss: 0.1916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:36 || Estimated Time: 2 days, 18:16:51
2023-08-04 15:01:07,852 semantic_segmentation INFO: Iters: 6180/150000 || Lr: 0.019257 || Task Loss: 0.5849 || KD Loss: 0.2728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:52 || Estimated Time: 2 days, 18:16:19
2023-08-04 15:01:23,735 semantic_segmentation INFO: Iters: 6190/150000 || Lr: 0.019256 || Task Loss: 0.6428 || KD Loss: 0.3975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:08 || Estimated Time: 2 days, 18:15:46
2023-08-04 15:01:39,630 semantic_segmentation INFO: Iters: 6200/150000 || Lr: 0.019255 || Task Loss: 0.3094 || KD Loss: 0.1509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:24 || Estimated Time: 2 days, 18:15:14
2023-08-04 15:01:55,534 semantic_segmentation INFO: Iters: 6210/150000 || Lr: 0.019253 || Task Loss: 0.4147 || KD Loss: 0.2266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:40 || Estimated Time: 2 days, 18:14:41
2023-08-04 15:02:11,467 semantic_segmentation INFO: Iters: 6220/150000 || Lr: 0.019252 || Task Loss: 0.5269 || KD Loss: 0.2486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:56 || Estimated Time: 2 days, 18:14:09
2023-08-04 15:02:27,401 semantic_segmentation INFO: Iters: 6230/150000 || Lr: 0.019251 || Task Loss: 0.3753 || KD Loss: 0.3250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:11 || Estimated Time: 2 days, 18:13:38
2023-08-04 15:02:43,346 semantic_segmentation INFO: Iters: 6240/150000 || Lr: 0.019250 || Task Loss: 0.5229 || KD Loss: 0.2824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:27 || Estimated Time: 2 days, 18:13:06
2023-08-04 15:02:59,296 semantic_segmentation INFO: Iters: 6250/150000 || Lr: 0.019249 || Task Loss: 0.4740 || KD Loss: 0.2256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:43 || Estimated Time: 2 days, 18:12:35
2023-08-04 15:03:15,215 semantic_segmentation INFO: Iters: 6260/150000 || Lr: 0.019247 || Task Loss: 0.3782 || KD Loss: 0.1653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:59 || Estimated Time: 2 days, 18:12:04
2023-08-04 15:03:31,140 semantic_segmentation INFO: Iters: 6270/150000 || Lr: 0.019246 || Task Loss: 0.4132 || KD Loss: 0.1861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:15 || Estimated Time: 2 days, 18:11:32
2023-08-04 15:03:47,080 semantic_segmentation INFO: Iters: 6280/150000 || Lr: 0.019245 || Task Loss: 0.3060 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:31 || Estimated Time: 2 days, 18:11:01
2023-08-04 15:04:03,001 semantic_segmentation INFO: Iters: 6290/150000 || Lr: 0.019244 || Task Loss: 0.5707 || KD Loss: 0.2173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:47 || Estimated Time: 2 days, 18:10:29
2023-08-04 15:04:18,911 semantic_segmentation INFO: Iters: 6300/150000 || Lr: 0.019243 || Task Loss: 0.3948 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:03 || Estimated Time: 2 days, 18:09:57
2023-08-04 15:04:34,814 semantic_segmentation INFO: Iters: 6310/150000 || Lr: 0.019241 || Task Loss: 0.3701 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:19 || Estimated Time: 2 days, 18:09:25
2023-08-04 15:04:50,716 semantic_segmentation INFO: Iters: 6320/150000 || Lr: 0.019240 || Task Loss: 0.3338 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:35 || Estimated Time: 2 days, 18:08:54
2023-08-04 15:05:06,635 semantic_segmentation INFO: Iters: 6330/150000 || Lr: 0.019239 || Task Loss: 0.4509 || KD Loss: 0.2037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:51 || Estimated Time: 2 days, 18:08:22
2023-08-04 15:05:22,564 semantic_segmentation INFO: Iters: 6340/150000 || Lr: 0.019238 || Task Loss: 0.4634 || KD Loss: 0.1972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:07 || Estimated Time: 2 days, 18:07:51
2023-08-04 15:05:38,459 semantic_segmentation INFO: Iters: 6350/150000 || Lr: 0.019236 || Task Loss: 0.6018 || KD Loss: 0.3543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:22 || Estimated Time: 2 days, 18:07:19
2023-08-04 15:05:54,356 semantic_segmentation INFO: Iters: 6360/150000 || Lr: 0.019235 || Task Loss: 0.4366 || KD Loss: 0.2182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:06:47
2023-08-04 15:06:10,270 semantic_segmentation INFO: Iters: 6370/150000 || Lr: 0.019234 || Task Loss: 0.4306 || KD Loss: 0.2017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0861|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:54 || Estimated Time: 2 days, 18:06:16
2023-08-04 15:06:26,161 semantic_segmentation INFO: Iters: 6380/150000 || Lr: 0.019233 || Task Loss: 0.5572 || KD Loss: 0.2198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:10 || Estimated Time: 2 days, 18:05:44
2023-08-04 15:06:42,086 semantic_segmentation INFO: Iters: 6390/150000 || Lr: 0.019232 || Task Loss: 0.2848 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:26 || Estimated Time: 2 days, 18:05:13
2023-08-04 15:06:58,014 semantic_segmentation INFO: Iters: 6400/150000 || Lr: 0.019230 || Task Loss: 0.4745 || KD Loss: 0.1738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:42 || Estimated Time: 2 days, 18:04:42
2023-08-04 15:06:58,097 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 15:06:58,890 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.381
2023-08-04 15:06:59,015 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.397
2023-08-04 15:06:59,137 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.437
2023-08-04 15:06:59,253 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.472
2023-08-04 15:06:59,374 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.457
2023-08-04 15:06:59,492 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.459
2023-08-04 15:06:59,613 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.461
2023-08-04 15:06:59,729 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.466
2023-08-04 15:06:59,850 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.469
2023-08-04 15:06:59,970 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.946, mIoU: 0.494
2023-08-04 15:07:00,094 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.501
2023-08-04 15:07:00,210 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.529
2023-08-04 15:07:00,331 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.935, mIoU: 0.523
2023-08-04 15:07:00,450 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.932, mIoU: 0.509
2023-08-04 15:07:00,571 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.929, mIoU: 0.518
2023-08-04 15:07:00,688 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.928, mIoU: 0.517
2023-08-04 15:07:00,808 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.928, mIoU: 0.515
2023-08-04 15:07:00,925 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.928, mIoU: 0.515
2023-08-04 15:07:01,045 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.927, mIoU: 0.523
2023-08-04 15:07:01,162 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.530
2023-08-04 15:07:01,283 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.531
2023-08-04 15:07:01,402 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.521
2023-08-04 15:07:01,522 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.520
2023-08-04 15:07:01,639 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.526
2023-08-04 15:07:01,760 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.916, mIoU: 0.534
2023-08-04 15:07:01,876 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.917, mIoU: 0.536
2023-08-04 15:07:01,999 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.916, mIoU: 0.534
2023-08-04 15:07:02,115 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.916, mIoU: 0.531
2023-08-04 15:07:02,235 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.526
2023-08-04 15:07:02,352 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.519
2023-08-04 15:07:02,473 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.519
2023-08-04 15:07:02,589 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.913, mIoU: 0.520
2023-08-04 15:07:02,710 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.523
2023-08-04 15:07:02,827 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.913, mIoU: 0.523
2023-08-04 15:07:02,947 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.525
2023-08-04 15:07:03,064 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.914, mIoU: 0.524
2023-08-04 15:07:03,184 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.522
2023-08-04 15:07:03,301 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.914, mIoU: 0.522
2023-08-04 15:07:03,421 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.518
2023-08-04 15:07:03,538 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.519
2023-08-04 15:07:03,658 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.915, mIoU: 0.518
2023-08-04 15:07:03,775 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.915, mIoU: 0.518
2023-08-04 15:07:03,897 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.916, mIoU: 0.519
2023-08-04 15:07:04,014 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.519
2023-08-04 15:07:04,135 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.518
2023-08-04 15:07:04,253 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.917, mIoU: 0.517
2023-08-04 15:07:04,374 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.919, mIoU: 0.518
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2023-08-04 15:07:04,967 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.522
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2023-08-04 15:07:51,389 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.922, mIoU: 0.540
2023-08-04 15:07:51,511 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.922, mIoU: 0.540
2023-08-04 15:07:51,628 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.922, mIoU: 0.540
2023-08-04 15:07:51,751 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.922, mIoU: 0.541
2023-08-04 15:07:51,869 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.922, mIoU: 0.541
2023-08-04 15:07:51,991 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.922, mIoU: 0.541
2023-08-04 15:07:52,109 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.923, mIoU: 0.541
2023-08-04 15:07:52,230 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.923, mIoU: 0.541
2023-08-04 15:07:52,347 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.923, mIoU: 0.541
2023-08-04 15:07:52,470 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.923, mIoU: 0.541
2023-08-04 15:07:52,589 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.923, mIoU: 0.541
2023-08-04 15:07:52,710 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.923, mIoU: 0.541
2023-08-04 15:07:52,826 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.923, mIoU: 0.541
2023-08-04 15:07:52,948 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.923, mIoU: 0.543
2023-08-04 15:07:53,066 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.923, mIoU: 0.543
2023-08-04 15:07:53,188 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.923, mIoU: 0.543
2023-08-04 15:07:53,304 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.923, mIoU: 0.543
2023-08-04 15:07:53,427 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.923, mIoU: 0.543
2023-08-04 15:07:53,545 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 15:07:53,666 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.923, mIoU: 0.545
2023-08-04 15:07:53,783 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.923, mIoU: 0.545
2023-08-04 15:07:53,905 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.923, mIoU: 0.545
2023-08-04 15:07:54,024 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.923, mIoU: 0.545
2023-08-04 15:07:54,143 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 15:07:54,260 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.923, mIoU: 0.545
2023-08-04 15:07:54,381 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.923, mIoU: 0.545
2023-08-04 15:07:54,499 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.923, mIoU: 0.545
2023-08-04 15:07:54,621 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 15:07:54,739 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 15:07:54,861 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 15:07:54,977 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 15:07:55,099 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 15:07:55,216 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.923, mIoU: 0.544
2023-08-04 15:07:55,336 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.924, mIoU: 0.544
2023-08-04 15:07:55,454 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:55,576 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:55,694 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:55,815 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:55,933 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:56,055 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:56,172 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:56,296 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:56,417 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:56,539 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:56,656 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:56,779 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:56,897 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:57,018 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:57,136 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:57,256 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:57,374 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:57,496 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:57,612 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.924, mIoU: 0.545
2023-08-04 15:07:57,733 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.924, mIoU: 0.546
2023-08-04 15:07:57,857 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.924, mIoU: 0.546
2023-08-04 15:07:57,979 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.924, mIoU: 0.546
2023-08-04 15:07:58,096 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.924, mIoU: 0.546
2023-08-04 15:07:58,217 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.924, mIoU: 0.546
2023-08-04 15:07:58,333 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.925, mIoU: 0.546
2023-08-04 15:08:14,629 semantic_segmentation INFO: Iters: 6410/150000 || Lr: 0.019229 || Task Loss: 0.3908 || KD Loss: 0.1701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:57:59 || Estimated Time: 2 days, 18:26:51
2023-08-04 15:08:30,587 semantic_segmentation INFO: Iters: 6420/150000 || Lr: 0.019228 || Task Loss: 0.2801 || KD Loss: 0.1457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:15 || Estimated Time: 2 days, 18:26:18
2023-08-04 15:08:46,543 semantic_segmentation INFO: Iters: 6430/150000 || Lr: 0.019227 || Task Loss: 0.4307 || KD Loss: 0.2188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:31 || Estimated Time: 2 days, 18:25:46
2023-08-04 15:09:02,520 semantic_segmentation INFO: Iters: 6440/150000 || Lr: 0.019226 || Task Loss: 0.6610 || KD Loss: 0.3313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:47 || Estimated Time: 2 days, 18:25:14
2023-08-04 15:09:18,489 semantic_segmentation INFO: Iters: 6450/150000 || Lr: 0.019224 || Task Loss: 0.5317 || KD Loss: 0.2368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:03 || Estimated Time: 2 days, 18:24:42
2023-08-04 15:09:34,472 semantic_segmentation INFO: Iters: 6460/150000 || Lr: 0.019223 || Task Loss: 0.3117 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:19 || Estimated Time: 2 days, 18:24:11
2023-08-04 15:09:50,441 semantic_segmentation INFO: Iters: 6470/150000 || Lr: 0.019222 || Task Loss: 0.3120 || KD Loss: 0.1508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:34 || Estimated Time: 2 days, 18:23:39
2023-08-04 15:10:06,419 semantic_segmentation INFO: Iters: 6480/150000 || Lr: 0.019221 || Task Loss: 0.3802 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:23:07
2023-08-04 15:10:22,385 semantic_segmentation INFO: Iters: 6490/150000 || Lr: 0.019220 || Task Loss: 0.3454 || KD Loss: 0.1660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:22:36
2023-08-04 15:10:38,361 semantic_segmentation INFO: Iters: 6500/150000 || Lr: 0.019218 || Task Loss: 0.2667 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:22 || Estimated Time: 2 days, 18:22:04
2023-08-04 15:10:54,336 semantic_segmentation INFO: Iters: 6510/150000 || Lr: 0.019217 || Task Loss: 0.5503 || KD Loss: 0.2499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:38 || Estimated Time: 2 days, 18:21:32
2023-08-04 15:11:10,281 semantic_segmentation INFO: Iters: 6520/150000 || Lr: 0.019216 || Task Loss: 0.3508 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:54 || Estimated Time: 2 days, 18:21:00
2023-08-04 15:11:26,211 semantic_segmentation INFO: Iters: 6530/150000 || Lr: 0.019215 || Task Loss: 0.3306 || KD Loss: 0.1760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:10 || Estimated Time: 2 days, 18:20:28
2023-08-04 15:11:42,143 semantic_segmentation INFO: Iters: 6540/150000 || Lr: 0.019214 || Task Loss: 0.4883 || KD Loss: 0.2270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:26 || Estimated Time: 2 days, 18:19:56
2023-08-04 15:11:58,071 semantic_segmentation INFO: Iters: 6550/150000 || Lr: 0.019212 || Task Loss: 0.3426 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:42 || Estimated Time: 2 days, 18:19:23
2023-08-04 15:12:13,992 semantic_segmentation INFO: Iters: 6560/150000 || Lr: 0.019211 || Task Loss: 0.4045 || KD Loss: 0.2620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:58 || Estimated Time: 2 days, 18:18:51
2023-08-04 15:12:29,918 semantic_segmentation INFO: Iters: 6570/150000 || Lr: 0.019210 || Task Loss: 0.8379 || KD Loss: 0.4706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:14 || Estimated Time: 2 days, 18:18:18
2023-08-04 15:12:45,844 semantic_segmentation INFO: Iters: 6580/150000 || Lr: 0.019209 || Task Loss: 0.6343 || KD Loss: 0.3444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:30 || Estimated Time: 2 days, 18:17:46
2023-08-04 15:13:01,760 semantic_segmentation INFO: Iters: 6590/150000 || Lr: 0.019208 || Task Loss: 0.4108 || KD Loss: 0.1910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:46 || Estimated Time: 2 days, 18:17:14
2023-08-04 15:13:17,659 semantic_segmentation INFO: Iters: 6600/150000 || Lr: 0.019206 || Task Loss: 0.3286 || KD Loss: 0.1430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:02 || Estimated Time: 2 days, 18:16:41
2023-08-04 15:13:33,570 semantic_segmentation INFO: Iters: 6610/150000 || Lr: 0.019205 || Task Loss: 0.5611 || KD Loss: 0.2754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:18 || Estimated Time: 2 days, 18:16:09
2023-08-04 15:13:49,489 semantic_segmentation INFO: Iters: 6620/150000 || Lr: 0.019204 || Task Loss: 0.4087 || KD Loss: 0.1815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:34 || Estimated Time: 2 days, 18:15:36
2023-08-04 15:14:05,414 semantic_segmentation INFO: Iters: 6630/150000 || Lr: 0.019203 || Task Loss: 0.3475 || KD Loss: 0.1744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:49 || Estimated Time: 2 days, 18:15:04
2023-08-04 15:14:21,335 semantic_segmentation INFO: Iters: 6640/150000 || Lr: 0.019202 || Task Loss: 0.3285 || KD Loss: 0.1327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:05 || Estimated Time: 2 days, 18:14:32
2023-08-04 15:14:37,244 semantic_segmentation INFO: Iters: 6650/150000 || Lr: 0.019200 || Task Loss: 0.3618 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:21 || Estimated Time: 2 days, 18:14:00
2023-08-04 15:14:53,141 semantic_segmentation INFO: Iters: 6660/150000 || Lr: 0.019199 || Task Loss: 0.2877 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:37 || Estimated Time: 2 days, 18:13:28
2023-08-04 15:15:09,056 semantic_segmentation INFO: Iters: 6670/150000 || Lr: 0.019198 || Task Loss: 0.4322 || KD Loss: 0.2566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:53 || Estimated Time: 2 days, 18:12:56
2023-08-04 15:15:24,979 semantic_segmentation INFO: Iters: 6680/150000 || Lr: 0.019197 || Task Loss: 0.5166 || KD Loss: 0.2558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:09 || Estimated Time: 2 days, 18:12:24
2023-08-04 15:15:40,899 semantic_segmentation INFO: Iters: 6690/150000 || Lr: 0.019196 || Task Loss: 0.3018 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:25 || Estimated Time: 2 days, 18:11:52
2023-08-04 15:15:56,817 semantic_segmentation INFO: Iters: 6700/150000 || Lr: 0.019194 || Task Loss: 0.3340 || KD Loss: 0.2376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:41 || Estimated Time: 2 days, 18:11:20
2023-08-04 15:16:12,747 semantic_segmentation INFO: Iters: 6710/150000 || Lr: 0.019193 || Task Loss: 0.4565 || KD Loss: 0.1905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:57 || Estimated Time: 2 days, 18:10:48
2023-08-04 15:16:28,660 semantic_segmentation INFO: Iters: 6720/150000 || Lr: 0.019192 || Task Loss: 0.3160 || KD Loss: 0.1379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:06:13 || Estimated Time: 2 days, 18:10:17
2023-08-04 15:16:44,560 semantic_segmentation INFO: Iters: 6730/150000 || Lr: 0.019191 || Task Loss: 0.4589 || KD Loss: 0.2116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:06:29 || Estimated Time: 2 days, 18:09:45
2023-08-04 15:17:00,475 semantic_segmentation INFO: Iters: 6740/150000 || Lr: 0.019189 || Task Loss: 0.2689 || KD Loss: 0.1437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:06:45 || Estimated Time: 2 days, 18:09:13
2023-08-04 15:17:16,344 semantic_segmentation INFO: Iters: 6750/150000 || Lr: 0.019188 || Task Loss: 0.5070 || KD Loss: 0.2739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:08:40
2023-08-04 15:17:32,223 semantic_segmentation INFO: Iters: 6760/150000 || Lr: 0.019187 || Task Loss: 0.3219 || KD Loss: 0.1641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:08:08
2023-08-04 15:17:48,138 semantic_segmentation INFO: Iters: 6770/150000 || Lr: 0.019186 || Task Loss: 0.6076 || KD Loss: 0.3167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:32 || Estimated Time: 2 days, 18:07:36
2023-08-04 15:18:04,048 semantic_segmentation INFO: Iters: 6780/150000 || Lr: 0.019185 || Task Loss: 0.3567 || KD Loss: 0.1387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:48 || Estimated Time: 2 days, 18:07:05
2023-08-04 15:18:19,949 semantic_segmentation INFO: Iters: 6790/150000 || Lr: 0.019183 || Task Loss: 0.4328 || KD Loss: 0.1704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:04 || Estimated Time: 2 days, 18:06:33
2023-08-04 15:18:35,862 semantic_segmentation INFO: Iters: 6800/150000 || Lr: 0.019182 || Task Loss: 0.2150 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:20 || Estimated Time: 2 days, 18:06:01
2023-08-04 15:18:51,750 semantic_segmentation INFO: Iters: 6810/150000 || Lr: 0.019181 || Task Loss: 0.4240 || KD Loss: 0.4139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:36 || Estimated Time: 2 days, 18:05:29
2023-08-04 15:19:07,642 semantic_segmentation INFO: Iters: 6820/150000 || Lr: 0.019180 || Task Loss: 0.5819 || KD Loss: 0.2692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:52 || Estimated Time: 2 days, 18:04:58
2023-08-04 15:19:23,549 semantic_segmentation INFO: Iters: 6830/150000 || Lr: 0.019179 || Task Loss: 0.3573 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:08 || Estimated Time: 2 days, 18:04:26
2023-08-04 15:19:39,438 semantic_segmentation INFO: Iters: 6840/150000 || Lr: 0.019177 || Task Loss: 0.2551 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:23 || Estimated Time: 2 days, 18:03:54
2023-08-04 15:19:55,314 semantic_segmentation INFO: Iters: 6850/150000 || Lr: 0.019176 || Task Loss: 0.2978 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:39 || Estimated Time: 2 days, 18:03:22
2023-08-04 15:20:11,187 semantic_segmentation INFO: Iters: 6860/150000 || Lr: 0.019175 || Task Loss: 0.3594 || KD Loss: 0.1876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:55 || Estimated Time: 2 days, 18:02:50
2023-08-04 15:20:27,072 semantic_segmentation INFO: Iters: 6870/150000 || Lr: 0.019174 || Task Loss: 0.3579 || KD Loss: 0.1900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:11 || Estimated Time: 2 days, 18:02:19
2023-08-04 15:20:42,935 semantic_segmentation INFO: Iters: 6880/150000 || Lr: 0.019173 || Task Loss: 1.1966 || KD Loss: 0.6944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:27 || Estimated Time: 2 days, 18:01:46
2023-08-04 15:20:58,815 semantic_segmentation INFO: Iters: 6890/150000 || Lr: 0.019171 || Task Loss: 0.4851 || KD Loss: 0.2404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:43 || Estimated Time: 2 days, 18:01:15
2023-08-04 15:21:14,708 semantic_segmentation INFO: Iters: 6900/150000 || Lr: 0.019170 || Task Loss: 0.2907 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:59 || Estimated Time: 2 days, 18:00:43
2023-08-04 15:21:30,579 semantic_segmentation INFO: Iters: 6910/150000 || Lr: 0.019169 || Task Loss: 0.2278 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:15 || Estimated Time: 2 days, 18:00:11
2023-08-04 15:21:46,463 semantic_segmentation INFO: Iters: 6920/150000 || Lr: 0.019168 || Task Loss: 0.4627 || KD Loss: 0.2691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:31 || Estimated Time: 2 days, 17:59:40
2023-08-04 15:22:02,330 semantic_segmentation INFO: Iters: 6930/150000 || Lr: 0.019167 || Task Loss: 0.2956 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:46 || Estimated Time: 2 days, 17:59:08
2023-08-04 15:22:18,195 semantic_segmentation INFO: Iters: 6940/150000 || Lr: 0.019165 || Task Loss: 0.3649 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:02 || Estimated Time: 2 days, 17:58:36
2023-08-04 15:22:34,082 semantic_segmentation INFO: Iters: 6950/150000 || Lr: 0.019164 || Task Loss: 0.2460 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:18 || Estimated Time: 2 days, 17:58:05
2023-08-04 15:22:49,966 semantic_segmentation INFO: Iters: 6960/150000 || Lr: 0.019163 || Task Loss: 0.3433 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:34 || Estimated Time: 2 days, 17:57:34
2023-08-04 15:23:05,867 semantic_segmentation INFO: Iters: 6970/150000 || Lr: 0.019162 || Task Loss: 0.3354 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:50 || Estimated Time: 2 days, 17:57:02
2023-08-04 15:23:21,784 semantic_segmentation INFO: Iters: 6980/150000 || Lr: 0.019161 || Task Loss: 0.3593 || KD Loss: 0.2062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:06 || Estimated Time: 2 days, 17:56:32
2023-08-04 15:23:37,712 semantic_segmentation INFO: Iters: 6990/150000 || Lr: 0.019159 || Task Loss: 0.3741 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:22 || Estimated Time: 2 days, 17:56:02
2023-08-04 15:23:53,662 semantic_segmentation INFO: Iters: 7000/150000 || Lr: 0.019158 || Task Loss: 0.3763 || KD Loss: 0.1804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:38 || Estimated Time: 2 days, 17:55:32
2023-08-04 15:24:09,606 semantic_segmentation INFO: Iters: 7010/150000 || Lr: 0.019157 || Task Loss: 0.3063 || KD Loss: 0.1727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:55:02
2023-08-04 15:24:25,533 semantic_segmentation INFO: Iters: 7020/150000 || Lr: 0.019156 || Task Loss: 0.6611 || KD Loss: 0.3410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:54:32
2023-08-04 15:24:41,485 semantic_segmentation INFO: Iters: 7030/150000 || Lr: 0.019155 || Task Loss: 0.2903 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:26 || Estimated Time: 2 days, 17:54:02
2023-08-04 15:24:57,408 semantic_segmentation INFO: Iters: 7040/150000 || Lr: 0.019153 || Task Loss: 0.4256 || KD Loss: 0.2110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:41 || Estimated Time: 2 days, 17:53:32
2023-08-04 15:25:13,337 semantic_segmentation INFO: Iters: 7050/150000 || Lr: 0.019152 || Task Loss: 0.3281 || KD Loss: 0.1751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:57 || Estimated Time: 2 days, 17:53:02
2023-08-04 15:25:29,265 semantic_segmentation INFO: Iters: 7060/150000 || Lr: 0.019151 || Task Loss: 0.2813 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:13 || Estimated Time: 2 days, 17:52:32
2023-08-04 15:25:45,189 semantic_segmentation INFO: Iters: 7070/150000 || Lr: 0.019150 || Task Loss: 0.3228 || KD Loss: 0.1633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:29 || Estimated Time: 2 days, 17:52:02
2023-08-04 15:26:01,108 semantic_segmentation INFO: Iters: 7080/150000 || Lr: 0.019148 || Task Loss: 0.5173 || KD Loss: 0.2583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:45 || Estimated Time: 2 days, 17:51:31
2023-08-04 15:26:17,033 semantic_segmentation INFO: Iters: 7090/150000 || Lr: 0.019147 || Task Loss: 0.3599 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:01 || Estimated Time: 2 days, 17:51:01
2023-08-04 15:26:32,967 semantic_segmentation INFO: Iters: 7100/150000 || Lr: 0.019146 || Task Loss: 0.2530 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:17 || Estimated Time: 2 days, 17:50:32
2023-08-04 15:26:48,904 semantic_segmentation INFO: Iters: 7110/150000 || Lr: 0.019145 || Task Loss: 0.2335 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:33 || Estimated Time: 2 days, 17:50:02
2023-08-04 15:27:04,859 semantic_segmentation INFO: Iters: 7120/150000 || Lr: 0.019144 || Task Loss: 0.4249 || KD Loss: 0.2085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:49 || Estimated Time: 2 days, 17:49:33
2023-08-04 15:27:20,803 semantic_segmentation INFO: Iters: 7130/150000 || Lr: 0.019142 || Task Loss: 0.3547 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:05 || Estimated Time: 2 days, 17:49:03
2023-08-04 15:27:36,765 semantic_segmentation INFO: Iters: 7140/150000 || Lr: 0.019141 || Task Loss: 1.0751 || KD Loss: 0.5320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:21 || Estimated Time: 2 days, 17:48:34
2023-08-04 15:27:52,698 semantic_segmentation INFO: Iters: 7150/150000 || Lr: 0.019140 || Task Loss: 0.3093 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:37 || Estimated Time: 2 days, 17:48:05
2023-08-04 15:28:08,638 semantic_segmentation INFO: Iters: 7160/150000 || Lr: 0.019139 || Task Loss: 0.3472 || KD Loss: 0.1469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:53 || Estimated Time: 2 days, 17:47:35
2023-08-04 15:28:24,562 semantic_segmentation INFO: Iters: 7170/150000 || Lr: 0.019138 || Task Loss: 0.5704 || KD Loss: 0.2229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:09 || Estimated Time: 2 days, 17:47:06
2023-08-04 15:28:40,491 semantic_segmentation INFO: Iters: 7180/150000 || Lr: 0.019136 || Task Loss: 0.3556 || KD Loss: 0.1624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:25 || Estimated Time: 2 days, 17:46:36
2023-08-04 15:28:56,433 semantic_segmentation INFO: Iters: 7190/150000 || Lr: 0.019135 || Task Loss: 0.2739 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:40 || Estimated Time: 2 days, 17:46:07
2023-08-04 15:29:12,370 semantic_segmentation INFO: Iters: 7200/150000 || Lr: 0.019134 || Task Loss: 0.3430 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:56 || Estimated Time: 2 days, 17:45:38
2023-08-04 15:29:12,447 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 15:29:13,272 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.899, mIoU: 0.313
2023-08-04 15:29:13,392 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.912, mIoU: 0.361
2023-08-04 15:29:13,514 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.900, mIoU: 0.385
2023-08-04 15:29:13,630 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.878, mIoU: 0.395
2023-08-04 15:29:13,751 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.891, mIoU: 0.394
2023-08-04 15:29:13,867 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.892, mIoU: 0.404
2023-08-04 15:29:13,989 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.884, mIoU: 0.399
2023-08-04 15:29:14,105 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.876, mIoU: 0.407
2023-08-04 15:29:14,226 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.870, mIoU: 0.414
2023-08-04 15:29:14,343 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.871, mIoU: 0.441
2023-08-04 15:29:14,463 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.866, mIoU: 0.446
2023-08-04 15:29:14,579 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.863, mIoU: 0.477
2023-08-04 15:29:14,700 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.866, mIoU: 0.471
2023-08-04 15:29:14,817 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.867, mIoU: 0.469
2023-08-04 15:29:14,938 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.859, mIoU: 0.455
2023-08-04 15:29:15,055 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.860, mIoU: 0.456
2023-08-04 15:29:15,177 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.863, mIoU: 0.449
2023-08-04 15:29:15,293 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.865, mIoU: 0.451
2023-08-04 15:29:15,415 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.867, mIoU: 0.461
2023-08-04 15:29:15,532 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.871, mIoU: 0.468
2023-08-04 15:29:15,652 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.873, mIoU: 0.471
2023-08-04 15:29:15,770 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.865, mIoU: 0.460
2023-08-04 15:29:15,892 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.867, mIoU: 0.463
2023-08-04 15:29:16,010 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.868, mIoU: 0.470
2023-08-04 15:29:16,130 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.869, mIoU: 0.489
2023-08-04 15:29:16,247 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.871, mIoU: 0.493
2023-08-04 15:29:16,367 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.872, mIoU: 0.491
2023-08-04 15:29:16,485 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.873, mIoU: 0.488
2023-08-04 15:29:16,604 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.871, mIoU: 0.488
2023-08-04 15:29:16,720 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.868, mIoU: 0.482
2023-08-04 15:29:16,840 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.869, mIoU: 0.482
2023-08-04 15:29:16,958 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.871, mIoU: 0.485
2023-08-04 15:29:17,079 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.873, mIoU: 0.489
2023-08-04 15:29:17,195 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.874, mIoU: 0.491
2023-08-04 15:29:17,317 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.875, mIoU: 0.493
2023-08-04 15:29:17,435 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.876, mIoU: 0.492
2023-08-04 15:29:17,554 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.876, mIoU: 0.492
2023-08-04 15:29:17,671 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.875, mIoU: 0.490
2023-08-04 15:29:17,790 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.875, mIoU: 0.490
2023-08-04 15:29:17,908 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.876, mIoU: 0.491
2023-08-04 15:29:18,027 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.877, mIoU: 0.493
2023-08-04 15:29:18,145 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.877, mIoU: 0.492
2023-08-04 15:29:18,266 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.876, mIoU: 0.493
2023-08-04 15:29:18,383 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.877, mIoU: 0.493
2023-08-04 15:29:18,504 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.878, mIoU: 0.492
2023-08-04 15:29:18,621 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.878, mIoU: 0.492
2023-08-04 15:29:18,742 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.880, mIoU: 0.492
2023-08-04 15:29:18,860 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.882, mIoU: 0.491
2023-08-04 15:29:18,981 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.882, mIoU: 0.498
2023-08-04 15:29:19,098 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.882, mIoU: 0.499
2023-08-04 15:29:19,219 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.883, mIoU: 0.499
2023-08-04 15:29:19,336 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.881, mIoU: 0.500
2023-08-04 15:29:19,457 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.881, mIoU: 0.499
2023-08-04 15:29:19,573 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.880, mIoU: 0.497
2023-08-04 15:29:19,694 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.879, mIoU: 0.497
2023-08-04 15:29:19,810 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.878, mIoU: 0.494
2023-08-04 15:29:19,932 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.879, mIoU: 0.495
2023-08-04 15:29:20,048 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.880, mIoU: 0.501
2023-08-04 15:29:20,169 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.879, mIoU: 0.504
2023-08-04 15:29:20,285 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.880, mIoU: 0.504
2023-08-04 15:29:20,405 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.879, mIoU: 0.506
2023-08-04 15:29:20,523 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.879, mIoU: 0.508
2023-08-04 15:29:20,642 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.876, mIoU: 0.504
2023-08-04 15:29:20,758 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.875, mIoU: 0.502
2023-08-04 15:29:20,880 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.876, mIoU: 0.503
2023-08-04 15:29:20,997 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.876, mIoU: 0.503
2023-08-04 15:29:21,116 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.875, mIoU: 0.502
2023-08-04 15:29:21,233 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.875, mIoU: 0.503
2023-08-04 15:29:21,354 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.875, mIoU: 0.501
2023-08-04 15:29:21,473 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.874, mIoU: 0.501
2023-08-04 15:29:21,594 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.874, mIoU: 0.501
2023-08-04 15:29:21,711 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.875, mIoU: 0.502
2023-08-04 15:29:21,832 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.875, mIoU: 0.503
2023-08-04 15:29:21,950 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.876, mIoU: 0.503
2023-08-04 15:29:22,070 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.877, mIoU: 0.505
2023-08-04 15:29:22,187 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.875, mIoU: 0.502
2023-08-04 15:29:22,307 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.876, mIoU: 0.502
2023-08-04 15:29:22,424 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.876, mIoU: 0.501
2023-08-04 15:29:22,543 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.875, mIoU: 0.501
2023-08-04 15:29:22,660 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.876, mIoU: 0.504
2023-08-04 15:29:22,781 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.877, mIoU: 0.506
2023-08-04 15:29:22,898 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.877, mIoU: 0.507
2023-08-04 15:29:23,019 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.877, mIoU: 0.508
2023-08-04 15:29:23,136 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.876, mIoU: 0.506
2023-08-04 15:29:23,256 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.874, mIoU: 0.503
2023-08-04 15:29:23,373 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.874, mIoU: 0.503
2023-08-04 15:29:23,493 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.874, mIoU: 0.504
2023-08-04 15:29:23,610 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.874, mIoU: 0.504
2023-08-04 15:29:23,731 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.875, mIoU: 0.503
2023-08-04 15:29:23,848 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.875, mIoU: 0.502
2023-08-04 15:29:23,973 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.875, mIoU: 0.501
2023-08-04 15:29:24,089 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.874, mIoU: 0.519
2023-08-04 15:29:24,209 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.872, mIoU: 0.518
2023-08-04 15:29:24,326 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.873, mIoU: 0.518
2023-08-04 15:29:24,448 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.874, mIoU: 0.519
2023-08-04 15:29:24,564 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.874, mIoU: 0.519
2023-08-04 15:29:24,685 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.874, mIoU: 0.519
2023-08-04 15:29:24,802 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.874, mIoU: 0.518
2023-08-04 15:29:24,923 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.874, mIoU: 0.520
2023-08-04 15:29:25,040 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.874, mIoU: 0.520
2023-08-04 15:29:25,161 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.873, mIoU: 0.520
2023-08-04 15:29:25,278 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.872, mIoU: 0.519
2023-08-04 15:29:25,398 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.873, mIoU: 0.519
2023-08-04 15:29:25,515 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.873, mIoU: 0.518
2023-08-04 15:29:25,635 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.873, mIoU: 0.518
2023-08-04 15:29:25,753 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.872, mIoU: 0.518
2023-08-04 15:29:25,874 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.872, mIoU: 0.518
2023-08-04 15:29:25,995 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.872, mIoU: 0.519
2023-08-04 15:29:26,120 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.873, mIoU: 0.519
2023-08-04 15:29:26,241 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.872, mIoU: 0.517
2023-08-04 15:29:26,365 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.872, mIoU: 0.518
2023-08-04 15:29:26,485 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.872, mIoU: 0.518
2023-08-04 15:29:26,609 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.873, mIoU: 0.517
2023-08-04 15:29:26,730 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.872, mIoU: 0.515
2023-08-04 15:29:26,857 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.873, mIoU: 0.515
2023-08-04 15:29:26,978 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.873, mIoU: 0.515
2023-08-04 15:29:27,102 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.873, mIoU: 0.515
2023-08-04 15:29:27,223 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.873, mIoU: 0.514
2023-08-04 15:29:27,343 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.872, mIoU: 0.512
2023-08-04 15:29:27,461 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.872, mIoU: 0.512
2023-08-04 15:29:27,581 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.873, mIoU: 0.512
2023-08-04 15:29:27,699 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.873, mIoU: 0.512
2023-08-04 15:29:27,820 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.873, mIoU: 0.512
2023-08-04 15:29:27,938 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.873, mIoU: 0.513
2023-08-04 15:29:28,058 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.873, mIoU: 0.513
2023-08-04 15:29:28,175 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.873, mIoU: 0.514
2023-08-04 15:29:28,295 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.873, mIoU: 0.515
2023-08-04 15:29:28,413 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.873, mIoU: 0.515
2023-08-04 15:29:28,533 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.872, mIoU: 0.515
2023-08-04 15:29:28,650 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.873, mIoU: 0.515
2023-08-04 15:29:28,771 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.873, mIoU: 0.515
2023-08-04 15:29:28,888 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.873, mIoU: 0.514
2023-08-04 15:29:29,009 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.874, mIoU: 0.514
2023-08-04 15:29:29,126 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.874, mIoU: 0.514
2023-08-04 15:29:29,247 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.873, mIoU: 0.512
2023-08-04 15:29:29,365 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.874, mIoU: 0.512
2023-08-04 15:29:29,486 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.874, mIoU: 0.512
2023-08-04 15:29:29,603 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.873, mIoU: 0.512
2023-08-04 15:29:29,723 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.873, mIoU: 0.513
2023-08-04 15:29:29,840 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.873, mIoU: 0.512
2023-08-04 15:29:29,960 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.873, mIoU: 0.512
2023-08-04 15:29:30,077 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.873, mIoU: 0.512
2023-08-04 15:29:30,198 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.873, mIoU: 0.511
2023-08-04 15:29:30,315 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.873, mIoU: 0.511
2023-08-04 15:29:30,436 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.873, mIoU: 0.511
2023-08-04 15:29:30,553 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.874, mIoU: 0.514
2023-08-04 15:29:30,675 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.874, mIoU: 0.514
2023-08-04 15:29:30,793 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.874, mIoU: 0.514
2023-08-04 15:29:30,914 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.874, mIoU: 0.514
2023-08-04 15:29:31,032 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.875, mIoU: 0.514
2023-08-04 15:29:31,153 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.874, mIoU: 0.513
2023-08-04 15:29:31,271 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.875, mIoU: 0.513
2023-08-04 15:29:31,392 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.875, mIoU: 0.514
2023-08-04 15:29:31,509 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.874, mIoU: 0.514
2023-08-04 15:29:31,629 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.874, mIoU: 0.514
2023-08-04 15:29:31,747 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.875, mIoU: 0.515
2023-08-04 15:29:31,868 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.875, mIoU: 0.515
2023-08-04 15:29:31,985 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.875, mIoU: 0.514
2023-08-04 15:29:32,106 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.875, mIoU: 0.514
2023-08-04 15:29:32,225 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.875, mIoU: 0.513
2023-08-04 15:29:32,345 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.875, mIoU: 0.513
2023-08-04 15:29:32,462 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.875, mIoU: 0.511
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2023-08-04 15:29:56,369 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.877, mIoU: 0.503
2023-08-04 15:29:56,489 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.877, mIoU: 0.503
2023-08-04 15:29:56,611 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.877, mIoU: 0.504
2023-08-04 15:29:56,729 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.877, mIoU: 0.504
2023-08-04 15:29:56,850 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.878, mIoU: 0.505
2023-08-04 15:29:56,968 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.878, mIoU: 0.505
2023-08-04 15:29:57,090 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.878, mIoU: 0.506
2023-08-04 15:29:57,209 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.878, mIoU: 0.506
2023-08-04 15:29:57,331 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.878, mIoU: 0.506
2023-08-04 15:29:57,450 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.879, mIoU: 0.507
2023-08-04 15:29:57,572 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.879, mIoU: 0.507
2023-08-04 15:29:57,688 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.879, mIoU: 0.507
2023-08-04 15:29:57,810 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.879, mIoU: 0.506
2023-08-04 15:29:57,927 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.879, mIoU: 0.507
2023-08-04 15:29:58,048 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.879, mIoU: 0.507
2023-08-04 15:29:58,166 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.879, mIoU: 0.508
2023-08-04 15:29:58,287 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.880, mIoU: 0.508
2023-08-04 15:29:58,404 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.880, mIoU: 0.508
2023-08-04 15:29:58,526 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.880, mIoU: 0.508
2023-08-04 15:29:58,644 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.879, mIoU: 0.509
2023-08-04 15:29:58,765 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.880, mIoU: 0.509
2023-08-04 15:29:58,882 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.880, mIoU: 0.509
2023-08-04 15:29:59,004 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.880, mIoU: 0.509
2023-08-04 15:29:59,121 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.880, mIoU: 0.509
2023-08-04 15:29:59,242 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.880, mIoU: 0.509
2023-08-04 15:29:59,359 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.880, mIoU: 0.509
2023-08-04 15:29:59,481 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.880, mIoU: 0.509
2023-08-04 15:29:59,597 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:29:59,718 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:29:59,836 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:29:59,959 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:30:00,076 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:30:00,198 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:30:00,316 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:30:00,438 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:30:00,555 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:30:00,676 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.880, mIoU: 0.510
2023-08-04 15:30:00,793 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.881, mIoU: 0.510
2023-08-04 15:30:00,914 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.881, mIoU: 0.511
2023-08-04 15:30:01,032 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.881, mIoU: 0.511
2023-08-04 15:30:01,152 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.881, mIoU: 0.511
2023-08-04 15:30:01,269 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.881, mIoU: 0.511
2023-08-04 15:30:01,391 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.881, mIoU: 0.512
2023-08-04 15:30:01,509 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.881, mIoU: 0.512
2023-08-04 15:30:01,630 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.881, mIoU: 0.512
2023-08-04 15:30:01,749 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.882, mIoU: 0.512
2023-08-04 15:30:01,870 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.882, mIoU: 0.512
2023-08-04 15:30:01,989 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.882, mIoU: 0.513
2023-08-04 15:30:02,110 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.882, mIoU: 0.513
2023-08-04 15:30:02,227 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.882, mIoU: 0.513
2023-08-04 15:30:02,349 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.882, mIoU: 0.513
2023-08-04 15:30:02,468 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.882, mIoU: 0.513
2023-08-04 15:30:02,588 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.882, mIoU: 0.513
2023-08-04 15:30:02,707 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.882, mIoU: 0.513
2023-08-04 15:30:02,830 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.882, mIoU: 0.513
2023-08-04 15:30:02,949 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.882, mIoU: 0.514
2023-08-04 15:30:03,069 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.882, mIoU: 0.514
2023-08-04 15:30:03,185 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.882, mIoU: 0.514
2023-08-04 15:30:03,307 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.882, mIoU: 0.515
2023-08-04 15:30:03,424 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.882, mIoU: 0.515
2023-08-04 15:30:03,546 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.883, mIoU: 0.515
2023-08-04 15:30:03,663 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.883, mIoU: 0.515
2023-08-04 15:30:03,785 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.883, mIoU: 0.515
2023-08-04 15:30:03,902 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.883, mIoU: 0.515
2023-08-04 15:30:04,024 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.883, mIoU: 0.515
2023-08-04 15:30:04,141 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.883, mIoU: 0.515
2023-08-04 15:30:04,263 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.883, mIoU: 0.515
2023-08-04 15:30:04,381 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.884, mIoU: 0.515
2023-08-04 15:30:04,503 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.884, mIoU: 0.515
2023-08-04 15:30:04,619 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.884, mIoU: 0.515
2023-08-04 15:30:04,740 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.884, mIoU: 0.515
2023-08-04 15:30:04,858 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.884, mIoU: 0.515
2023-08-04 15:30:04,980 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.884, mIoU: 0.515
2023-08-04 15:30:05,096 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.884, mIoU: 0.515
2023-08-04 15:30:05,218 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.885, mIoU: 0.515
2023-08-04 15:30:05,335 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.885, mIoU: 0.515
2023-08-04 15:30:05,456 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.885, mIoU: 0.516
2023-08-04 15:30:05,573 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.885, mIoU: 0.516
2023-08-04 15:30:05,695 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.885, mIoU: 0.515
2023-08-04 15:30:05,814 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.885, mIoU: 0.515
2023-08-04 15:30:05,935 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.885, mIoU: 0.515
2023-08-04 15:30:06,056 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.885, mIoU: 0.514
2023-08-04 15:30:06,181 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.885, mIoU: 0.514
2023-08-04 15:30:06,303 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.885, mIoU: 0.514
2023-08-04 15:30:06,428 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.885, mIoU: 0.514
2023-08-04 15:30:06,550 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.885, mIoU: 0.515
2023-08-04 15:30:06,675 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.885, mIoU: 0.515
2023-08-04 15:30:06,797 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.885, mIoU: 0.515
2023-08-04 15:30:06,922 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.886, mIoU: 0.515
2023-08-04 15:30:07,044 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.886, mIoU: 0.515
2023-08-04 15:30:07,168 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.885, mIoU: 0.514
2023-08-04 15:30:07,287 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.885, mIoU: 0.515
2023-08-04 15:30:07,408 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.885, mIoU: 0.516
2023-08-04 15:30:07,526 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.885, mIoU: 0.516
2023-08-04 15:30:07,647 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.885, mIoU: 0.516
2023-08-04 15:30:07,765 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.885, mIoU: 0.516
2023-08-04 15:30:07,886 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.885, mIoU: 0.516
2023-08-04 15:30:08,001 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.885, mIoU: 0.517
2023-08-04 15:30:08,121 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.885, mIoU: 0.517
2023-08-04 15:30:08,238 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.885, mIoU: 0.517
2023-08-04 15:30:08,361 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.885, mIoU: 0.517
2023-08-04 15:30:08,480 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.885, mIoU: 0.517
2023-08-04 15:30:08,600 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.885, mIoU: 0.517
2023-08-04 15:30:08,717 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.885, mIoU: 0.517
2023-08-04 15:30:08,838 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.885, mIoU: 0.518
2023-08-04 15:30:08,956 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.885, mIoU: 0.518
2023-08-04 15:30:09,076 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.885, mIoU: 0.518
2023-08-04 15:30:09,193 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.885, mIoU: 0.518
2023-08-04 15:30:09,314 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.885, mIoU: 0.518
2023-08-04 15:30:09,431 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.885, mIoU: 0.518
2023-08-04 15:30:09,553 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.885, mIoU: 0.518
2023-08-04 15:30:09,670 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:09,789 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:09,907 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:10,028 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.886, mIoU: 0.517
2023-08-04 15:30:10,147 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.886, mIoU: 0.517
2023-08-04 15:30:10,268 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:10,385 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:10,507 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:10,624 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.886, mIoU: 0.517
2023-08-04 15:30:10,746 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:10,863 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:10,985 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:11,101 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:11,223 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:11,341 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:11,463 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:11,580 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:11,701 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:11,818 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:11,939 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:12,055 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:12,175 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.886, mIoU: 0.519
2023-08-04 15:30:12,291 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.886, mIoU: 0.519
2023-08-04 15:30:12,413 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.886, mIoU: 0.519
2023-08-04 15:30:12,530 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.886, mIoU: 0.519
2023-08-04 15:30:12,651 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.886, mIoU: 0.519
2023-08-04 15:30:12,767 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.886, mIoU: 0.518
2023-08-04 15:30:28,761 semantic_segmentation INFO: Iters: 7210/150000 || Lr: 0.019133 || Task Loss: 0.5647 || KD Loss: 0.3166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:05:06
2023-08-04 15:30:44,670 semantic_segmentation INFO: Iters: 7220/150000 || Lr: 0.019132 || Task Loss: 0.6566 || KD Loss: 0.3472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:04:34
2023-08-04 15:31:00,597 semantic_segmentation INFO: Iters: 7230/150000 || Lr: 0.019130 || Task Loss: 0.5444 || KD Loss: 0.3788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:20:45 || Estimated Time: 2 days, 18:04:03
2023-08-04 15:31:16,540 semantic_segmentation INFO: Iters: 7240/150000 || Lr: 0.019129 || Task Loss: 0.4750 || KD Loss: 0.2363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:01 || Estimated Time: 2 days, 18:03:32
2023-08-04 15:31:32,498 semantic_segmentation INFO: Iters: 7250/150000 || Lr: 0.019128 || Task Loss: 0.3450 || KD Loss: 0.1437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:17 || Estimated Time: 2 days, 18:03:02
2023-08-04 15:31:48,481 semantic_segmentation INFO: Iters: 7260/150000 || Lr: 0.019127 || Task Loss: 0.6060 || KD Loss: 0.3074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:33 || Estimated Time: 2 days, 18:02:32
2023-08-04 15:32:04,453 semantic_segmentation INFO: Iters: 7270/150000 || Lr: 0.019126 || Task Loss: 0.5232 || KD Loss: 0.2303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:48 || Estimated Time: 2 days, 18:02:02
2023-08-04 15:32:20,413 semantic_segmentation INFO: Iters: 7280/150000 || Lr: 0.019124 || Task Loss: 0.5134 || KD Loss: 0.2446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:04 || Estimated Time: 2 days, 18:01:31
2023-08-04 15:32:36,356 semantic_segmentation INFO: Iters: 7290/150000 || Lr: 0.019123 || Task Loss: 0.3466 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:20 || Estimated Time: 2 days, 18:01:01
2023-08-04 15:32:52,283 semantic_segmentation INFO: Iters: 7300/150000 || Lr: 0.019122 || Task Loss: 0.3094 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:36 || Estimated Time: 2 days, 18:00:30
2023-08-04 15:33:08,203 semantic_segmentation INFO: Iters: 7310/150000 || Lr: 0.019121 || Task Loss: 0.3683 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:52 || Estimated Time: 2 days, 17:59:59
2023-08-04 15:33:24,141 semantic_segmentation INFO: Iters: 7320/150000 || Lr: 0.019120 || Task Loss: 0.4602 || KD Loss: 0.2364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:08 || Estimated Time: 2 days, 17:59:28
2023-08-04 15:33:40,077 semantic_segmentation INFO: Iters: 7330/150000 || Lr: 0.019118 || Task Loss: 0.3552 || KD Loss: 0.2981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:24 || Estimated Time: 2 days, 17:58:58
2023-08-04 15:33:56,002 semantic_segmentation INFO: Iters: 7340/150000 || Lr: 0.019117 || Task Loss: 0.5784 || KD Loss: 0.1975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:40 || Estimated Time: 2 days, 17:58:27
2023-08-04 15:34:11,927 semantic_segmentation INFO: Iters: 7350/150000 || Lr: 0.019116 || Task Loss: 0.2257 || KD Loss: 0.1010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:56 || Estimated Time: 2 days, 17:57:57
2023-08-04 15:34:27,835 semantic_segmentation INFO: Iters: 7360/150000 || Lr: 0.019115 || Task Loss: 0.3688 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:12 || Estimated Time: 2 days, 17:57:25
2023-08-04 15:34:43,751 semantic_segmentation INFO: Iters: 7370/150000 || Lr: 0.019114 || Task Loss: 0.8593 || KD Loss: 0.4544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:28 || Estimated Time: 2 days, 17:56:55
2023-08-04 15:34:59,669 semantic_segmentation INFO: Iters: 7380/150000 || Lr: 0.019112 || Task Loss: 0.5592 || KD Loss: 0.3094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:44 || Estimated Time: 2 days, 17:56:24
2023-08-04 15:35:15,607 semantic_segmentation INFO: Iters: 7390/150000 || Lr: 0.019111 || Task Loss: 0.3452 || KD Loss: 0.1439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:00 || Estimated Time: 2 days, 17:55:54
2023-08-04 15:35:31,536 semantic_segmentation INFO: Iters: 7400/150000 || Lr: 0.019110 || Task Loss: 0.4011 || KD Loss: 0.1854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:16 || Estimated Time: 2 days, 17:55:23
2023-08-04 15:35:47,471 semantic_segmentation INFO: Iters: 7410/150000 || Lr: 0.019109 || Task Loss: 0.5727 || KD Loss: 0.3217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:54:53
2023-08-04 15:36:03,404 semantic_segmentation INFO: Iters: 7420/150000 || Lr: 0.019107 || Task Loss: 0.3515 || KD Loss: 0.1816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:47 || Estimated Time: 2 days, 17:54:23
2023-08-04 15:36:19,331 semantic_segmentation INFO: Iters: 7430/150000 || Lr: 0.019106 || Task Loss: 0.3499 || KD Loss: 0.2028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:03 || Estimated Time: 2 days, 17:53:52
2023-08-04 15:36:35,244 semantic_segmentation INFO: Iters: 7440/150000 || Lr: 0.019105 || Task Loss: 0.5178 || KD Loss: 0.3162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:19 || Estimated Time: 2 days, 17:53:22
2023-08-04 15:36:51,178 semantic_segmentation INFO: Iters: 7450/150000 || Lr: 0.019104 || Task Loss: 0.4039 || KD Loss: 0.8540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:35 || Estimated Time: 2 days, 17:52:52
2023-08-04 15:37:07,100 semantic_segmentation INFO: Iters: 7460/150000 || Lr: 0.019103 || Task Loss: 0.5596 || KD Loss: 0.3362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:51 || Estimated Time: 2 days, 17:52:21
2023-08-04 15:37:23,035 semantic_segmentation INFO: Iters: 7470/150000 || Lr: 0.019101 || Task Loss: 0.2503 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:07 || Estimated Time: 2 days, 17:51:51
2023-08-04 15:37:38,972 semantic_segmentation INFO: Iters: 7480/150000 || Lr: 0.019100 || Task Loss: 0.6231 || KD Loss: 0.3326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:23 || Estimated Time: 2 days, 17:51:21
2023-08-04 15:37:54,914 semantic_segmentation INFO: Iters: 7490/150000 || Lr: 0.019099 || Task Loss: 0.3328 || KD Loss: 0.1796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:39 || Estimated Time: 2 days, 17:50:52
2023-08-04 15:38:10,850 semantic_segmentation INFO: Iters: 7500/150000 || Lr: 0.019098 || Task Loss: 0.2223 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:55 || Estimated Time: 2 days, 17:50:22
2023-08-04 15:38:26,812 semantic_segmentation INFO: Iters: 7510/150000 || Lr: 0.019097 || Task Loss: 0.4585 || KD Loss: 0.2232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:11 || Estimated Time: 2 days, 17:49:52
2023-08-04 15:38:42,785 semantic_segmentation INFO: Iters: 7520/150000 || Lr: 0.019095 || Task Loss: 0.3175 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:27 || Estimated Time: 2 days, 17:49:23
2023-08-04 15:38:58,744 semantic_segmentation INFO: Iters: 7530/150000 || Lr: 0.019094 || Task Loss: 0.4117 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:43 || Estimated Time: 2 days, 17:48:54
2023-08-04 15:39:14,683 semantic_segmentation INFO: Iters: 7540/150000 || Lr: 0.019093 || Task Loss: 0.4353 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:59 || Estimated Time: 2 days, 17:48:24
2023-08-04 15:39:30,624 semantic_segmentation INFO: Iters: 7550/150000 || Lr: 0.019092 || Task Loss: 0.3353 || KD Loss: 0.1339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:15 || Estimated Time: 2 days, 17:47:55
2023-08-04 15:39:46,564 semantic_segmentation INFO: Iters: 7560/150000 || Lr: 0.019091 || Task Loss: 0.3465 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:31 || Estimated Time: 2 days, 17:47:25
2023-08-04 15:40:02,515 semantic_segmentation INFO: Iters: 7570/150000 || Lr: 0.019089 || Task Loss: 0.4214 || KD Loss: 0.1871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:47 || Estimated Time: 2 days, 17:46:56
2023-08-04 15:40:18,466 semantic_segmentation INFO: Iters: 7580/150000 || Lr: 0.019088 || Task Loss: 0.6856 || KD Loss: 0.3234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:03 || Estimated Time: 2 days, 17:46:26
2023-08-04 15:40:34,421 semantic_segmentation INFO: Iters: 7590/150000 || Lr: 0.019087 || Task Loss: 0.4647 || KD Loss: 0.1911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:18 || Estimated Time: 2 days, 17:45:57
2023-08-04 15:40:50,364 semantic_segmentation INFO: Iters: 7600/150000 || Lr: 0.019086 || Task Loss: 0.3391 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:34 || Estimated Time: 2 days, 17:45:28
2023-08-04 15:41:06,330 semantic_segmentation INFO: Iters: 7610/150000 || Lr: 0.019085 || Task Loss: 0.8326 || KD Loss: 0.3807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:50 || Estimated Time: 2 days, 17:44:59
2023-08-04 15:41:22,270 semantic_segmentation INFO: Iters: 7620/150000 || Lr: 0.019083 || Task Loss: 0.4077 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:06 || Estimated Time: 2 days, 17:44:29
2023-08-04 15:41:38,218 semantic_segmentation INFO: Iters: 7630/150000 || Lr: 0.019082 || Task Loss: 0.4933 || KD Loss: 0.2415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:22 || Estimated Time: 2 days, 17:44:00
2023-08-04 15:41:54,167 semantic_segmentation INFO: Iters: 7640/150000 || Lr: 0.019081 || Task Loss: 0.3527 || KD Loss: 0.1847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:38 || Estimated Time: 2 days, 17:43:31
2023-08-04 15:42:10,085 semantic_segmentation INFO: Iters: 7650/150000 || Lr: 0.019080 || Task Loss: 0.3443 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:54 || Estimated Time: 2 days, 17:43:01
2023-08-04 15:42:26,008 semantic_segmentation INFO: Iters: 7660/150000 || Lr: 0.019079 || Task Loss: 0.4808 || KD Loss: 0.1926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:10 || Estimated Time: 2 days, 17:42:32
2023-08-04 15:42:41,928 semantic_segmentation INFO: Iters: 7670/150000 || Lr: 0.019077 || Task Loss: 0.3815 || KD Loss: 0.1546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:42:02
2023-08-04 15:42:57,837 semantic_segmentation INFO: Iters: 7680/150000 || Lr: 0.019076 || Task Loss: 0.7175 || KD Loss: 0.3852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:41:32
2023-08-04 15:43:13,743 semantic_segmentation INFO: Iters: 7690/150000 || Lr: 0.019075 || Task Loss: 0.3172 || KD Loss: 0.2030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:58 || Estimated Time: 2 days, 17:41:03
2023-08-04 15:43:29,642 semantic_segmentation INFO: Iters: 7700/150000 || Lr: 0.019074 || Task Loss: 0.2999 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:14 || Estimated Time: 2 days, 17:40:33
2023-08-04 15:43:45,559 semantic_segmentation INFO: Iters: 7710/150000 || Lr: 0.019072 || Task Loss: 0.3593 || KD Loss: 0.1780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:30 || Estimated Time: 2 days, 17:40:03
2023-08-04 15:44:01,505 semantic_segmentation INFO: Iters: 7720/150000 || Lr: 0.019071 || Task Loss: 0.3146 || KD Loss: 0.1380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:46 || Estimated Time: 2 days, 17:39:34
2023-08-04 15:44:17,450 semantic_segmentation INFO: Iters: 7730/150000 || Lr: 0.019070 || Task Loss: 0.3828 || KD Loss: 0.1793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:01 || Estimated Time: 2 days, 17:39:05
2023-08-04 15:44:33,374 semantic_segmentation INFO: Iters: 7740/150000 || Lr: 0.019069 || Task Loss: 1.7559 || KD Loss: 0.9901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:17 || Estimated Time: 2 days, 17:38:36
2023-08-04 15:44:49,284 semantic_segmentation INFO: Iters: 7750/150000 || Lr: 0.019068 || Task Loss: 0.6782 || KD Loss: 0.2779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:33 || Estimated Time: 2 days, 17:38:07
2023-08-04 15:45:05,178 semantic_segmentation INFO: Iters: 7760/150000 || Lr: 0.019066 || Task Loss: 0.5324 || KD Loss: 0.2463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:49 || Estimated Time: 2 days, 17:37:37
2023-08-04 15:45:21,087 semantic_segmentation INFO: Iters: 7770/150000 || Lr: 0.019065 || Task Loss: 0.4016 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:05 || Estimated Time: 2 days, 17:37:07
2023-08-04 15:45:36,981 semantic_segmentation INFO: Iters: 7780/150000 || Lr: 0.019064 || Task Loss: 0.4218 || KD Loss: 0.1548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:21 || Estimated Time: 2 days, 17:36:38
2023-08-04 15:45:52,886 semantic_segmentation INFO: Iters: 7790/150000 || Lr: 0.019063 || Task Loss: 0.2325 || KD Loss: 0.1134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:37 || Estimated Time: 2 days, 17:36:08
2023-08-04 15:46:08,768 semantic_segmentation INFO: Iters: 7800/150000 || Lr: 0.019062 || Task Loss: 0.4369 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:53 || Estimated Time: 2 days, 17:35:39
2023-08-04 15:46:24,664 semantic_segmentation INFO: Iters: 7810/150000 || Lr: 0.019060 || Task Loss: 0.2125 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:09 || Estimated Time: 2 days, 17:35:09
2023-08-04 15:46:40,565 semantic_segmentation INFO: Iters: 7820/150000 || Lr: 0.019059 || Task Loss: 0.4749 || KD Loss: 0.2228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:25 || Estimated Time: 2 days, 17:34:40
2023-08-04 15:46:56,490 semantic_segmentation INFO: Iters: 7830/150000 || Lr: 0.019058 || Task Loss: 0.3715 || KD Loss: 0.1725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:41 || Estimated Time: 2 days, 17:34:11
2023-08-04 15:47:12,449 semantic_segmentation INFO: Iters: 7840/150000 || Lr: 0.019057 || Task Loss: 0.3635 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:56 || Estimated Time: 2 days, 17:33:42
2023-08-04 15:47:28,380 semantic_segmentation INFO: Iters: 7850/150000 || Lr: 0.019056 || Task Loss: 0.4544 || KD Loss: 0.2328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:12 || Estimated Time: 2 days, 17:33:14
2023-08-04 15:47:44,316 semantic_segmentation INFO: Iters: 7860/150000 || Lr: 0.019054 || Task Loss: 0.3939 || KD Loss: 0.3021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:28 || Estimated Time: 2 days, 17:32:45
2023-08-04 15:48:00,268 semantic_segmentation INFO: Iters: 7870/150000 || Lr: 0.019053 || Task Loss: 0.5184 || KD Loss: 0.2324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:44 || Estimated Time: 2 days, 17:32:16
2023-08-04 15:48:16,213 semantic_segmentation INFO: Iters: 7880/150000 || Lr: 0.019052 || Task Loss: 0.4709 || KD Loss: 0.2212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:00 || Estimated Time: 2 days, 17:31:48
2023-08-04 15:48:32,149 semantic_segmentation INFO: Iters: 7890/150000 || Lr: 0.019051 || Task Loss: 0.1929 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:16 || Estimated Time: 2 days, 17:31:20
2023-08-04 15:48:48,095 semantic_segmentation INFO: Iters: 7900/150000 || Lr: 0.019050 || Task Loss: 0.5596 || KD Loss: 0.2220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:32 || Estimated Time: 2 days, 17:30:51
2023-08-04 15:49:04,043 semantic_segmentation INFO: Iters: 7910/150000 || Lr: 0.019048 || Task Loss: 0.3043 || KD Loss: 0.1279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:48 || Estimated Time: 2 days, 17:30:23
2023-08-04 15:49:19,996 semantic_segmentation INFO: Iters: 7920/150000 || Lr: 0.019047 || Task Loss: 0.2561 || KD Loss: 0.1360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:04 || Estimated Time: 2 days, 17:29:55
2023-08-04 15:49:35,938 semantic_segmentation INFO: Iters: 7930/150000 || Lr: 0.019046 || Task Loss: 0.3573 || KD Loss: 0.1956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:20 || Estimated Time: 2 days, 17:29:27
2023-08-04 15:49:51,899 semantic_segmentation INFO: Iters: 7940/150000 || Lr: 0.019045 || Task Loss: 0.2138 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:36 || Estimated Time: 2 days, 17:28:59
2023-08-04 15:50:07,863 semantic_segmentation INFO: Iters: 7950/150000 || Lr: 0.019044 || Task Loss: 0.3017 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:28:31
2023-08-04 15:50:23,822 semantic_segmentation INFO: Iters: 7960/150000 || Lr: 0.019042 || Task Loss: 0.3069 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:28:03
2023-08-04 15:50:39,769 semantic_segmentation INFO: Iters: 7970/150000 || Lr: 0.019041 || Task Loss: 0.3991 || KD Loss: 0.1640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:24 || Estimated Time: 2 days, 17:27:35
2023-08-04 15:50:55,733 semantic_segmentation INFO: Iters: 7980/150000 || Lr: 0.019040 || Task Loss: 0.2668 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:40 || Estimated Time: 2 days, 17:27:07
2023-08-04 15:51:11,690 semantic_segmentation INFO: Iters: 7990/150000 || Lr: 0.019039 || Task Loss: 0.2696 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:56 || Estimated Time: 2 days, 17:26:39
2023-08-04 15:51:27,631 semantic_segmentation INFO: Iters: 8000/150000 || Lr: 0.019038 || Task Loss: 0.1716 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:41:12 || Estimated Time: 2 days, 17:26:11
2023-08-04 15:51:27,708 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 15:51:28,546 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.934, mIoU: 0.357
2023-08-04 15:51:28,666 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.945, mIoU: 0.415
2023-08-04 15:51:28,788 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.947, mIoU: 0.425
2023-08-04 15:51:28,905 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.947, mIoU: 0.452
2023-08-04 15:51:29,026 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.449
2023-08-04 15:51:29,143 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.452
2023-08-04 15:51:29,264 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.493
2023-08-04 15:51:29,383 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.948, mIoU: 0.517
2023-08-04 15:51:29,503 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.946, mIoU: 0.521
2023-08-04 15:51:29,621 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.940, mIoU: 0.555
2023-08-04 15:51:29,741 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.558
2023-08-04 15:51:29,859 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.588
2023-08-04 15:51:29,980 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.582
2023-08-04 15:51:30,099 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.936, mIoU: 0.578
2023-08-04 15:51:30,220 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.562
2023-08-04 15:51:30,338 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.558
2023-08-04 15:51:30,458 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.556
2023-08-04 15:51:30,575 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.559
2023-08-04 15:51:30,695 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.931, mIoU: 0.564
2023-08-04 15:51:30,812 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.932, mIoU: 0.570
2023-08-04 15:51:30,935 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.573
2023-08-04 15:51:31,052 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.577
2023-08-04 15:51:31,173 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.578
2023-08-04 15:51:31,291 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.583
2023-08-04 15:51:31,412 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.924, mIoU: 0.596
2023-08-04 15:51:31,528 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.924, mIoU: 0.597
2023-08-04 15:51:31,648 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.590
2023-08-04 15:51:31,766 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.923, mIoU: 0.588
2023-08-04 15:51:31,891 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.922, mIoU: 0.590
2023-08-04 15:51:32,008 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.921, mIoU: 0.576
2023-08-04 15:51:32,128 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.576
2023-08-04 15:51:32,245 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.577
2023-08-04 15:51:32,366 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.581
2023-08-04 15:51:32,482 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.580
2023-08-04 15:51:32,603 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.583
2023-08-04 15:51:32,719 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.923, mIoU: 0.582
2023-08-04 15:51:32,840 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.578
2023-08-04 15:51:32,957 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.922, mIoU: 0.577
2023-08-04 15:51:33,077 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.575
2023-08-04 15:51:33,193 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.575
2023-08-04 15:51:33,313 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.922, mIoU: 0.575
2023-08-04 15:51:33,432 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.923, mIoU: 0.575
2023-08-04 15:51:33,552 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.576
2023-08-04 15:51:33,669 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.578
2023-08-04 15:51:33,790 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.575
2023-08-04 15:51:33,909 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.924, mIoU: 0.574
2023-08-04 15:51:34,029 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.575
2023-08-04 15:51:34,146 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.574
2023-08-04 15:51:34,267 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 15:51:34,385 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.577
2023-08-04 15:51:34,505 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.577
2023-08-04 15:51:34,623 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.580
2023-08-04 15:51:34,742 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.580
2023-08-04 15:51:34,860 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.924, mIoU: 0.581
2023-08-04 15:51:34,980 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.923, mIoU: 0.579
2023-08-04 15:51:35,097 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.922, mIoU: 0.578
2023-08-04 15:51:35,218 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.922, mIoU: 0.578
2023-08-04 15:51:35,336 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.923, mIoU: 0.585
2023-08-04 15:51:35,456 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.588
2023-08-04 15:51:35,571 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.587
2023-08-04 15:51:35,692 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.588
2023-08-04 15:51:35,810 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.590
2023-08-04 15:51:35,933 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.922, mIoU: 0.589
2023-08-04 15:51:36,051 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.922, mIoU: 0.589
2023-08-04 15:51:36,172 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.921, mIoU: 0.590
2023-08-04 15:51:36,289 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.921, mIoU: 0.590
2023-08-04 15:51:36,410 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.920, mIoU: 0.588
2023-08-04 15:51:36,526 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.919, mIoU: 0.589
2023-08-04 15:51:36,648 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.588
2023-08-04 15:51:36,765 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.919, mIoU: 0.587
2023-08-04 15:51:36,886 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.920, mIoU: 0.588
2023-08-04 15:51:37,003 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.920, mIoU: 0.587
2023-08-04 15:51:37,124 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.920, mIoU: 0.585
2023-08-04 15:51:37,240 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.920, mIoU: 0.585
2023-08-04 15:51:37,361 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.920, mIoU: 0.587
2023-08-04 15:51:37,478 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.920, mIoU: 0.585
2023-08-04 15:51:37,597 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.920, mIoU: 0.585
2023-08-04 15:51:37,714 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.920, mIoU: 0.585
2023-08-04 15:51:37,835 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.920, mIoU: 0.585
2023-08-04 15:51:37,952 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.920, mIoU: 0.587
2023-08-04 15:51:38,072 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.588
2023-08-04 15:51:38,190 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.589
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2023-08-04 15:51:39,977 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.580
2023-08-04 15:51:40,095 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.917, mIoU: 0.580
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2023-08-04 15:52:09,227 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.918, mIoU: 0.570
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2023-08-04 15:52:24,766 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.926, mIoU: 0.583
2023-08-04 15:52:24,883 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:25,001 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:25,118 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:25,240 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:25,357 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:25,479 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:25,596 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:25,718 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:25,836 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:25,957 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.927, mIoU: 0.583
2023-08-04 15:52:26,074 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.927, mIoU: 0.584
2023-08-04 15:52:26,195 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.927, mIoU: 0.584
2023-08-04 15:52:26,313 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.927, mIoU: 0.584
2023-08-04 15:52:26,435 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.927, mIoU: 0.584
2023-08-04 15:52:26,552 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.927, mIoU: 0.584
2023-08-04 15:52:26,674 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.927, mIoU: 0.584
2023-08-04 15:52:26,791 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.927, mIoU: 0.584
2023-08-04 15:52:26,912 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.927, mIoU: 0.585
2023-08-04 15:52:27,029 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.927, mIoU: 0.585
2023-08-04 15:52:27,149 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.927, mIoU: 0.585
2023-08-04 15:52:27,266 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.927, mIoU: 0.585
2023-08-04 15:52:27,389 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.927, mIoU: 0.585
2023-08-04 15:52:27,506 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.928, mIoU: 0.585
2023-08-04 15:52:27,626 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.928, mIoU: 0.585
2023-08-04 15:52:27,743 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.928, mIoU: 0.585
2023-08-04 15:52:27,864 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.928, mIoU: 0.585
2023-08-04 15:52:27,980 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.928, mIoU: 0.585
2023-08-04 15:52:44,240 semantic_segmentation INFO: Iters: 8010/150000 || Lr: 0.019036 || Task Loss: 0.4782 || KD Loss: 0.2747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:42:28 || Estimated Time: 2 days, 17:43:38
2023-08-04 15:53:00,147 semantic_segmentation INFO: Iters: 8020/150000 || Lr: 0.019035 || Task Loss: 0.5698 || KD Loss: 0.2748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:42:44 || Estimated Time: 2 days, 17:43:08
2023-08-04 15:53:16,087 semantic_segmentation INFO: Iters: 8030/150000 || Lr: 0.019034 || Task Loss: 0.5124 || KD Loss: 0.2018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:43:00 || Estimated Time: 2 days, 17:42:39
2023-08-04 15:53:32,025 semantic_segmentation INFO: Iters: 8040/150000 || Lr: 0.019033 || Task Loss: 0.3673 || KD Loss: 0.2031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:43:16 || Estimated Time: 2 days, 17:42:09
2023-08-04 15:53:47,949 semantic_segmentation INFO: Iters: 8050/150000 || Lr: 0.019031 || Task Loss: 0.2797 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:43:32 || Estimated Time: 2 days, 17:41:40
2023-08-04 15:54:03,880 semantic_segmentation INFO: Iters: 8060/150000 || Lr: 0.019030 || Task Loss: 0.3038 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:41:10
2023-08-04 15:54:19,852 semantic_segmentation INFO: Iters: 8070/150000 || Lr: 0.019029 || Task Loss: 0.4383 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:04 || Estimated Time: 2 days, 17:40:41
2023-08-04 15:54:35,812 semantic_segmentation INFO: Iters: 8080/150000 || Lr: 0.019028 || Task Loss: 0.3097 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:20 || Estimated Time: 2 days, 17:40:12
2023-08-04 15:54:51,748 semantic_segmentation INFO: Iters: 8090/150000 || Lr: 0.019027 || Task Loss: 0.4593 || KD Loss: 0.1870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:36 || Estimated Time: 2 days, 17:39:43
2023-08-04 15:55:07,672 semantic_segmentation INFO: Iters: 8100/150000 || Lr: 0.019025 || Task Loss: 0.4201 || KD Loss: 0.2029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:52 || Estimated Time: 2 days, 17:39:14
2023-08-04 15:55:23,602 semantic_segmentation INFO: Iters: 8110/150000 || Lr: 0.019024 || Task Loss: 0.4202 || KD Loss: 0.2035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:08 || Estimated Time: 2 days, 17:38:44
2023-08-04 15:55:39,521 semantic_segmentation INFO: Iters: 8120/150000 || Lr: 0.019023 || Task Loss: 0.4706 || KD Loss: 0.2241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:24 || Estimated Time: 2 days, 17:38:15
2023-08-04 15:55:55,449 semantic_segmentation INFO: Iters: 8130/150000 || Lr: 0.019022 || Task Loss: 0.3036 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:39 || Estimated Time: 2 days, 17:37:45
2023-08-04 15:56:11,356 semantic_segmentation INFO: Iters: 8140/150000 || Lr: 0.019021 || Task Loss: 0.3157 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:55 || Estimated Time: 2 days, 17:37:16
2023-08-04 15:56:27,266 semantic_segmentation INFO: Iters: 8150/150000 || Lr: 0.019019 || Task Loss: 0.2938 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:11 || Estimated Time: 2 days, 17:36:46
2023-08-04 15:56:43,168 semantic_segmentation INFO: Iters: 8160/150000 || Lr: 0.019018 || Task Loss: 0.3422 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:27 || Estimated Time: 2 days, 17:36:17
2023-08-04 15:56:59,073 semantic_segmentation INFO: Iters: 8170/150000 || Lr: 0.019017 || Task Loss: 0.4025 || KD Loss: 0.1693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:43 || Estimated Time: 2 days, 17:35:47
2023-08-04 15:57:14,970 semantic_segmentation INFO: Iters: 8180/150000 || Lr: 0.019016 || Task Loss: 0.3091 || KD Loss: 0.1171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:59 || Estimated Time: 2 days, 17:35:17
2023-08-04 15:57:30,868 semantic_segmentation INFO: Iters: 8190/150000 || Lr: 0.019015 || Task Loss: 0.2662 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:15 || Estimated Time: 2 days, 17:34:47
2023-08-04 15:57:46,785 semantic_segmentation INFO: Iters: 8200/150000 || Lr: 0.019013 || Task Loss: 0.4930 || KD Loss: 0.1926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:31 || Estimated Time: 2 days, 17:34:18
2023-08-04 15:58:02,695 semantic_segmentation INFO: Iters: 8210/150000 || Lr: 0.019012 || Task Loss: 0.3651 || KD Loss: 0.1391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:47 || Estimated Time: 2 days, 17:33:49
2023-08-04 15:58:18,645 semantic_segmentation INFO: Iters: 8220/150000 || Lr: 0.019011 || Task Loss: 0.2779 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:03 || Estimated Time: 2 days, 17:33:20
2023-08-04 15:58:34,587 semantic_segmentation INFO: Iters: 8230/150000 || Lr: 0.019010 || Task Loss: 0.3777 || KD Loss: 0.1818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:19 || Estimated Time: 2 days, 17:32:52
2023-08-04 15:58:50,548 semantic_segmentation INFO: Iters: 8240/150000 || Lr: 0.019009 || Task Loss: 0.3675 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:35 || Estimated Time: 2 days, 17:32:23
2023-08-04 15:59:06,509 semantic_segmentation INFO: Iters: 8250/150000 || Lr: 0.019007 || Task Loss: 0.2580 || KD Loss: 0.1552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:51 || Estimated Time: 2 days, 17:31:55
2023-08-04 15:59:22,473 semantic_segmentation INFO: Iters: 8260/150000 || Lr: 0.019006 || Task Loss: 0.3800 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:07 || Estimated Time: 2 days, 17:31:26
2023-08-04 15:59:38,442 semantic_segmentation INFO: Iters: 8270/150000 || Lr: 0.019005 || Task Loss: 0.3508 || KD Loss: 0.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:22 || Estimated Time: 2 days, 17:30:58
2023-08-04 15:59:54,392 semantic_segmentation INFO: Iters: 8280/150000 || Lr: 0.019004 || Task Loss: 0.5654 || KD Loss: 0.4219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:38 || Estimated Time: 2 days, 17:30:30
2023-08-04 16:00:10,353 semantic_segmentation INFO: Iters: 8290/150000 || Lr: 0.019003 || Task Loss: 0.3094 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:54 || Estimated Time: 2 days, 17:30:01
2023-08-04 16:00:26,308 semantic_segmentation INFO: Iters: 8300/150000 || Lr: 0.019001 || Task Loss: 0.1671 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:50:10 || Estimated Time: 2 days, 17:29:33
2023-08-04 16:00:42,263 semantic_segmentation INFO: Iters: 8310/150000 || Lr: 0.019000 || Task Loss: 0.7529 || KD Loss: 0.3949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:50:26 || Estimated Time: 2 days, 17:29:05
2023-08-04 16:00:58,220 semantic_segmentation INFO: Iters: 8320/150000 || Lr: 0.018999 || Task Loss: 0.3232 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:28:37
2023-08-04 16:01:14,177 semantic_segmentation INFO: Iters: 8330/150000 || Lr: 0.018998 || Task Loss: 0.4192 || KD Loss: 0.1689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:28:08
2023-08-04 16:01:30,129 semantic_segmentation INFO: Iters: 8340/150000 || Lr: 0.018996 || Task Loss: 0.2871 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:14 || Estimated Time: 2 days, 17:27:40
2023-08-04 16:01:46,096 semantic_segmentation INFO: Iters: 8350/150000 || Lr: 0.018995 || Task Loss: 0.6584 || KD Loss: 0.3114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:30 || Estimated Time: 2 days, 17:27:12
2023-08-04 16:02:02,037 semantic_segmentation INFO: Iters: 8360/150000 || Lr: 0.018994 || Task Loss: 0.3426 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:46 || Estimated Time: 2 days, 17:26:44
2023-08-04 16:02:17,995 semantic_segmentation INFO: Iters: 8370/150000 || Lr: 0.018993 || Task Loss: 0.3253 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:02 || Estimated Time: 2 days, 17:26:16
2023-08-04 16:02:33,954 semantic_segmentation INFO: Iters: 8380/150000 || Lr: 0.018992 || Task Loss: 0.3853 || KD Loss: 0.1788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:18 || Estimated Time: 2 days, 17:25:48
2023-08-04 16:02:49,904 semantic_segmentation INFO: Iters: 8390/150000 || Lr: 0.018990 || Task Loss: 0.3291 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:34 || Estimated Time: 2 days, 17:25:19
2023-08-04 16:03:05,851 semantic_segmentation INFO: Iters: 8400/150000 || Lr: 0.018989 || Task Loss: 0.3170 || KD Loss: 0.1319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:50 || Estimated Time: 2 days, 17:24:51
2023-08-04 16:03:21,788 semantic_segmentation INFO: Iters: 8410/150000 || Lr: 0.018988 || Task Loss: 0.5252 || KD Loss: 0.2244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:06 || Estimated Time: 2 days, 17:24:23
2023-08-04 16:03:37,730 semantic_segmentation INFO: Iters: 8420/150000 || Lr: 0.018987 || Task Loss: 0.3574 || KD Loss: 0.1346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:22 || Estimated Time: 2 days, 17:23:55
2023-08-04 16:03:53,666 semantic_segmentation INFO: Iters: 8430/150000 || Lr: 0.018986 || Task Loss: 0.2633 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:38 || Estimated Time: 2 days, 17:23:27
2023-08-04 16:04:09,584 semantic_segmentation INFO: Iters: 8440/150000 || Lr: 0.018984 || Task Loss: 0.4086 || KD Loss: 0.1617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:54 || Estimated Time: 2 days, 17:22:58
2023-08-04 16:04:25,504 semantic_segmentation INFO: Iters: 8450/150000 || Lr: 0.018983 || Task Loss: 0.3788 || KD Loss: 0.1949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:10 || Estimated Time: 2 days, 17:22:29
2023-08-04 16:04:41,397 semantic_segmentation INFO: Iters: 8460/150000 || Lr: 0.018982 || Task Loss: 0.3170 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:25 || Estimated Time: 2 days, 17:22:01
2023-08-04 16:04:57,281 semantic_segmentation INFO: Iters: 8470/150000 || Lr: 0.018981 || Task Loss: 0.2930 || KD Loss: 0.1596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:41 || Estimated Time: 2 days, 17:21:32
2023-08-04 16:05:13,182 semantic_segmentation INFO: Iters: 8480/150000 || Lr: 0.018980 || Task Loss: 0.4156 || KD Loss: 0.1817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:57 || Estimated Time: 2 days, 17:21:03
2023-08-04 16:05:29,071 semantic_segmentation INFO: Iters: 8490/150000 || Lr: 0.018978 || Task Loss: 0.6791 || KD Loss: 0.3562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:55:13 || Estimated Time: 2 days, 17:20:34
2023-08-04 16:05:44,978 semantic_segmentation INFO: Iters: 8500/150000 || Lr: 0.018977 || Task Loss: 0.6741 || KD Loss: 0.3575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:55:29 || Estimated Time: 2 days, 17:20:05
2023-08-04 16:06:00,852 semantic_segmentation INFO: Iters: 8510/150000 || Lr: 0.018976 || Task Loss: 0.5927 || KD Loss: 0.2817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:55:45 || Estimated Time: 2 days, 17:19:36
2023-08-04 16:06:16,758 semantic_segmentation INFO: Iters: 8520/150000 || Lr: 0.018975 || Task Loss: 0.5032 || KD Loss: 0.2809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:01 || Estimated Time: 2 days, 17:19:08
2023-08-04 16:06:32,647 semantic_segmentation INFO: Iters: 8530/150000 || Lr: 0.018974 || Task Loss: 0.3852 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:17 || Estimated Time: 2 days, 17:18:39
2023-08-04 16:06:48,565 semantic_segmentation INFO: Iters: 8540/150000 || Lr: 0.018972 || Task Loss: 0.4893 || KD Loss: 0.1897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:33 || Estimated Time: 2 days, 17:18:11
2023-08-04 16:07:04,492 semantic_segmentation INFO: Iters: 8550/150000 || Lr: 0.018971 || Task Loss: 0.4439 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:49 || Estimated Time: 2 days, 17:17:43
2023-08-04 16:07:20,420 semantic_segmentation INFO: Iters: 8560/150000 || Lr: 0.018970 || Task Loss: 0.3890 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:17:15
2023-08-04 16:07:36,365 semantic_segmentation INFO: Iters: 8570/150000 || Lr: 0.018969 || Task Loss: 0.2947 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:20 || Estimated Time: 2 days, 17:16:47
2023-08-04 16:07:52,291 semantic_segmentation INFO: Iters: 8580/150000 || Lr: 0.018968 || Task Loss: 0.3543 || KD Loss: 0.1200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:36 || Estimated Time: 2 days, 17:16:19
2023-08-04 16:08:08,234 semantic_segmentation INFO: Iters: 8590/150000 || Lr: 0.018966 || Task Loss: 0.5517 || KD Loss: 0.2426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:52 || Estimated Time: 2 days, 17:15:51
2023-08-04 16:08:24,171 semantic_segmentation INFO: Iters: 8600/150000 || Lr: 0.018965 || Task Loss: 0.5508 || KD Loss: 0.2680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:08 || Estimated Time: 2 days, 17:15:24
2023-08-04 16:08:40,109 semantic_segmentation INFO: Iters: 8610/150000 || Lr: 0.018964 || Task Loss: 0.3446 || KD Loss: 0.1492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:24 || Estimated Time: 2 days, 17:14:56
2023-08-04 16:08:56,044 semantic_segmentation INFO: Iters: 8620/150000 || Lr: 0.018963 || Task Loss: 0.7281 || KD Loss: 0.2828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:40 || Estimated Time: 2 days, 17:14:28
2023-08-04 16:09:11,994 semantic_segmentation INFO: Iters: 8630/150000 || Lr: 0.018961 || Task Loss: 0.4659 || KD Loss: 0.2040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:56 || Estimated Time: 2 days, 17:14:01
2023-08-04 16:09:27,919 semantic_segmentation INFO: Iters: 8640/150000 || Lr: 0.018960 || Task Loss: 0.3067 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:59:12 || Estimated Time: 2 days, 17:13:33
2023-08-04 16:09:43,852 semantic_segmentation INFO: Iters: 8650/150000 || Lr: 0.018959 || Task Loss: 0.2191 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:59:28 || Estimated Time: 2 days, 17:13:05
2023-08-04 16:09:59,796 semantic_segmentation INFO: Iters: 8660/150000 || Lr: 0.018958 || Task Loss: 0.2784 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:59:44 || Estimated Time: 2 days, 17:12:38
2023-08-04 16:10:15,769 semantic_segmentation INFO: Iters: 8670/150000 || Lr: 0.018957 || Task Loss: 0.3641 || KD Loss: 0.1698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:00 || Estimated Time: 2 days, 17:12:11
2023-08-04 16:10:31,741 semantic_segmentation INFO: Iters: 8680/150000 || Lr: 0.018955 || Task Loss: 0.4432 || KD Loss: 0.2164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:16 || Estimated Time: 2 days, 17:11:44
2023-08-04 16:10:47,707 semantic_segmentation INFO: Iters: 8690/150000 || Lr: 0.018954 || Task Loss: 0.4124 || KD Loss: 0.1623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:32 || Estimated Time: 2 days, 17:11:17
2023-08-04 16:11:03,671 semantic_segmentation INFO: Iters: 8700/150000 || Lr: 0.018953 || Task Loss: 0.3112 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:48 || Estimated Time: 2 days, 17:10:50
2023-08-04 16:11:19,626 semantic_segmentation INFO: Iters: 8710/150000 || Lr: 0.018952 || Task Loss: 0.5356 || KD Loss: 0.2398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:04 || Estimated Time: 2 days, 17:10:22
2023-08-04 16:11:35,560 semantic_segmentation INFO: Iters: 8720/150000 || Lr: 0.018951 || Task Loss: 0.4449 || KD Loss: 0.1738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:20 || Estimated Time: 2 days, 17:09:55
2023-08-04 16:11:51,538 semantic_segmentation INFO: Iters: 8730/150000 || Lr: 0.018949 || Task Loss: 0.5107 || KD Loss: 0.2905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:36 || Estimated Time: 2 days, 17:09:28
2023-08-04 16:12:07,478 semantic_segmentation INFO: Iters: 8740/150000 || Lr: 0.018948 || Task Loss: 0.7565 || KD Loss: 0.4018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:52 || Estimated Time: 2 days, 17:09:01
2023-08-04 16:12:23,412 semantic_segmentation INFO: Iters: 8750/150000 || Lr: 0.018947 || Task Loss: 0.3392 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:07 || Estimated Time: 2 days, 17:08:34
2023-08-04 16:12:39,356 semantic_segmentation INFO: Iters: 8760/150000 || Lr: 0.018946 || Task Loss: 0.3520 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:23 || Estimated Time: 2 days, 17:08:06
2023-08-04 16:12:55,277 semantic_segmentation INFO: Iters: 8770/150000 || Lr: 0.018945 || Task Loss: 0.4065 || KD Loss: 0.1622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:39 || Estimated Time: 2 days, 17:07:39
2023-08-04 16:13:11,224 semantic_segmentation INFO: Iters: 8780/150000 || Lr: 0.018943 || Task Loss: 0.3497 || KD Loss: 0.1417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:55 || Estimated Time: 2 days, 17:07:12
2023-08-04 16:13:27,151 semantic_segmentation INFO: Iters: 8790/150000 || Lr: 0.018942 || Task Loss: 0.4590 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:11 || Estimated Time: 2 days, 17:06:44
2023-08-04 16:13:43,072 semantic_segmentation INFO: Iters: 8800/150000 || Lr: 0.018941 || Task Loss: 0.3147 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:27 || Estimated Time: 2 days, 17:06:17
2023-08-04 16:13:43,149 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 16:13:43,996 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.955, mIoU: 0.378
2023-08-04 16:13:44,114 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.443
2023-08-04 16:13:44,236 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.466
2023-08-04 16:13:44,353 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.488
2023-08-04 16:13:44,473 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.478
2023-08-04 16:13:44,590 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.482
2023-08-04 16:13:44,713 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.481
2023-08-04 16:13:44,831 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.498
2023-08-04 16:13:44,951 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.499
2023-08-04 16:13:45,068 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.526
2023-08-04 16:13:45,190 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.522
2023-08-04 16:13:45,307 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.565
2023-08-04 16:13:45,426 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.941, mIoU: 0.551
2023-08-04 16:13:45,543 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.539
2023-08-04 16:13:45,664 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.938, mIoU: 0.548
2023-08-04 16:13:45,781 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.544
2023-08-04 16:13:45,902 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.936, mIoU: 0.540
2023-08-04 16:13:46,018 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.545
2023-08-04 16:13:46,139 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.552
2023-08-04 16:13:46,256 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.556
2023-08-04 16:13:46,377 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.556
2023-08-04 16:13:46,496 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.551
2023-08-04 16:13:46,617 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.930, mIoU: 0.553
2023-08-04 16:13:46,734 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.559
2023-08-04 16:13:46,855 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.576
2023-08-04 16:13:46,972 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.580
2023-08-04 16:13:47,092 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 16:13:47,209 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.571
2023-08-04 16:13:47,330 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.576
2023-08-04 16:13:47,446 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.568
2023-08-04 16:13:47,566 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.568
2023-08-04 16:13:47,682 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.567
2023-08-04 16:13:47,804 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.927, mIoU: 0.569
2023-08-04 16:13:47,920 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.569
2023-08-04 16:13:48,041 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.927, mIoU: 0.572
2023-08-04 16:13:48,157 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.571
2023-08-04 16:13:48,278 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.568
2023-08-04 16:13:48,394 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.567
2023-08-04 16:13:48,514 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.926, mIoU: 0.564
2023-08-04 16:13:48,630 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.564
2023-08-04 16:13:48,751 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.564
2023-08-04 16:13:48,870 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.564
2023-08-04 16:13:48,990 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.564
2023-08-04 16:13:49,107 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.566
2023-08-04 16:13:49,228 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.563
2023-08-04 16:13:49,346 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.562
2023-08-04 16:13:49,467 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.563
2023-08-04 16:13:49,585 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.562
2023-08-04 16:13:49,706 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.568
2023-08-04 16:13:49,823 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.571
2023-08-04 16:13:49,943 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.571
2023-08-04 16:13:50,060 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.575
2023-08-04 16:13:50,182 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.929, mIoU: 0.572
2023-08-04 16:13:50,300 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.567
2023-08-04 16:13:50,420 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.565
2023-08-04 16:13:50,537 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.563
2023-08-04 16:13:50,660 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.563
2023-08-04 16:13:50,777 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.569
2023-08-04 16:13:50,897 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.573
2023-08-04 16:13:51,017 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.572
2023-08-04 16:13:51,144 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.926, mIoU: 0.572
2023-08-04 16:13:51,266 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.926, mIoU: 0.574
2023-08-04 16:13:51,389 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.572
2023-08-04 16:13:51,509 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.576
2023-08-04 16:13:51,635 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.576
2023-08-04 16:13:51,756 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.575
2023-08-04 16:13:51,875 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.572
2023-08-04 16:13:51,991 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.572
2023-08-04 16:13:52,112 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.571
2023-08-04 16:13:52,230 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.571
2023-08-04 16:13:52,352 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.572
2023-08-04 16:13:52,468 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.572
2023-08-04 16:13:52,589 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.571
2023-08-04 16:13:52,706 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.571
2023-08-04 16:13:52,827 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.573
2023-08-04 16:13:52,943 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.571
2023-08-04 16:13:53,064 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.571
2023-08-04 16:13:53,179 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.571
2023-08-04 16:13:53,299 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.571
2023-08-04 16:13:53,415 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.573
2023-08-04 16:13:53,536 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.574
2023-08-04 16:13:53,653 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.576
2023-08-04 16:13:53,774 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.575
2023-08-04 16:13:53,890 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.573
2023-08-04 16:13:54,010 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.570
2023-08-04 16:13:54,127 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.570
2023-08-04 16:13:54,248 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.570
2023-08-04 16:13:54,366 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.570
2023-08-04 16:13:54,487 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.571
2023-08-04 16:13:54,604 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.570
2023-08-04 16:13:54,725 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.570
2023-08-04 16:13:54,841 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:13:54,962 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:13:55,078 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 16:13:55,199 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 16:13:55,315 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.920, mIoU: 0.565
2023-08-04 16:13:55,435 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.920, mIoU: 0.564
2023-08-04 16:13:55,552 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.564
2023-08-04 16:13:55,673 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.564
2023-08-04 16:13:55,791 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:13:55,911 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.917, mIoU: 0.564
2023-08-04 16:13:56,027 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.917, mIoU: 0.563
2023-08-04 16:13:56,146 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.917, mIoU: 0.563
2023-08-04 16:13:56,266 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.917, mIoU: 0.563
2023-08-04 16:13:56,389 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.563
2023-08-04 16:13:56,506 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:56,627 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:56,743 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.919, mIoU: 0.564
2023-08-04 16:13:56,864 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.918, mIoU: 0.564
2023-08-04 16:13:56,979 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.917, mIoU: 0.563
2023-08-04 16:13:57,100 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.917, mIoU: 0.563
2023-08-04 16:13:57,216 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:57,337 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:57,454 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:57,575 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:57,692 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.918, mIoU: 0.562
2023-08-04 16:13:57,817 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.561
2023-08-04 16:13:57,934 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.918, mIoU: 0.561
2023-08-04 16:13:58,054 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:58,171 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:58,293 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:58,411 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.918, mIoU: 0.562
2023-08-04 16:13:58,531 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.918, mIoU: 0.562
2023-08-04 16:13:58,648 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:58,769 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.918, mIoU: 0.563
2023-08-04 16:13:58,886 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.564
2023-08-04 16:13:59,006 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.917, mIoU: 0.566
2023-08-04 16:13:59,122 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.918, mIoU: 0.566
2023-08-04 16:13:59,243 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.917, mIoU: 0.565
2023-08-04 16:13:59,359 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.918, mIoU: 0.566
2023-08-04 16:13:59,479 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.918, mIoU: 0.566
2023-08-04 16:13:59,595 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.566
2023-08-04 16:13:59,717 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:13:59,836 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:13:59,960 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.919, mIoU: 0.566
2023-08-04 16:14:00,081 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 16:14:00,203 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 16:14:00,321 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.919, mIoU: 0.564
2023-08-04 16:14:00,441 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.919, mIoU: 0.564
2023-08-04 16:14:00,558 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:14:00,678 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.919, mIoU: 0.566
2023-08-04 16:14:00,795 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.919, mIoU: 0.566
2023-08-04 16:14:00,920 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:14:01,041 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:14:01,166 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:14:01,288 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.919, mIoU: 0.567
2023-08-04 16:14:01,411 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.919, mIoU: 0.567
2023-08-04 16:14:01,532 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.919, mIoU: 0.567
2023-08-04 16:14:01,653 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.919, mIoU: 0.566
2023-08-04 16:14:01,771 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.919, mIoU: 0.566
2023-08-04 16:14:01,891 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:14:02,012 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:14:02,137 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:14:02,257 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:14:02,381 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 16:14:02,503 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.920, mIoU: 0.565
2023-08-04 16:14:02,627 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.920, mIoU: 0.565
2023-08-04 16:14:02,744 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.920, mIoU: 0.565
2023-08-04 16:14:02,865 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.920, mIoU: 0.565
2023-08-04 16:14:02,987 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.920, mIoU: 0.565
2023-08-04 16:14:03,111 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.920, mIoU: 0.564
2023-08-04 16:14:03,231 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.920, mIoU: 0.561
2023-08-04 16:14:03,356 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.920, mIoU: 0.560
2023-08-04 16:14:03,477 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.560
2023-08-04 16:14:03,601 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.920, mIoU: 0.560
2023-08-04 16:14:03,722 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.920, mIoU: 0.560
2023-08-04 16:14:03,848 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.920, mIoU: 0.560
2023-08-04 16:14:03,968 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.560
2023-08-04 16:14:04,093 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.921, mIoU: 0.561
2023-08-04 16:14:04,214 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.921, mIoU: 0.561
2023-08-04 16:14:04,340 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.921, mIoU: 0.562
2023-08-04 16:14:04,460 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.921, mIoU: 0.562
2023-08-04 16:14:04,586 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.922, mIoU: 0.561
2023-08-04 16:14:04,706 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.922, mIoU: 0.561
2023-08-04 16:14:04,830 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.922, mIoU: 0.561
2023-08-04 16:14:04,951 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.921, mIoU: 0.561
2023-08-04 16:14:05,077 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.921, mIoU: 0.561
2023-08-04 16:14:05,199 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.921, mIoU: 0.562
2023-08-04 16:14:05,324 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.921, mIoU: 0.562
2023-08-04 16:14:05,441 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.921, mIoU: 0.562
2023-08-04 16:14:05,561 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.921, mIoU: 0.562
2023-08-04 16:14:05,678 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.922, mIoU: 0.562
2023-08-04 16:14:05,800 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.922, mIoU: 0.562
2023-08-04 16:14:05,916 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.922, mIoU: 0.561
2023-08-04 16:14:06,041 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.922, mIoU: 0.561
2023-08-04 16:14:06,162 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.922, mIoU: 0.561
2023-08-04 16:14:06,287 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.922, mIoU: 0.561
2023-08-04 16:14:06,406 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.923, mIoU: 0.561
2023-08-04 16:14:06,527 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.923, mIoU: 0.560
2023-08-04 16:14:06,644 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.923, mIoU: 0.561
2023-08-04 16:14:06,765 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.923, mIoU: 0.561
2023-08-04 16:14:06,882 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.923, mIoU: 0.561
2023-08-04 16:14:07,002 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.923, mIoU: 0.563
2023-08-04 16:14:07,118 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.923, mIoU: 0.563
2023-08-04 16:14:07,239 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.923, mIoU: 0.563
2023-08-04 16:14:07,356 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.923, mIoU: 0.563
2023-08-04 16:14:07,476 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.923, mIoU: 0.563
2023-08-04 16:14:07,592 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.923, mIoU: 0.562
2023-08-04 16:14:07,713 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.923, mIoU: 0.562
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2023-08-04 16:14:31,304 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.927, mIoU: 0.563
2023-08-04 16:14:31,422 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.927, mIoU: 0.563
2023-08-04 16:14:31,544 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.927, mIoU: 0.563
2023-08-04 16:14:31,661 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.927, mIoU: 0.563
2023-08-04 16:14:31,783 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.927, mIoU: 0.563
2023-08-04 16:14:31,902 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.927, mIoU: 0.563
2023-08-04 16:14:32,022 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.927, mIoU: 0.563
2023-08-04 16:14:32,139 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.928, mIoU: 0.563
2023-08-04 16:14:32,260 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.928, mIoU: 0.564
2023-08-04 16:14:32,379 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.928, mIoU: 0.564
2023-08-04 16:14:32,501 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.928, mIoU: 0.564
2023-08-04 16:14:32,618 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.928, mIoU: 0.564
2023-08-04 16:14:32,741 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.928, mIoU: 0.564
2023-08-04 16:14:32,858 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.928, mIoU: 0.565
2023-08-04 16:14:32,979 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.928, mIoU: 0.565
2023-08-04 16:14:33,096 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.928, mIoU: 0.565
2023-08-04 16:14:33,217 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.928, mIoU: 0.565
2023-08-04 16:14:33,336 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.928, mIoU: 0.565
2023-08-04 16:14:33,461 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.928, mIoU: 0.565
2023-08-04 16:14:33,578 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.928, mIoU: 0.565
2023-08-04 16:14:33,699 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.928, mIoU: 0.565
2023-08-04 16:14:33,816 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.929, mIoU: 0.566
2023-08-04 16:14:33,938 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.929, mIoU: 0.566
2023-08-04 16:14:34,057 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.929, mIoU: 0.566
2023-08-04 16:14:34,186 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:34,303 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:34,426 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:34,545 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:34,666 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:34,783 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:34,904 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:35,026 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:35,151 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:35,272 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:35,398 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:35,519 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.929, mIoU: 0.567
2023-08-04 16:14:35,640 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:35,758 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:35,879 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:35,995 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:36,117 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:36,234 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:36,355 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:36,473 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:36,596 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:36,712 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:36,834 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.930, mIoU: 0.567
2023-08-04 16:14:36,952 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.930, mIoU: 0.568
2023-08-04 16:14:37,074 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.930, mIoU: 0.568
2023-08-04 16:14:37,192 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.930, mIoU: 0.568
2023-08-04 16:14:37,313 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.931, mIoU: 0.568
2023-08-04 16:14:37,430 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.931, mIoU: 0.568
2023-08-04 16:14:37,551 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.931, mIoU: 0.568
2023-08-04 16:14:37,668 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.931, mIoU: 0.568
2023-08-04 16:14:37,790 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.931, mIoU: 0.568
2023-08-04 16:14:37,910 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.931, mIoU: 0.568
2023-08-04 16:14:38,032 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.931, mIoU: 0.568
2023-08-04 16:14:38,149 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.931, mIoU: 0.569
2023-08-04 16:14:38,270 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.931, mIoU: 0.570
2023-08-04 16:14:38,388 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.931, mIoU: 0.570
2023-08-04 16:14:38,509 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.931, mIoU: 0.570
2023-08-04 16:14:38,626 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.931, mIoU: 0.570
2023-08-04 16:14:38,747 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.931, mIoU: 0.570
2023-08-04 16:14:38,861 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.931, mIoU: 0.571
2023-08-04 16:14:38,983 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.931, mIoU: 0.571
2023-08-04 16:14:39,101 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.931, mIoU: 0.571
2023-08-04 16:14:39,222 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.931, mIoU: 0.571
2023-08-04 16:14:39,340 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:39,462 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:39,578 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:39,699 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:39,816 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:39,938 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:40,056 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:40,178 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:40,294 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:40,416 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:40,533 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:40,651 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:40,770 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:40,895 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:41,013 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:41,134 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:41,251 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:41,373 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:41,491 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:41,612 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.932, mIoU: 0.572
2023-08-04 16:14:41,729 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.932, mIoU: 0.573
2023-08-04 16:14:41,851 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.932, mIoU: 0.573
2023-08-04 16:14:41,968 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.932, mIoU: 0.573
2023-08-04 16:14:42,089 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.932, mIoU: 0.573
2023-08-04 16:14:42,207 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.932, mIoU: 0.573
2023-08-04 16:14:42,330 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.932, mIoU: 0.573
2023-08-04 16:14:42,447 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.932, mIoU: 0.573
2023-08-04 16:14:42,568 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.932, mIoU: 0.574
2023-08-04 16:14:42,686 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.932, mIoU: 0.574
2023-08-04 16:14:42,808 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.933, mIoU: 0.574
2023-08-04 16:14:42,925 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.932, mIoU: 0.574
2023-08-04 16:14:43,050 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.933, mIoU: 0.574
2023-08-04 16:14:43,166 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.933, mIoU: 0.574
2023-08-04 16:14:43,287 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.933, mIoU: 0.574
2023-08-04 16:14:43,405 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.933, mIoU: 0.574
2023-08-04 16:14:43,526 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.574
2023-08-04 16:14:43,643 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.933, mIoU: 0.574
2023-08-04 16:14:59,673 semantic_segmentation INFO: Iters: 8810/150000 || Lr: 0.018940 || Task Loss: 0.3144 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:04:44 || Estimated Time: 2 days, 17:22:02
2023-08-04 16:15:15,625 semantic_segmentation INFO: Iters: 8820/150000 || Lr: 0.018939 || Task Loss: 0.4095 || KD Loss: 0.1786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:00 || Estimated Time: 2 days, 17:21:34
2023-08-04 16:15:31,574 semantic_segmentation INFO: Iters: 8830/150000 || Lr: 0.018937 || Task Loss: 0.2937 || KD Loss: 0.1323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:16 || Estimated Time: 2 days, 17:21:05
2023-08-04 16:15:47,546 semantic_segmentation INFO: Iters: 8840/150000 || Lr: 0.018936 || Task Loss: 0.2523 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:32 || Estimated Time: 2 days, 17:20:38
2023-08-04 16:16:03,521 semantic_segmentation INFO: Iters: 8850/150000 || Lr: 0.018935 || Task Loss: 0.5315 || KD Loss: 0.2529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:48 || Estimated Time: 2 days, 17:20:10
2023-08-04 16:16:19,467 semantic_segmentation INFO: Iters: 8860/150000 || Lr: 0.018934 || Task Loss: 0.8099 || KD Loss: 0.6611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:04 || Estimated Time: 2 days, 17:19:42
2023-08-04 16:16:35,416 semantic_segmentation INFO: Iters: 8870/150000 || Lr: 0.018933 || Task Loss: 0.3168 || KD Loss: 0.1751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:19 || Estimated Time: 2 days, 17:19:14
2023-08-04 16:16:51,376 semantic_segmentation INFO: Iters: 8880/150000 || Lr: 0.018931 || Task Loss: 0.3019 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:35 || Estimated Time: 2 days, 17:18:46
2023-08-04 16:17:07,323 semantic_segmentation INFO: Iters: 8890/150000 || Lr: 0.018930 || Task Loss: 0.5125 || KD Loss: 0.2603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:51 || Estimated Time: 2 days, 17:18:18
2023-08-04 16:17:23,282 semantic_segmentation INFO: Iters: 8900/150000 || Lr: 0.018929 || Task Loss: 0.3958 || KD Loss: 0.1934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:07 || Estimated Time: 2 days, 17:17:50
2023-08-04 16:17:39,209 semantic_segmentation INFO: Iters: 8910/150000 || Lr: 0.018928 || Task Loss: 0.3530 || KD Loss: 0.1778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:23 || Estimated Time: 2 days, 17:17:22
2023-08-04 16:17:55,114 semantic_segmentation INFO: Iters: 8920/150000 || Lr: 0.018926 || Task Loss: 0.3211 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:39 || Estimated Time: 2 days, 17:16:53
2023-08-04 16:18:11,058 semantic_segmentation INFO: Iters: 8930/150000 || Lr: 0.018925 || Task Loss: 0.3458 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:55 || Estimated Time: 2 days, 17:16:25
2023-08-04 16:18:26,985 semantic_segmentation INFO: Iters: 8940/150000 || Lr: 0.018924 || Task Loss: 0.4259 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:11 || Estimated Time: 2 days, 17:15:57
2023-08-04 16:18:42,906 semantic_segmentation INFO: Iters: 8950/150000 || Lr: 0.018923 || Task Loss: 0.3275 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:27 || Estimated Time: 2 days, 17:15:29
2023-08-04 16:18:58,823 semantic_segmentation INFO: Iters: 8960/150000 || Lr: 0.018922 || Task Loss: 0.6638 || KD Loss: 0.2880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:43 || Estimated Time: 2 days, 17:15:01
2023-08-04 16:19:14,753 semantic_segmentation INFO: Iters: 8970/150000 || Lr: 0.018920 || Task Loss: 0.3249 || KD Loss: 0.1525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:59 || Estimated Time: 2 days, 17:14:33
2023-08-04 16:19:30,664 semantic_segmentation INFO: Iters: 8980/150000 || Lr: 0.018919 || Task Loss: 0.3978 || KD Loss: 0.1521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:14:04
2023-08-04 16:19:46,578 semantic_segmentation INFO: Iters: 8990/150000 || Lr: 0.018918 || Task Loss: 0.3660 || KD Loss: 0.2119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:13:36
2023-08-04 16:20:02,507 semantic_segmentation INFO: Iters: 9000/150000 || Lr: 0.018917 || Task Loss: 0.2496 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:09:47 || Estimated Time: 2 days, 17:13:08
2023-08-04 16:20:18,445 semantic_segmentation INFO: Iters: 9010/150000 || Lr: 0.018916 || Task Loss: 0.2442 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:02 || Estimated Time: 2 days, 17:12:40
2023-08-04 16:20:34,384 semantic_segmentation INFO: Iters: 9020/150000 || Lr: 0.018914 || Task Loss: 0.3308 || KD Loss: 0.1383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:18 || Estimated Time: 2 days, 17:12:13
2023-08-04 16:20:50,323 semantic_segmentation INFO: Iters: 9030/150000 || Lr: 0.018913 || Task Loss: 0.2673 || KD Loss: 0.1472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:34 || Estimated Time: 2 days, 17:11:45
2023-08-04 16:21:06,286 semantic_segmentation INFO: Iters: 9040/150000 || Lr: 0.018912 || Task Loss: 0.4898 || KD Loss: 0.2488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:50 || Estimated Time: 2 days, 17:11:17
2023-08-04 16:21:22,225 semantic_segmentation INFO: Iters: 9050/150000 || Lr: 0.018911 || Task Loss: 0.3269 || KD Loss: 0.2042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:06 || Estimated Time: 2 days, 17:10:50
2023-08-04 16:21:38,176 semantic_segmentation INFO: Iters: 9060/150000 || Lr: 0.018910 || Task Loss: 0.3897 || KD Loss: 0.1716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:22 || Estimated Time: 2 days, 17:10:22
2023-08-04 16:21:54,136 semantic_segmentation INFO: Iters: 9070/150000 || Lr: 0.018908 || Task Loss: 0.3315 || KD Loss: 0.1725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:38 || Estimated Time: 2 days, 17:09:55
2023-08-04 16:22:10,094 semantic_segmentation INFO: Iters: 9080/150000 || Lr: 0.018907 || Task Loss: 0.3910 || KD Loss: 0.1511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:54 || Estimated Time: 2 days, 17:09:28
2023-08-04 16:22:26,047 semantic_segmentation INFO: Iters: 9090/150000 || Lr: 0.018906 || Task Loss: 0.6767 || KD Loss: 0.4370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:10 || Estimated Time: 2 days, 17:09:00
2023-08-04 16:22:41,994 semantic_segmentation INFO: Iters: 9100/150000 || Lr: 0.018905 || Task Loss: 0.2989 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:26 || Estimated Time: 2 days, 17:08:33
2023-08-04 16:22:57,946 semantic_segmentation INFO: Iters: 9110/150000 || Lr: 0.018904 || Task Loss: 0.6359 || KD Loss: 0.2525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:42 || Estimated Time: 2 days, 17:08:05
2023-08-04 16:23:13,894 semantic_segmentation INFO: Iters: 9120/150000 || Lr: 0.018902 || Task Loss: 0.5860 || KD Loss: 0.3241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:58 || Estimated Time: 2 days, 17:07:38
2023-08-04 16:23:29,828 semantic_segmentation INFO: Iters: 9130/150000 || Lr: 0.018901 || Task Loss: 0.2616 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:14 || Estimated Time: 2 days, 17:07:11
2023-08-04 16:23:45,784 semantic_segmentation INFO: Iters: 9140/150000 || Lr: 0.018900 || Task Loss: 0.2344 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:30 || Estimated Time: 2 days, 17:06:43
2023-08-04 16:24:01,744 semantic_segmentation INFO: Iters: 9150/150000 || Lr: 0.018899 || Task Loss: 0.2162 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:46 || Estimated Time: 2 days, 17:06:16
2023-08-04 16:24:17,723 semantic_segmentation INFO: Iters: 9160/150000 || Lr: 0.018897 || Task Loss: 0.4077 || KD Loss: 0.1558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:02 || Estimated Time: 2 days, 17:05:49
2023-08-04 16:24:33,698 semantic_segmentation INFO: Iters: 9170/150000 || Lr: 0.018896 || Task Loss: 0.4587 || KD Loss: 0.2415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:18 || Estimated Time: 2 days, 17:05:22
2023-08-04 16:24:49,655 semantic_segmentation INFO: Iters: 9180/150000 || Lr: 0.018895 || Task Loss: 0.3381 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:34 || Estimated Time: 2 days, 17:04:55
2023-08-04 16:25:05,587 semantic_segmentation INFO: Iters: 9190/150000 || Lr: 0.018894 || Task Loss: 0.4706 || KD Loss: 0.2417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:50 || Estimated Time: 2 days, 17:04:28
2023-08-04 16:25:21,560 semantic_segmentation INFO: Iters: 9200/150000 || Lr: 0.018893 || Task Loss: 0.6472 || KD Loss: 0.3153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:06 || Estimated Time: 2 days, 17:04:01
2023-08-04 16:25:37,759 semantic_segmentation INFO: Iters: 9210/150000 || Lr: 0.018891 || Task Loss: 0.2804 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:22 || Estimated Time: 2 days, 17:03:38
2023-08-04 16:25:53,883 semantic_segmentation INFO: Iters: 9220/150000 || Lr: 0.018890 || Task Loss: 0.3206 || KD Loss: 0.1657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:38 || Estimated Time: 2 days, 17:03:13
2023-08-04 16:26:09,853 semantic_segmentation INFO: Iters: 9230/150000 || Lr: 0.018889 || Task Loss: 0.4673 || KD Loss: 0.1824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:54 || Estimated Time: 2 days, 17:02:47
2023-08-04 16:26:25,779 semantic_segmentation INFO: Iters: 9240/150000 || Lr: 0.018888 || Task Loss: 0.2480 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:10 || Estimated Time: 2 days, 17:02:19
2023-08-04 16:26:41,878 semantic_segmentation INFO: Iters: 9250/150000 || Lr: 0.018887 || Task Loss: 0.8734 || KD Loss: 0.5591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:26 || Estimated Time: 2 days, 17:01:54
2023-08-04 16:26:57,998 semantic_segmentation INFO: Iters: 9260/150000 || Lr: 0.018885 || Task Loss: 0.4368 || KD Loss: 0.2080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:42 || Estimated Time: 2 days, 17:01:30
2023-08-04 16:27:14,095 semantic_segmentation INFO: Iters: 9270/150000 || Lr: 0.018884 || Task Loss: 0.2309 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:58 || Estimated Time: 2 days, 17:01:05
2023-08-04 16:27:30,046 semantic_segmentation INFO: Iters: 9280/150000 || Lr: 0.018883 || Task Loss: 0.3258 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:00:38
2023-08-04 16:27:45,977 semantic_segmentation INFO: Iters: 9290/150000 || Lr: 0.018882 || Task Loss: 0.2989 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:00:11
2023-08-04 16:28:01,883 semantic_segmentation INFO: Iters: 9300/150000 || Lr: 0.018881 || Task Loss: 0.3892 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:17:46 || Estimated Time: 2 days, 16:59:43
2023-08-04 16:28:17,826 semantic_segmentation INFO: Iters: 9310/150000 || Lr: 0.018879 || Task Loss: 0.4099 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:02 || Estimated Time: 2 days, 16:59:16
2023-08-04 16:28:33,763 semantic_segmentation INFO: Iters: 9320/150000 || Lr: 0.018878 || Task Loss: 0.5413 || KD Loss: 0.2193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:18 || Estimated Time: 2 days, 16:58:49
2023-08-04 16:28:49,680 semantic_segmentation INFO: Iters: 9330/150000 || Lr: 0.018877 || Task Loss: 0.3076 || KD Loss: 0.1384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:34 || Estimated Time: 2 days, 16:58:22
2023-08-04 16:29:05,604 semantic_segmentation INFO: Iters: 9340/150000 || Lr: 0.018876 || Task Loss: 0.2879 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:50 || Estimated Time: 2 days, 16:57:55
2023-08-04 16:29:21,506 semantic_segmentation INFO: Iters: 9350/150000 || Lr: 0.018875 || Task Loss: 0.4033 || KD Loss: 0.1641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:06 || Estimated Time: 2 days, 16:57:27
2023-08-04 16:29:37,405 semantic_segmentation INFO: Iters: 9360/150000 || Lr: 0.018873 || Task Loss: 0.3295 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:21 || Estimated Time: 2 days, 16:57:00
2023-08-04 16:29:53,330 semantic_segmentation INFO: Iters: 9370/150000 || Lr: 0.018872 || Task Loss: 0.4094 || KD Loss: 0.1687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:37 || Estimated Time: 2 days, 16:56:32
2023-08-04 16:30:09,237 semantic_segmentation INFO: Iters: 9380/150000 || Lr: 0.018871 || Task Loss: 0.3062 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:53 || Estimated Time: 2 days, 16:56:05
2023-08-04 16:30:25,151 semantic_segmentation INFO: Iters: 9390/150000 || Lr: 0.018870 || Task Loss: 0.2282 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:09 || Estimated Time: 2 days, 16:55:38
2023-08-04 16:30:41,082 semantic_segmentation INFO: Iters: 9400/150000 || Lr: 0.018869 || Task Loss: 0.3517 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:25 || Estimated Time: 2 days, 16:55:11
2023-08-04 16:30:57,007 semantic_segmentation INFO: Iters: 9410/150000 || Lr: 0.018867 || Task Loss: 0.9640 || KD Loss: 0.4138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:41 || Estimated Time: 2 days, 16:54:44
2023-08-04 16:31:12,928 semantic_segmentation INFO: Iters: 9420/150000 || Lr: 0.018866 || Task Loss: 0.2425 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:57 || Estimated Time: 2 days, 16:54:17
2023-08-04 16:31:28,831 semantic_segmentation INFO: Iters: 9430/150000 || Lr: 0.018865 || Task Loss: 0.3835 || KD Loss: 0.1703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:13 || Estimated Time: 2 days, 16:53:49
2023-08-04 16:31:44,745 semantic_segmentation INFO: Iters: 9440/150000 || Lr: 0.018864 || Task Loss: 0.2804 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:29 || Estimated Time: 2 days, 16:53:22
2023-08-04 16:32:00,659 semantic_segmentation INFO: Iters: 9450/150000 || Lr: 0.018862 || Task Loss: 0.2869 || KD Loss: 0.1916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:45 || Estimated Time: 2 days, 16:52:55
2023-08-04 16:32:16,571 semantic_segmentation INFO: Iters: 9460/150000 || Lr: 0.018861 || Task Loss: 0.2950 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:01 || Estimated Time: 2 days, 16:52:28
2023-08-04 16:32:32,499 semantic_segmentation INFO: Iters: 9470/150000 || Lr: 0.018860 || Task Loss: 0.4403 || KD Loss: 0.1824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:17 || Estimated Time: 2 days, 16:52:01
2023-08-04 16:32:48,430 semantic_segmentation INFO: Iters: 9480/150000 || Lr: 0.018859 || Task Loss: 0.2059 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:32 || Estimated Time: 2 days, 16:51:34
2023-08-04 16:33:04,374 semantic_segmentation INFO: Iters: 9490/150000 || Lr: 0.018858 || Task Loss: 0.1655 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:48 || Estimated Time: 2 days, 16:51:08
2023-08-04 16:33:20,292 semantic_segmentation INFO: Iters: 9500/150000 || Lr: 0.018856 || Task Loss: 0.3717 || KD Loss: 0.1599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:04 || Estimated Time: 2 days, 16:50:41
2023-08-04 16:33:36,197 semantic_segmentation INFO: Iters: 9510/150000 || Lr: 0.018855 || Task Loss: 0.3389 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:20 || Estimated Time: 2 days, 16:50:14
2023-08-04 16:33:52,122 semantic_segmentation INFO: Iters: 9520/150000 || Lr: 0.018854 || Task Loss: 0.4033 || KD Loss: 0.1857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:36 || Estimated Time: 2 days, 16:49:47
2023-08-04 16:34:08,046 semantic_segmentation INFO: Iters: 9530/150000 || Lr: 0.018853 || Task Loss: 0.8880 || KD Loss: 0.5094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:52 || Estimated Time: 2 days, 16:49:20
2023-08-04 16:34:24,009 semantic_segmentation INFO: Iters: 9540/150000 || Lr: 0.018852 || Task Loss: 0.3556 || KD Loss: 0.1676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:08 || Estimated Time: 2 days, 16:48:54
2023-08-04 16:34:40,157 semantic_segmentation INFO: Iters: 9550/150000 || Lr: 0.018850 || Task Loss: 0.4009 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:24 || Estimated Time: 2 days, 16:48:31
2023-08-04 16:34:56,077 semantic_segmentation INFO: Iters: 9560/150000 || Lr: 0.018849 || Task Loss: 0.5421 || KD Loss: 0.1944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:48:04
2023-08-04 16:35:11,989 semantic_segmentation INFO: Iters: 9570/150000 || Lr: 0.018848 || Task Loss: 0.4641 || KD Loss: 0.2282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:47:37
2023-08-04 16:35:27,891 semantic_segmentation INFO: Iters: 9580/150000 || Lr: 0.018847 || Task Loss: 0.6067 || KD Loss: 0.2460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:12 || Estimated Time: 2 days, 16:47:10
2023-08-04 16:35:43,776 semantic_segmentation INFO: Iters: 9590/150000 || Lr: 0.018846 || Task Loss: 0.7282 || KD Loss: 0.4243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:28 || Estimated Time: 2 days, 16:46:43
2023-08-04 16:35:59,695 semantic_segmentation INFO: Iters: 9600/150000 || Lr: 0.018844 || Task Loss: 0.2670 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:44 || Estimated Time: 2 days, 16:46:16
2023-08-04 16:35:59,772 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 16:36:00,606 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.393
2023-08-04 16:36:00,727 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.451
2023-08-04 16:36:00,848 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.446
2023-08-04 16:36:00,965 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.481
2023-08-04 16:36:01,083 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.470
2023-08-04 16:36:01,203 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.475
2023-08-04 16:36:01,321 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.508
2023-08-04 16:36:01,439 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.531
2023-08-04 16:36:01,557 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.538
2023-08-04 16:36:01,676 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.565
2023-08-04 16:36:01,793 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.566
2023-08-04 16:36:01,909 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.590
2023-08-04 16:36:02,029 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.581
2023-08-04 16:36:02,148 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.579
2023-08-04 16:36:02,266 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.573
2023-08-04 16:36:02,383 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.935, mIoU: 0.565
2023-08-04 16:36:02,500 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.565
2023-08-04 16:36:02,618 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.934, mIoU: 0.565
2023-08-04 16:36:02,735 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.569
2023-08-04 16:36:02,854 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.934, mIoU: 0.577
2023-08-04 16:36:02,971 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.934, mIoU: 0.580
2023-08-04 16:36:03,089 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.566
2023-08-04 16:36:03,208 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.566
2023-08-04 16:36:03,327 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.576
2023-08-04 16:36:03,444 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.594
2023-08-04 16:36:03,560 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.596
2023-08-04 16:36:03,679 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.588
2023-08-04 16:36:03,797 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.584
2023-08-04 16:36:03,914 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.591
2023-08-04 16:36:04,031 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.576
2023-08-04 16:36:04,149 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.575
2023-08-04 16:36:04,266 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.575
2023-08-04 16:36:04,384 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.578
2023-08-04 16:36:04,503 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.578
2023-08-04 16:36:04,620 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.578
2023-08-04 16:36:04,738 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.577
2023-08-04 16:36:04,855 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.576
2023-08-04 16:36:04,973 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.575
2023-08-04 16:36:05,089 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.578
2023-08-04 16:36:05,206 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.578
2023-08-04 16:36:05,323 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.578
2023-08-04 16:36:05,442 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.578
2023-08-04 16:36:05,561 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.578
2023-08-04 16:36:05,681 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.579
2023-08-04 16:36:05,800 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.578
2023-08-04 16:36:05,925 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.578
2023-08-04 16:36:06,042 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 16:36:06,161 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.577
2023-08-04 16:36:06,278 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.583
2023-08-04 16:36:06,398 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.585
2023-08-04 16:36:06,514 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.585
2023-08-04 16:36:06,632 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.589
2023-08-04 16:36:06,749 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.589
2023-08-04 16:36:06,866 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.926, mIoU: 0.583
2023-08-04 16:36:06,983 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.582
2023-08-04 16:36:07,100 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.588
2023-08-04 16:36:07,218 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.589
2023-08-04 16:36:07,334 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.596
2023-08-04 16:36:07,452 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.600
2023-08-04 16:36:07,571 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.599
2023-08-04 16:36:07,693 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.600
2023-08-04 16:36:07,811 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.602
2023-08-04 16:36:07,934 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.601
2023-08-04 16:36:08,052 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.925, mIoU: 0.605
2023-08-04 16:36:08,170 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.607
2023-08-04 16:36:08,288 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.607
2023-08-04 16:36:08,404 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.923, mIoU: 0.605
2023-08-04 16:36:08,522 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.605
2023-08-04 16:36:08,639 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.604
2023-08-04 16:36:08,758 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.603
2023-08-04 16:36:08,876 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.604
2023-08-04 16:36:08,994 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.601
2023-08-04 16:36:09,112 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.599
2023-08-04 16:36:09,231 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.599
2023-08-04 16:36:09,354 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.600
2023-08-04 16:36:09,471 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.600
2023-08-04 16:36:09,588 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.599
2023-08-04 16:36:09,705 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.924, mIoU: 0.599
2023-08-04 16:36:09,822 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.599
2023-08-04 16:36:09,938 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.925, mIoU: 0.601
2023-08-04 16:36:10,056 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.603
2023-08-04 16:36:10,174 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.603
2023-08-04 16:36:10,293 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.925, mIoU: 0.603
2023-08-04 16:36:10,410 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.924, mIoU: 0.599
2023-08-04 16:36:10,532 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.921, mIoU: 0.596
2023-08-04 16:36:10,651 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.921, mIoU: 0.596
2023-08-04 16:36:10,769 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.921, mIoU: 0.596
2023-08-04 16:36:10,887 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.922, mIoU: 0.596
2023-08-04 16:36:11,006 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.922, mIoU: 0.596
2023-08-04 16:36:11,125 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.922, mIoU: 0.596
2023-08-04 16:36:11,243 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.596
2023-08-04 16:36:11,361 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.922, mIoU: 0.610
2023-08-04 16:36:11,478 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.922, mIoU: 0.610
2023-08-04 16:36:11,596 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.922, mIoU: 0.610
2023-08-04 16:36:11,714 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.611
2023-08-04 16:36:11,831 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.611
2023-08-04 16:36:11,949 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.610
2023-08-04 16:36:12,067 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.923, mIoU: 0.611
2023-08-04 16:36:12,183 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.612
2023-08-04 16:36:12,301 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.613
2023-08-04 16:36:12,419 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.612
2023-08-04 16:36:12,537 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.611
2023-08-04 16:36:12,653 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.611
2023-08-04 16:36:12,772 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.611
2023-08-04 16:36:12,890 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.922, mIoU: 0.611
2023-08-04 16:36:13,010 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.611
2023-08-04 16:36:13,127 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.612
2023-08-04 16:36:13,244 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.923, mIoU: 0.612
2023-08-04 16:36:13,363 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.923, mIoU: 0.612
2023-08-04 16:36:13,479 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.921, mIoU: 0.610
2023-08-04 16:36:13,598 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.921, mIoU: 0.610
2023-08-04 16:36:13,719 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.610
2023-08-04 16:36:13,837 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.610
2023-08-04 16:36:13,954 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.610
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2023-08-04 16:36:37,102 semantic_segmentation INFO: Sample: 310, Validation pixAcc: 0.926, mIoU: 0.608
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2023-08-04 16:36:37,453 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.925, mIoU: 0.605
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2023-08-04 16:36:38,028 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.924, mIoU: 0.604
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2023-08-04 16:36:38,257 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.924, mIoU: 0.603
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2023-08-04 16:36:39,086 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.924, mIoU: 0.602
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2023-08-04 16:36:40,032 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.924, mIoU: 0.603
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2023-08-04 16:36:41,095 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.925, mIoU: 0.603
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2023-08-04 16:36:41,331 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.926, mIoU: 0.604
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2023-08-04 16:36:42,043 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.926, mIoU: 0.604
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2023-08-04 16:36:42,398 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 16:36:42,521 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 16:36:42,638 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 16:36:42,756 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 16:36:42,874 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 16:36:42,991 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.926, mIoU: 0.605
2023-08-04 16:36:43,109 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 16:36:43,226 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 16:36:43,345 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.927, mIoU: 0.604
2023-08-04 16:36:43,464 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.927, mIoU: 0.604
2023-08-04 16:36:43,582 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.927, mIoU: 0.604
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2023-08-04 16:36:43,818 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.927, mIoU: 0.605
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2023-08-04 16:36:44,052 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.927, mIoU: 0.606
2023-08-04 16:36:44,170 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.927, mIoU: 0.606
2023-08-04 16:36:44,290 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.927, mIoU: 0.606
2023-08-04 16:36:44,408 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.927, mIoU: 0.606
2023-08-04 16:36:44,526 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.927, mIoU: 0.606
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2023-08-04 16:36:44,763 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.927, mIoU: 0.605
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2023-08-04 16:36:45,000 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-04 16:36:45,117 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.928, mIoU: 0.606
2023-08-04 16:36:45,235 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.928, mIoU: 0.606
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2023-08-04 16:36:45,711 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.928, mIoU: 0.607
2023-08-04 16:36:45,830 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.928, mIoU: 0.607
2023-08-04 16:36:45,949 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.928, mIoU: 0.607
2023-08-04 16:36:46,066 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.928, mIoU: 0.607
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2023-08-04 16:36:46,540 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.929, mIoU: 0.608
2023-08-04 16:36:46,658 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.929, mIoU: 0.609
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2023-08-04 16:36:47,368 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.929, mIoU: 0.609
2023-08-04 16:36:47,486 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.929, mIoU: 0.609
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2023-08-04 16:36:47,723 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.929, mIoU: 0.609
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2023-08-04 16:36:47,960 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 16:36:48,078 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 16:36:48,196 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 16:36:48,315 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 16:36:48,432 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 16:36:48,550 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 16:36:48,669 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 16:36:48,788 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 16:36:48,907 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 16:36:49,025 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 16:36:49,144 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 16:36:49,261 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 16:36:49,381 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 16:36:49,504 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 16:36:49,623 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 16:36:49,742 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 16:36:49,861 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.931, mIoU: 0.610
2023-08-04 16:36:49,979 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.931, mIoU: 0.610
2023-08-04 16:36:50,097 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.931, mIoU: 0.610
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2023-08-04 16:36:50,686 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.931, mIoU: 0.610
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2023-08-04 16:36:50,923 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.931, mIoU: 0.611
2023-08-04 16:36:51,041 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.931, mIoU: 0.611
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2023-08-04 16:36:51,277 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.931, mIoU: 0.611
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2023-08-04 16:36:51,512 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.931, mIoU: 0.611
2023-08-04 16:36:51,631 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.931, mIoU: 0.611
2023-08-04 16:36:51,754 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:51,874 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:51,991 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:52,107 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:52,226 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:52,344 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:52,462 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:52,580 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:52,698 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:52,816 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:52,935 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.932, mIoU: 0.612
2023-08-04 16:36:53,053 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:53,171 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 16:36:53,289 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.932, mIoU: 0.612
2023-08-04 16:36:53,408 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.933, mIoU: 0.612
2023-08-04 16:36:53,525 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.933, mIoU: 0.612
2023-08-04 16:36:53,643 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.933, mIoU: 0.612
2023-08-04 16:36:53,761 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.933, mIoU: 0.612
2023-08-04 16:36:53,880 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.933, mIoU: 0.612
2023-08-04 16:36:54,004 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.933, mIoU: 0.612
2023-08-04 16:36:54,121 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.933, mIoU: 0.612
2023-08-04 16:36:54,240 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 16:36:54,359 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.933, mIoU: 0.613
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2023-08-04 16:36:54,712 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.933, mIoU: 0.614
2023-08-04 16:36:54,829 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.933, mIoU: 0.614
2023-08-04 16:36:54,948 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.933, mIoU: 0.614
2023-08-04 16:36:55,066 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.933, mIoU: 0.615
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2023-08-04 16:36:55,545 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-04 16:36:55,662 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-04 16:36:55,780 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-04 16:36:55,898 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-04 16:36:56,015 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-04 16:36:56,133 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-04 16:36:56,251 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.933, mIoU: 0.614
2023-08-04 16:36:56,370 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.933, mIoU: 0.614
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2023-08-04 16:36:56,723 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.933, mIoU: 0.614
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2023-08-04 16:36:56,961 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-04 16:36:57,079 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-04 16:36:57,196 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-04 16:36:57,315 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.933, mIoU: 0.615
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2023-08-04 16:36:57,552 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 16:36:57,670 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 16:36:57,787 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 16:36:57,907 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 16:36:58,026 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:58,145 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:58,263 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 16:36:58,382 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 16:36:58,505 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:58,623 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:58,741 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:58,858 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:58,976 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:59,094 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:59,212 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:59,331 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:59,449 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:36:59,566 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 16:37:15,841 semantic_segmentation INFO: Iters: 9610/150000 || Lr: 0.018843 || Task Loss: 0.2942 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:00 || Estimated Time: 2 days, 17:00:29
2023-08-04 16:37:31,753 semantic_segmentation INFO: Iters: 9620/150000 || Lr: 0.018842 || Task Loss: 0.2918 || KD Loss: 0.1177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:16 || Estimated Time: 2 days, 17:00:02
2023-08-04 16:37:47,714 semantic_segmentation INFO: Iters: 9630/150000 || Lr: 0.018841 || Task Loss: 0.3332 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:32 || Estimated Time: 2 days, 16:59:35
2023-08-04 16:38:03,658 semantic_segmentation INFO: Iters: 9640/150000 || Lr: 0.018840 || Task Loss: 0.4523 || KD Loss: 0.1916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:48 || Estimated Time: 2 days, 16:59:07
2023-08-04 16:38:19,632 semantic_segmentation INFO: Iters: 9650/150000 || Lr: 0.018838 || Task Loss: 0.3336 || KD Loss: 0.1129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:28:04 || Estimated Time: 2 days, 16:58:40
2023-08-04 16:38:35,600 semantic_segmentation INFO: Iters: 9660/150000 || Lr: 0.018837 || Task Loss: 0.7655 || KD Loss: 0.3370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:28:20 || Estimated Time: 2 days, 16:58:14
2023-08-04 16:38:51,571 semantic_segmentation INFO: Iters: 9670/150000 || Lr: 0.018836 || Task Loss: 0.4857 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:57:47
2023-08-04 16:39:07,538 semantic_segmentation INFO: Iters: 9680/150000 || Lr: 0.018835 || Task Loss: 0.2950 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:57:20
2023-08-04 16:39:23,516 semantic_segmentation INFO: Iters: 9690/150000 || Lr: 0.018833 || Task Loss: 0.7972 || KD Loss: 0.4125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:08 || Estimated Time: 2 days, 16:56:54
2023-08-04 16:39:39,462 semantic_segmentation INFO: Iters: 9700/150000 || Lr: 0.018832 || Task Loss: 0.3081 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:24 || Estimated Time: 2 days, 16:56:26
2023-08-04 16:39:55,397 semantic_segmentation INFO: Iters: 9710/150000 || Lr: 0.018831 || Task Loss: 0.4277 || KD Loss: 0.2121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:39 || Estimated Time: 2 days, 16:55:59
2023-08-04 16:40:11,337 semantic_segmentation INFO: Iters: 9720/150000 || Lr: 0.018830 || Task Loss: 0.3775 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:55 || Estimated Time: 2 days, 16:55:32
2023-08-04 16:40:27,232 semantic_segmentation INFO: Iters: 9730/150000 || Lr: 0.018829 || Task Loss: 0.3286 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:11 || Estimated Time: 2 days, 16:55:05
2023-08-04 16:40:43,119 semantic_segmentation INFO: Iters: 9740/150000 || Lr: 0.018827 || Task Loss: 0.4439 || KD Loss: 0.1753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:27 || Estimated Time: 2 days, 16:54:37
2023-08-04 16:40:59,004 semantic_segmentation INFO: Iters: 9750/150000 || Lr: 0.018826 || Task Loss: 0.3713 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:43 || Estimated Time: 2 days, 16:54:09
2023-08-04 16:41:14,902 semantic_segmentation INFO: Iters: 9760/150000 || Lr: 0.018825 || Task Loss: 0.4120 || KD Loss: 0.1907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:59 || Estimated Time: 2 days, 16:53:41
2023-08-04 16:41:30,777 semantic_segmentation INFO: Iters: 9770/150000 || Lr: 0.018824 || Task Loss: 0.3909 || KD Loss: 0.1472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:15 || Estimated Time: 2 days, 16:53:13
2023-08-04 16:41:46,647 semantic_segmentation INFO: Iters: 9780/150000 || Lr: 0.018823 || Task Loss: 0.3370 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:31 || Estimated Time: 2 days, 16:52:45
2023-08-04 16:42:02,543 semantic_segmentation INFO: Iters: 9790/150000 || Lr: 0.018821 || Task Loss: 0.3091 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:47 || Estimated Time: 2 days, 16:52:18
2023-08-04 16:42:18,453 semantic_segmentation INFO: Iters: 9800/150000 || Lr: 0.018820 || Task Loss: 0.2855 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:02 || Estimated Time: 2 days, 16:51:51
2023-08-04 16:42:34,372 semantic_segmentation INFO: Iters: 9810/150000 || Lr: 0.018819 || Task Loss: 0.3348 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:18 || Estimated Time: 2 days, 16:51:23
2023-08-04 16:42:50,277 semantic_segmentation INFO: Iters: 9820/150000 || Lr: 0.018818 || Task Loss: 0.2898 || KD Loss: 0.1486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:34 || Estimated Time: 2 days, 16:50:56
2023-08-04 16:43:06,182 semantic_segmentation INFO: Iters: 9830/150000 || Lr: 0.018817 || Task Loss: 0.3873 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:50 || Estimated Time: 2 days, 16:50:29
2023-08-04 16:43:22,086 semantic_segmentation INFO: Iters: 9840/150000 || Lr: 0.018815 || Task Loss: 0.3468 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:06 || Estimated Time: 2 days, 16:50:01
2023-08-04 16:43:37,968 semantic_segmentation INFO: Iters: 9850/150000 || Lr: 0.018814 || Task Loss: 0.4735 || KD Loss: 0.2114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:22 || Estimated Time: 2 days, 16:49:34
2023-08-04 16:43:53,855 semantic_segmentation INFO: Iters: 9860/150000 || Lr: 0.018813 || Task Loss: 0.4847 || KD Loss: 0.2245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:38 || Estimated Time: 2 days, 16:49:06
2023-08-04 16:44:09,771 semantic_segmentation INFO: Iters: 9870/150000 || Lr: 0.018812 || Task Loss: 0.3085 || KD Loss: 0.1585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:54 || Estimated Time: 2 days, 16:48:39
2023-08-04 16:44:25,681 semantic_segmentation INFO: Iters: 9880/150000 || Lr: 0.018811 || Task Loss: 0.3506 || KD Loss: 0.1326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:10 || Estimated Time: 2 days, 16:48:12
2023-08-04 16:44:41,591 semantic_segmentation INFO: Iters: 9890/150000 || Lr: 0.018809 || Task Loss: 0.3381 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:26 || Estimated Time: 2 days, 16:47:45
2023-08-04 16:44:57,513 semantic_segmentation INFO: Iters: 9900/150000 || Lr: 0.018808 || Task Loss: 0.5245 || KD Loss: 0.2689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:42 || Estimated Time: 2 days, 16:47:18
2023-08-04 16:45:13,462 semantic_segmentation INFO: Iters: 9910/150000 || Lr: 0.018807 || Task Loss: 0.2984 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:58 || Estimated Time: 2 days, 16:46:51
2023-08-04 16:45:29,403 semantic_segmentation INFO: Iters: 9920/150000 || Lr: 0.018806 || Task Loss: 0.2361 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:35:13 || Estimated Time: 2 days, 16:46:25
2023-08-04 16:45:45,339 semantic_segmentation INFO: Iters: 9930/150000 || Lr: 0.018804 || Task Loss: 0.2743 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:35:29 || Estimated Time: 2 days, 16:45:58
2023-08-04 16:46:01,265 semantic_segmentation INFO: Iters: 9940/150000 || Lr: 0.018803 || Task Loss: 0.3601 || KD Loss: 0.1519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:45:31
2023-08-04 16:46:17,185 semantic_segmentation INFO: Iters: 9950/150000 || Lr: 0.018802 || Task Loss: 0.4506 || KD Loss: 0.2293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:45:04
2023-08-04 16:46:33,110 semantic_segmentation INFO: Iters: 9960/150000 || Lr: 0.018801 || Task Loss: 0.3558 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:17 || Estimated Time: 2 days, 16:44:38
2023-08-04 16:46:49,046 semantic_segmentation INFO: Iters: 9970/150000 || Lr: 0.018800 || Task Loss: 0.3709 || KD Loss: 0.2318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:33 || Estimated Time: 2 days, 16:44:11
2023-08-04 16:47:04,974 semantic_segmentation INFO: Iters: 9980/150000 || Lr: 0.018798 || Task Loss: 0.4590 || KD Loss: 0.2046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:49 || Estimated Time: 2 days, 16:43:44
2023-08-04 16:47:20,926 semantic_segmentation INFO: Iters: 9990/150000 || Lr: 0.018797 || Task Loss: 0.2216 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:05 || Estimated Time: 2 days, 16:43:18
2023-08-04 16:47:36,873 semantic_segmentation INFO: Iters: 10000/150000 || Lr: 0.018796 || Task Loss: 0.2650 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:21 || Estimated Time: 2 days, 16:42:52
2023-08-04 16:47:52,820 semantic_segmentation INFO: Iters: 10010/150000 || Lr: 0.018795 || Task Loss: 0.3208 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:37 || Estimated Time: 2 days, 16:42:25
2023-08-04 16:48:08,757 semantic_segmentation INFO: Iters: 10020/150000 || Lr: 0.018794 || Task Loss: 0.5322 || KD Loss: 0.2583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:53 || Estimated Time: 2 days, 16:41:59
2023-08-04 16:48:24,678 semantic_segmentation INFO: Iters: 10030/150000 || Lr: 0.018792 || Task Loss: 0.4887 || KD Loss: 0.1855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:09 || Estimated Time: 2 days, 16:41:32
2023-08-04 16:48:40,609 semantic_segmentation INFO: Iters: 10040/150000 || Lr: 0.018791 || Task Loss: 0.4185 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:25 || Estimated Time: 2 days, 16:41:06
2023-08-04 16:48:56,542 semantic_segmentation INFO: Iters: 10050/150000 || Lr: 0.018790 || Task Loss: 0.5635 || KD Loss: 0.3003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:41 || Estimated Time: 2 days, 16:40:39
2023-08-04 16:49:12,466 semantic_segmentation INFO: Iters: 10060/150000 || Lr: 0.018789 || Task Loss: 0.2809 || KD Loss: 0.2120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:57 || Estimated Time: 2 days, 16:40:13
2023-08-04 16:49:28,387 semantic_segmentation INFO: Iters: 10070/150000 || Lr: 0.018788 || Task Loss: 0.2034 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:12 || Estimated Time: 2 days, 16:39:46
2023-08-04 16:49:44,303 semantic_segmentation INFO: Iters: 10080/150000 || Lr: 0.018786 || Task Loss: 0.3371 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:28 || Estimated Time: 2 days, 16:39:20
2023-08-04 16:50:00,217 semantic_segmentation INFO: Iters: 10090/150000 || Lr: 0.018785 || Task Loss: 0.3816 || KD Loss: 0.1790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:44 || Estimated Time: 2 days, 16:38:53
2023-08-04 16:50:16,104 semantic_segmentation INFO: Iters: 10100/150000 || Lr: 0.018784 || Task Loss: 0.4115 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:40:00 || Estimated Time: 2 days, 16:38:26
2023-08-04 16:50:31,996 semantic_segmentation INFO: Iters: 10110/150000 || Lr: 0.018783 || Task Loss: 0.6504 || KD Loss: 0.3238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:40:16 || Estimated Time: 2 days, 16:37:59
2023-08-04 16:50:47,924 semantic_segmentation INFO: Iters: 10120/150000 || Lr: 0.018782 || Task Loss: 0.4298 || KD Loss: 0.1714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:40:32 || Estimated Time: 2 days, 16:37:33
2023-08-04 16:51:03,848 semantic_segmentation INFO: Iters: 10130/150000 || Lr: 0.018780 || Task Loss: 0.2627 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:40:48 || Estimated Time: 2 days, 16:37:06
2023-08-04 16:51:19,746 semantic_segmentation INFO: Iters: 10140/150000 || Lr: 0.018779 || Task Loss: 0.4211 || KD Loss: 0.1884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:41:04 || Estimated Time: 2 days, 16:36:40
2023-08-04 16:51:35,622 semantic_segmentation INFO: Iters: 10150/150000 || Lr: 0.018778 || Task Loss: 0.3218 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:41:20 || Estimated Time: 2 days, 16:36:13
2023-08-04 16:51:51,513 semantic_segmentation INFO: Iters: 10160/150000 || Lr: 0.018777 || Task Loss: 0.5302 || KD Loss: 0.2150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:41:36 || Estimated Time: 2 days, 16:35:46
2023-08-04 16:52:07,402 semantic_segmentation INFO: Iters: 10170/150000 || Lr: 0.018775 || Task Loss: 0.2048 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:41:51 || Estimated Time: 2 days, 16:35:19
2023-08-04 16:52:23,273 semantic_segmentation INFO: Iters: 10180/150000 || Lr: 0.018774 || Task Loss: 0.3624 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:07 || Estimated Time: 2 days, 16:34:52
2023-08-04 16:52:39,167 semantic_segmentation INFO: Iters: 10190/150000 || Lr: 0.018773 || Task Loss: 0.2051 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:23 || Estimated Time: 2 days, 16:34:25
2023-08-04 16:52:55,078 semantic_segmentation INFO: Iters: 10200/150000 || Lr: 0.018772 || Task Loss: 0.5121 || KD Loss: 0.3429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:39 || Estimated Time: 2 days, 16:33:59
2023-08-04 16:53:10,978 semantic_segmentation INFO: Iters: 10210/150000 || Lr: 0.018771 || Task Loss: 0.7459 || KD Loss: 0.3479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:33:32
2023-08-04 16:53:26,871 semantic_segmentation INFO: Iters: 10220/150000 || Lr: 0.018769 || Task Loss: 0.4095 || KD Loss: 0.1430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:33:05
2023-08-04 16:53:42,768 semantic_segmentation INFO: Iters: 10230/150000 || Lr: 0.018768 || Task Loss: 0.2702 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:27 || Estimated Time: 2 days, 16:32:39
2023-08-04 16:53:58,688 semantic_segmentation INFO: Iters: 10240/150000 || Lr: 0.018767 || Task Loss: 0.2637 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:43 || Estimated Time: 2 days, 16:32:13
2023-08-04 16:54:14,591 semantic_segmentation INFO: Iters: 10250/150000 || Lr: 0.018766 || Task Loss: 0.3216 || KD Loss: 0.1603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:59 || Estimated Time: 2 days, 16:31:46
2023-08-04 16:54:30,471 semantic_segmentation INFO: Iters: 10260/150000 || Lr: 0.018765 || Task Loss: 0.5057 || KD Loss: 0.3399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:15 || Estimated Time: 2 days, 16:31:19
2023-08-04 16:54:46,385 semantic_segmentation INFO: Iters: 10270/150000 || Lr: 0.018763 || Task Loss: 0.8304 || KD Loss: 0.4880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:30 || Estimated Time: 2 days, 16:30:53
2023-08-04 16:55:02,284 semantic_segmentation INFO: Iters: 10280/150000 || Lr: 0.018762 || Task Loss: 0.4683 || KD Loss: 0.2926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:46 || Estimated Time: 2 days, 16:30:27
2023-08-04 16:55:18,190 semantic_segmentation INFO: Iters: 10290/150000 || Lr: 0.018761 || Task Loss: 0.2818 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:02 || Estimated Time: 2 days, 16:30:00
2023-08-04 16:55:34,103 semantic_segmentation INFO: Iters: 10300/150000 || Lr: 0.018760 || Task Loss: 0.3434 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:18 || Estimated Time: 2 days, 16:29:34
2023-08-04 16:55:50,009 semantic_segmentation INFO: Iters: 10310/150000 || Lr: 0.018759 || Task Loss: 0.1816 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:34 || Estimated Time: 2 days, 16:29:08
2023-08-04 16:56:05,920 semantic_segmentation INFO: Iters: 10320/150000 || Lr: 0.018757 || Task Loss: 0.4621 || KD Loss: 0.1810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:50 || Estimated Time: 2 days, 16:28:42
2023-08-04 16:56:21,787 semantic_segmentation INFO: Iters: 10330/150000 || Lr: 0.018756 || Task Loss: 0.2489 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:46:06 || Estimated Time: 2 days, 16:28:15
2023-08-04 16:56:37,695 semantic_segmentation INFO: Iters: 10340/150000 || Lr: 0.018755 || Task Loss: 0.3211 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:46:22 || Estimated Time: 2 days, 16:27:49
2023-08-04 16:56:53,590 semantic_segmentation INFO: Iters: 10350/150000 || Lr: 0.018754 || Task Loss: 0.2684 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:46:38 || Estimated Time: 2 days, 16:27:22
2023-08-04 16:57:09,488 semantic_segmentation INFO: Iters: 10360/150000 || Lr: 0.018753 || Task Loss: 0.2676 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:46:54 || Estimated Time: 2 days, 16:26:56
2023-08-04 16:57:25,371 semantic_segmentation INFO: Iters: 10370/150000 || Lr: 0.018751 || Task Loss: 0.2194 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:09 || Estimated Time: 2 days, 16:26:30
2023-08-04 16:57:41,254 semantic_segmentation INFO: Iters: 10380/150000 || Lr: 0.018750 || Task Loss: 0.2631 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:25 || Estimated Time: 2 days, 16:26:03
2023-08-04 16:57:57,122 semantic_segmentation INFO: Iters: 10390/150000 || Lr: 0.018749 || Task Loss: 0.4463 || KD Loss: 0.1741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:41 || Estimated Time: 2 days, 16:25:37
2023-08-04 16:58:13,017 semantic_segmentation INFO: Iters: 10400/150000 || Lr: 0.018748 || Task Loss: 0.3277 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:57 || Estimated Time: 2 days, 16:25:10
2023-08-04 16:58:13,097 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 16:58:13,944 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.955, mIoU: 0.387
2023-08-04 16:58:14,064 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.463
2023-08-04 16:58:14,184 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.470
2023-08-04 16:58:14,304 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.501
2023-08-04 16:58:14,420 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.487
2023-08-04 16:58:14,537 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.489
2023-08-04 16:58:14,658 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.505
2023-08-04 16:58:14,774 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.534
2023-08-04 16:58:14,893 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.555
2023-08-04 16:58:15,011 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.565
2023-08-04 16:58:15,129 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.576
2023-08-04 16:58:15,247 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.606
2023-08-04 16:58:15,365 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.593
2023-08-04 16:58:15,483 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.586
2023-08-04 16:58:15,602 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.588
2023-08-04 16:58:15,720 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.930, mIoU: 0.582
2023-08-04 16:58:15,838 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.583
2023-08-04 16:58:15,956 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.586
2023-08-04 16:58:16,078 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.587
2023-08-04 16:58:16,200 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.592
2023-08-04 16:58:16,321 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.590
2023-08-04 16:58:16,439 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.922, mIoU: 0.582
2023-08-04 16:58:16,559 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.586
2023-08-04 16:58:16,678 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.922, mIoU: 0.593
2023-08-04 16:58:16,795 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.608
2023-08-04 16:58:16,913 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.921, mIoU: 0.609
2023-08-04 16:58:17,029 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.921, mIoU: 0.600
2023-08-04 16:58:17,148 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.596
2023-08-04 16:58:17,266 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.601
2023-08-04 16:58:17,384 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.589
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2023-08-04 16:58:17,620 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.590
2023-08-04 16:58:17,739 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.922, mIoU: 0.593
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2023-08-04 16:58:17,974 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.594
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2023-08-04 16:58:19,035 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.923, mIoU: 0.590
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2023-08-04 16:58:19,509 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.590
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2023-08-04 16:58:20,100 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.925, mIoU: 0.601
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2023-08-04 16:58:20,921 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.618
2023-08-04 16:58:21,039 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.621
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2023-08-04 16:59:03,751 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.930, mIoU: 0.617
2023-08-04 16:59:03,869 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.930, mIoU: 0.617
2023-08-04 16:59:03,987 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.930, mIoU: 0.617
2023-08-04 16:59:04,107 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.930, mIoU: 0.617
2023-08-04 16:59:04,226 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-04 16:59:04,344 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-04 16:59:04,462 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.930, mIoU: 0.617
2023-08-04 16:59:04,579 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-04 16:59:04,698 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-04 16:59:04,816 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-04 16:59:04,934 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:05,052 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:05,171 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:05,288 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:05,407 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:05,525 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:05,643 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:05,762 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:05,880 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:05,998 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:06,116 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:06,236 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:06,354 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:06,472 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-04 16:59:06,590 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.931, mIoU: 0.619
2023-08-04 16:59:06,709 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-04 16:59:06,828 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-04 16:59:06,948 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-04 16:59:07,067 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-04 16:59:07,186 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-04 16:59:07,307 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-04 16:59:07,424 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-04 16:59:07,543 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-04 16:59:07,663 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:07,782 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:07,900 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:08,019 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:08,133 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:08,252 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:08,371 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:08,489 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:08,607 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:08,728 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:08,846 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:08,967 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.932, mIoU: 0.621
2023-08-04 16:59:09,086 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:09,205 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:09,322 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:09,439 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:09,556 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:09,676 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:09,794 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:09,909 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:10,029 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:10,150 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:10,270 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-04 16:59:10,388 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.620
2023-08-04 16:59:10,506 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.620
2023-08-04 16:59:10,624 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.933, mIoU: 0.620
2023-08-04 16:59:10,743 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.933, mIoU: 0.620
2023-08-04 16:59:10,863 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.933, mIoU: 0.620
2023-08-04 16:59:10,981 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-04 16:59:11,098 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-04 16:59:11,216 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-04 16:59:11,335 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.932, mIoU: 0.621
2023-08-04 16:59:11,455 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-04 16:59:11,572 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-04 16:59:11,689 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-04 16:59:11,807 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-04 16:59:11,925 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-04 16:59:12,042 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-04 16:59:12,160 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.933, mIoU: 0.622
2023-08-04 16:59:12,278 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.933, mIoU: 0.622
2023-08-04 16:59:12,397 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.933, mIoU: 0.622
2023-08-04 16:59:12,514 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.933, mIoU: 0.622
2023-08-04 16:59:12,633 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.933, mIoU: 0.622
2023-08-04 16:59:12,751 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.622
2023-08-04 16:59:12,867 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.933, mIoU: 0.622
2023-08-04 16:59:29,122 semantic_segmentation INFO: Iters: 10410/150000 || Lr: 0.018746 || Task Loss: 0.4960 || KD Loss: 0.2237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:13 || Estimated Time: 2 days, 16:38:11
2023-08-04 16:59:45,043 semantic_segmentation INFO: Iters: 10420/150000 || Lr: 0.018745 || Task Loss: 0.4249 || KD Loss: 0.1785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:29 || Estimated Time: 2 days, 16:37:45
2023-08-04 17:00:00,979 semantic_segmentation INFO: Iters: 10430/150000 || Lr: 0.018744 || Task Loss: 0.3473 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:45 || Estimated Time: 2 days, 16:37:18
2023-08-04 17:00:16,927 semantic_segmentation INFO: Iters: 10440/150000 || Lr: 0.018743 || Task Loss: 0.3059 || KD Loss: 0.1235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:01 || Estimated Time: 2 days, 16:36:52
2023-08-04 17:00:32,858 semantic_segmentation INFO: Iters: 10450/150000 || Lr: 0.018742 || Task Loss: 0.2794 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:17 || Estimated Time: 2 days, 16:36:25
2023-08-04 17:00:48,788 semantic_segmentation INFO: Iters: 10460/150000 || Lr: 0.018740 || Task Loss: 0.3265 || KD Loss: 0.1326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:33 || Estimated Time: 2 days, 16:35:59
2023-08-04 17:01:04,737 semantic_segmentation INFO: Iters: 10470/150000 || Lr: 0.018739 || Task Loss: 0.6358 || KD Loss: 0.2659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:49 || Estimated Time: 2 days, 16:35:33
2023-08-04 17:01:20,670 semantic_segmentation INFO: Iters: 10480/150000 || Lr: 0.018738 || Task Loss: 0.3794 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:05 || Estimated Time: 2 days, 16:35:06
2023-08-04 17:01:36,589 semantic_segmentation INFO: Iters: 10490/150000 || Lr: 0.018737 || Task Loss: 0.6723 || KD Loss: 0.2195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:21 || Estimated Time: 2 days, 16:34:40
2023-08-04 17:01:52,688 semantic_segmentation INFO: Iters: 10500/150000 || Lr: 0.018736 || Task Loss: 0.3940 || KD Loss: 0.2109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:37 || Estimated Time: 2 days, 16:34:15
2023-08-04 17:02:08,700 semantic_segmentation INFO: Iters: 10510/150000 || Lr: 0.018734 || Task Loss: 0.3078 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:53 || Estimated Time: 2 days, 16:33:50
2023-08-04 17:02:24,641 semantic_segmentation INFO: Iters: 10520/150000 || Lr: 0.018733 || Task Loss: 0.5396 || KD Loss: 0.2392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:09 || Estimated Time: 2 days, 16:33:24
2023-08-04 17:02:40,594 semantic_segmentation INFO: Iters: 10530/150000 || Lr: 0.018732 || Task Loss: 0.3454 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:25 || Estimated Time: 2 days, 16:32:58
2023-08-04 17:02:56,533 semantic_segmentation INFO: Iters: 10540/150000 || Lr: 0.018731 || Task Loss: 0.2313 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:41 || Estimated Time: 2 days, 16:32:32
2023-08-04 17:03:12,491 semantic_segmentation INFO: Iters: 10550/150000 || Lr: 0.018730 || Task Loss: 0.4225 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:57 || Estimated Time: 2 days, 16:32:06
2023-08-04 17:03:28,433 semantic_segmentation INFO: Iters: 10560/150000 || Lr: 0.018728 || Task Loss: 0.2915 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:12 || Estimated Time: 2 days, 16:31:40
2023-08-04 17:03:44,351 semantic_segmentation INFO: Iters: 10570/150000 || Lr: 0.018727 || Task Loss: 0.4172 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:28 || Estimated Time: 2 days, 16:31:13
2023-08-04 17:04:00,295 semantic_segmentation INFO: Iters: 10580/150000 || Lr: 0.018726 || Task Loss: 0.3967 || KD Loss: 0.1706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:44 || Estimated Time: 2 days, 16:30:47
2023-08-04 17:04:16,230 semantic_segmentation INFO: Iters: 10590/150000 || Lr: 0.018725 || Task Loss: 0.2721 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:00 || Estimated Time: 2 days, 16:30:21
2023-08-04 17:04:32,121 semantic_segmentation INFO: Iters: 10600/150000 || Lr: 0.018724 || Task Loss: 0.2844 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:29:54
2023-08-04 17:04:48,043 semantic_segmentation INFO: Iters: 10610/150000 || Lr: 0.018722 || Task Loss: 0.3176 || KD Loss: 0.2470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:29:28
2023-08-04 17:05:03,962 semantic_segmentation INFO: Iters: 10620/150000 || Lr: 0.018721 || Task Loss: 0.4146 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:48 || Estimated Time: 2 days, 16:29:02
2023-08-04 17:05:19,865 semantic_segmentation INFO: Iters: 10630/150000 || Lr: 0.018720 || Task Loss: 0.2324 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:04 || Estimated Time: 2 days, 16:28:35
2023-08-04 17:05:35,771 semantic_segmentation INFO: Iters: 10640/150000 || Lr: 0.018719 || Task Loss: 0.2624 || KD Loss: 0.1322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:20 || Estimated Time: 2 days, 16:28:09
2023-08-04 17:05:51,710 semantic_segmentation INFO: Iters: 10650/150000 || Lr: 0.018717 || Task Loss: 0.2926 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:36 || Estimated Time: 2 days, 16:27:43
2023-08-04 17:06:07,623 semantic_segmentation INFO: Iters: 10660/150000 || Lr: 0.018716 || Task Loss: 0.3814 || KD Loss: 0.1855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:52 || Estimated Time: 2 days, 16:27:16
2023-08-04 17:06:23,524 semantic_segmentation INFO: Iters: 10670/150000 || Lr: 0.018715 || Task Loss: 0.3905 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:08 || Estimated Time: 2 days, 16:26:50
2023-08-04 17:06:39,424 semantic_segmentation INFO: Iters: 10680/150000 || Lr: 0.018714 || Task Loss: 0.2488 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:23 || Estimated Time: 2 days, 16:26:23
2023-08-04 17:06:55,333 semantic_segmentation INFO: Iters: 10690/150000 || Lr: 0.018713 || Task Loss: 0.5023 || KD Loss: 0.2133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:39 || Estimated Time: 2 days, 16:25:57
2023-08-04 17:07:11,216 semantic_segmentation INFO: Iters: 10700/150000 || Lr: 0.018711 || Task Loss: 0.2580 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:55 || Estimated Time: 2 days, 16:25:30
2023-08-04 17:07:27,095 semantic_segmentation INFO: Iters: 10710/150000 || Lr: 0.018710 || Task Loss: 0.2179 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:11 || Estimated Time: 2 days, 16:25:04
2023-08-04 17:07:42,993 semantic_segmentation INFO: Iters: 10720/150000 || Lr: 0.018709 || Task Loss: 0.3561 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:27 || Estimated Time: 2 days, 16:24:37
2023-08-04 17:07:58,903 semantic_segmentation INFO: Iters: 10730/150000 || Lr: 0.018708 || Task Loss: 0.5029 || KD Loss: 0.2313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:43 || Estimated Time: 2 days, 16:24:11
2023-08-04 17:08:14,813 semantic_segmentation INFO: Iters: 10740/150000 || Lr: 0.018707 || Task Loss: 0.4672 || KD Loss: 0.2493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:59 || Estimated Time: 2 days, 16:23:45
2023-08-04 17:08:30,703 semantic_segmentation INFO: Iters: 10750/150000 || Lr: 0.018705 || Task Loss: 0.2712 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:15 || Estimated Time: 2 days, 16:23:18
2023-08-04 17:08:46,620 semantic_segmentation INFO: Iters: 10760/150000 || Lr: 0.018704 || Task Loss: 0.4123 || KD Loss: 0.1915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:31 || Estimated Time: 2 days, 16:22:52
2023-08-04 17:09:02,537 semantic_segmentation INFO: Iters: 10770/150000 || Lr: 0.018703 || Task Loss: 0.2832 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:47 || Estimated Time: 2 days, 16:22:26
2023-08-04 17:09:18,432 semantic_segmentation INFO: Iters: 10780/150000 || Lr: 0.018702 || Task Loss: 0.5889 || KD Loss: 0.4322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:02 || Estimated Time: 2 days, 16:22:00
2023-08-04 17:09:34,319 semantic_segmentation INFO: Iters: 10790/150000 || Lr: 0.018701 || Task Loss: 0.1996 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:18 || Estimated Time: 2 days, 16:21:33
2023-08-04 17:09:50,216 semantic_segmentation INFO: Iters: 10800/150000 || Lr: 0.018699 || Task Loss: 0.2426 || KD Loss: 0.1406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:34 || Estimated Time: 2 days, 16:21:07
2023-08-04 17:10:06,105 semantic_segmentation INFO: Iters: 10810/150000 || Lr: 0.018698 || Task Loss: 0.4101 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:50 || Estimated Time: 2 days, 16:20:41
2023-08-04 17:10:22,004 semantic_segmentation INFO: Iters: 10820/150000 || Lr: 0.018697 || Task Loss: 0.4444 || KD Loss: 0.1874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:06 || Estimated Time: 2 days, 16:20:15
2023-08-04 17:10:37,887 semantic_segmentation INFO: Iters: 10830/150000 || Lr: 0.018696 || Task Loss: 0.2275 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:22 || Estimated Time: 2 days, 16:19:48
2023-08-04 17:10:53,775 semantic_segmentation INFO: Iters: 10840/150000 || Lr: 0.018694 || Task Loss: 0.6519 || KD Loss: 0.3411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:38 || Estimated Time: 2 days, 16:19:22
2023-08-04 17:11:09,684 semantic_segmentation INFO: Iters: 10850/150000 || Lr: 0.018693 || Task Loss: 0.3519 || KD Loss: 0.1520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:54 || Estimated Time: 2 days, 16:18:56
2023-08-04 17:11:25,577 semantic_segmentation INFO: Iters: 10860/150000 || Lr: 0.018692 || Task Loss: 0.4524 || KD Loss: 0.1669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:10 || Estimated Time: 2 days, 16:18:30
2023-08-04 17:11:41,484 semantic_segmentation INFO: Iters: 10870/150000 || Lr: 0.018691 || Task Loss: 0.2827 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:26 || Estimated Time: 2 days, 16:18:04
2023-08-04 17:11:57,401 semantic_segmentation INFO: Iters: 10880/150000 || Lr: 0.018690 || Task Loss: 0.2125 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:17:38
2023-08-04 17:12:13,314 semantic_segmentation INFO: Iters: 10890/150000 || Lr: 0.018688 || Task Loss: 0.3818 || KD Loss: 0.1462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:57 || Estimated Time: 2 days, 16:17:12
2023-08-04 17:12:29,220 semantic_segmentation INFO: Iters: 10900/150000 || Lr: 0.018687 || Task Loss: 0.4262 || KD Loss: 0.1712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:13 || Estimated Time: 2 days, 16:16:46
2023-08-04 17:12:45,120 semantic_segmentation INFO: Iters: 10910/150000 || Lr: 0.018686 || Task Loss: 0.5028 || KD Loss: 0.1968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:29 || Estimated Time: 2 days, 16:16:20
2023-08-04 17:13:00,998 semantic_segmentation INFO: Iters: 10920/150000 || Lr: 0.018685 || Task Loss: 0.5328 || KD Loss: 0.2103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:45 || Estimated Time: 2 days, 16:15:54
2023-08-04 17:13:16,894 semantic_segmentation INFO: Iters: 10930/150000 || Lr: 0.018684 || Task Loss: 0.5016 || KD Loss: 0.3775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:01 || Estimated Time: 2 days, 16:15:28
2023-08-04 17:13:32,785 semantic_segmentation INFO: Iters: 10940/150000 || Lr: 0.018682 || Task Loss: 0.2862 || KD Loss: 0.1350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:17 || Estimated Time: 2 days, 16:15:02
2023-08-04 17:13:48,689 semantic_segmentation INFO: Iters: 10950/150000 || Lr: 0.018681 || Task Loss: 0.3344 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:33 || Estimated Time: 2 days, 16:14:36
2023-08-04 17:14:04,568 semantic_segmentation INFO: Iters: 10960/150000 || Lr: 0.018680 || Task Loss: 0.8539 || KD Loss: 0.3141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:49 || Estimated Time: 2 days, 16:14:10
2023-08-04 17:14:20,449 semantic_segmentation INFO: Iters: 10970/150000 || Lr: 0.018679 || Task Loss: 0.5601 || KD Loss: 0.2708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:04 || Estimated Time: 2 days, 16:13:43
2023-08-04 17:14:36,324 semantic_segmentation INFO: Iters: 10980/150000 || Lr: 0.018678 || Task Loss: 0.5638 || KD Loss: 0.3248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:20 || Estimated Time: 2 days, 16:13:17
2023-08-04 17:14:52,182 semantic_segmentation INFO: Iters: 10990/150000 || Lr: 0.018676 || Task Loss: 0.3255 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:36 || Estimated Time: 2 days, 16:12:51
2023-08-04 17:15:08,051 semantic_segmentation INFO: Iters: 11000/150000 || Lr: 0.018675 || Task Loss: 0.4082 || KD Loss: 0.1828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:52 || Estimated Time: 2 days, 16:12:25
2023-08-04 17:15:23,908 semantic_segmentation INFO: Iters: 11010/150000 || Lr: 0.018674 || Task Loss: 0.3320 || KD Loss: 0.1439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:08 || Estimated Time: 2 days, 16:11:58
2023-08-04 17:15:39,787 semantic_segmentation INFO: Iters: 11020/150000 || Lr: 0.018673 || Task Loss: 0.4453 || KD Loss: 0.1653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:24 || Estimated Time: 2 days, 16:11:32
2023-08-04 17:15:55,651 semantic_segmentation INFO: Iters: 11030/150000 || Lr: 0.018672 || Task Loss: 0.5856 || KD Loss: 0.2610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:40 || Estimated Time: 2 days, 16:11:06
2023-08-04 17:16:11,515 semantic_segmentation INFO: Iters: 11040/150000 || Lr: 0.018670 || Task Loss: 0.2645 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:56 || Estimated Time: 2 days, 16:10:40
2023-08-04 17:16:27,394 semantic_segmentation INFO: Iters: 11050/150000 || Lr: 0.018669 || Task Loss: 0.8608 || KD Loss: 0.4466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:11 || Estimated Time: 2 days, 16:10:14
2023-08-04 17:16:43,284 semantic_segmentation INFO: Iters: 11060/150000 || Lr: 0.018668 || Task Loss: 0.5104 || KD Loss: 0.3752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:27 || Estimated Time: 2 days, 16:09:48
2023-08-04 17:16:59,191 semantic_segmentation INFO: Iters: 11070/150000 || Lr: 0.018667 || Task Loss: 0.7225 || KD Loss: 0.3521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:43 || Estimated Time: 2 days, 16:09:22
2023-08-04 17:17:15,094 semantic_segmentation INFO: Iters: 11080/150000 || Lr: 0.018665 || Task Loss: 0.3845 || KD Loss: 0.1537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:59 || Estimated Time: 2 days, 16:08:56
2023-08-04 17:17:30,971 semantic_segmentation INFO: Iters: 11090/150000 || Lr: 0.018664 || Task Loss: 0.4212 || KD Loss: 0.1830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:07:15 || Estimated Time: 2 days, 16:08:31
2023-08-04 17:17:46,860 semantic_segmentation INFO: Iters: 11100/150000 || Lr: 0.018663 || Task Loss: 0.2410 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:07:31 || Estimated Time: 2 days, 16:08:05
2023-08-04 17:18:02,736 semantic_segmentation INFO: Iters: 11110/150000 || Lr: 0.018662 || Task Loss: 0.2852 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:07:47 || Estimated Time: 2 days, 16:07:39
2023-08-04 17:18:18,621 semantic_segmentation INFO: Iters: 11120/150000 || Lr: 0.018661 || Task Loss: 0.2889 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:03 || Estimated Time: 2 days, 16:07:13
2023-08-04 17:18:34,510 semantic_segmentation INFO: Iters: 11130/150000 || Lr: 0.018659 || Task Loss: 0.6137 || KD Loss: 0.3107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:19 || Estimated Time: 2 days, 16:06:47
2023-08-04 17:18:50,394 semantic_segmentation INFO: Iters: 11140/150000 || Lr: 0.018658 || Task Loss: 0.5041 || KD Loss: 0.1994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:06:21
2023-08-04 17:19:06,278 semantic_segmentation INFO: Iters: 11150/150000 || Lr: 0.018657 || Task Loss: 0.4394 || KD Loss: 0.1492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:50 || Estimated Time: 2 days, 16:05:55
2023-08-04 17:19:22,160 semantic_segmentation INFO: Iters: 11160/150000 || Lr: 0.018656 || Task Loss: 0.2904 || KD Loss: 0.1176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:06 || Estimated Time: 2 days, 16:05:30
2023-08-04 17:19:38,092 semantic_segmentation INFO: Iters: 11170/150000 || Lr: 0.018655 || Task Loss: 0.4600 || KD Loss: 0.2502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:22 || Estimated Time: 2 days, 16:05:04
2023-08-04 17:19:54,012 semantic_segmentation INFO: Iters: 11180/150000 || Lr: 0.018653 || Task Loss: 0.5188 || KD Loss: 0.2783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:38 || Estimated Time: 2 days, 16:04:39
2023-08-04 17:20:09,903 semantic_segmentation INFO: Iters: 11190/150000 || Lr: 0.018652 || Task Loss: 0.3924 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:54 || Estimated Time: 2 days, 16:04:14
2023-08-04 17:20:25,798 semantic_segmentation INFO: Iters: 11200/150000 || Lr: 0.018651 || Task Loss: 0.3121 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:10:10 || Estimated Time: 2 days, 16:03:48
2023-08-04 17:20:25,871 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 17:20:26,729 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.372
2023-08-04 17:20:26,848 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.424
2023-08-04 17:20:26,966 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.432
2023-08-04 17:20:27,083 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.463
2023-08-04 17:20:27,199 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.458
2023-08-04 17:20:27,316 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.462
2023-08-04 17:20:27,435 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.466
2023-08-04 17:20:27,552 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.490
2023-08-04 17:20:27,669 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.499
2023-08-04 17:20:27,786 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.944, mIoU: 0.516
2023-08-04 17:20:27,907 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.523
2023-08-04 17:20:28,023 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.567
2023-08-04 17:20:28,142 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.938, mIoU: 0.554
2023-08-04 17:20:28,260 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.938, mIoU: 0.554
2023-08-04 17:20:28,379 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.935, mIoU: 0.549
2023-08-04 17:20:28,497 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.935, mIoU: 0.546
2023-08-04 17:20:28,615 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.547
2023-08-04 17:20:28,732 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.934, mIoU: 0.548
2023-08-04 17:20:28,850 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.934, mIoU: 0.556
2023-08-04 17:20:28,969 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.935, mIoU: 0.563
2023-08-04 17:20:29,087 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.564
2023-08-04 17:20:29,205 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.561
2023-08-04 17:20:29,325 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.562
2023-08-04 17:20:29,444 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.571
2023-08-04 17:20:29,562 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.584
2023-08-04 17:20:29,679 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.586
2023-08-04 17:20:29,797 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.580
2023-08-04 17:20:29,914 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.576
2023-08-04 17:20:30,031 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.580
2023-08-04 17:20:30,151 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.580
2023-08-04 17:20:30,267 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.579
2023-08-04 17:20:30,383 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.576
2023-08-04 17:20:30,502 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.573
2023-08-04 17:20:30,621 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.574
2023-08-04 17:20:30,739 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.575
2023-08-04 17:20:30,857 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.923, mIoU: 0.574
2023-08-04 17:20:30,977 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.572
2023-08-04 17:20:31,096 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.572
2023-08-04 17:20:31,216 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.566
2023-08-04 17:20:31,334 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.566
2023-08-04 17:20:31,452 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.563
2023-08-04 17:20:31,570 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.923, mIoU: 0.563
2023-08-04 17:20:31,691 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.562
2023-08-04 17:20:31,810 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.564
2023-08-04 17:20:31,931 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.563
2023-08-04 17:20:32,050 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.563
2023-08-04 17:20:32,171 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.564
2023-08-04 17:20:32,290 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.564
2023-08-04 17:20:32,408 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.570
2023-08-04 17:20:32,527 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.571
2023-08-04 17:20:32,644 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.571
2023-08-04 17:20:32,763 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.571
2023-08-04 17:20:32,881 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.925, mIoU: 0.570
2023-08-04 17:20:32,998 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.572
2023-08-04 17:20:33,116 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.923, mIoU: 0.569
2023-08-04 17:20:33,235 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.923, mIoU: 0.575
2023-08-04 17:20:33,352 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.575
2023-08-04 17:20:33,469 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.923, mIoU: 0.582
2023-08-04 17:20:33,587 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.924, mIoU: 0.586
2023-08-04 17:20:33,705 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.584
2023-08-04 17:20:33,822 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.588
2023-08-04 17:20:33,940 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.589
2023-08-04 17:20:34,057 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.587
2023-08-04 17:20:34,175 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.923, mIoU: 0.590
2023-08-04 17:20:34,295 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.923, mIoU: 0.593
2023-08-04 17:20:34,412 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.593
2023-08-04 17:20:34,530 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.921, mIoU: 0.590
2023-08-04 17:20:34,649 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.591
2023-08-04 17:20:34,767 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.589
2023-08-04 17:20:34,885 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.921, mIoU: 0.589
2023-08-04 17:20:35,003 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.590
2023-08-04 17:20:35,122 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.588
2023-08-04 17:20:35,240 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.586
2023-08-04 17:20:35,357 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.586
2023-08-04 17:20:35,475 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.587
2023-08-04 17:20:35,594 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.922, mIoU: 0.587
2023-08-04 17:20:35,714 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.586
2023-08-04 17:20:35,830 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.586
2023-08-04 17:20:35,948 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.586
2023-08-04 17:20:36,065 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.588
2023-08-04 17:20:36,183 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.590
2023-08-04 17:20:36,304 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.591
2023-08-04 17:20:36,422 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.591
2023-08-04 17:20:36,540 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.587
2023-08-04 17:20:36,658 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.583
2023-08-04 17:20:36,777 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.583
2023-08-04 17:20:36,894 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.583
2023-08-04 17:20:37,011 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.583
2023-08-04 17:20:37,129 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.919, mIoU: 0.583
2023-08-04 17:20:37,248 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.919, mIoU: 0.582
2023-08-04 17:20:37,365 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.582
2023-08-04 17:20:37,484 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.599
2023-08-04 17:20:37,601 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.599
2023-08-04 17:20:37,720 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.599
2023-08-04 17:20:37,837 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.600
2023-08-04 17:20:37,954 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.921, mIoU: 0.600
2023-08-04 17:20:38,074 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.599
2023-08-04 17:20:38,191 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.921, mIoU: 0.599
2023-08-04 17:20:38,307 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.599
2023-08-04 17:20:38,424 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.600
2023-08-04 17:20:38,540 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.599
2023-08-04 17:20:38,658 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.597
2023-08-04 17:20:38,774 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.598
2023-08-04 17:20:38,893 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.918, mIoU: 0.598
2023-08-04 17:20:39,011 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.918, mIoU: 0.598
2023-08-04 17:20:39,130 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.598
2023-08-04 17:20:39,248 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 17:20:39,366 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.919, mIoU: 0.600
2023-08-04 17:20:39,483 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 17:20:39,603 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 17:20:39,720 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 17:20:39,837 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 17:20:39,954 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 17:20:40,070 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.598
2023-08-04 17:20:40,188 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.919, mIoU: 0.598
2023-08-04 17:20:40,305 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.920, mIoU: 0.598
2023-08-04 17:20:40,423 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 17:20:40,542 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 17:20:40,660 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.592
2023-08-04 17:20:40,777 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.592
2023-08-04 17:20:40,894 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.592
2023-08-04 17:20:41,012 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.592
2023-08-04 17:20:41,130 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.919, mIoU: 0.592
2023-08-04 17:20:41,247 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.919, mIoU: 0.595
2023-08-04 17:20:41,367 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.594
2023-08-04 17:20:41,486 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.596
2023-08-04 17:20:41,603 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.598
2023-08-04 17:20:41,720 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.919, mIoU: 0.598
2023-08-04 17:20:41,837 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.919, mIoU: 0.597
2023-08-04 17:20:41,956 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.919, mIoU: 0.598
2023-08-04 17:20:42,074 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.596
2023-08-04 17:20:42,193 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.920, mIoU: 0.596
2023-08-04 17:20:42,311 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.595
2023-08-04 17:20:42,428 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.920, mIoU: 0.595
2023-08-04 17:20:42,546 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.920, mIoU: 0.595
2023-08-04 17:20:42,664 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.920, mIoU: 0.595
2023-08-04 17:20:42,786 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.920, mIoU: 0.595
2023-08-04 17:20:42,904 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.920, mIoU: 0.592
2023-08-04 17:20:43,020 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.920, mIoU: 0.593
2023-08-04 17:20:43,139 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.920, mIoU: 0.594
2023-08-04 17:20:43,259 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.919, mIoU: 0.594
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2023-08-04 17:21:06,220 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.919, mIoU: 0.566
2023-08-04 17:21:06,341 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 17:21:06,460 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.919, mIoU: 0.566
2023-08-04 17:21:06,578 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.919, mIoU: 0.565
2023-08-04 17:21:06,696 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.919, mIoU: 0.566
2023-08-04 17:21:06,815 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 17:21:06,934 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 17:21:07,053 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 17:21:07,171 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 17:21:07,290 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 17:21:07,407 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 17:21:07,527 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.920, mIoU: 0.566
2023-08-04 17:21:07,645 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.921, mIoU: 0.567
2023-08-04 17:21:07,763 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.921, mIoU: 0.567
2023-08-04 17:21:07,882 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.921, mIoU: 0.567
2023-08-04 17:21:08,001 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.921, mIoU: 0.567
2023-08-04 17:21:08,121 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.921, mIoU: 0.567
2023-08-04 17:21:08,242 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.921, mIoU: 0.568
2023-08-04 17:21:08,359 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.921, mIoU: 0.568
2023-08-04 17:21:08,478 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.921, mIoU: 0.568
2023-08-04 17:21:08,597 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.921, mIoU: 0.568
2023-08-04 17:21:08,715 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.921, mIoU: 0.568
2023-08-04 17:21:08,834 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.921, mIoU: 0.569
2023-08-04 17:21:08,952 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.922, mIoU: 0.569
2023-08-04 17:21:09,073 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.922, mIoU: 0.569
2023-08-04 17:21:09,191 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.922, mIoU: 0.569
2023-08-04 17:21:09,309 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.922, mIoU: 0.569
2023-08-04 17:21:09,428 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.922, mIoU: 0.569
2023-08-04 17:21:09,545 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.922, mIoU: 0.569
2023-08-04 17:21:09,662 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.922, mIoU: 0.569
2023-08-04 17:21:09,782 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.922, mIoU: 0.570
2023-08-04 17:21:09,900 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.922, mIoU: 0.569
2023-08-04 17:21:10,018 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.922, mIoU: 0.569
2023-08-04 17:21:10,136 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.922, mIoU: 0.570
2023-08-04 17:21:10,254 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:10,371 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:10,491 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.923, mIoU: 0.571
2023-08-04 17:21:10,609 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:10,728 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:10,846 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:10,965 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:11,082 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:11,199 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:11,316 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:11,433 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:11,551 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:11,669 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:11,788 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.923, mIoU: 0.570
2023-08-04 17:21:11,906 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.924, mIoU: 0.571
2023-08-04 17:21:12,025 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.924, mIoU: 0.571
2023-08-04 17:21:12,144 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.924, mIoU: 0.571
2023-08-04 17:21:12,262 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.924, mIoU: 0.571
2023-08-04 17:21:12,380 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.924, mIoU: 0.571
2023-08-04 17:21:12,498 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.924, mIoU: 0.571
2023-08-04 17:21:12,616 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.924, mIoU: 0.572
2023-08-04 17:21:12,733 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.924, mIoU: 0.573
2023-08-04 17:21:12,850 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.924, mIoU: 0.573
2023-08-04 17:21:12,968 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.924, mIoU: 0.573
2023-08-04 17:21:13,085 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.924, mIoU: 0.573
2023-08-04 17:21:13,203 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.924, mIoU: 0.573
2023-08-04 17:21:13,322 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.924, mIoU: 0.573
2023-08-04 17:21:13,440 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.924, mIoU: 0.573
2023-08-04 17:21:13,557 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.924, mIoU: 0.573
2023-08-04 17:21:13,674 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.925, mIoU: 0.573
2023-08-04 17:21:13,791 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.925, mIoU: 0.573
2023-08-04 17:21:13,910 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.925, mIoU: 0.573
2023-08-04 17:21:14,029 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.925, mIoU: 0.573
2023-08-04 17:21:14,146 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.925, mIoU: 0.573
2023-08-04 17:21:14,263 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.925, mIoU: 0.573
2023-08-04 17:21:14,384 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.925, mIoU: 0.573
2023-08-04 17:21:14,502 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.925, mIoU: 0.574
2023-08-04 17:21:14,619 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.925, mIoU: 0.574
2023-08-04 17:21:14,737 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.925, mIoU: 0.574
2023-08-04 17:21:14,856 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.926, mIoU: 0.574
2023-08-04 17:21:14,974 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 17:21:15,093 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.925, mIoU: 0.575
2023-08-04 17:21:15,212 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.925, mIoU: 0.575
2023-08-04 17:21:15,329 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 17:21:15,448 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 17:21:15,566 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 17:21:15,684 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 17:21:15,802 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 17:21:15,920 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.926, mIoU: 0.574
2023-08-04 17:21:16,038 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.926, mIoU: 0.574
2023-08-04 17:21:16,156 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.926, mIoU: 0.574
2023-08-04 17:21:16,274 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.926, mIoU: 0.574
2023-08-04 17:21:16,393 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.926, mIoU: 0.574
2023-08-04 17:21:16,512 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 17:21:16,630 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 17:21:16,747 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.926, mIoU: 0.575
2023-08-04 17:21:16,864 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:16,983 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:17,101 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:17,219 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:17,337 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:17,455 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:17,573 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:17,691 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:17,809 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:17,927 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:18,044 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:18,162 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:18,283 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:18,400 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.927, mIoU: 0.575
2023-08-04 17:21:18,519 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:18,637 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.927, mIoU: 0.574
2023-08-04 17:21:18,754 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.574
2023-08-04 17:21:18,872 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.928, mIoU: 0.574
2023-08-04 17:21:18,991 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:19,109 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:19,226 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:19,344 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:19,464 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:19,582 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:19,700 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:19,818 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:19,935 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:20,053 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:20,170 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.928, mIoU: 0.575
2023-08-04 17:21:20,288 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.928, mIoU: 0.577
2023-08-04 17:21:20,408 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.928, mIoU: 0.577
2023-08-04 17:21:20,525 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.928, mIoU: 0.577
2023-08-04 17:21:20,643 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.928, mIoU: 0.577
2023-08-04 17:21:20,760 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.928, mIoU: 0.577
2023-08-04 17:21:20,875 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.928, mIoU: 0.578
2023-08-04 17:21:20,993 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.929, mIoU: 0.579
2023-08-04 17:21:21,110 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:21,227 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:21,345 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:21,465 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.928, mIoU: 0.578
2023-08-04 17:21:21,583 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:21,701 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:21,818 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.928, mIoU: 0.578
2023-08-04 17:21:21,937 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:22,056 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:22,173 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:22,290 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:22,408 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:22,528 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:22,644 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:22,761 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:22,879 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:22,999 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:23,117 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:23,235 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:23,353 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:23,472 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:23,593 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:23,710 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:23,828 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.929, mIoU: 0.578
2023-08-04 17:21:23,944 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.929, mIoU: 0.579
2023-08-04 17:21:24,062 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.929, mIoU: 0.579
2023-08-04 17:21:24,179 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.929, mIoU: 0.579
2023-08-04 17:21:24,297 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.929, mIoU: 0.579
2023-08-04 17:21:24,415 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.929, mIoU: 0.579
2023-08-04 17:21:24,533 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.929, mIoU: 0.579
2023-08-04 17:21:24,651 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.929, mIoU: 0.579
2023-08-04 17:21:24,769 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.929, mIoU: 0.580
2023-08-04 17:21:24,886 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.929, mIoU: 0.580
2023-08-04 17:21:25,004 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.580
2023-08-04 17:21:25,121 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.580
2023-08-04 17:21:25,238 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.580
2023-08-04 17:21:25,356 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.930, mIoU: 0.580
2023-08-04 17:21:25,474 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.580
2023-08-04 17:21:25,591 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.580
2023-08-04 17:21:41,577 semantic_segmentation INFO: Iters: 11210/150000 || Lr: 0.018650 || Task Loss: 0.4113 || KD Loss: 0.2027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:26 || Estimated Time: 2 days, 16:15:44
2023-08-04 17:21:57,473 semantic_segmentation INFO: Iters: 11220/150000 || Lr: 0.018649 || Task Loss: 0.3005 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:42 || Estimated Time: 2 days, 16:15:18
2023-08-04 17:22:13,399 semantic_segmentation INFO: Iters: 11230/150000 || Lr: 0.018647 || Task Loss: 0.4076 || KD Loss: 0.1910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:57 || Estimated Time: 2 days, 16:14:52
2023-08-04 17:22:29,329 semantic_segmentation INFO: Iters: 11240/150000 || Lr: 0.018646 || Task Loss: 0.4906 || KD Loss: 0.2104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:13 || Estimated Time: 2 days, 16:14:26
2023-08-04 17:22:45,272 semantic_segmentation INFO: Iters: 11250/150000 || Lr: 0.018645 || Task Loss: 0.3430 || KD Loss: 0.1633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:29 || Estimated Time: 2 days, 16:14:01
2023-08-04 17:23:01,197 semantic_segmentation INFO: Iters: 11260/150000 || Lr: 0.018644 || Task Loss: 0.3383 || KD Loss: 0.1692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:45 || Estimated Time: 2 days, 16:13:35
2023-08-04 17:23:17,103 semantic_segmentation INFO: Iters: 11270/150000 || Lr: 0.018642 || Task Loss: 0.3474 || KD Loss: 0.1319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:01 || Estimated Time: 2 days, 16:13:09
2023-08-04 17:23:33,007 semantic_segmentation INFO: Iters: 11280/150000 || Lr: 0.018641 || Task Loss: 0.4379 || KD Loss: 0.1729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:17 || Estimated Time: 2 days, 16:12:43
2023-08-04 17:23:48,885 semantic_segmentation INFO: Iters: 11290/150000 || Lr: 0.018640 || Task Loss: 0.3562 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:33 || Estimated Time: 2 days, 16:12:16
2023-08-04 17:24:04,779 semantic_segmentation INFO: Iters: 11300/150000 || Lr: 0.018639 || Task Loss: 0.7479 || KD Loss: 0.4330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:49 || Estimated Time: 2 days, 16:11:50
2023-08-04 17:24:20,691 semantic_segmentation INFO: Iters: 11310/150000 || Lr: 0.018638 || Task Loss: 0.4910 || KD Loss: 0.3509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:05 || Estimated Time: 2 days, 16:11:24
2023-08-04 17:24:36,644 semantic_segmentation INFO: Iters: 11320/150000 || Lr: 0.018636 || Task Loss: 0.3276 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:21 || Estimated Time: 2 days, 16:10:59
2023-08-04 17:24:52,544 semantic_segmentation INFO: Iters: 11330/150000 || Lr: 0.018635 || Task Loss: 0.4258 || KD Loss: 0.2123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:37 || Estimated Time: 2 days, 16:10:33
2023-08-04 17:25:08,462 semantic_segmentation INFO: Iters: 11340/150000 || Lr: 0.018634 || Task Loss: 0.5413 || KD Loss: 0.3027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:53 || Estimated Time: 2 days, 16:10:07
2023-08-04 17:25:24,393 semantic_segmentation INFO: Iters: 11350/150000 || Lr: 0.018633 || Task Loss: 0.3407 || KD Loss: 0.1600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:08 || Estimated Time: 2 days, 16:09:42
2023-08-04 17:25:40,227 semantic_segmentation INFO: Iters: 11360/150000 || Lr: 0.018632 || Task Loss: 0.3102 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:24 || Estimated Time: 2 days, 16:09:15
2023-08-04 17:25:56,078 semantic_segmentation INFO: Iters: 11370/150000 || Lr: 0.018630 || Task Loss: 0.2778 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:40 || Estimated Time: 2 days, 16:08:49
2023-08-04 17:26:11,909 semantic_segmentation INFO: Iters: 11380/150000 || Lr: 0.018629 || Task Loss: 0.3245 || KD Loss: 0.1818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:56 || Estimated Time: 2 days, 16:08:22
2023-08-04 17:26:27,764 semantic_segmentation INFO: Iters: 11390/150000 || Lr: 0.018628 || Task Loss: 0.1969 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:12 || Estimated Time: 2 days, 16:07:55
2023-08-04 17:26:43,650 semantic_segmentation INFO: Iters: 11400/150000 || Lr: 0.018627 || Task Loss: 0.3937 || KD Loss: 0.2039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:28 || Estimated Time: 2 days, 16:07:29
2023-08-04 17:26:59,510 semantic_segmentation INFO: Iters: 11410/150000 || Lr: 0.018626 || Task Loss: 0.3501 || KD Loss: 0.1280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:44 || Estimated Time: 2 days, 16:07:03
2023-08-04 17:27:15,362 semantic_segmentation INFO: Iters: 11420/150000 || Lr: 0.018624 || Task Loss: 0.4321 || KD Loss: 0.1654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:59 || Estimated Time: 2 days, 16:06:37
2023-08-04 17:27:31,213 semantic_segmentation INFO: Iters: 11430/150000 || Lr: 0.018623 || Task Loss: 0.4411 || KD Loss: 0.1743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:15 || Estimated Time: 2 days, 16:06:10
2023-08-04 17:27:47,062 semantic_segmentation INFO: Iters: 11440/150000 || Lr: 0.018622 || Task Loss: 0.3932 || KD Loss: 0.2155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:31 || Estimated Time: 2 days, 16:05:44
2023-08-04 17:28:02,914 semantic_segmentation INFO: Iters: 11450/150000 || Lr: 0.018621 || Task Loss: 0.5017 || KD Loss: 0.2110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:47 || Estimated Time: 2 days, 16:05:18
2023-08-04 17:28:18,739 semantic_segmentation INFO: Iters: 11460/150000 || Lr: 0.018620 || Task Loss: 0.4044 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:03 || Estimated Time: 2 days, 16:04:51
2023-08-04 17:28:34,587 semantic_segmentation INFO: Iters: 11470/150000 || Lr: 0.018618 || Task Loss: 0.2063 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:19 || Estimated Time: 2 days, 16:04:25
2023-08-04 17:28:50,426 semantic_segmentation INFO: Iters: 11480/150000 || Lr: 0.018617 || Task Loss: 0.4557 || KD Loss: 0.2040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:34 || Estimated Time: 2 days, 16:03:58
2023-08-04 17:29:06,254 semantic_segmentation INFO: Iters: 11490/150000 || Lr: 0.018616 || Task Loss: 0.5989 || KD Loss: 0.2469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:50 || Estimated Time: 2 days, 16:03:32
2023-08-04 17:29:22,122 semantic_segmentation INFO: Iters: 11500/150000 || Lr: 0.018615 || Task Loss: 0.2295 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:06 || Estimated Time: 2 days, 16:03:05
2023-08-04 17:29:37,988 semantic_segmentation INFO: Iters: 11510/150000 || Lr: 0.018613 || Task Loss: 0.3127 || KD Loss: 0.1700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:22 || Estimated Time: 2 days, 16:02:39
2023-08-04 17:29:53,833 semantic_segmentation INFO: Iters: 11520/150000 || Lr: 0.018612 || Task Loss: 0.3624 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:38 || Estimated Time: 2 days, 16:02:13
2023-08-04 17:30:09,680 semantic_segmentation INFO: Iters: 11530/150000 || Lr: 0.018611 || Task Loss: 0.3788 || KD Loss: 0.1872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:54 || Estimated Time: 2 days, 16:01:47
2023-08-04 17:30:25,535 semantic_segmentation INFO: Iters: 11540/150000 || Lr: 0.018610 || Task Loss: 0.5468 || KD Loss: 0.3335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 16:01:21
2023-08-04 17:30:41,361 semantic_segmentation INFO: Iters: 11550/150000 || Lr: 0.018609 || Task Loss: 0.4451 || KD Loss: 0.1918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:25 || Estimated Time: 2 days, 16:00:54
2023-08-04 17:30:57,198 semantic_segmentation INFO: Iters: 11560/150000 || Lr: 0.018607 || Task Loss: 0.6440 || KD Loss: 0.3436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:41 || Estimated Time: 2 days, 16:00:28
2023-08-04 17:31:13,052 semantic_segmentation INFO: Iters: 11570/150000 || Lr: 0.018606 || Task Loss: 0.6968 || KD Loss: 0.3060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:57 || Estimated Time: 2 days, 16:00:02
2023-08-04 17:31:28,901 semantic_segmentation INFO: Iters: 11580/150000 || Lr: 0.018605 || Task Loss: 0.3023 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:21:13 || Estimated Time: 2 days, 15:59:36
2023-08-04 17:31:44,765 semantic_segmentation INFO: Iters: 11590/150000 || Lr: 0.018604 || Task Loss: 0.5228 || KD Loss: 0.1952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:21:29 || Estimated Time: 2 days, 15:59:10
2023-08-04 17:32:00,646 semantic_segmentation INFO: Iters: 11600/150000 || Lr: 0.018603 || Task Loss: 0.4439 || KD Loss: 0.1824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:21:45 || Estimated Time: 2 days, 15:58:44
2023-08-04 17:32:16,494 semantic_segmentation INFO: Iters: 11610/150000 || Lr: 0.018601 || Task Loss: 0.3615 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:01 || Estimated Time: 2 days, 15:58:18
2023-08-04 17:32:32,340 semantic_segmentation INFO: Iters: 11620/150000 || Lr: 0.018600 || Task Loss: 0.4210 || KD Loss: 0.2231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:16 || Estimated Time: 2 days, 15:57:52
2023-08-04 17:32:48,193 semantic_segmentation INFO: Iters: 11630/150000 || Lr: 0.018599 || Task Loss: 0.3353 || KD Loss: 0.1459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:32 || Estimated Time: 2 days, 15:57:26
2023-08-04 17:33:04,043 semantic_segmentation INFO: Iters: 11640/150000 || Lr: 0.018598 || Task Loss: 0.2882 || KD Loss: 0.1237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:48 || Estimated Time: 2 days, 15:57:00
2023-08-04 17:33:19,912 semantic_segmentation INFO: Iters: 11650/150000 || Lr: 0.018597 || Task Loss: 0.1999 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:04 || Estimated Time: 2 days, 15:56:34
2023-08-04 17:33:35,746 semantic_segmentation INFO: Iters: 11660/150000 || Lr: 0.018595 || Task Loss: 0.3098 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:20 || Estimated Time: 2 days, 15:56:08
2023-08-04 17:33:51,590 semantic_segmentation INFO: Iters: 11670/150000 || Lr: 0.018594 || Task Loss: 0.5254 || KD Loss: 0.3481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:36 || Estimated Time: 2 days, 15:55:42
2023-08-04 17:34:07,434 semantic_segmentation INFO: Iters: 11680/150000 || Lr: 0.018593 || Task Loss: 0.2540 || KD Loss: 0.1215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:51 || Estimated Time: 2 days, 15:55:16
2023-08-04 17:34:23,248 semantic_segmentation INFO: Iters: 11690/150000 || Lr: 0.018592 || Task Loss: 0.3172 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:07 || Estimated Time: 2 days, 15:54:49
2023-08-04 17:34:39,063 semantic_segmentation INFO: Iters: 11700/150000 || Lr: 0.018590 || Task Loss: 0.2340 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:23 || Estimated Time: 2 days, 15:54:23
2023-08-04 17:34:54,891 semantic_segmentation INFO: Iters: 11710/150000 || Lr: 0.018589 || Task Loss: 0.3050 || KD Loss: 0.1617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:39 || Estimated Time: 2 days, 15:53:57
2023-08-04 17:35:10,727 semantic_segmentation INFO: Iters: 11720/150000 || Lr: 0.018588 || Task Loss: 0.6234 || KD Loss: 0.3082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:55 || Estimated Time: 2 days, 15:53:31
2023-08-04 17:35:26,560 semantic_segmentation INFO: Iters: 11730/150000 || Lr: 0.018587 || Task Loss: 0.2795 || KD Loss: 0.1148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:11 || Estimated Time: 2 days, 15:53:05
2023-08-04 17:35:42,398 semantic_segmentation INFO: Iters: 11740/150000 || Lr: 0.018586 || Task Loss: 0.2310 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:26 || Estimated Time: 2 days, 15:52:39
2023-08-04 17:35:58,240 semantic_segmentation INFO: Iters: 11750/150000 || Lr: 0.018584 || Task Loss: 0.4164 || KD Loss: 0.1939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:42 || Estimated Time: 2 days, 15:52:13
2023-08-04 17:36:14,087 semantic_segmentation INFO: Iters: 11760/150000 || Lr: 0.018583 || Task Loss: 0.2294 || KD Loss: 0.3070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:58 || Estimated Time: 2 days, 15:51:47
2023-08-04 17:36:29,941 semantic_segmentation INFO: Iters: 11770/150000 || Lr: 0.018582 || Task Loss: 0.2717 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:26:14 || Estimated Time: 2 days, 15:51:21
2023-08-04 17:36:45,797 semantic_segmentation INFO: Iters: 11780/150000 || Lr: 0.018581 || Task Loss: 0.4039 || KD Loss: 0.2018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:26:30 || Estimated Time: 2 days, 15:50:55
2023-08-04 17:37:01,643 semantic_segmentation INFO: Iters: 11790/150000 || Lr: 0.018580 || Task Loss: 0.2686 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:26:46 || Estimated Time: 2 days, 15:50:30
2023-08-04 17:37:17,494 semantic_segmentation INFO: Iters: 11800/150000 || Lr: 0.018578 || Task Loss: 0.3389 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:27:02 || Estimated Time: 2 days, 15:50:04
2023-08-04 17:37:33,334 semantic_segmentation INFO: Iters: 11810/150000 || Lr: 0.018577 || Task Loss: 0.2323 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:49:38
2023-08-04 17:37:49,171 semantic_segmentation INFO: Iters: 11820/150000 || Lr: 0.018576 || Task Loss: 0.3352 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:49:12
2023-08-04 17:38:05,011 semantic_segmentation INFO: Iters: 11830/150000 || Lr: 0.018575 || Task Loss: 0.2731 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:27:49 || Estimated Time: 2 days, 15:48:46
2023-08-04 17:38:20,845 semantic_segmentation INFO: Iters: 11840/150000 || Lr: 0.018574 || Task Loss: 0.2026 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:05 || Estimated Time: 2 days, 15:48:20
2023-08-04 17:38:36,668 semantic_segmentation INFO: Iters: 11850/150000 || Lr: 0.018572 || Task Loss: 0.4892 || KD Loss: 0.1633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:21 || Estimated Time: 2 days, 15:47:54
2023-08-04 17:38:52,489 semantic_segmentation INFO: Iters: 11860/150000 || Lr: 0.018571 || Task Loss: 0.3598 || KD Loss: 0.1858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:37 || Estimated Time: 2 days, 15:47:28
2023-08-04 17:39:08,316 semantic_segmentation INFO: Iters: 11870/150000 || Lr: 0.018570 || Task Loss: 0.1824 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:52 || Estimated Time: 2 days, 15:47:03
2023-08-04 17:39:24,141 semantic_segmentation INFO: Iters: 11880/150000 || Lr: 0.018569 || Task Loss: 0.3507 || KD Loss: 0.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:29:08 || Estimated Time: 2 days, 15:46:37
2023-08-04 17:39:39,962 semantic_segmentation INFO: Iters: 11890/150000 || Lr: 0.018567 || Task Loss: 0.4045 || KD Loss: 0.1578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:29:24 || Estimated Time: 2 days, 15:46:11
2023-08-04 17:39:55,772 semantic_segmentation INFO: Iters: 11900/150000 || Lr: 0.018566 || Task Loss: 0.3511 || KD Loss: 0.2328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:29:40 || Estimated Time: 2 days, 15:45:45
2023-08-04 17:40:11,616 semantic_segmentation INFO: Iters: 11910/150000 || Lr: 0.018565 || Task Loss: 0.2848 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:29:56 || Estimated Time: 2 days, 15:45:19
2023-08-04 17:40:27,460 semantic_segmentation INFO: Iters: 11920/150000 || Lr: 0.018564 || Task Loss: 0.3564 || KD Loss: 0.1854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:11 || Estimated Time: 2 days, 15:44:53
2023-08-04 17:40:43,321 semantic_segmentation INFO: Iters: 11930/150000 || Lr: 0.018563 || Task Loss: 0.3795 || KD Loss: 0.1817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:27 || Estimated Time: 2 days, 15:44:28
2023-08-04 17:40:59,164 semantic_segmentation INFO: Iters: 11940/150000 || Lr: 0.018561 || Task Loss: 0.2680 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:43 || Estimated Time: 2 days, 15:44:02
2023-08-04 17:41:15,029 semantic_segmentation INFO: Iters: 11950/150000 || Lr: 0.018560 || Task Loss: 0.2861 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:59 || Estimated Time: 2 days, 15:43:37
2023-08-04 17:41:30,897 semantic_segmentation INFO: Iters: 11960/150000 || Lr: 0.018559 || Task Loss: 0.5440 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:31:15 || Estimated Time: 2 days, 15:43:12
2023-08-04 17:41:46,782 semantic_segmentation INFO: Iters: 11970/150000 || Lr: 0.018558 || Task Loss: 0.2572 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:31:31 || Estimated Time: 2 days, 15:42:47
2023-08-04 17:42:02,665 semantic_segmentation INFO: Iters: 11980/150000 || Lr: 0.018557 || Task Loss: 0.4324 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:31:47 || Estimated Time: 2 days, 15:42:22
2023-08-04 17:42:18,557 semantic_segmentation INFO: Iters: 11990/150000 || Lr: 0.018555 || Task Loss: 0.2644 || KD Loss: 0.2019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:32:03 || Estimated Time: 2 days, 15:41:57
2023-08-04 17:42:34,444 semantic_segmentation INFO: Iters: 12000/150000 || Lr: 0.018554 || Task Loss: 0.3334 || KD Loss: 0.1638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:32:18 || Estimated Time: 2 days, 15:41:32
2023-08-04 17:42:34,522 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 17:42:35,371 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.927, mIoU: 0.359
2023-08-04 17:42:35,491 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.948, mIoU: 0.447
2023-08-04 17:42:35,609 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.465
2023-08-04 17:42:35,726 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.504
2023-08-04 17:42:35,843 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.495
2023-08-04 17:42:35,960 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.492
2023-08-04 17:42:36,078 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.497
2023-08-04 17:42:36,195 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.505
2023-08-04 17:42:36,316 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.526
2023-08-04 17:42:36,436 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.536
2023-08-04 17:42:36,555 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.545
2023-08-04 17:42:36,671 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.579
2023-08-04 17:42:36,791 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.574
2023-08-04 17:42:36,909 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.938, mIoU: 0.564
2023-08-04 17:42:37,028 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.572
2023-08-04 17:42:37,146 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.935, mIoU: 0.570
2023-08-04 17:42:37,265 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.569
2023-08-04 17:42:37,383 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.573
2023-08-04 17:42:37,501 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.578
2023-08-04 17:42:37,619 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.583
2023-08-04 17:42:37,736 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.585
2023-08-04 17:42:37,855 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.598
2023-08-04 17:42:37,976 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.601
2023-08-04 17:42:38,093 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.606
2023-08-04 17:42:38,211 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 17:42:38,328 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 17:42:38,447 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.615
2023-08-04 17:42:38,566 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.612
2023-08-04 17:42:38,686 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.616
2023-08-04 17:42:38,802 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.602
2023-08-04 17:42:38,919 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.600
2023-08-04 17:42:39,036 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.602
2023-08-04 17:42:39,154 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-04 17:42:39,271 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-04 17:42:39,388 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.602
2023-08-04 17:42:39,508 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.601
2023-08-04 17:42:39,626 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 17:42:39,744 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 17:42:39,860 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.595
2023-08-04 17:42:39,979 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.596
2023-08-04 17:42:40,099 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.598
2023-08-04 17:42:40,217 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 17:42:40,338 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.597
2023-08-04 17:42:40,457 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 17:42:40,577 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.597
2023-08-04 17:42:40,696 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.597
2023-08-04 17:42:40,817 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.598
2023-08-04 17:42:40,936 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.597
2023-08-04 17:42:41,054 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.604
2023-08-04 17:42:41,172 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.606
2023-08-04 17:42:41,290 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.606
2023-08-04 17:42:41,408 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.606
2023-08-04 17:42:41,526 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.605
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2023-08-04 17:42:41,762 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.605
2023-08-04 17:42:41,881 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.610
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2023-08-04 17:42:42,115 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.616
2023-08-04 17:42:42,232 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 17:42:42,348 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.619
2023-08-04 17:42:42,466 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.622
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2023-08-04 17:42:42,703 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 17:42:42,820 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.627
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2023-08-04 17:42:43,057 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.626
2023-08-04 17:42:43,174 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.625
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2023-08-04 17:42:44,002 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.930, mIoU: 0.621
2023-08-04 17:42:44,120 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.930, mIoU: 0.623
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2023-08-04 17:42:45,065 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.624
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2023-08-04 17:42:49,672 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.628
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2023-08-04 17:42:53,104 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.630
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2023-08-04 17:43:27,595 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:27,713 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:27,831 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:27,949 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:28,068 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:28,186 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-04 17:43:28,304 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:28,421 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:28,540 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:28,658 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:28,778 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-04 17:43:28,895 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-04 17:43:29,013 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:29,131 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:29,248 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-04 17:43:29,366 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:29,485 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:29,602 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:29,719 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:29,836 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-04 17:43:29,955 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-04 17:43:30,074 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-04 17:43:30,195 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-04 17:43:30,312 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:30,431 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:30,548 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:30,667 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:30,785 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:30,903 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:31,020 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 17:43:31,138 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:31,256 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:31,371 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:31,489 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:31,609 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:31,728 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:31,846 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:31,964 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:32,082 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:32,203 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:32,321 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:32,439 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:32,557 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:32,676 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 17:43:32,793 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-04 17:43:32,910 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-04 17:43:33,028 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-04 17:43:33,147 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-04 17:43:33,265 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-04 17:43:33,383 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-04 17:43:33,500 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.631
2023-08-04 17:43:33,618 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-04 17:43:33,737 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.631
2023-08-04 17:43:33,855 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.631
2023-08-04 17:43:33,972 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.631
2023-08-04 17:43:34,091 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.631
2023-08-04 17:43:34,208 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.631
2023-08-04 17:43:34,325 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.631
2023-08-04 17:43:50,532 semantic_segmentation INFO: Iters: 12010/150000 || Lr: 0.018553 || Task Loss: 0.1914 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:33:35 || Estimated Time: 2 days, 15:52:38
2023-08-04 17:44:06,385 semantic_segmentation INFO: Iters: 12020/150000 || Lr: 0.018552 || Task Loss: 0.2407 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:33:50 || Estimated Time: 2 days, 15:52:12
2023-08-04 17:44:22,267 semantic_segmentation INFO: Iters: 12030/150000 || Lr: 0.018551 || Task Loss: 0.3755 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:06 || Estimated Time: 2 days, 15:51:47
2023-08-04 17:44:38,176 semantic_segmentation INFO: Iters: 12040/150000 || Lr: 0.018549 || Task Loss: 0.4941 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:22 || Estimated Time: 2 days, 15:51:21
2023-08-04 17:44:54,070 semantic_segmentation INFO: Iters: 12050/150000 || Lr: 0.018548 || Task Loss: 0.3373 || KD Loss: 0.1643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:38 || Estimated Time: 2 days, 15:50:56
2023-08-04 17:45:09,943 semantic_segmentation INFO: Iters: 12060/150000 || Lr: 0.018547 || Task Loss: 0.3907 || KD Loss: 0.1817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:54 || Estimated Time: 2 days, 15:50:30
2023-08-04 17:45:25,822 semantic_segmentation INFO: Iters: 12070/150000 || Lr: 0.018546 || Task Loss: 0.1941 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:10 || Estimated Time: 2 days, 15:50:05
2023-08-04 17:45:41,708 semantic_segmentation INFO: Iters: 12080/150000 || Lr: 0.018545 || Task Loss: 0.3186 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:26 || Estimated Time: 2 days, 15:49:39
2023-08-04 17:45:57,604 semantic_segmentation INFO: Iters: 12090/150000 || Lr: 0.018543 || Task Loss: 0.4338 || KD Loss: 0.2055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:42 || Estimated Time: 2 days, 15:49:14
2023-08-04 17:46:13,480 semantic_segmentation INFO: Iters: 12100/150000 || Lr: 0.018542 || Task Loss: 0.3003 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:58 || Estimated Time: 2 days, 15:48:48
2023-08-04 17:46:29,341 semantic_segmentation INFO: Iters: 12110/150000 || Lr: 0.018541 || Task Loss: 0.2961 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:36:13 || Estimated Time: 2 days, 15:48:22
2023-08-04 17:46:45,201 semantic_segmentation INFO: Iters: 12120/150000 || Lr: 0.018540 || Task Loss: 0.2796 || KD Loss: 0.1461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:36:29 || Estimated Time: 2 days, 15:47:57
2023-08-04 17:47:01,073 semantic_segmentation INFO: Iters: 12130/150000 || Lr: 0.018538 || Task Loss: 0.3462 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:36:45 || Estimated Time: 2 days, 15:47:31
2023-08-04 17:47:16,938 semantic_segmentation INFO: Iters: 12140/150000 || Lr: 0.018537 || Task Loss: 0.2121 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:01 || Estimated Time: 2 days, 15:47:05
2023-08-04 17:47:32,811 semantic_segmentation INFO: Iters: 12150/150000 || Lr: 0.018536 || Task Loss: 0.3031 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:17 || Estimated Time: 2 days, 15:46:40
2023-08-04 17:47:48,676 semantic_segmentation INFO: Iters: 12160/150000 || Lr: 0.018535 || Task Loss: 0.3971 || KD Loss: 0.1495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:33 || Estimated Time: 2 days, 15:46:14
2023-08-04 17:48:04,544 semantic_segmentation INFO: Iters: 12170/150000 || Lr: 0.018534 || Task Loss: 0.2126 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:45:49
2023-08-04 17:48:20,409 semantic_segmentation INFO: Iters: 12180/150000 || Lr: 0.018532 || Task Loss: 0.2737 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:04 || Estimated Time: 2 days, 15:45:23
2023-08-04 17:48:36,268 semantic_segmentation INFO: Iters: 12190/150000 || Lr: 0.018531 || Task Loss: 0.4182 || KD Loss: 0.2239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:20 || Estimated Time: 2 days, 15:44:57
2023-08-04 17:48:52,105 semantic_segmentation INFO: Iters: 12200/150000 || Lr: 0.018530 || Task Loss: 0.4786 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:36 || Estimated Time: 2 days, 15:44:32
2023-08-04 17:49:07,970 semantic_segmentation INFO: Iters: 12210/150000 || Lr: 0.018529 || Task Loss: 0.1872 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:52 || Estimated Time: 2 days, 15:44:06
2023-08-04 17:49:23,810 semantic_segmentation INFO: Iters: 12220/150000 || Lr: 0.018528 || Task Loss: 0.3906 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:08 || Estimated Time: 2 days, 15:43:40
2023-08-04 17:49:39,653 semantic_segmentation INFO: Iters: 12230/150000 || Lr: 0.018526 || Task Loss: 0.3190 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:24 || Estimated Time: 2 days, 15:43:15
2023-08-04 17:49:55,502 semantic_segmentation INFO: Iters: 12240/150000 || Lr: 0.018525 || Task Loss: 0.4741 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:40 || Estimated Time: 2 days, 15:42:49
2023-08-04 17:50:11,358 semantic_segmentation INFO: Iters: 12250/150000 || Lr: 0.018524 || Task Loss: 0.3346 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:55 || Estimated Time: 2 days, 15:42:23
2023-08-04 17:50:27,232 semantic_segmentation INFO: Iters: 12260/150000 || Lr: 0.018523 || Task Loss: 0.3516 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:11 || Estimated Time: 2 days, 15:41:58
2023-08-04 17:50:43,080 semantic_segmentation INFO: Iters: 12270/150000 || Lr: 0.018522 || Task Loss: 0.3006 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:27 || Estimated Time: 2 days, 15:41:32
2023-08-04 17:50:58,929 semantic_segmentation INFO: Iters: 12280/150000 || Lr: 0.018520 || Task Loss: 0.2965 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:43 || Estimated Time: 2 days, 15:41:07
2023-08-04 17:51:14,782 semantic_segmentation INFO: Iters: 12290/150000 || Lr: 0.018519 || Task Loss: 0.2874 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:59 || Estimated Time: 2 days, 15:40:41
2023-08-04 17:51:30,630 semantic_segmentation INFO: Iters: 12300/150000 || Lr: 0.018518 || Task Loss: 0.2560 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:15 || Estimated Time: 2 days, 15:40:16
2023-08-04 17:51:46,486 semantic_segmentation INFO: Iters: 12310/150000 || Lr: 0.018517 || Task Loss: 0.2784 || KD Loss: 0.1132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:31 || Estimated Time: 2 days, 15:39:50
2023-08-04 17:52:02,346 semantic_segmentation INFO: Iters: 12320/150000 || Lr: 0.018515 || Task Loss: 0.2904 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:46 || Estimated Time: 2 days, 15:39:25
2023-08-04 17:52:18,190 semantic_segmentation INFO: Iters: 12330/150000 || Lr: 0.018514 || Task Loss: 0.3165 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:02 || Estimated Time: 2 days, 15:38:59
2023-08-04 17:52:34,031 semantic_segmentation INFO: Iters: 12340/150000 || Lr: 0.018513 || Task Loss: 0.5936 || KD Loss: 0.3477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:18 || Estimated Time: 2 days, 15:38:33
2023-08-04 17:52:49,879 semantic_segmentation INFO: Iters: 12350/150000 || Lr: 0.018512 || Task Loss: 0.3498 || KD Loss: 0.1311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:34 || Estimated Time: 2 days, 15:38:08
2023-08-04 17:53:05,735 semantic_segmentation INFO: Iters: 12360/150000 || Lr: 0.018511 || Task Loss: 0.3989 || KD Loss: 0.1841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:50 || Estimated Time: 2 days, 15:37:43
2023-08-04 17:53:21,566 semantic_segmentation INFO: Iters: 12370/150000 || Lr: 0.018509 || Task Loss: 0.1587 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:06 || Estimated Time: 2 days, 15:37:17
2023-08-04 17:53:37,405 semantic_segmentation INFO: Iters: 12380/150000 || Lr: 0.018508 || Task Loss: 0.2334 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:21 || Estimated Time: 2 days, 15:36:51
2023-08-04 17:53:53,275 semantic_segmentation INFO: Iters: 12390/150000 || Lr: 0.018507 || Task Loss: 0.2832 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:37 || Estimated Time: 2 days, 15:36:26
2023-08-04 17:54:09,118 semantic_segmentation INFO: Iters: 12400/150000 || Lr: 0.018506 || Task Loss: 0.3396 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:53 || Estimated Time: 2 days, 15:36:01
2023-08-04 17:54:24,965 semantic_segmentation INFO: Iters: 12410/150000 || Lr: 0.018505 || Task Loss: 0.3377 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:09 || Estimated Time: 2 days, 15:35:35
2023-08-04 17:54:40,791 semantic_segmentation INFO: Iters: 12420/150000 || Lr: 0.018503 || Task Loss: 0.3519 || KD Loss: 0.1546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:35:10
2023-08-04 17:54:56,639 semantic_segmentation INFO: Iters: 12430/150000 || Lr: 0.018502 || Task Loss: 0.3856 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:34:44
2023-08-04 17:55:12,482 semantic_segmentation INFO: Iters: 12440/150000 || Lr: 0.018501 || Task Loss: 0.2509 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:57 || Estimated Time: 2 days, 15:34:19
2023-08-04 17:55:28,315 semantic_segmentation INFO: Iters: 12450/150000 || Lr: 0.018500 || Task Loss: 0.6486 || KD Loss: 0.2747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:12 || Estimated Time: 2 days, 15:33:53
2023-08-04 17:55:44,164 semantic_segmentation INFO: Iters: 12460/150000 || Lr: 0.018499 || Task Loss: 0.5164 || KD Loss: 0.2429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:28 || Estimated Time: 2 days, 15:33:28
2023-08-04 17:55:59,999 semantic_segmentation INFO: Iters: 12470/150000 || Lr: 0.018497 || Task Loss: 0.7137 || KD Loss: 0.2904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0865|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:44 || Estimated Time: 2 days, 15:33:02
2023-08-04 17:56:15,836 semantic_segmentation INFO: Iters: 12480/150000 || Lr: 0.018496 || Task Loss: 0.5226 || KD Loss: 0.2430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:00 || Estimated Time: 2 days, 15:32:37
2023-08-04 17:56:31,663 semantic_segmentation INFO: Iters: 12490/150000 || Lr: 0.018495 || Task Loss: 0.2959 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:16 || Estimated Time: 2 days, 15:32:11
2023-08-04 17:56:47,500 semantic_segmentation INFO: Iters: 12500/150000 || Lr: 0.018494 || Task Loss: 0.3866 || KD Loss: 0.1913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:32 || Estimated Time: 2 days, 15:31:46
2023-08-04 17:57:03,335 semantic_segmentation INFO: Iters: 12510/150000 || Lr: 0.018492 || Task Loss: 0.6386 || KD Loss: 0.3075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:47 || Estimated Time: 2 days, 15:31:21
2023-08-04 17:57:19,171 semantic_segmentation INFO: Iters: 12520/150000 || Lr: 0.018491 || Task Loss: 0.2998 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:03 || Estimated Time: 2 days, 15:30:55
2023-08-04 17:57:35,008 semantic_segmentation INFO: Iters: 12530/150000 || Lr: 0.018490 || Task Loss: 0.3241 || KD Loss: 0.1812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:19 || Estimated Time: 2 days, 15:30:30
2023-08-04 17:57:50,830 semantic_segmentation INFO: Iters: 12540/150000 || Lr: 0.018489 || Task Loss: 0.2974 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:35 || Estimated Time: 2 days, 15:30:04
2023-08-04 17:58:06,666 semantic_segmentation INFO: Iters: 12550/150000 || Lr: 0.018488 || Task Loss: 0.2329 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:51 || Estimated Time: 2 days, 15:29:39
2023-08-04 17:58:22,522 semantic_segmentation INFO: Iters: 12560/150000 || Lr: 0.018486 || Task Loss: 0.5579 || KD Loss: 0.3302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:07 || Estimated Time: 2 days, 15:29:14
2023-08-04 17:58:38,362 semantic_segmentation INFO: Iters: 12570/150000 || Lr: 0.018485 || Task Loss: 0.7446 || KD Loss: 0.4067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:22 || Estimated Time: 2 days, 15:28:49
2023-08-04 17:58:54,199 semantic_segmentation INFO: Iters: 12580/150000 || Lr: 0.018484 || Task Loss: 0.1959 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:38 || Estimated Time: 2 days, 15:28:23
2023-08-04 17:59:10,037 semantic_segmentation INFO: Iters: 12590/150000 || Lr: 0.018483 || Task Loss: 0.2578 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:54 || Estimated Time: 2 days, 15:27:58
2023-08-04 17:59:25,875 semantic_segmentation INFO: Iters: 12600/150000 || Lr: 0.018482 || Task Loss: 0.2634 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:10 || Estimated Time: 2 days, 15:27:33
2023-08-04 17:59:41,721 semantic_segmentation INFO: Iters: 12610/150000 || Lr: 0.018480 || Task Loss: 0.2538 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:26 || Estimated Time: 2 days, 15:27:08
2023-08-04 17:59:57,566 semantic_segmentation INFO: Iters: 12620/150000 || Lr: 0.018479 || Task Loss: 0.2763 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:42 || Estimated Time: 2 days, 15:26:43
2023-08-04 18:00:13,428 semantic_segmentation INFO: Iters: 12630/150000 || Lr: 0.018478 || Task Loss: 0.2513 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:57 || Estimated Time: 2 days, 15:26:18
2023-08-04 18:00:29,283 semantic_segmentation INFO: Iters: 12640/150000 || Lr: 0.018477 || Task Loss: 0.4200 || KD Loss: 0.1846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:50:13 || Estimated Time: 2 days, 15:25:53
2023-08-04 18:00:45,120 semantic_segmentation INFO: Iters: 12650/150000 || Lr: 0.018476 || Task Loss: 0.2709 || KD Loss: 0.3877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:50:29 || Estimated Time: 2 days, 15:25:28
2023-08-04 18:01:00,982 semantic_segmentation INFO: Iters: 12660/150000 || Lr: 0.018474 || Task Loss: 0.3807 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:50:45 || Estimated Time: 2 days, 15:25:03
2023-08-04 18:01:16,823 semantic_segmentation INFO: Iters: 12670/150000 || Lr: 0.018473 || Task Loss: 0.4704 || KD Loss: 0.2529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:01 || Estimated Time: 2 days, 15:24:38
2023-08-04 18:01:32,678 semantic_segmentation INFO: Iters: 12680/150000 || Lr: 0.018472 || Task Loss: 0.5621 || KD Loss: 0.2678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:24:13
2023-08-04 18:01:48,542 semantic_segmentation INFO: Iters: 12690/150000 || Lr: 0.018471 || Task Loss: 0.5761 || KD Loss: 0.2404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:23:48
2023-08-04 18:02:04,397 semantic_segmentation INFO: Iters: 12700/150000 || Lr: 0.018469 || Task Loss: 0.2519 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:48 || Estimated Time: 2 days, 15:23:23
2023-08-04 18:02:20,252 semantic_segmentation INFO: Iters: 12710/150000 || Lr: 0.018468 || Task Loss: 0.1911 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:04 || Estimated Time: 2 days, 15:22:58
2023-08-04 18:02:36,100 semantic_segmentation INFO: Iters: 12720/150000 || Lr: 0.018467 || Task Loss: 0.8632 || KD Loss: 0.4541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:20 || Estimated Time: 2 days, 15:22:33
2023-08-04 18:02:51,917 semantic_segmentation INFO: Iters: 12730/150000 || Lr: 0.018466 || Task Loss: 0.4415 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:36 || Estimated Time: 2 days, 15:22:08
2023-08-04 18:03:07,758 semantic_segmentation INFO: Iters: 12740/150000 || Lr: 0.018465 || Task Loss: 0.4087 || KD Loss: 0.1380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:52 || Estimated Time: 2 days, 15:21:43
2023-08-04 18:03:23,605 semantic_segmentation INFO: Iters: 12750/150000 || Lr: 0.018463 || Task Loss: 0.3197 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:08 || Estimated Time: 2 days, 15:21:18
2023-08-04 18:03:39,453 semantic_segmentation INFO: Iters: 12760/150000 || Lr: 0.018462 || Task Loss: 0.1783 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:23 || Estimated Time: 2 days, 15:20:53
2023-08-04 18:03:55,312 semantic_segmentation INFO: Iters: 12770/150000 || Lr: 0.018461 || Task Loss: 0.4469 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:39 || Estimated Time: 2 days, 15:20:28
2023-08-04 18:04:11,166 semantic_segmentation INFO: Iters: 12780/150000 || Lr: 0.018460 || Task Loss: 0.4840 || KD Loss: 0.2547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:55 || Estimated Time: 2 days, 15:20:03
2023-08-04 18:04:27,020 semantic_segmentation INFO: Iters: 12790/150000 || Lr: 0.018459 || Task Loss: 0.3951 || KD Loss: 0.1695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:11 || Estimated Time: 2 days, 15:19:39
2023-08-04 18:04:42,867 semantic_segmentation INFO: Iters: 12800/150000 || Lr: 0.018457 || Task Loss: 0.4891 || KD Loss: 0.2120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:27 || Estimated Time: 2 days, 15:19:14
2023-08-04 18:04:42,945 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 18:04:43,793 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.387
2023-08-04 18:04:43,913 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.447
2023-08-04 18:04:44,034 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.453
2023-08-04 18:04:44,152 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.472
2023-08-04 18:04:44,269 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.468
2023-08-04 18:04:44,386 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.474
2023-08-04 18:04:44,506 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.514
2023-08-04 18:04:44,623 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.550
2023-08-04 18:04:44,741 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.571
2023-08-04 18:04:44,859 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.599
2023-08-04 18:04:44,977 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.613
2023-08-04 18:04:45,095 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.641
2023-08-04 18:04:45,214 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.630
2023-08-04 18:04:45,335 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.621
2023-08-04 18:04:45,453 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.938, mIoU: 0.597
2023-08-04 18:04:45,571 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.590
2023-08-04 18:04:45,688 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.936, mIoU: 0.591
2023-08-04 18:04:45,805 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.591
2023-08-04 18:04:45,923 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.597
2023-08-04 18:04:46,041 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.605
2023-08-04 18:04:46,158 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.609
2023-08-04 18:04:46,276 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.612
2023-08-04 18:04:46,393 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.933, mIoU: 0.611
2023-08-04 18:04:46,511 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.618
2023-08-04 18:04:46,629 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.631
2023-08-04 18:04:46,747 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.631
2023-08-04 18:04:46,867 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 18:04:46,985 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.619
2023-08-04 18:04:47,104 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.929, mIoU: 0.622
2023-08-04 18:04:47,221 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.616
2023-08-04 18:04:47,338 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.614
2023-08-04 18:04:47,458 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.614
2023-08-04 18:04:47,579 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-04 18:04:47,696 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-04 18:04:47,813 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.614
2023-08-04 18:04:47,931 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.613
2023-08-04 18:04:48,048 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.929, mIoU: 0.610
2023-08-04 18:04:48,166 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.608
2023-08-04 18:04:48,283 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.611
2023-08-04 18:04:48,403 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.612
2023-08-04 18:04:48,520 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.611
2023-08-04 18:04:48,639 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.611
2023-08-04 18:04:48,758 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.612
2023-08-04 18:04:48,876 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.613
2023-08-04 18:04:48,995 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 18:04:49,113 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-04 18:04:49,234 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.611
2023-08-04 18:04:49,353 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.610
2023-08-04 18:04:49,471 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.612
2023-08-04 18:04:49,589 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.615
2023-08-04 18:04:49,708 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.615
2023-08-04 18:04:49,827 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.621
2023-08-04 18:04:49,944 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 18:04:50,062 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 18:04:50,179 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.621
2023-08-04 18:04:50,296 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-04 18:04:50,413 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-04 18:04:50,531 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.636
2023-08-04 18:04:50,651 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.639
2023-08-04 18:04:50,768 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.637
2023-08-04 18:04:50,888 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.639
2023-08-04 18:04:51,008 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.639
2023-08-04 18:04:51,127 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.635
2023-08-04 18:04:51,244 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.635
2023-08-04 18:04:51,362 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.638
2023-08-04 18:04:51,480 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.638
2023-08-04 18:04:51,596 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.636
2023-08-04 18:04:51,713 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.637
2023-08-04 18:04:51,830 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.635
2023-08-04 18:04:51,948 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.634
2023-08-04 18:04:52,067 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.635
2023-08-04 18:04:52,184 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.634
2023-08-04 18:04:52,305 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.633
2023-08-04 18:04:52,423 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.633
2023-08-04 18:04:52,543 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.633
2023-08-04 18:04:52,661 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.632
2023-08-04 18:04:52,778 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.928, mIoU: 0.632
2023-08-04 18:04:52,895 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.631
2023-08-04 18:04:53,012 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.927, mIoU: 0.631
2023-08-04 18:04:53,129 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.632
2023-08-04 18:04:53,249 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.928, mIoU: 0.634
2023-08-04 18:04:53,367 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.928, mIoU: 0.634
2023-08-04 18:04:53,487 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.928, mIoU: 0.632
2023-08-04 18:04:53,605 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.629
2023-08-04 18:04:53,726 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.924, mIoU: 0.625
2023-08-04 18:04:53,845 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.625
2023-08-04 18:04:53,965 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.624
2023-08-04 18:04:54,083 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.925, mIoU: 0.624
2023-08-04 18:04:54,201 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.623
2023-08-04 18:04:54,320 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.925, mIoU: 0.623
2023-08-04 18:04:54,441 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.925, mIoU: 0.623
2023-08-04 18:04:54,558 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.639
2023-08-04 18:04:54,679 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.638
2023-08-04 18:04:54,796 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.639
2023-08-04 18:04:54,914 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:04:55,032 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:04:55,153 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:04:55,271 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:04:55,389 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:04:55,507 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.642
2023-08-04 18:04:55,626 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.641
2023-08-04 18:04:55,744 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.640
2023-08-04 18:04:55,862 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.641
2023-08-04 18:04:55,982 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.641
2023-08-04 18:04:56,102 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.641
2023-08-04 18:04:56,220 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.641
2023-08-04 18:04:56,340 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:04:56,459 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.642
2023-08-04 18:04:56,578 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.642
2023-08-04 18:04:56,696 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.642
2023-08-04 18:04:56,814 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.642
2023-08-04 18:04:56,931 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.642
2023-08-04 18:04:57,049 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.640
2023-08-04 18:04:57,167 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.640
2023-08-04 18:04:57,286 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:04:57,405 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:04:57,526 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.640
2023-08-04 18:04:57,644 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:04:57,762 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.633
2023-08-04 18:04:57,880 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.633
2023-08-04 18:04:57,998 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.633
2023-08-04 18:04:58,116 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.633
2023-08-04 18:04:58,234 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.633
2023-08-04 18:04:58,351 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.636
2023-08-04 18:04:58,469 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.636
2023-08-04 18:04:58,588 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.636
2023-08-04 18:04:58,705 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.637
2023-08-04 18:04:58,824 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.925, mIoU: 0.637
2023-08-04 18:04:58,942 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.925, mIoU: 0.637
2023-08-04 18:04:59,060 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.925, mIoU: 0.637
2023-08-04 18:04:59,178 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.926, mIoU: 0.637
2023-08-04 18:04:59,296 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.926, mIoU: 0.637
2023-08-04 18:04:59,416 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.926, mIoU: 0.637
2023-08-04 18:04:59,534 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.636
2023-08-04 18:04:59,652 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.926, mIoU: 0.636
2023-08-04 18:04:59,770 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.636
2023-08-04 18:04:59,888 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.927, mIoU: 0.636
2023-08-04 18:05:00,008 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.926, mIoU: 0.632
2023-08-04 18:05:00,128 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.926, mIoU: 0.631
2023-08-04 18:05:00,246 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.629
2023-08-04 18:05:00,366 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.925, mIoU: 0.629
2023-08-04 18:05:00,484 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.925, mIoU: 0.628
2023-08-04 18:05:00,601 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.925, mIoU: 0.627
2023-08-04 18:05:00,718 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.925, mIoU: 0.627
2023-08-04 18:05:00,837 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.925, mIoU: 0.627
2023-08-04 18:05:00,955 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.926, mIoU: 0.630
2023-08-04 18:05:01,076 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.926, mIoU: 0.630
2023-08-04 18:05:01,194 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.926, mIoU: 0.630
2023-08-04 18:05:01,314 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.628
2023-08-04 18:05:01,432 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.628
2023-08-04 18:05:01,550 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.926, mIoU: 0.630
2023-08-04 18:05:01,668 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.926, mIoU: 0.630
2023-08-04 18:05:01,786 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.926, mIoU: 0.631
2023-08-04 18:05:01,904 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.926, mIoU: 0.631
2023-08-04 18:05:02,026 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.926, mIoU: 0.631
2023-08-04 18:05:02,144 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.926, mIoU: 0.632
2023-08-04 18:05:02,262 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.926, mIoU: 0.632
2023-08-04 18:05:02,380 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.926, mIoU: 0.631
2023-08-04 18:05:02,502 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.926, mIoU: 0.631
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2023-08-04 18:05:25,608 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 18:05:25,726 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 18:05:25,845 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 18:05:25,964 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.928, mIoU: 0.615
2023-08-04 18:05:26,083 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.928, mIoU: 0.615
2023-08-04 18:05:26,201 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 18:05:26,319 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.928, mIoU: 0.615
2023-08-04 18:05:26,437 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.928, mIoU: 0.615
2023-08-04 18:05:26,556 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.928, mIoU: 0.615
2023-08-04 18:05:26,674 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.928, mIoU: 0.615
2023-08-04 18:05:26,793 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 18:05:26,912 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 18:05:27,029 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.928, mIoU: 0.617
2023-08-04 18:05:27,146 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.928, mIoU: 0.617
2023-08-04 18:05:27,263 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.928, mIoU: 0.617
2023-08-04 18:05:27,381 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.928, mIoU: 0.617
2023-08-04 18:05:27,500 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.928, mIoU: 0.617
2023-08-04 18:05:27,618 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.929, mIoU: 0.618
2023-08-04 18:05:27,736 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.929, mIoU: 0.617
2023-08-04 18:05:27,856 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.929, mIoU: 0.617
2023-08-04 18:05:27,977 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.929, mIoU: 0.616
2023-08-04 18:05:28,095 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.929, mIoU: 0.616
2023-08-04 18:05:28,213 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.929, mIoU: 0.616
2023-08-04 18:05:28,331 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.929, mIoU: 0.616
2023-08-04 18:05:28,449 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.929, mIoU: 0.616
2023-08-04 18:05:28,568 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.929, mIoU: 0.616
2023-08-04 18:05:28,686 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.929, mIoU: 0.616
2023-08-04 18:05:28,804 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.929, mIoU: 0.617
2023-08-04 18:05:28,922 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.929, mIoU: 0.617
2023-08-04 18:05:29,041 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.929, mIoU: 0.617
2023-08-04 18:05:29,159 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.929, mIoU: 0.617
2023-08-04 18:05:29,276 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.929, mIoU: 0.618
2023-08-04 18:05:29,394 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.929, mIoU: 0.618
2023-08-04 18:05:29,512 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-04 18:05:29,631 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-04 18:05:29,749 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.930, mIoU: 0.619
2023-08-04 18:05:29,867 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.930, mIoU: 0.619
2023-08-04 18:05:29,986 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-04 18:05:30,108 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-04 18:05:30,225 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-04 18:05:30,343 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-04 18:05:30,463 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-04 18:05:30,581 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-04 18:05:30,699 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-04 18:05:30,817 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-04 18:05:30,936 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 18:05:31,054 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 18:05:31,173 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 18:05:31,291 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 18:05:31,410 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 18:05:31,528 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 18:05:31,646 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-04 18:05:31,765 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.931, mIoU: 0.621
2023-08-04 18:05:31,884 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.931, mIoU: 0.621
2023-08-04 18:05:32,002 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.931, mIoU: 0.621
2023-08-04 18:05:32,120 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.931, mIoU: 0.621
2023-08-04 18:05:32,238 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.931, mIoU: 0.621
2023-08-04 18:05:32,356 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.931, mIoU: 0.621
2023-08-04 18:05:32,474 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.931, mIoU: 0.621
2023-08-04 18:05:32,593 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.931, mIoU: 0.621
2023-08-04 18:05:32,711 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.932, mIoU: 0.621
2023-08-04 18:05:32,830 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.932, mIoU: 0.621
2023-08-04 18:05:32,949 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.932, mIoU: 0.621
2023-08-04 18:05:33,068 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 18:05:33,185 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 18:05:33,302 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 18:05:33,419 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 18:05:33,538 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 18:05:33,657 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 18:05:33,775 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 18:05:33,893 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 18:05:34,012 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 18:05:34,130 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 18:05:34,248 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 18:05:34,366 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 18:05:34,484 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:34,602 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:34,720 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:34,838 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:34,956 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:35,075 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:35,192 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:35,310 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:35,429 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:35,548 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 18:05:35,666 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 18:05:35,784 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:35,903 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:36,021 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 18:05:36,139 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 18:05:36,257 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 18:05:36,376 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:36,493 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:36,612 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:36,731 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:36,850 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:36,968 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:37,087 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:37,208 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:37,325 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:37,443 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:37,561 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:37,678 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:37,796 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:37,914 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.934, mIoU: 0.624
2023-08-04 18:05:38,030 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:38,149 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:38,267 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:38,386 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:38,505 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:38,624 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:38,742 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:38,859 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:38,977 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:39,097 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:39,214 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:39,331 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 18:05:39,448 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:39,567 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:39,685 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:39,800 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:39,918 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:40,036 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:40,155 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:40,272 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:40,389 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 18:05:40,506 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.935, mIoU: 0.625
2023-08-04 18:05:40,623 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.935, mIoU: 0.625
2023-08-04 18:05:40,742 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.935, mIoU: 0.625
2023-08-04 18:05:40,861 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.935, mIoU: 0.626
2023-08-04 18:05:40,979 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.935, mIoU: 0.626
2023-08-04 18:05:41,098 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.935, mIoU: 0.626
2023-08-04 18:05:41,214 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.935, mIoU: 0.626
2023-08-04 18:05:41,333 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.935, mIoU: 0.626
2023-08-04 18:05:41,451 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.935, mIoU: 0.626
2023-08-04 18:05:41,569 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:41,687 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:41,804 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:41,922 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:42,041 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:42,159 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:42,277 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:42,395 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:42,513 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:42,631 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:42,749 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 18:05:58,667 semantic_segmentation INFO: Iters: 12810/150000 || Lr: 0.018456 || Task Loss: 0.3253 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:43 || Estimated Time: 2 days, 15:29:31
2023-08-04 18:06:14,511 semantic_segmentation INFO: Iters: 12820/150000 || Lr: 0.018455 || Task Loss: 0.3747 || KD Loss: 0.1651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:59 || Estimated Time: 2 days, 15:29:06
2023-08-04 18:06:30,382 semantic_segmentation INFO: Iters: 12830/150000 || Lr: 0.018454 || Task Loss: 0.2377 || KD Loss: 0.1039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:14 || Estimated Time: 2 days, 15:28:41
2023-08-04 18:06:46,251 semantic_segmentation INFO: Iters: 12840/150000 || Lr: 0.018453 || Task Loss: 0.2339 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:30 || Estimated Time: 2 days, 15:28:15
2023-08-04 18:07:02,134 semantic_segmentation INFO: Iters: 12850/150000 || Lr: 0.018451 || Task Loss: 0.2866 || KD Loss: 0.1152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:46 || Estimated Time: 2 days, 15:27:50
2023-08-04 18:07:17,999 semantic_segmentation INFO: Iters: 12860/150000 || Lr: 0.018450 || Task Loss: 0.2837 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:57:02 || Estimated Time: 2 days, 15:27:25
2023-08-04 18:07:33,860 semantic_segmentation INFO: Iters: 12870/150000 || Lr: 0.018449 || Task Loss: 0.3413 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:57:18 || Estimated Time: 2 days, 15:27:00
2023-08-04 18:07:49,727 semantic_segmentation INFO: Iters: 12880/150000 || Lr: 0.018448 || Task Loss: 0.3819 || KD Loss: 0.2221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:57:34 || Estimated Time: 2 days, 15:26:35
2023-08-04 18:08:05,568 semantic_segmentation INFO: Iters: 12890/150000 || Lr: 0.018446 || Task Loss: 0.7063 || KD Loss: 0.3684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:57:50 || Estimated Time: 2 days, 15:26:10
2023-08-04 18:08:21,418 semantic_segmentation INFO: Iters: 12900/150000 || Lr: 0.018445 || Task Loss: 0.4886 || KD Loss: 0.2400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:05 || Estimated Time: 2 days, 15:25:45
2023-08-04 18:08:37,251 semantic_segmentation INFO: Iters: 12910/150000 || Lr: 0.018444 || Task Loss: 0.2889 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:21 || Estimated Time: 2 days, 15:25:19
2023-08-04 18:08:53,092 semantic_segmentation INFO: Iters: 12920/150000 || Lr: 0.018443 || Task Loss: 0.3796 || KD Loss: 0.2426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:37 || Estimated Time: 2 days, 15:24:54
2023-08-04 18:09:08,956 semantic_segmentation INFO: Iters: 12930/150000 || Lr: 0.018442 || Task Loss: 0.3268 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:53 || Estimated Time: 2 days, 15:24:29
2023-08-04 18:09:24,808 semantic_segmentation INFO: Iters: 12940/150000 || Lr: 0.018440 || Task Loss: 0.3282 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:09 || Estimated Time: 2 days, 15:24:04
2023-08-04 18:09:40,662 semantic_segmentation INFO: Iters: 12950/150000 || Lr: 0.018439 || Task Loss: 0.3104 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:25 || Estimated Time: 2 days, 15:23:39
2023-08-04 18:09:56,518 semantic_segmentation INFO: Iters: 12960/150000 || Lr: 0.018438 || Task Loss: 0.1864 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:41 || Estimated Time: 2 days, 15:23:14
2023-08-04 18:10:12,365 semantic_segmentation INFO: Iters: 12970/150000 || Lr: 0.018437 || Task Loss: 0.3131 || KD Loss: 0.1348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:22:48
2023-08-04 18:10:28,206 semantic_segmentation INFO: Iters: 12980/150000 || Lr: 0.018436 || Task Loss: 0.3409 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:22:23
2023-08-04 18:10:44,034 semantic_segmentation INFO: Iters: 12990/150000 || Lr: 0.018434 || Task Loss: 0.2792 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:28 || Estimated Time: 2 days, 15:21:58
2023-08-04 18:10:59,873 semantic_segmentation INFO: Iters: 13000/150000 || Lr: 0.018433 || Task Loss: 0.3771 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:44 || Estimated Time: 2 days, 15:21:33
2023-08-04 18:11:15,693 semantic_segmentation INFO: Iters: 13010/150000 || Lr: 0.018432 || Task Loss: 0.3599 || KD Loss: 0.1526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:00 || Estimated Time: 2 days, 15:21:07
2023-08-04 18:11:31,527 semantic_segmentation INFO: Iters: 13020/150000 || Lr: 0.018431 || Task Loss: 0.4071 || KD Loss: 0.1969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:16 || Estimated Time: 2 days, 15:20:42
2023-08-04 18:11:47,359 semantic_segmentation INFO: Iters: 13030/150000 || Lr: 0.018430 || Task Loss: 0.1649 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:31 || Estimated Time: 2 days, 15:20:17
2023-08-04 18:12:03,172 semantic_segmentation INFO: Iters: 13040/150000 || Lr: 0.018428 || Task Loss: 0.3554 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:47 || Estimated Time: 2 days, 15:19:51
2023-08-04 18:12:19,005 semantic_segmentation INFO: Iters: 13050/150000 || Lr: 0.018427 || Task Loss: 0.3187 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:03 || Estimated Time: 2 days, 15:19:26
2023-08-04 18:12:34,833 semantic_segmentation INFO: Iters: 13060/150000 || Lr: 0.018426 || Task Loss: 0.2696 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:19 || Estimated Time: 2 days, 15:19:01
2023-08-04 18:12:50,652 semantic_segmentation INFO: Iters: 13070/150000 || Lr: 0.018425 || Task Loss: 0.2842 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:35 || Estimated Time: 2 days, 15:18:36
2023-08-04 18:13:06,490 semantic_segmentation INFO: Iters: 13080/150000 || Lr: 0.018423 || Task Loss: 0.4029 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:51 || Estimated Time: 2 days, 15:18:11
2023-08-04 18:13:22,322 semantic_segmentation INFO: Iters: 13090/150000 || Lr: 0.018422 || Task Loss: 0.2618 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:03:06 || Estimated Time: 2 days, 15:17:45
2023-08-04 18:13:38,154 semantic_segmentation INFO: Iters: 13100/150000 || Lr: 0.018421 || Task Loss: 0.5023 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:03:22 || Estimated Time: 2 days, 15:17:20
2023-08-04 18:13:53,985 semantic_segmentation INFO: Iters: 13110/150000 || Lr: 0.018420 || Task Loss: 0.3276 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:03:38 || Estimated Time: 2 days, 15:16:55
2023-08-04 18:14:09,825 semantic_segmentation INFO: Iters: 13120/150000 || Lr: 0.018419 || Task Loss: 0.3515 || KD Loss: 0.1199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:03:54 || Estimated Time: 2 days, 15:16:30
2023-08-04 18:14:25,658 semantic_segmentation INFO: Iters: 13130/150000 || Lr: 0.018417 || Task Loss: 0.3986 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:10 || Estimated Time: 2 days, 15:16:05
2023-08-04 18:14:41,487 semantic_segmentation INFO: Iters: 13140/150000 || Lr: 0.018416 || Task Loss: 0.1714 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:26 || Estimated Time: 2 days, 15:15:40
2023-08-04 18:14:57,338 semantic_segmentation INFO: Iters: 13150/150000 || Lr: 0.018415 || Task Loss: 0.4346 || KD Loss: 0.1390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:41 || Estimated Time: 2 days, 15:15:15
2023-08-04 18:15:13,215 semantic_segmentation INFO: Iters: 13160/150000 || Lr: 0.018414 || Task Loss: 0.3706 || KD Loss: 0.1545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:57 || Estimated Time: 2 days, 15:14:51
2023-08-04 18:15:29,078 semantic_segmentation INFO: Iters: 13170/150000 || Lr: 0.018413 || Task Loss: 0.2299 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:13 || Estimated Time: 2 days, 15:14:26
2023-08-04 18:15:44,935 semantic_segmentation INFO: Iters: 13180/150000 || Lr: 0.018411 || Task Loss: 0.2474 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:29 || Estimated Time: 2 days, 15:14:01
2023-08-04 18:16:00,791 semantic_segmentation INFO: Iters: 13190/150000 || Lr: 0.018410 || Task Loss: 0.1682 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:45 || Estimated Time: 2 days, 15:13:36
2023-08-04 18:16:16,621 semantic_segmentation INFO: Iters: 13200/150000 || Lr: 0.018409 || Task Loss: 0.5219 || KD Loss: 0.2612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:01 || Estimated Time: 2 days, 15:13:11
2023-08-04 18:16:32,470 semantic_segmentation INFO: Iters: 13210/150000 || Lr: 0.018408 || Task Loss: 0.3467 || KD Loss: 0.1129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:17 || Estimated Time: 2 days, 15:12:47
2023-08-04 18:16:48,308 semantic_segmentation INFO: Iters: 13220/150000 || Lr: 0.018406 || Task Loss: 0.2025 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:32 || Estimated Time: 2 days, 15:12:22
2023-08-04 18:17:04,159 semantic_segmentation INFO: Iters: 13230/150000 || Lr: 0.018405 || Task Loss: 0.3048 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:48 || Estimated Time: 2 days, 15:11:57
2023-08-04 18:17:19,994 semantic_segmentation INFO: Iters: 13240/150000 || Lr: 0.018404 || Task Loss: 0.3457 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:04 || Estimated Time: 2 days, 15:11:32
2023-08-04 18:17:35,825 semantic_segmentation INFO: Iters: 13250/150000 || Lr: 0.018403 || Task Loss: 0.5416 || KD Loss: 0.2157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:20 || Estimated Time: 2 days, 15:11:07
2023-08-04 18:17:51,688 semantic_segmentation INFO: Iters: 13260/150000 || Lr: 0.018402 || Task Loss: 0.4978 || KD Loss: 0.1940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:36 || Estimated Time: 2 days, 15:10:43
2023-08-04 18:18:07,553 semantic_segmentation INFO: Iters: 13270/150000 || Lr: 0.018400 || Task Loss: 0.8301 || KD Loss: 0.4149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:52 || Estimated Time: 2 days, 15:10:18
2023-08-04 18:18:23,392 semantic_segmentation INFO: Iters: 13280/150000 || Lr: 0.018399 || Task Loss: 0.4283 || KD Loss: 0.1666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:08:07 || Estimated Time: 2 days, 15:09:53
2023-08-04 18:18:39,224 semantic_segmentation INFO: Iters: 13290/150000 || Lr: 0.018398 || Task Loss: 0.3999 || KD Loss: 0.1788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:08:23 || Estimated Time: 2 days, 15:09:28
2023-08-04 18:18:55,062 semantic_segmentation INFO: Iters: 13300/150000 || Lr: 0.018397 || Task Loss: 0.7383 || KD Loss: 0.3414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:08:39 || Estimated Time: 2 days, 15:09:04
2023-08-04 18:19:10,896 semantic_segmentation INFO: Iters: 13310/150000 || Lr: 0.018396 || Task Loss: 0.3634 || KD Loss: 0.1653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:08:55 || Estimated Time: 2 days, 15:08:39
2023-08-04 18:19:26,712 semantic_segmentation INFO: Iters: 13320/150000 || Lr: 0.018394 || Task Loss: 0.3655 || KD Loss: 0.1766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:11 || Estimated Time: 2 days, 15:08:14
2023-08-04 18:19:42,531 semantic_segmentation INFO: Iters: 13330/150000 || Lr: 0.018393 || Task Loss: 0.3051 || KD Loss: 0.1629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:27 || Estimated Time: 2 days, 15:07:49
2023-08-04 18:19:58,371 semantic_segmentation INFO: Iters: 13340/150000 || Lr: 0.018392 || Task Loss: 0.3532 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:42 || Estimated Time: 2 days, 15:07:24
2023-08-04 18:20:14,216 semantic_segmentation INFO: Iters: 13350/150000 || Lr: 0.018391 || Task Loss: 0.5294 || KD Loss: 0.2766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:58 || Estimated Time: 2 days, 15:07:00
2023-08-04 18:20:30,045 semantic_segmentation INFO: Iters: 13360/150000 || Lr: 0.018390 || Task Loss: 0.4836 || KD Loss: 0.1799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:14 || Estimated Time: 2 days, 15:06:35
2023-08-04 18:20:45,867 semantic_segmentation INFO: Iters: 13370/150000 || Lr: 0.018388 || Task Loss: 0.5044 || KD Loss: 0.1950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:30 || Estimated Time: 2 days, 15:06:10
2023-08-04 18:21:01,686 semantic_segmentation INFO: Iters: 13380/150000 || Lr: 0.018387 || Task Loss: 0.4999 || KD Loss: 0.1861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:46 || Estimated Time: 2 days, 15:05:45
2023-08-04 18:21:17,497 semantic_segmentation INFO: Iters: 13390/150000 || Lr: 0.018386 || Task Loss: 0.3033 || KD Loss: 0.1215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:02 || Estimated Time: 2 days, 15:05:20
2023-08-04 18:21:33,328 semantic_segmentation INFO: Iters: 13400/150000 || Lr: 0.018385 || Task Loss: 0.4590 || KD Loss: 0.1922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:17 || Estimated Time: 2 days, 15:04:55
2023-08-04 18:21:49,160 semantic_segmentation INFO: Iters: 13410/150000 || Lr: 0.018383 || Task Loss: 0.2719 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:33 || Estimated Time: 2 days, 15:04:31
2023-08-04 18:22:04,989 semantic_segmentation INFO: Iters: 13420/150000 || Lr: 0.018382 || Task Loss: 0.3130 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:49 || Estimated Time: 2 days, 15:04:06
2023-08-04 18:22:20,809 semantic_segmentation INFO: Iters: 13430/150000 || Lr: 0.018381 || Task Loss: 0.3494 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:05 || Estimated Time: 2 days, 15:03:41
2023-08-04 18:22:36,625 semantic_segmentation INFO: Iters: 13440/150000 || Lr: 0.018380 || Task Loss: 0.5954 || KD Loss: 0.3142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:21 || Estimated Time: 2 days, 15:03:16
2023-08-04 18:22:52,438 semantic_segmentation INFO: Iters: 13450/150000 || Lr: 0.018379 || Task Loss: 0.2685 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 15:02:51
2023-08-04 18:23:08,275 semantic_segmentation INFO: Iters: 13460/150000 || Lr: 0.018377 || Task Loss: 0.1609 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:52 || Estimated Time: 2 days, 15:02:27
2023-08-04 18:23:24,103 semantic_segmentation INFO: Iters: 13470/150000 || Lr: 0.018376 || Task Loss: 0.3835 || KD Loss: 0.1828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:08 || Estimated Time: 2 days, 15:02:02
2023-08-04 18:23:39,947 semantic_segmentation INFO: Iters: 13480/150000 || Lr: 0.018375 || Task Loss: 0.3180 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:24 || Estimated Time: 2 days, 15:01:38
2023-08-04 18:23:55,769 semantic_segmentation INFO: Iters: 13490/150000 || Lr: 0.018374 || Task Loss: 0.3360 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:40 || Estimated Time: 2 days, 15:01:13
2023-08-04 18:24:11,603 semantic_segmentation INFO: Iters: 13500/150000 || Lr: 0.018373 || Task Loss: 0.2549 || KD Loss: 0.1378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:56 || Estimated Time: 2 days, 15:00:48
2023-08-04 18:24:27,417 semantic_segmentation INFO: Iters: 13510/150000 || Lr: 0.018371 || Task Loss: 0.2951 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:11 || Estimated Time: 2 days, 15:00:24
2023-08-04 18:24:43,227 semantic_segmentation INFO: Iters: 13520/150000 || Lr: 0.018370 || Task Loss: 0.2457 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:27 || Estimated Time: 2 days, 14:59:59
2023-08-04 18:24:59,012 semantic_segmentation INFO: Iters: 13530/150000 || Lr: 0.018369 || Task Loss: 0.4266 || KD Loss: 0.1815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:43 || Estimated Time: 2 days, 14:59:34
2023-08-04 18:25:14,835 semantic_segmentation INFO: Iters: 13540/150000 || Lr: 0.018368 || Task Loss: 0.4100 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:59 || Estimated Time: 2 days, 14:59:09
2023-08-04 18:25:30,645 semantic_segmentation INFO: Iters: 13550/150000 || Lr: 0.018367 || Task Loss: 0.4993 || KD Loss: 0.2413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:15:15 || Estimated Time: 2 days, 14:58:45
2023-08-04 18:25:46,482 semantic_segmentation INFO: Iters: 13560/150000 || Lr: 0.018365 || Task Loss: 0.3260 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:15:31 || Estimated Time: 2 days, 14:58:20
2023-08-04 18:26:02,291 semantic_segmentation INFO: Iters: 13570/150000 || Lr: 0.018364 || Task Loss: 0.3253 || KD Loss: 0.1358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:15:46 || Estimated Time: 2 days, 14:57:55
2023-08-04 18:26:18,099 semantic_segmentation INFO: Iters: 13580/150000 || Lr: 0.018363 || Task Loss: 0.3490 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:02 || Estimated Time: 2 days, 14:57:31
2023-08-04 18:26:33,927 semantic_segmentation INFO: Iters: 13590/150000 || Lr: 0.018362 || Task Loss: 0.4732 || KD Loss: 0.2096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:18 || Estimated Time: 2 days, 14:57:06
2023-08-04 18:26:49,770 semantic_segmentation INFO: Iters: 13600/150000 || Lr: 0.018360 || Task Loss: 0.3978 || KD Loss: 0.1884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:34 || Estimated Time: 2 days, 14:56:42
2023-08-04 18:26:49,848 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 18:26:50,708 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.386
2023-08-04 18:26:50,832 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.447
2023-08-04 18:26:50,951 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.463
2023-08-04 18:26:51,068 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.502
2023-08-04 18:26:51,185 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.493
2023-08-04 18:26:51,302 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.492
2023-08-04 18:26:51,419 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.519
2023-08-04 18:26:51,537 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.558
2023-08-04 18:26:51,657 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.559
2023-08-04 18:26:51,776 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.599
2023-08-04 18:26:51,893 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.605
2023-08-04 18:26:52,012 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.623
2023-08-04 18:26:52,132 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.606
2023-08-04 18:26:52,249 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.596
2023-08-04 18:26:52,369 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.587
2023-08-04 18:26:52,487 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.581
2023-08-04 18:26:52,608 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.580
2023-08-04 18:26:52,727 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.582
2023-08-04 18:26:52,845 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.586
2023-08-04 18:26:52,964 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.594
2023-08-04 18:26:53,081 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.595
2023-08-04 18:26:53,199 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.593
2023-08-04 18:26:53,318 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.592
2023-08-04 18:26:53,437 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.600
2023-08-04 18:26:53,554 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.612
2023-08-04 18:26:53,672 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 18:26:53,789 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.608
2023-08-04 18:26:53,906 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.607
2023-08-04 18:26:54,023 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.613
2023-08-04 18:26:54,140 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.597
2023-08-04 18:26:54,257 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.596
2023-08-04 18:26:54,374 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.594
2023-08-04 18:26:54,493 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.598
2023-08-04 18:26:54,609 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.597
2023-08-04 18:26:54,729 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.594
2023-08-04 18:26:54,845 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.593
2023-08-04 18:26:54,965 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.592
2023-08-04 18:26:55,084 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.591
2023-08-04 18:26:55,203 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.594
2023-08-04 18:26:55,319 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.596
2023-08-04 18:26:55,437 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.597
2023-08-04 18:26:55,556 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.596
2023-08-04 18:26:55,676 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.596
2023-08-04 18:26:55,795 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.597
2023-08-04 18:26:55,914 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.596
2023-08-04 18:26:56,031 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.932, mIoU: 0.596
2023-08-04 18:26:56,152 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.596
2023-08-04 18:26:56,271 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.595
2023-08-04 18:26:56,390 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.934, mIoU: 0.601
2023-08-04 18:26:56,509 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.603
2023-08-04 18:26:56,626 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.603
2023-08-04 18:26:56,744 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.601
2023-08-04 18:26:56,861 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.596
2023-08-04 18:26:56,979 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.929, mIoU: 0.590
2023-08-04 18:26:57,096 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.589
2023-08-04 18:26:57,214 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.589
2023-08-04 18:26:57,331 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.590
2023-08-04 18:26:57,449 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.595
2023-08-04 18:26:57,568 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.598
2023-08-04 18:26:57,684 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.597
2023-08-04 18:26:57,804 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.601
2023-08-04 18:26:57,923 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.928, mIoU: 0.602
2023-08-04 18:26:58,044 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.602
2023-08-04 18:26:58,161 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.603
2023-08-04 18:26:58,278 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.605
2023-08-04 18:26:58,396 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.605
2023-08-04 18:26:58,514 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 18:26:58,630 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.605
2023-08-04 18:26:58,748 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.603
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2023-08-04 18:26:59,102 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.604
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2023-08-04 18:27:00,040 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.605
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2023-08-04 18:27:04,636 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.923, mIoU: 0.594
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2023-08-04 18:27:26,102 semantic_segmentation INFO: Sample: 301, Validation pixAcc: 0.928, mIoU: 0.595
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2023-08-04 18:27:27,621 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.927, mIoU: 0.590
2023-08-04 18:27:27,736 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.926, mIoU: 0.588
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2023-08-04 18:27:29,018 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.925, mIoU: 0.587
2023-08-04 18:27:29,137 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.925, mIoU: 0.587
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2023-08-04 18:27:33,890 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.929, mIoU: 0.593
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2023-08-04 18:27:34,834 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.930, mIoU: 0.594
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2023-08-04 18:27:38,030 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.932, mIoU: 0.598
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2023-08-04 18:27:38,979 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.932, mIoU: 0.600
2023-08-04 18:27:39,097 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.932, mIoU: 0.600
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2023-08-04 18:27:39,926 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.933, mIoU: 0.601
2023-08-04 18:27:40,044 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.933, mIoU: 0.601
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2023-08-04 18:27:43,593 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.935, mIoU: 0.603
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2023-08-04 18:27:45,367 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:45,488 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:45,606 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:45,725 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.935, mIoU: 0.608
2023-08-04 18:27:45,844 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.935, mIoU: 0.608
2023-08-04 18:27:45,962 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:46,081 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:46,199 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:46,317 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:46,435 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:46,554 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.935, mIoU: 0.608
2023-08-04 18:27:46,668 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:46,788 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.935, mIoU: 0.607
2023-08-04 18:27:46,906 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.936, mIoU: 0.607
2023-08-04 18:27:47,024 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.936, mIoU: 0.607
2023-08-04 18:27:47,142 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.936, mIoU: 0.608
2023-08-04 18:27:47,260 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.608
2023-08-04 18:27:47,379 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.936, mIoU: 0.608
2023-08-04 18:27:47,498 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.936, mIoU: 0.608
2023-08-04 18:27:47,616 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.936, mIoU: 0.608
2023-08-04 18:27:47,735 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.936, mIoU: 0.608
2023-08-04 18:27:47,853 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.936, mIoU: 0.608
2023-08-04 18:27:47,971 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.936, mIoU: 0.608
2023-08-04 18:27:48,088 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.609
2023-08-04 18:27:48,206 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.936, mIoU: 0.609
2023-08-04 18:27:48,325 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.936, mIoU: 0.609
2023-08-04 18:27:48,443 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.936, mIoU: 0.609
2023-08-04 18:27:48,561 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:27:48,679 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:27:48,796 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:27:48,914 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:27:49,032 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:27:49,150 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:27:49,268 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:27:49,386 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:27:49,505 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:27:49,621 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-04 18:28:05,570 semantic_segmentation INFO: Iters: 13610/150000 || Lr: 0.018359 || Task Loss: 0.3486 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:17:50 || Estimated Time: 2 days, 15:06:18
2023-08-04 18:28:21,418 semantic_segmentation INFO: Iters: 13620/150000 || Lr: 0.018358 || Task Loss: 0.2664 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:05 || Estimated Time: 2 days, 15:05:54
2023-08-04 18:28:37,270 semantic_segmentation INFO: Iters: 13630/150000 || Lr: 0.018357 || Task Loss: 0.3282 || KD Loss: 0.1270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:21 || Estimated Time: 2 days, 15:05:29
2023-08-04 18:28:53,121 semantic_segmentation INFO: Iters: 13640/150000 || Lr: 0.018356 || Task Loss: 0.4165 || KD Loss: 0.1621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:37 || Estimated Time: 2 days, 15:05:04
2023-08-04 18:29:08,992 semantic_segmentation INFO: Iters: 13650/150000 || Lr: 0.018354 || Task Loss: 0.2956 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:53 || Estimated Time: 2 days, 15:04:40
2023-08-04 18:29:24,859 semantic_segmentation INFO: Iters: 13660/150000 || Lr: 0.018353 || Task Loss: 0.3959 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:19:09 || Estimated Time: 2 days, 15:04:15
2023-08-04 18:29:40,731 semantic_segmentation INFO: Iters: 13670/150000 || Lr: 0.018352 || Task Loss: 0.4514 || KD Loss: 0.1912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:19:25 || Estimated Time: 2 days, 15:03:51
2023-08-04 18:29:56,608 semantic_segmentation INFO: Iters: 13680/150000 || Lr: 0.018351 || Task Loss: 0.2572 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:19:41 || Estimated Time: 2 days, 15:03:26
2023-08-04 18:30:12,478 semantic_segmentation INFO: Iters: 13690/150000 || Lr: 0.018350 || Task Loss: 0.3467 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:19:57 || Estimated Time: 2 days, 15:03:02
2023-08-04 18:30:28,323 semantic_segmentation INFO: Iters: 13700/150000 || Lr: 0.018348 || Task Loss: 0.2949 || KD Loss: 0.1553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:12 || Estimated Time: 2 days, 15:02:37
2023-08-04 18:30:44,182 semantic_segmentation INFO: Iters: 13710/150000 || Lr: 0.018347 || Task Loss: 0.3744 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:28 || Estimated Time: 2 days, 15:02:13
2023-08-04 18:31:00,035 semantic_segmentation INFO: Iters: 13720/150000 || Lr: 0.018346 || Task Loss: 0.6668 || KD Loss: 0.5767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:44 || Estimated Time: 2 days, 15:01:48
2023-08-04 18:31:15,871 semantic_segmentation INFO: Iters: 13730/150000 || Lr: 0.018345 || Task Loss: 0.2877 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:00 || Estimated Time: 2 days, 15:01:23
2023-08-04 18:31:31,697 semantic_segmentation INFO: Iters: 13740/150000 || Lr: 0.018344 || Task Loss: 0.5298 || KD Loss: 0.2069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:16 || Estimated Time: 2 days, 15:00:59
2023-08-04 18:31:47,550 semantic_segmentation INFO: Iters: 13750/150000 || Lr: 0.018342 || Task Loss: 0.4558 || KD Loss: 0.1942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:32 || Estimated Time: 2 days, 15:00:34
2023-08-04 18:32:03,408 semantic_segmentation INFO: Iters: 13760/150000 || Lr: 0.018341 || Task Loss: 0.2971 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:47 || Estimated Time: 2 days, 15:00:10
2023-08-04 18:32:19,254 semantic_segmentation INFO: Iters: 13770/150000 || Lr: 0.018340 || Task Loss: 0.4519 || KD Loss: 0.1462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:22:03 || Estimated Time: 2 days, 14:59:45
2023-08-04 18:32:35,085 semantic_segmentation INFO: Iters: 13780/150000 || Lr: 0.018339 || Task Loss: 0.4529 || KD Loss: 0.1994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:59:20
2023-08-04 18:32:50,906 semantic_segmentation INFO: Iters: 13790/150000 || Lr: 0.018337 || Task Loss: 0.4664 || KD Loss: 0.3002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:58:55
2023-08-04 18:33:06,753 semantic_segmentation INFO: Iters: 13800/150000 || Lr: 0.018336 || Task Loss: 0.3248 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:22:51 || Estimated Time: 2 days, 14:58:31
2023-08-04 18:33:22,585 semantic_segmentation INFO: Iters: 13810/150000 || Lr: 0.018335 || Task Loss: 0.3183 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:07 || Estimated Time: 2 days, 14:58:06
2023-08-04 18:33:38,426 semantic_segmentation INFO: Iters: 13820/150000 || Lr: 0.018334 || Task Loss: 0.2316 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:22 || Estimated Time: 2 days, 14:57:42
2023-08-04 18:33:54,267 semantic_segmentation INFO: Iters: 13830/150000 || Lr: 0.018333 || Task Loss: 0.2965 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:38 || Estimated Time: 2 days, 14:57:17
2023-08-04 18:34:10,114 semantic_segmentation INFO: Iters: 13840/150000 || Lr: 0.018331 || Task Loss: 0.3240 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:54 || Estimated Time: 2 days, 14:56:53
2023-08-04 18:34:25,944 semantic_segmentation INFO: Iters: 13850/150000 || Lr: 0.018330 || Task Loss: 0.2358 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:10 || Estimated Time: 2 days, 14:56:28
2023-08-04 18:34:41,761 semantic_segmentation INFO: Iters: 13860/150000 || Lr: 0.018329 || Task Loss: 0.3004 || KD Loss: 0.1417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:26 || Estimated Time: 2 days, 14:56:03
2023-08-04 18:34:57,606 semantic_segmentation INFO: Iters: 13870/150000 || Lr: 0.018328 || Task Loss: 0.3239 || KD Loss: 0.1275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:42 || Estimated Time: 2 days, 14:55:39
2023-08-04 18:35:13,463 semantic_segmentation INFO: Iters: 13880/150000 || Lr: 0.018327 || Task Loss: 0.4773 || KD Loss: 0.2223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:58 || Estimated Time: 2 days, 14:55:14
2023-08-04 18:35:29,311 semantic_segmentation INFO: Iters: 13890/150000 || Lr: 0.018325 || Task Loss: 0.3171 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:13 || Estimated Time: 2 days, 14:54:50
2023-08-04 18:35:45,190 semantic_segmentation INFO: Iters: 13900/150000 || Lr: 0.018324 || Task Loss: 0.2934 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:29 || Estimated Time: 2 days, 14:54:26
2023-08-04 18:36:01,084 semantic_segmentation INFO: Iters: 13910/150000 || Lr: 0.018323 || Task Loss: 0.3557 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:45 || Estimated Time: 2 days, 14:54:02
2023-08-04 18:36:16,941 semantic_segmentation INFO: Iters: 13920/150000 || Lr: 0.018322 || Task Loss: 0.2302 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:01 || Estimated Time: 2 days, 14:53:38
2023-08-04 18:36:32,821 semantic_segmentation INFO: Iters: 13930/150000 || Lr: 0.018320 || Task Loss: 0.2836 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:17 || Estimated Time: 2 days, 14:53:14
2023-08-04 18:36:48,692 semantic_segmentation INFO: Iters: 13940/150000 || Lr: 0.018319 || Task Loss: 0.2401 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:33 || Estimated Time: 2 days, 14:52:50
2023-08-04 18:37:04,558 semantic_segmentation INFO: Iters: 13950/150000 || Lr: 0.018318 || Task Loss: 0.3239 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:49 || Estimated Time: 2 days, 14:52:25
2023-08-04 18:37:20,414 semantic_segmentation INFO: Iters: 13960/150000 || Lr: 0.018317 || Task Loss: 0.4562 || KD Loss: 0.2195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:04 || Estimated Time: 2 days, 14:52:01
2023-08-04 18:37:36,271 semantic_segmentation INFO: Iters: 13970/150000 || Lr: 0.018316 || Task Loss: 0.4042 || KD Loss: 0.1890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:20 || Estimated Time: 2 days, 14:51:37
2023-08-04 18:37:52,132 semantic_segmentation INFO: Iters: 13980/150000 || Lr: 0.018314 || Task Loss: 0.3883 || KD Loss: 0.1567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:36 || Estimated Time: 2 days, 14:51:13
2023-08-04 18:38:08,010 semantic_segmentation INFO: Iters: 13990/150000 || Lr: 0.018313 || Task Loss: 0.3084 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:52 || Estimated Time: 2 days, 14:50:49
2023-08-04 18:38:23,859 semantic_segmentation INFO: Iters: 14000/150000 || Lr: 0.018312 || Task Loss: 0.3791 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:08 || Estimated Time: 2 days, 14:50:24
2023-08-04 18:38:39,735 semantic_segmentation INFO: Iters: 14010/150000 || Lr: 0.018311 || Task Loss: 0.3361 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:24 || Estimated Time: 2 days, 14:50:00
2023-08-04 18:38:55,578 semantic_segmentation INFO: Iters: 14020/150000 || Lr: 0.018310 || Task Loss: 0.4076 || KD Loss: 0.1885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:40 || Estimated Time: 2 days, 14:49:36
2023-08-04 18:39:11,435 semantic_segmentation INFO: Iters: 14030/150000 || Lr: 0.018308 || Task Loss: 0.2262 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:55 || Estimated Time: 2 days, 14:49:12
2023-08-04 18:39:27,284 semantic_segmentation INFO: Iters: 14040/150000 || Lr: 0.018307 || Task Loss: 0.3364 || KD Loss: 0.1279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:29:11 || Estimated Time: 2 days, 14:48:48
2023-08-04 18:39:43,118 semantic_segmentation INFO: Iters: 14050/150000 || Lr: 0.018306 || Task Loss: 0.3631 || KD Loss: 0.1652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:29:27 || Estimated Time: 2 days, 14:48:23
2023-08-04 18:39:58,969 semantic_segmentation INFO: Iters: 14060/150000 || Lr: 0.018305 || Task Loss: 0.3147 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:29:43 || Estimated Time: 2 days, 14:47:59
2023-08-04 18:40:14,820 semantic_segmentation INFO: Iters: 14070/150000 || Lr: 0.018304 || Task Loss: 0.3599 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:29:59 || Estimated Time: 2 days, 14:47:35
2023-08-04 18:40:30,674 semantic_segmentation INFO: Iters: 14080/150000 || Lr: 0.018302 || Task Loss: 0.2879 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:30:15 || Estimated Time: 2 days, 14:47:11
2023-08-04 18:40:46,525 semantic_segmentation INFO: Iters: 14090/150000 || Lr: 0.018301 || Task Loss: 0.4183 || KD Loss: 0.2433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:30:31 || Estimated Time: 2 days, 14:46:47
2023-08-04 18:41:02,364 semantic_segmentation INFO: Iters: 14100/150000 || Lr: 0.018300 || Task Loss: 0.2762 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:46:23
2023-08-04 18:41:18,204 semantic_segmentation INFO: Iters: 14110/150000 || Lr: 0.018299 || Task Loss: 0.2984 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:45:58
2023-08-04 18:41:34,050 semantic_segmentation INFO: Iters: 14120/150000 || Lr: 0.018297 || Task Loss: 0.3356 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:45:34
2023-08-04 18:41:49,895 semantic_segmentation INFO: Iters: 14130/150000 || Lr: 0.018296 || Task Loss: 0.3925 || KD Loss: 0.1637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:34 || Estimated Time: 2 days, 14:45:10
2023-08-04 18:42:05,757 semantic_segmentation INFO: Iters: 14140/150000 || Lr: 0.018295 || Task Loss: 0.4026 || KD Loss: 0.1611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:50 || Estimated Time: 2 days, 14:44:46
2023-08-04 18:42:21,577 semantic_segmentation INFO: Iters: 14150/150000 || Lr: 0.018294 || Task Loss: 0.3282 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:06 || Estimated Time: 2 days, 14:44:22
2023-08-04 18:42:37,401 semantic_segmentation INFO: Iters: 14160/150000 || Lr: 0.018293 || Task Loss: 0.3837 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:21 || Estimated Time: 2 days, 14:43:57
2023-08-04 18:42:53,235 semantic_segmentation INFO: Iters: 14170/150000 || Lr: 0.018291 || Task Loss: 0.2557 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:37 || Estimated Time: 2 days, 14:43:33
2023-08-04 18:43:09,073 semantic_segmentation INFO: Iters: 14180/150000 || Lr: 0.018290 || Task Loss: 0.3868 || KD Loss: 0.1654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:53 || Estimated Time: 2 days, 14:43:09
2023-08-04 18:43:24,924 semantic_segmentation INFO: Iters: 14190/150000 || Lr: 0.018289 || Task Loss: 0.7093 || KD Loss: 0.3960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:09 || Estimated Time: 2 days, 14:42:45
2023-08-04 18:43:40,774 semantic_segmentation INFO: Iters: 14200/150000 || Lr: 0.018288 || Task Loss: 0.4128 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:25 || Estimated Time: 2 days, 14:42:21
2023-08-04 18:43:56,634 semantic_segmentation INFO: Iters: 14210/150000 || Lr: 0.018287 || Task Loss: 0.4263 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:41 || Estimated Time: 2 days, 14:41:57
2023-08-04 18:44:12,488 semantic_segmentation INFO: Iters: 14220/150000 || Lr: 0.018285 || Task Loss: 0.4419 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:57 || Estimated Time: 2 days, 14:41:33
2023-08-04 18:44:28,345 semantic_segmentation INFO: Iters: 14230/150000 || Lr: 0.018284 || Task Loss: 0.2904 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:12 || Estimated Time: 2 days, 14:41:09
2023-08-04 18:44:44,196 semantic_segmentation INFO: Iters: 14240/150000 || Lr: 0.018283 || Task Loss: 0.3512 || KD Loss: 0.1429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:28 || Estimated Time: 2 days, 14:40:45
2023-08-04 18:45:00,052 semantic_segmentation INFO: Iters: 14250/150000 || Lr: 0.018282 || Task Loss: 0.3545 || KD Loss: 0.1348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:44 || Estimated Time: 2 days, 14:40:21
2023-08-04 18:45:15,915 semantic_segmentation INFO: Iters: 14260/150000 || Lr: 0.018280 || Task Loss: 0.3189 || KD Loss: 0.1478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:00 || Estimated Time: 2 days, 14:39:57
2023-08-04 18:45:31,768 semantic_segmentation INFO: Iters: 14270/150000 || Lr: 0.018279 || Task Loss: 0.2627 || KD Loss: 0.1162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:16 || Estimated Time: 2 days, 14:39:34
2023-08-04 18:45:47,642 semantic_segmentation INFO: Iters: 14280/150000 || Lr: 0.018278 || Task Loss: 0.3172 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:32 || Estimated Time: 2 days, 14:39:10
2023-08-04 18:46:03,509 semantic_segmentation INFO: Iters: 14290/150000 || Lr: 0.018277 || Task Loss: 0.3222 || KD Loss: 0.1350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:48 || Estimated Time: 2 days, 14:38:46
2023-08-04 18:46:19,358 semantic_segmentation INFO: Iters: 14300/150000 || Lr: 0.018276 || Task Loss: 0.3107 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:03 || Estimated Time: 2 days, 14:38:22
2023-08-04 18:46:35,205 semantic_segmentation INFO: Iters: 14310/150000 || Lr: 0.018274 || Task Loss: 0.3249 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:19 || Estimated Time: 2 days, 14:37:58
2023-08-04 18:46:51,074 semantic_segmentation INFO: Iters: 14320/150000 || Lr: 0.018273 || Task Loss: 0.3336 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:35 || Estimated Time: 2 days, 14:37:35
2023-08-04 18:47:06,925 semantic_segmentation INFO: Iters: 14330/150000 || Lr: 0.018272 || Task Loss: 0.4926 || KD Loss: 0.1719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:51 || Estimated Time: 2 days, 14:37:11
2023-08-04 18:47:22,778 semantic_segmentation INFO: Iters: 14340/150000 || Lr: 0.018271 || Task Loss: 0.2591 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:07 || Estimated Time: 2 days, 14:36:47
2023-08-04 18:47:38,646 semantic_segmentation INFO: Iters: 14350/150000 || Lr: 0.018270 || Task Loss: 0.4119 || KD Loss: 0.1576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:23 || Estimated Time: 2 days, 14:36:23
2023-08-04 18:47:54,496 semantic_segmentation INFO: Iters: 14360/150000 || Lr: 0.018268 || Task Loss: 0.3209 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:39 || Estimated Time: 2 days, 14:35:59
2023-08-04 18:48:10,359 semantic_segmentation INFO: Iters: 14370/150000 || Lr: 0.018267 || Task Loss: 0.3734 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:54 || Estimated Time: 2 days, 14:35:36
2023-08-04 18:48:26,219 semantic_segmentation INFO: Iters: 14380/150000 || Lr: 0.018266 || Task Loss: 0.5131 || KD Loss: 0.2039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:10 || Estimated Time: 2 days, 14:35:12
2023-08-04 18:48:42,076 semantic_segmentation INFO: Iters: 14390/150000 || Lr: 0.018265 || Task Loss: 0.3723 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:26 || Estimated Time: 2 days, 14:34:48
2023-08-04 18:48:57,917 semantic_segmentation INFO: Iters: 14400/150000 || Lr: 0.018264 || Task Loss: 0.3323 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:42 || Estimated Time: 2 days, 14:34:24
2023-08-04 18:48:57,998 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 18:48:58,816 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.382
2023-08-04 18:48:58,938 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.447
2023-08-04 18:48:59,057 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.456
2023-08-04 18:48:59,174 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.504
2023-08-04 18:48:59,291 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.499
2023-08-04 18:48:59,409 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.499
2023-08-04 18:48:59,525 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.497
2023-08-04 18:48:59,642 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.515
2023-08-04 18:48:59,760 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.520
2023-08-04 18:48:59,879 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.548
2023-08-04 18:48:59,996 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.553
2023-08-04 18:49:00,114 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.574
2023-08-04 18:49:00,231 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.585
2023-08-04 18:49:00,350 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.946, mIoU: 0.581
2023-08-04 18:49:00,471 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.943, mIoU: 0.562
2023-08-04 18:49:00,589 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.556
2023-08-04 18:49:00,707 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.556
2023-08-04 18:49:00,825 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.560
2023-08-04 18:49:00,943 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.566
2023-08-04 18:49:01,061 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.576
2023-08-04 18:49:01,178 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.579
2023-08-04 18:49:01,297 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.597
2023-08-04 18:49:01,415 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.596
2023-08-04 18:49:01,533 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.602
2023-08-04 18:49:01,650 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.614
2023-08-04 18:49:01,767 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.618
2023-08-04 18:49:01,885 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.612
2023-08-04 18:49:02,004 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.608
2023-08-04 18:49:02,124 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.611
2023-08-04 18:49:02,241 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.605
2023-08-04 18:49:02,358 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.604
2023-08-04 18:49:02,475 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.602
2023-08-04 18:49:02,594 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.606
2023-08-04 18:49:02,711 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.605
2023-08-04 18:49:02,829 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.602
2023-08-04 18:49:02,946 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.602
2023-08-04 18:49:03,063 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.601
2023-08-04 18:49:03,182 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 18:49:03,299 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.601
2023-08-04 18:49:03,416 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.601
2023-08-04 18:49:03,533 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.603
2023-08-04 18:49:03,650 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.602
2023-08-04 18:49:03,768 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.603
2023-08-04 18:49:03,888 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.605
2023-08-04 18:49:04,006 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.603
2023-08-04 18:49:04,124 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.602
2023-08-04 18:49:04,244 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.602
2023-08-04 18:49:04,363 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.601
2023-08-04 18:49:04,483 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.934, mIoU: 0.606
2023-08-04 18:49:04,601 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.608
2023-08-04 18:49:04,718 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.608
2023-08-04 18:49:04,838 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.618
2023-08-04 18:49:04,957 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.618
2023-08-04 18:49:05,075 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.619
2023-08-04 18:49:05,192 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.618
2023-08-04 18:49:05,310 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.617
2023-08-04 18:49:05,427 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.618
2023-08-04 18:49:05,546 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.624
2023-08-04 18:49:05,663 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.627
2023-08-04 18:49:05,780 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 18:49:05,898 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.629
2023-08-04 18:49:06,017 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.630
2023-08-04 18:49:06,138 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.628
2023-08-04 18:49:06,256 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.631
2023-08-04 18:49:06,378 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.634
2023-08-04 18:49:06,496 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.635
2023-08-04 18:49:06,613 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.633
2023-08-04 18:49:06,731 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.634
2023-08-04 18:49:06,849 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.633
2023-08-04 18:49:06,969 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.633
2023-08-04 18:49:07,088 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.634
2023-08-04 18:49:07,205 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.633
2023-08-04 18:49:07,326 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.632
2023-08-04 18:49:07,444 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.631
2023-08-04 18:49:07,564 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.633
2023-08-04 18:49:07,683 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.632
2023-08-04 18:49:07,802 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.632
2023-08-04 18:49:07,920 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.631
2023-08-04 18:49:08,040 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.631
2023-08-04 18:49:08,157 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.632
2023-08-04 18:49:08,278 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.634
2023-08-04 18:49:08,396 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.635
2023-08-04 18:49:08,517 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.634
2023-08-04 18:49:08,635 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.630
2023-08-04 18:49:08,754 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.626
2023-08-04 18:49:08,873 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.626
2023-08-04 18:49:08,994 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.625
2023-08-04 18:49:09,112 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.625
2023-08-04 18:49:09,230 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.625
2023-08-04 18:49:09,350 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.625
2023-08-04 18:49:09,471 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.626
2023-08-04 18:49:09,588 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:09,709 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:09,827 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.643
2023-08-04 18:49:09,949 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.643
2023-08-04 18:49:10,065 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.929, mIoU: 0.643
2023-08-04 18:49:10,183 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.642
2023-08-04 18:49:10,302 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.643
2023-08-04 18:49:10,420 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:10,537 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:10,653 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.642
2023-08-04 18:49:10,771 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.641
2023-08-04 18:49:10,888 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.641
2023-08-04 18:49:11,005 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.641
2023-08-04 18:49:11,124 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:11,241 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:11,359 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:11,478 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.642
2023-08-04 18:49:11,596 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.642
2023-08-04 18:49:11,712 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:11,830 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:11,946 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:12,064 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:12,181 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:12,299 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:12,418 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.640
2023-08-04 18:49:12,537 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.642
2023-08-04 18:49:12,655 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.642
2023-08-04 18:49:12,771 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:49:12,890 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:49:13,007 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:49:13,125 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.639
2023-08-04 18:49:13,244 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.638
2023-08-04 18:49:13,361 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.641
2023-08-04 18:49:13,482 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.640
2023-08-04 18:49:13,600 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.642
2023-08-04 18:49:13,718 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.643
2023-08-04 18:49:13,837 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.643
2023-08-04 18:49:13,957 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.643
2023-08-04 18:49:14,077 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.643
2023-08-04 18:49:14,196 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.643
2023-08-04 18:49:14,314 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.643
2023-08-04 18:49:14,435 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.643
2023-08-04 18:49:14,553 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:14,672 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:14,790 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:14,911 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:15,030 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:15,150 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:15,267 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:15,388 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:15,505 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.928, mIoU: 0.641
2023-08-04 18:49:15,623 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.928, mIoU: 0.641
2023-08-04 18:49:15,741 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.928, mIoU: 0.641
2023-08-04 18:49:15,859 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-04 18:49:15,978 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:16,096 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:16,214 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:16,334 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.641
2023-08-04 18:49:16,453 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-04 18:49:16,570 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.641
2023-08-04 18:49:16,689 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:16,807 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:16,925 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:17,043 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.642
2023-08-04 18:49:17,161 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:17,279 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.928, mIoU: 0.643
2023-08-04 18:49:17,398 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:17,517 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:17,637 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 18:49:17,755 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.928, mIoU: 0.641
2023-08-04 18:49:17,873 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.640
2023-08-04 18:49:17,991 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.639
2023-08-04 18:49:18,108 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-04 18:49:18,225 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-04 18:49:18,343 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.928, mIoU: 0.639
2023-08-04 18:49:18,461 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-04 18:49:18,579 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-04 18:49:18,697 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-04 18:49:18,816 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:18,938 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-04 18:49:19,056 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:19,174 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:19,291 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:19,408 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:19,526 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:19,644 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:19,761 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:19,883 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:20,001 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-04 18:49:20,118 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.929, mIoU: 0.640
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2023-08-04 18:49:43,199 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.933, mIoU: 0.631
2023-08-04 18:49:43,317 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.933, mIoU: 0.631
2023-08-04 18:49:43,436 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 18:49:43,553 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 18:49:43,671 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 18:49:43,789 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 18:49:43,908 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 18:49:44,026 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 18:49:44,144 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 18:49:44,262 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.933, mIoU: 0.633
2023-08-04 18:49:44,379 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.934, mIoU: 0.633
2023-08-04 18:49:44,496 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.934, mIoU: 0.633
2023-08-04 18:49:44,614 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.934, mIoU: 0.633
2023-08-04 18:49:44,731 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-04 18:49:44,850 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-04 18:49:44,970 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-04 18:49:45,088 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-04 18:49:45,205 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-04 18:49:45,323 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-04 18:49:45,443 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-04 18:49:45,560 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-04 18:49:45,680 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-04 18:49:45,798 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.934, mIoU: 0.635
2023-08-04 18:49:45,916 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.935, mIoU: 0.635
2023-08-04 18:49:46,037 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.935, mIoU: 0.634
2023-08-04 18:49:46,155 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.935, mIoU: 0.634
2023-08-04 18:49:46,273 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.935, mIoU: 0.634
2023-08-04 18:49:46,392 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.935, mIoU: 0.634
2023-08-04 18:49:46,513 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.935, mIoU: 0.635
2023-08-04 18:49:46,632 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.935, mIoU: 0.635
2023-08-04 18:49:46,749 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.935, mIoU: 0.635
2023-08-04 18:49:46,868 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.935, mIoU: 0.635
2023-08-04 18:49:46,989 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.935, mIoU: 0.635
2023-08-04 18:49:47,107 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.935, mIoU: 0.636
2023-08-04 18:49:47,225 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.935, mIoU: 0.636
2023-08-04 18:49:47,344 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.935, mIoU: 0.636
2023-08-04 18:49:47,462 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.935, mIoU: 0.636
2023-08-04 18:49:47,581 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.935, mIoU: 0.636
2023-08-04 18:49:47,699 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.935, mIoU: 0.636
2023-08-04 18:49:47,817 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.935, mIoU: 0.636
2023-08-04 18:49:47,936 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:48,055 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:48,176 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:48,294 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:48,412 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:48,531 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:48,649 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:48,768 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:48,887 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:49,004 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:49,121 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:49,240 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:49,357 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:49,476 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.936, mIoU: 0.637
2023-08-04 18:49:49,593 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.936, mIoU: 0.637
2023-08-04 18:49:49,711 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:49,830 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:49,949 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 18:49:50,066 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.936, mIoU: 0.637
2023-08-04 18:49:50,184 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:50,303 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:50,423 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:50,541 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:50,659 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:50,777 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:50,894 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:51,011 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:51,130 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:51,248 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:51,368 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:51,486 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:51,605 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:51,723 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:51,842 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:51,962 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:52,080 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:52,198 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:52,316 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.937, mIoU: 0.637
2023-08-04 18:49:52,435 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 18:49:52,553 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 18:49:52,671 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.639
2023-08-04 18:49:52,790 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.639
2023-08-04 18:49:52,909 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.938, mIoU: 0.639
2023-08-04 18:49:53,023 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.938, mIoU: 0.640
2023-08-04 18:49:53,140 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.938, mIoU: 0.640
2023-08-04 18:49:53,258 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.938, mIoU: 0.640
2023-08-04 18:49:53,376 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.938, mIoU: 0.640
2023-08-04 18:49:53,494 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.938, mIoU: 0.640
2023-08-04 18:49:53,615 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.938, mIoU: 0.640
2023-08-04 18:49:53,732 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.938, mIoU: 0.640
2023-08-04 18:49:53,850 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:53,969 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:54,087 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:54,205 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:54,323 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:54,441 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.640
2023-08-04 18:49:54,559 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.640
2023-08-04 18:49:54,677 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:54,792 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:54,911 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:55,028 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:55,148 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:55,265 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:55,383 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:55,502 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:55,621 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:55,739 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:55,858 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-04 18:49:55,976 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-04 18:49:56,094 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-04 18:49:56,211 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.642
2023-08-04 18:49:56,329 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.642
2023-08-04 18:49:56,449 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.939, mIoU: 0.642
2023-08-04 18:49:56,566 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.939, mIoU: 0.642
2023-08-04 18:49:56,683 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.939, mIoU: 0.642
2023-08-04 18:49:56,801 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-04 18:49:56,919 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-04 18:49:57,036 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-04 18:49:57,153 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-04 18:49:57,271 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-04 18:49:57,390 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-04 18:49:57,508 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-04 18:49:57,626 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-04 18:49:57,743 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-04 18:50:14,012 semantic_segmentation INFO: Iters: 14410/150000 || Lr: 0.018262 || Task Loss: 0.2469 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:58 || Estimated Time: 2 days, 14:43:27
2023-08-04 18:50:29,869 semantic_segmentation INFO: Iters: 14420/150000 || Lr: 0.018261 || Task Loss: 0.2222 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:14 || Estimated Time: 2 days, 14:43:03
2023-08-04 18:50:45,738 semantic_segmentation INFO: Iters: 14430/150000 || Lr: 0.018260 || Task Loss: 0.3476 || KD Loss: 0.1701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:30 || Estimated Time: 2 days, 14:42:39
2023-08-04 18:51:01,620 semantic_segmentation INFO: Iters: 14440/150000 || Lr: 0.018259 || Task Loss: 0.3097 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:46 || Estimated Time: 2 days, 14:42:15
2023-08-04 18:51:17,472 semantic_segmentation INFO: Iters: 14450/150000 || Lr: 0.018257 || Task Loss: 0.2031 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:02 || Estimated Time: 2 days, 14:41:51
2023-08-04 18:51:33,353 semantic_segmentation INFO: Iters: 14460/150000 || Lr: 0.018256 || Task Loss: 0.2125 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:17 || Estimated Time: 2 days, 14:41:27
2023-08-04 18:51:49,221 semantic_segmentation INFO: Iters: 14470/150000 || Lr: 0.018255 || Task Loss: 0.4578 || KD Loss: 0.1897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:33 || Estimated Time: 2 days, 14:41:03
2023-08-04 18:52:05,100 semantic_segmentation INFO: Iters: 14480/150000 || Lr: 0.018254 || Task Loss: 0.2671 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:49 || Estimated Time: 2 days, 14:40:39
2023-08-04 18:52:20,973 semantic_segmentation INFO: Iters: 14490/150000 || Lr: 0.018253 || Task Loss: 0.3236 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:42:05 || Estimated Time: 2 days, 14:40:16
2023-08-04 18:52:36,839 semantic_segmentation INFO: Iters: 14500/150000 || Lr: 0.018251 || Task Loss: 0.2655 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:42:21 || Estimated Time: 2 days, 14:39:52
2023-08-04 18:52:52,699 semantic_segmentation INFO: Iters: 14510/150000 || Lr: 0.018250 || Task Loss: 0.2855 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:42:37 || Estimated Time: 2 days, 14:39:28
2023-08-04 18:53:08,561 semantic_segmentation INFO: Iters: 14520/150000 || Lr: 0.018249 || Task Loss: 0.3115 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:39:04
2023-08-04 18:53:24,417 semantic_segmentation INFO: Iters: 14530/150000 || Lr: 0.018248 || Task Loss: 0.2583 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:08 || Estimated Time: 2 days, 14:38:39
2023-08-04 18:53:40,275 semantic_segmentation INFO: Iters: 14540/150000 || Lr: 0.018247 || Task Loss: 0.3264 || KD Loss: 0.1235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:24 || Estimated Time: 2 days, 14:38:16
2023-08-04 18:53:56,121 semantic_segmentation INFO: Iters: 14550/150000 || Lr: 0.018245 || Task Loss: 0.1979 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:40 || Estimated Time: 2 days, 14:37:51
2023-08-04 18:54:11,977 semantic_segmentation INFO: Iters: 14560/150000 || Lr: 0.018244 || Task Loss: 0.2362 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:56 || Estimated Time: 2 days, 14:37:27
2023-08-04 18:54:27,842 semantic_segmentation INFO: Iters: 14570/150000 || Lr: 0.018243 || Task Loss: 0.3299 || KD Loss: 0.1742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:44:12 || Estimated Time: 2 days, 14:37:03
2023-08-04 18:54:43,702 semantic_segmentation INFO: Iters: 14580/150000 || Lr: 0.018242 || Task Loss: 0.3324 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:44:28 || Estimated Time: 2 days, 14:36:40
2023-08-04 18:54:59,539 semantic_segmentation INFO: Iters: 14590/150000 || Lr: 0.018240 || Task Loss: 0.2683 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:44:44 || Estimated Time: 2 days, 14:36:15
2023-08-04 18:55:15,388 semantic_segmentation INFO: Iters: 14600/150000 || Lr: 0.018239 || Task Loss: 0.3687 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:44:59 || Estimated Time: 2 days, 14:35:51
2023-08-04 18:55:31,239 semantic_segmentation INFO: Iters: 14610/150000 || Lr: 0.018238 || Task Loss: 0.3503 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:45:15 || Estimated Time: 2 days, 14:35:27
2023-08-04 18:55:47,103 semantic_segmentation INFO: Iters: 14620/150000 || Lr: 0.018237 || Task Loss: 0.4868 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:45:31 || Estimated Time: 2 days, 14:35:04
2023-08-04 18:56:02,952 semantic_segmentation INFO: Iters: 14630/150000 || Lr: 0.018236 || Task Loss: 0.3224 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:45:47 || Estimated Time: 2 days, 14:34:40
2023-08-04 18:56:18,802 semantic_segmentation INFO: Iters: 14640/150000 || Lr: 0.018234 || Task Loss: 0.1902 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:03 || Estimated Time: 2 days, 14:34:16
2023-08-04 18:56:34,657 semantic_segmentation INFO: Iters: 14650/150000 || Lr: 0.018233 || Task Loss: 1.1873 || KD Loss: 0.5210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:19 || Estimated Time: 2 days, 14:33:52
2023-08-04 18:56:50,491 semantic_segmentation INFO: Iters: 14660/150000 || Lr: 0.018232 || Task Loss: 0.3505 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:35 || Estimated Time: 2 days, 14:33:28
2023-08-04 18:57:06,347 semantic_segmentation INFO: Iters: 14670/150000 || Lr: 0.018231 || Task Loss: 0.3218 || KD Loss: 0.1558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:50 || Estimated Time: 2 days, 14:33:04
2023-08-04 18:57:22,189 semantic_segmentation INFO: Iters: 14680/150000 || Lr: 0.018230 || Task Loss: 0.3286 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:06 || Estimated Time: 2 days, 14:32:40
2023-08-04 18:57:38,035 semantic_segmentation INFO: Iters: 14690/150000 || Lr: 0.018228 || Task Loss: 0.2109 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:22 || Estimated Time: 2 days, 14:32:16
2023-08-04 18:57:53,875 semantic_segmentation INFO: Iters: 14700/150000 || Lr: 0.018227 || Task Loss: 0.3128 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:38 || Estimated Time: 2 days, 14:31:52
2023-08-04 18:58:09,709 semantic_segmentation INFO: Iters: 14710/150000 || Lr: 0.018226 || Task Loss: 0.2207 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:54 || Estimated Time: 2 days, 14:31:28
2023-08-04 18:58:25,531 semantic_segmentation INFO: Iters: 14720/150000 || Lr: 0.018225 || Task Loss: 0.1787 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:10 || Estimated Time: 2 days, 14:31:04
2023-08-04 18:58:41,349 semantic_segmentation INFO: Iters: 14730/150000 || Lr: 0.018224 || Task Loss: 0.4629 || KD Loss: 0.1657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:25 || Estimated Time: 2 days, 14:30:40
2023-08-04 18:58:57,195 semantic_segmentation INFO: Iters: 14740/150000 || Lr: 0.018222 || Task Loss: 0.2666 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:41 || Estimated Time: 2 days, 14:30:16
2023-08-04 18:59:13,066 semantic_segmentation INFO: Iters: 14750/150000 || Lr: 0.018221 || Task Loss: 0.1794 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:57 || Estimated Time: 2 days, 14:29:52
2023-08-04 18:59:28,912 semantic_segmentation INFO: Iters: 14760/150000 || Lr: 0.018220 || Task Loss: 0.3074 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:13 || Estimated Time: 2 days, 14:29:28
2023-08-04 18:59:44,754 semantic_segmentation INFO: Iters: 14770/150000 || Lr: 0.018219 || Task Loss: 0.2556 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:29 || Estimated Time: 2 days, 14:29:04
2023-08-04 19:00:00,642 semantic_segmentation INFO: Iters: 14780/150000 || Lr: 0.018217 || Task Loss: 0.2247 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:45 || Estimated Time: 2 days, 14:28:41
2023-08-04 19:00:16,534 semantic_segmentation INFO: Iters: 14790/150000 || Lr: 0.018216 || Task Loss: 0.2703 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:50:01 || Estimated Time: 2 days, 14:28:17
2023-08-04 19:00:32,427 semantic_segmentation INFO: Iters: 14800/150000 || Lr: 0.018215 || Task Loss: 0.2829 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:50:16 || Estimated Time: 2 days, 14:27:54
2023-08-04 19:00:48,315 semantic_segmentation INFO: Iters: 14810/150000 || Lr: 0.018214 || Task Loss: 0.4993 || KD Loss: 0.2134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:50:32 || Estimated Time: 2 days, 14:27:30
2023-08-04 19:01:04,211 semantic_segmentation INFO: Iters: 14820/150000 || Lr: 0.018213 || Task Loss: 0.2477 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:27:07
2023-08-04 19:01:20,088 semantic_segmentation INFO: Iters: 14830/150000 || Lr: 0.018211 || Task Loss: 0.2667 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:26:44
2023-08-04 19:01:35,977 semantic_segmentation INFO: Iters: 14840/150000 || Lr: 0.018210 || Task Loss: 0.4092 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:26:20
2023-08-04 19:01:51,875 semantic_segmentation INFO: Iters: 14850/150000 || Lr: 0.018209 || Task Loss: 0.2519 || KD Loss: 0.1507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:51:36 || Estimated Time: 2 days, 14:25:57
2023-08-04 19:02:07,747 semantic_segmentation INFO: Iters: 14860/150000 || Lr: 0.018208 || Task Loss: 0.2541 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:51:52 || Estimated Time: 2 days, 14:25:33
2023-08-04 19:02:23,624 semantic_segmentation INFO: Iters: 14870/150000 || Lr: 0.018207 || Task Loss: 0.2663 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:08 || Estimated Time: 2 days, 14:25:10
2023-08-04 19:02:39,488 semantic_segmentation INFO: Iters: 14880/150000 || Lr: 0.018205 || Task Loss: 0.4702 || KD Loss: 0.2921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:24 || Estimated Time: 2 days, 14:24:46
2023-08-04 19:02:55,323 semantic_segmentation INFO: Iters: 14890/150000 || Lr: 0.018204 || Task Loss: 0.2627 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:39 || Estimated Time: 2 days, 14:24:23
2023-08-04 19:03:11,173 semantic_segmentation INFO: Iters: 14900/150000 || Lr: 0.018203 || Task Loss: 0.3038 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:55 || Estimated Time: 2 days, 14:23:59
2023-08-04 19:03:27,053 semantic_segmentation INFO: Iters: 14910/150000 || Lr: 0.018202 || Task Loss: 0.2599 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:53:11 || Estimated Time: 2 days, 14:23:35
2023-08-04 19:03:42,891 semantic_segmentation INFO: Iters: 14920/150000 || Lr: 0.018200 || Task Loss: 0.3858 || KD Loss: 0.1294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:53:27 || Estimated Time: 2 days, 14:23:12
2023-08-04 19:03:58,762 semantic_segmentation INFO: Iters: 14930/150000 || Lr: 0.018199 || Task Loss: 0.7956 || KD Loss: 0.4819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:53:43 || Estimated Time: 2 days, 14:22:48
2023-08-04 19:04:14,609 semantic_segmentation INFO: Iters: 14940/150000 || Lr: 0.018198 || Task Loss: 0.3459 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:53:59 || Estimated Time: 2 days, 14:22:25
2023-08-04 19:04:30,441 semantic_segmentation INFO: Iters: 14950/150000 || Lr: 0.018197 || Task Loss: 0.2633 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:14 || Estimated Time: 2 days, 14:22:01
2023-08-04 19:04:46,289 semantic_segmentation INFO: Iters: 14960/150000 || Lr: 0.018196 || Task Loss: 0.2805 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:30 || Estimated Time: 2 days, 14:21:37
2023-08-04 19:05:02,150 semantic_segmentation INFO: Iters: 14970/150000 || Lr: 0.018194 || Task Loss: 0.3198 || KD Loss: 0.1252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:46 || Estimated Time: 2 days, 14:21:14
2023-08-04 19:05:17,985 semantic_segmentation INFO: Iters: 14980/150000 || Lr: 0.018193 || Task Loss: 0.3079 || KD Loss: 0.1703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:02 || Estimated Time: 2 days, 14:20:50
2023-08-04 19:05:33,834 semantic_segmentation INFO: Iters: 14990/150000 || Lr: 0.018192 || Task Loss: 0.3626 || KD Loss: 0.2579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:18 || Estimated Time: 2 days, 14:20:26
2023-08-04 19:05:49,687 semantic_segmentation INFO: Iters: 15000/150000 || Lr: 0.018191 || Task Loss: 0.2819 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:34 || Estimated Time: 2 days, 14:20:03
2023-08-04 19:06:05,537 semantic_segmentation INFO: Iters: 15010/150000 || Lr: 0.018190 || Task Loss: 0.3601 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:50 || Estimated Time: 2 days, 14:19:39
2023-08-04 19:06:21,380 semantic_segmentation INFO: Iters: 15020/150000 || Lr: 0.018188 || Task Loss: 0.3274 || KD Loss: 0.2294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:05 || Estimated Time: 2 days, 14:19:16
2023-08-04 19:06:37,220 semantic_segmentation INFO: Iters: 15030/150000 || Lr: 0.018187 || Task Loss: 0.4414 || KD Loss: 0.1763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:21 || Estimated Time: 2 days, 14:18:52
2023-08-04 19:06:53,066 semantic_segmentation INFO: Iters: 15040/150000 || Lr: 0.018186 || Task Loss: 0.4378 || KD Loss: 0.1647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:37 || Estimated Time: 2 days, 14:18:28
2023-08-04 19:07:08,944 semantic_segmentation INFO: Iters: 15050/150000 || Lr: 0.018185 || Task Loss: 0.2290 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:53 || Estimated Time: 2 days, 14:18:05
2023-08-04 19:07:24,817 semantic_segmentation INFO: Iters: 15060/150000 || Lr: 0.018183 || Task Loss: 0.2690 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:57:09 || Estimated Time: 2 days, 14:17:42
2023-08-04 19:07:40,665 semantic_segmentation INFO: Iters: 15070/150000 || Lr: 0.018182 || Task Loss: 0.2908 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:57:25 || Estimated Time: 2 days, 14:17:18
2023-08-04 19:07:56,510 semantic_segmentation INFO: Iters: 15080/150000 || Lr: 0.018181 || Task Loss: 0.6463 || KD Loss: 0.1757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:57:41 || Estimated Time: 2 days, 14:16:55
2023-08-04 19:08:12,377 semantic_segmentation INFO: Iters: 15090/150000 || Lr: 0.018180 || Task Loss: 0.6549 || KD Loss: 0.3291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:57:56 || Estimated Time: 2 days, 14:16:31
2023-08-04 19:08:28,222 semantic_segmentation INFO: Iters: 15100/150000 || Lr: 0.018179 || Task Loss: 0.3487 || KD Loss: 0.1745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:12 || Estimated Time: 2 days, 14:16:08
2023-08-04 19:08:44,083 semantic_segmentation INFO: Iters: 15110/150000 || Lr: 0.018177 || Task Loss: 0.3850 || KD Loss: 0.1567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:28 || Estimated Time: 2 days, 14:15:44
2023-08-04 19:08:59,951 semantic_segmentation INFO: Iters: 15120/150000 || Lr: 0.018176 || Task Loss: 0.3781 || KD Loss: 0.1504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:44 || Estimated Time: 2 days, 14:15:21
2023-08-04 19:09:15,820 semantic_segmentation INFO: Iters: 15130/150000 || Lr: 0.018175 || Task Loss: 0.3352 || KD Loss: 0.1463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:59:00 || Estimated Time: 2 days, 14:14:58
2023-08-04 19:09:31,675 semantic_segmentation INFO: Iters: 15140/150000 || Lr: 0.018174 || Task Loss: 0.2541 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:59:16 || Estimated Time: 2 days, 14:14:34
2023-08-04 19:09:47,529 semantic_segmentation INFO: Iters: 15150/150000 || Lr: 0.018173 || Task Loss: 0.4306 || KD Loss: 0.1901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:59:32 || Estimated Time: 2 days, 14:14:11
2023-08-04 19:10:03,397 semantic_segmentation INFO: Iters: 15160/150000 || Lr: 0.018171 || Task Loss: 0.5519 || KD Loss: 0.3838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:13:48
2023-08-04 19:10:19,248 semantic_segmentation INFO: Iters: 15170/150000 || Lr: 0.018170 || Task Loss: 0.5054 || KD Loss: 0.2050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:13:24
2023-08-04 19:10:35,093 semantic_segmentation INFO: Iters: 15180/150000 || Lr: 0.018169 || Task Loss: 0.3834 || KD Loss: 0.1942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:13:01
2023-08-04 19:10:50,939 semantic_segmentation INFO: Iters: 15190/150000 || Lr: 0.018168 || Task Loss: 0.2605 || KD Loss: 0.1302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:00:35 || Estimated Time: 2 days, 14:12:38
2023-08-04 19:11:06,806 semantic_segmentation INFO: Iters: 15200/150000 || Lr: 0.018167 || Task Loss: 0.4552 || KD Loss: 0.2010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:00:51 || Estimated Time: 2 days, 14:12:14
2023-08-04 19:11:06,882 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 19:11:07,674 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.933, mIoU: 0.351
2023-08-04 19:11:07,801 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.949, mIoU: 0.435
2023-08-04 19:11:07,918 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.950, mIoU: 0.437
2023-08-04 19:11:08,036 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.462
2023-08-04 19:11:08,153 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.460
2023-08-04 19:11:08,270 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.468
2023-08-04 19:11:08,387 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.517
2023-08-04 19:11:08,504 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.510
2023-08-04 19:11:08,621 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.533
2023-08-04 19:11:08,740 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.944, mIoU: 0.532
2023-08-04 19:11:08,859 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.541
2023-08-04 19:11:08,977 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.567
2023-08-04 19:11:09,097 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.936, mIoU: 0.557
2023-08-04 19:11:09,214 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.934, mIoU: 0.554
2023-08-04 19:11:09,333 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.929, mIoU: 0.554
2023-08-04 19:11:09,451 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.927, mIoU: 0.547
2023-08-04 19:11:09,567 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.926, mIoU: 0.539
2023-08-04 19:11:09,685 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.926, mIoU: 0.539
2023-08-04 19:11:09,803 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.548
2023-08-04 19:11:09,922 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.926, mIoU: 0.557
2023-08-04 19:11:10,038 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.559
2023-08-04 19:11:10,157 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.913, mIoU: 0.550
2023-08-04 19:11:10,276 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.914, mIoU: 0.548
2023-08-04 19:11:10,394 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.912, mIoU: 0.558
2023-08-04 19:11:10,512 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.910, mIoU: 0.572
2023-08-04 19:11:10,630 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.911, mIoU: 0.575
2023-08-04 19:11:10,747 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.566
2023-08-04 19:11:10,865 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.911, mIoU: 0.564
2023-08-04 19:11:10,982 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.906, mIoU: 0.561
2023-08-04 19:11:11,100 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.906, mIoU: 0.560
2023-08-04 19:11:11,217 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.907, mIoU: 0.560
2023-08-04 19:11:11,336 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.905, mIoU: 0.559
2023-08-04 19:11:11,453 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.907, mIoU: 0.562
2023-08-04 19:11:11,570 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.907, mIoU: 0.562
2023-08-04 19:11:11,688 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.907, mIoU: 0.558
2023-08-04 19:11:11,806 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.907, mIoU: 0.556
2023-08-04 19:11:11,924 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.908, mIoU: 0.556
2023-08-04 19:11:12,044 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.907, mIoU: 0.556
2023-08-04 19:11:12,161 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.907, mIoU: 0.560
2023-08-04 19:11:12,278 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.561
2023-08-04 19:11:12,395 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.908, mIoU: 0.558
2023-08-04 19:11:12,515 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.909, mIoU: 0.557
2023-08-04 19:11:12,633 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.910, mIoU: 0.559
2023-08-04 19:11:12,751 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.910, mIoU: 0.560
2023-08-04 19:11:12,872 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.911, mIoU: 0.558
2023-08-04 19:11:12,991 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.911, mIoU: 0.557
2023-08-04 19:11:13,109 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.912, mIoU: 0.556
2023-08-04 19:11:13,227 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.913, mIoU: 0.555
2023-08-04 19:11:13,346 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.913, mIoU: 0.559
2023-08-04 19:11:13,464 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.913, mIoU: 0.560
2023-08-04 19:11:13,582 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.559
2023-08-04 19:11:13,700 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.910, mIoU: 0.556
2023-08-04 19:11:13,817 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.909, mIoU: 0.554
2023-08-04 19:11:13,933 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.908, mIoU: 0.550
2023-08-04 19:11:14,050 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.906, mIoU: 0.548
2023-08-04 19:11:14,167 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.907, mIoU: 0.555
2023-08-04 19:11:14,283 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.907, mIoU: 0.556
2023-08-04 19:11:14,401 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.908, mIoU: 0.562
2023-08-04 19:11:14,520 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.907, mIoU: 0.564
2023-08-04 19:11:14,637 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.908, mIoU: 0.563
2023-08-04 19:11:14,754 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.907, mIoU: 0.565
2023-08-04 19:11:14,873 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.907, mIoU: 0.567
2023-08-04 19:11:14,991 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.907, mIoU: 0.566
2023-08-04 19:11:15,108 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.908, mIoU: 0.572
2023-08-04 19:11:15,225 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.906, mIoU: 0.571
2023-08-04 19:11:15,343 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.906, mIoU: 0.571
2023-08-04 19:11:15,459 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.904, mIoU: 0.567
2023-08-04 19:11:15,578 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.903, mIoU: 0.566
2023-08-04 19:11:15,695 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.903, mIoU: 0.565
2023-08-04 19:11:15,814 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.903, mIoU: 0.566
2023-08-04 19:11:15,934 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.904, mIoU: 0.567
2023-08-04 19:11:16,052 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.904, mIoU: 0.566
2023-08-04 19:11:16,170 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.904, mIoU: 0.564
2023-08-04 19:11:16,289 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.905, mIoU: 0.564
2023-08-04 19:11:16,411 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.905, mIoU: 0.566
2023-08-04 19:11:16,528 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.905, mIoU: 0.565
2023-08-04 19:11:16,648 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.905, mIoU: 0.565
2023-08-04 19:11:16,765 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.905, mIoU: 0.565
2023-08-04 19:11:16,883 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.906, mIoU: 0.566
2023-08-04 19:11:17,000 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.906, mIoU: 0.567
2023-08-04 19:11:17,119 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.906, mIoU: 0.569
2023-08-04 19:11:17,236 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.906, mIoU: 0.569
2023-08-04 19:11:17,357 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.906, mIoU: 0.569
2023-08-04 19:11:17,474 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.905, mIoU: 0.565
2023-08-04 19:11:17,594 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.903, mIoU: 0.562
2023-08-04 19:11:17,713 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.902, mIoU: 0.562
2023-08-04 19:11:17,833 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.902, mIoU: 0.561
2023-08-04 19:11:17,952 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.903, mIoU: 0.561
2023-08-04 19:11:18,072 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.902, mIoU: 0.560
2023-08-04 19:11:18,190 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.903, mIoU: 0.560
2023-08-04 19:11:18,308 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.903, mIoU: 0.561
2023-08-04 19:11:18,425 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.902, mIoU: 0.567
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2023-08-04 19:11:18,663 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.904, mIoU: 0.568
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2023-08-04 19:11:19,016 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.904, mIoU: 0.566
2023-08-04 19:11:19,134 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.904, mIoU: 0.566
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2023-08-04 19:11:20,318 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.903, mIoU: 0.568
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2023-08-04 19:11:22,202 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.900, mIoU: 0.570
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2023-08-04 19:11:22,559 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.900, mIoU: 0.575
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2023-08-04 19:11:23,981 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.903, mIoU: 0.572
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2023-08-04 19:11:30,108 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.906, mIoU: 0.562
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2023-08-04 19:11:34,015 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.909, mIoU: 0.561
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2023-08-04 19:11:59,941 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.918, mIoU: 0.567
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2023-08-04 19:12:01,240 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.919, mIoU: 0.569
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2023-08-04 19:12:05,247 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.920, mIoU: 0.570
2023-08-04 19:12:05,365 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.920, mIoU: 0.570
2023-08-04 19:12:05,482 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.920, mIoU: 0.571
2023-08-04 19:12:05,600 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.920, mIoU: 0.571
2023-08-04 19:12:05,719 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.920, mIoU: 0.571
2023-08-04 19:12:05,837 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.920, mIoU: 0.571
2023-08-04 19:12:05,955 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.920, mIoU: 0.571
2023-08-04 19:12:06,073 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.920, mIoU: 0.571
2023-08-04 19:12:06,190 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.920, mIoU: 0.572
2023-08-04 19:12:06,308 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.920, mIoU: 0.572
2023-08-04 19:12:06,427 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.921, mIoU: 0.572
2023-08-04 19:12:06,544 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.921, mIoU: 0.572
2023-08-04 19:12:22,526 semantic_segmentation INFO: Iters: 15210/150000 || Lr: 0.018165 || Task Loss: 0.5109 || KD Loss: 0.2259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:07 || Estimated Time: 2 days, 14:20:42
2023-08-04 19:12:38,380 semantic_segmentation INFO: Iters: 15220/150000 || Lr: 0.018164 || Task Loss: 0.6220 || KD Loss: 0.3649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:22 || Estimated Time: 2 days, 14:20:18
2023-08-04 19:12:54,242 semantic_segmentation INFO: Iters: 15230/150000 || Lr: 0.018163 || Task Loss: 0.3426 || KD Loss: 0.2288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:38 || Estimated Time: 2 days, 14:19:54
2023-08-04 19:13:10,135 semantic_segmentation INFO: Iters: 15240/150000 || Lr: 0.018162 || Task Loss: 0.2964 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:54 || Estimated Time: 2 days, 14:19:31
2023-08-04 19:13:26,001 semantic_segmentation INFO: Iters: 15250/150000 || Lr: 0.018160 || Task Loss: 0.2676 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:10 || Estimated Time: 2 days, 14:19:07
2023-08-04 19:13:41,868 semantic_segmentation INFO: Iters: 15260/150000 || Lr: 0.018159 || Task Loss: 0.4326 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:26 || Estimated Time: 2 days, 14:18:44
2023-08-04 19:13:57,721 semantic_segmentation INFO: Iters: 15270/150000 || Lr: 0.018158 || Task Loss: 0.5394 || KD Loss: 0.1711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:42 || Estimated Time: 2 days, 14:18:20
2023-08-04 19:14:13,595 semantic_segmentation INFO: Iters: 15280/150000 || Lr: 0.018157 || Task Loss: 0.2770 || KD Loss: 0.1383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:58 || Estimated Time: 2 days, 14:17:57
2023-08-04 19:14:29,458 semantic_segmentation INFO: Iters: 15290/150000 || Lr: 0.018156 || Task Loss: 0.4774 || KD Loss: 0.4292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:13 || Estimated Time: 2 days, 14:17:33
2023-08-04 19:14:45,328 semantic_segmentation INFO: Iters: 15300/150000 || Lr: 0.018154 || Task Loss: 0.2158 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:29 || Estimated Time: 2 days, 14:17:10
2023-08-04 19:15:01,206 semantic_segmentation INFO: Iters: 15310/150000 || Lr: 0.018153 || Task Loss: 0.2454 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:45 || Estimated Time: 2 days, 14:16:46
2023-08-04 19:15:17,090 semantic_segmentation INFO: Iters: 15320/150000 || Lr: 0.018152 || Task Loss: 0.3160 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:01 || Estimated Time: 2 days, 14:16:23
2023-08-04 19:15:32,990 semantic_segmentation INFO: Iters: 15330/150000 || Lr: 0.018151 || Task Loss: 0.2959 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:17 || Estimated Time: 2 days, 14:16:00
2023-08-04 19:15:48,901 semantic_segmentation INFO: Iters: 15340/150000 || Lr: 0.018150 || Task Loss: 0.3004 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:33 || Estimated Time: 2 days, 14:15:36
2023-08-04 19:16:04,813 semantic_segmentation INFO: Iters: 15350/150000 || Lr: 0.018148 || Task Loss: 0.3530 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:49 || Estimated Time: 2 days, 14:15:13
2023-08-04 19:16:20,718 semantic_segmentation INFO: Iters: 15360/150000 || Lr: 0.018147 || Task Loss: 0.7556 || KD Loss: 0.3656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:05 || Estimated Time: 2 days, 14:14:50
2023-08-04 19:16:36,605 semantic_segmentation INFO: Iters: 15370/150000 || Lr: 0.018146 || Task Loss: 0.3882 || KD Loss: 0.2100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:21 || Estimated Time: 2 days, 14:14:27
2023-08-04 19:16:52,515 semantic_segmentation INFO: Iters: 15380/150000 || Lr: 0.018145 || Task Loss: 0.3737 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:37 || Estimated Time: 2 days, 14:14:04
2023-08-04 19:17:08,390 semantic_segmentation INFO: Iters: 15390/150000 || Lr: 0.018143 || Task Loss: 0.3723 || KD Loss: 0.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:52 || Estimated Time: 2 days, 14:13:41
2023-08-04 19:17:24,300 semantic_segmentation INFO: Iters: 15400/150000 || Lr: 0.018142 || Task Loss: 0.3870 || KD Loss: 0.1472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:08 || Estimated Time: 2 days, 14:13:17
2023-08-04 19:17:40,210 semantic_segmentation INFO: Iters: 15410/150000 || Lr: 0.018141 || Task Loss: 0.3471 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:24 || Estimated Time: 2 days, 14:12:54
2023-08-04 19:17:56,110 semantic_segmentation INFO: Iters: 15420/150000 || Lr: 0.018140 || Task Loss: 0.4957 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:40 || Estimated Time: 2 days, 14:12:31
2023-08-04 19:18:11,998 semantic_segmentation INFO: Iters: 15430/150000 || Lr: 0.018139 || Task Loss: 0.2305 || KD Loss: 0.1660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:56 || Estimated Time: 2 days, 14:12:08
2023-08-04 19:18:27,859 semantic_segmentation INFO: Iters: 15440/150000 || Lr: 0.018137 || Task Loss: 0.2896 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:12 || Estimated Time: 2 days, 14:11:45
2023-08-04 19:18:43,713 semantic_segmentation INFO: Iters: 15450/150000 || Lr: 0.018136 || Task Loss: 0.2217 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:28 || Estimated Time: 2 days, 14:11:21
2023-08-04 19:18:59,556 semantic_segmentation INFO: Iters: 15460/150000 || Lr: 0.018135 || Task Loss: 0.2631 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:44 || Estimated Time: 2 days, 14:10:58
2023-08-04 19:19:15,409 semantic_segmentation INFO: Iters: 15470/150000 || Lr: 0.018134 || Task Loss: 0.1788 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:59 || Estimated Time: 2 days, 14:10:34
2023-08-04 19:19:31,274 semantic_segmentation INFO: Iters: 15480/150000 || Lr: 0.018133 || Task Loss: 0.5238 || KD Loss: 0.2787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:15 || Estimated Time: 2 days, 14:10:11
2023-08-04 19:19:47,118 semantic_segmentation INFO: Iters: 15490/150000 || Lr: 0.018131 || Task Loss: 0.3325 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:31 || Estimated Time: 2 days, 14:09:47
2023-08-04 19:20:02,991 semantic_segmentation INFO: Iters: 15500/150000 || Lr: 0.018130 || Task Loss: 0.3462 || KD Loss: 0.1518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:47 || Estimated Time: 2 days, 14:09:24
2023-08-04 19:20:18,819 semantic_segmentation INFO: Iters: 15510/150000 || Lr: 0.018129 || Task Loss: 0.2968 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:03 || Estimated Time: 2 days, 14:09:00
2023-08-04 19:20:34,665 semantic_segmentation INFO: Iters: 15520/150000 || Lr: 0.018128 || Task Loss: 0.2827 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:19 || Estimated Time: 2 days, 14:08:37
2023-08-04 19:20:50,533 semantic_segmentation INFO: Iters: 15530/150000 || Lr: 0.018126 || Task Loss: 0.3605 || KD Loss: 0.2049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:35 || Estimated Time: 2 days, 14:08:14
2023-08-04 19:21:06,370 semantic_segmentation INFO: Iters: 15540/150000 || Lr: 0.018125 || Task Loss: 0.4171 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:50 || Estimated Time: 2 days, 14:07:50
2023-08-04 19:21:22,224 semantic_segmentation INFO: Iters: 15550/150000 || Lr: 0.018124 || Task Loss: 0.3281 || KD Loss: 0.1514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:11:06 || Estimated Time: 2 days, 14:07:27
2023-08-04 19:21:38,088 semantic_segmentation INFO: Iters: 15560/150000 || Lr: 0.018123 || Task Loss: 0.3962 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:11:22 || Estimated Time: 2 days, 14:07:03
2023-08-04 19:21:53,948 semantic_segmentation INFO: Iters: 15570/150000 || Lr: 0.018122 || Task Loss: 0.3940 || KD Loss: 0.1499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:06:40
2023-08-04 19:22:09,824 semantic_segmentation INFO: Iters: 15580/150000 || Lr: 0.018120 || Task Loss: 0.2732 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 14:06:17
2023-08-04 19:22:25,665 semantic_segmentation INFO: Iters: 15590/150000 || Lr: 0.018119 || Task Loss: 0.2660 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:10 || Estimated Time: 2 days, 14:05:54
2023-08-04 19:22:41,518 semantic_segmentation INFO: Iters: 15600/150000 || Lr: 0.018118 || Task Loss: 0.4387 || KD Loss: 0.1705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:26 || Estimated Time: 2 days, 14:05:30
2023-08-04 19:22:57,375 semantic_segmentation INFO: Iters: 15610/150000 || Lr: 0.018117 || Task Loss: 0.5862 || KD Loss: 0.3031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:41 || Estimated Time: 2 days, 14:05:07
2023-08-04 19:23:13,231 semantic_segmentation INFO: Iters: 15620/150000 || Lr: 0.018116 || Task Loss: 0.5781 || KD Loss: 0.1790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:57 || Estimated Time: 2 days, 14:04:44
2023-08-04 19:23:29,101 semantic_segmentation INFO: Iters: 15630/150000 || Lr: 0.018114 || Task Loss: 0.3563 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:13:13 || Estimated Time: 2 days, 14:04:20
2023-08-04 19:23:44,968 semantic_segmentation INFO: Iters: 15640/150000 || Lr: 0.018113 || Task Loss: 0.4513 || KD Loss: 0.2478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:13:29 || Estimated Time: 2 days, 14:03:57
2023-08-04 19:24:00,809 semantic_segmentation INFO: Iters: 15650/150000 || Lr: 0.018112 || Task Loss: 0.4156 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:13:45 || Estimated Time: 2 days, 14:03:34
2023-08-04 19:24:16,663 semantic_segmentation INFO: Iters: 15660/150000 || Lr: 0.018111 || Task Loss: 0.3247 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:01 || Estimated Time: 2 days, 14:03:11
2023-08-04 19:24:32,498 semantic_segmentation INFO: Iters: 15670/150000 || Lr: 0.018110 || Task Loss: 0.2475 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:17 || Estimated Time: 2 days, 14:02:47
2023-08-04 19:24:48,321 semantic_segmentation INFO: Iters: 15680/150000 || Lr: 0.018108 || Task Loss: 0.3978 || KD Loss: 0.1796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:32 || Estimated Time: 2 days, 14:02:24
2023-08-04 19:25:04,169 semantic_segmentation INFO: Iters: 15690/150000 || Lr: 0.018107 || Task Loss: 0.3474 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:48 || Estimated Time: 2 days, 14:02:00
2023-08-04 19:25:20,012 semantic_segmentation INFO: Iters: 15700/150000 || Lr: 0.018106 || Task Loss: 0.5650 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:04 || Estimated Time: 2 days, 14:01:37
2023-08-04 19:25:35,856 semantic_segmentation INFO: Iters: 15710/150000 || Lr: 0.018105 || Task Loss: 0.3849 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:20 || Estimated Time: 2 days, 14:01:14
2023-08-04 19:25:51,695 semantic_segmentation INFO: Iters: 15720/150000 || Lr: 0.018103 || Task Loss: 0.3299 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:36 || Estimated Time: 2 days, 14:00:50
2023-08-04 19:26:07,537 semantic_segmentation INFO: Iters: 15730/150000 || Lr: 0.018102 || Task Loss: 0.3153 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:52 || Estimated Time: 2 days, 14:00:27
2023-08-04 19:26:23,389 semantic_segmentation INFO: Iters: 15740/150000 || Lr: 0.018101 || Task Loss: 0.3607 || KD Loss: 0.2058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:07 || Estimated Time: 2 days, 14:00:04
2023-08-04 19:26:39,241 semantic_segmentation INFO: Iters: 15750/150000 || Lr: 0.018100 || Task Loss: 0.2972 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:23 || Estimated Time: 2 days, 13:59:40
2023-08-04 19:26:55,078 semantic_segmentation INFO: Iters: 15760/150000 || Lr: 0.018099 || Task Loss: 0.3063 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:39 || Estimated Time: 2 days, 13:59:17
2023-08-04 19:27:10,932 semantic_segmentation INFO: Iters: 15770/150000 || Lr: 0.018097 || Task Loss: 0.3579 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:55 || Estimated Time: 2 days, 13:58:54
2023-08-04 19:27:26,766 semantic_segmentation INFO: Iters: 15780/150000 || Lr: 0.018096 || Task Loss: 0.4780 || KD Loss: 0.2017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:11 || Estimated Time: 2 days, 13:58:31
2023-08-04 19:27:42,620 semantic_segmentation INFO: Iters: 15790/150000 || Lr: 0.018095 || Task Loss: 0.3800 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:27 || Estimated Time: 2 days, 13:58:07
2023-08-04 19:27:58,464 semantic_segmentation INFO: Iters: 15800/150000 || Lr: 0.018094 || Task Loss: 0.4832 || KD Loss: 0.2535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:43 || Estimated Time: 2 days, 13:57:44
2023-08-04 19:28:14,330 semantic_segmentation INFO: Iters: 15810/150000 || Lr: 0.018093 || Task Loss: 0.2088 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:58 || Estimated Time: 2 days, 13:57:21
2023-08-04 19:28:30,204 semantic_segmentation INFO: Iters: 15820/150000 || Lr: 0.018091 || Task Loss: 0.2880 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:14 || Estimated Time: 2 days, 13:56:58
2023-08-04 19:28:46,060 semantic_segmentation INFO: Iters: 15830/150000 || Lr: 0.018090 || Task Loss: 0.3862 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:30 || Estimated Time: 2 days, 13:56:35
2023-08-04 19:29:01,927 semantic_segmentation INFO: Iters: 15840/150000 || Lr: 0.018089 || Task Loss: 0.3440 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:46 || Estimated Time: 2 days, 13:56:12
2023-08-04 19:29:17,787 semantic_segmentation INFO: Iters: 15850/150000 || Lr: 0.018088 || Task Loss: 0.3989 || KD Loss: 0.2129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:19:02 || Estimated Time: 2 days, 13:55:49
2023-08-04 19:29:33,662 semantic_segmentation INFO: Iters: 15860/150000 || Lr: 0.018086 || Task Loss: 0.5203 || KD Loss: 0.3014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:19:18 || Estimated Time: 2 days, 13:55:26
2023-08-04 19:29:49,513 semantic_segmentation INFO: Iters: 15870/150000 || Lr: 0.018085 || Task Loss: 0.3947 || KD Loss: 0.1863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:19:34 || Estimated Time: 2 days, 13:55:03
2023-08-04 19:30:05,365 semantic_segmentation INFO: Iters: 15880/150000 || Lr: 0.018084 || Task Loss: 0.2436 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:54:40
2023-08-04 19:30:21,196 semantic_segmentation INFO: Iters: 15890/150000 || Lr: 0.018083 || Task Loss: 0.4470 || KD Loss: 0.2030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:54:17
2023-08-04 19:30:37,036 semantic_segmentation INFO: Iters: 15900/150000 || Lr: 0.018082 || Task Loss: 0.3098 || KD Loss: 0.1213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:53:54
2023-08-04 19:30:52,887 semantic_segmentation INFO: Iters: 15910/150000 || Lr: 0.018080 || Task Loss: 0.2833 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:37 || Estimated Time: 2 days, 13:53:30
2023-08-04 19:31:08,769 semantic_segmentation INFO: Iters: 15920/150000 || Lr: 0.018079 || Task Loss: 0.2157 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:53 || Estimated Time: 2 days, 13:53:08
2023-08-04 19:31:24,612 semantic_segmentation INFO: Iters: 15930/150000 || Lr: 0.018078 || Task Loss: 0.1859 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:09 || Estimated Time: 2 days, 13:52:45
2023-08-04 19:31:40,458 semantic_segmentation INFO: Iters: 15940/150000 || Lr: 0.018077 || Task Loss: 0.4643 || KD Loss: 0.2115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:24 || Estimated Time: 2 days, 13:52:21
2023-08-04 19:31:56,302 semantic_segmentation INFO: Iters: 15950/150000 || Lr: 0.018076 || Task Loss: 0.5033 || KD Loss: 0.2192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:40 || Estimated Time: 2 days, 13:51:58
2023-08-04 19:32:12,145 semantic_segmentation INFO: Iters: 15960/150000 || Lr: 0.018074 || Task Loss: 0.3355 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:56 || Estimated Time: 2 days, 13:51:35
2023-08-04 19:32:27,976 semantic_segmentation INFO: Iters: 15970/150000 || Lr: 0.018073 || Task Loss: 0.2348 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:12 || Estimated Time: 2 days, 13:51:12
2023-08-04 19:32:43,813 semantic_segmentation INFO: Iters: 15980/150000 || Lr: 0.018072 || Task Loss: 0.4020 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:28 || Estimated Time: 2 days, 13:50:49
2023-08-04 19:32:59,655 semantic_segmentation INFO: Iters: 15990/150000 || Lr: 0.018071 || Task Loss: 0.1810 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:44 || Estimated Time: 2 days, 13:50:26
2023-08-04 19:33:15,503 semantic_segmentation INFO: Iters: 16000/150000 || Lr: 0.018069 || Task Loss: 0.3258 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:23:00 || Estimated Time: 2 days, 13:50:03
2023-08-04 19:33:15,578 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 19:33:16,357 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.389
2023-08-04 19:33:16,484 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.479
2023-08-04 19:33:16,606 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.488
2023-08-04 19:33:16,722 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.510
2023-08-04 19:33:16,843 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.501
2023-08-04 19:33:16,960 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.502
2023-08-04 19:33:17,081 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.507
2023-08-04 19:33:17,198 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.537
2023-08-04 19:33:17,319 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.539
2023-08-04 19:33:17,436 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.561
2023-08-04 19:33:17,557 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.567
2023-08-04 19:33:17,674 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.599
2023-08-04 19:33:17,795 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.615
2023-08-04 19:33:17,911 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.600
2023-08-04 19:33:18,031 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.578
2023-08-04 19:33:18,149 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.571
2023-08-04 19:33:18,269 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.573
2023-08-04 19:33:18,385 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.572
2023-08-04 19:33:18,505 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.578
2023-08-04 19:33:18,623 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.585
2023-08-04 19:33:18,743 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.588
2023-08-04 19:33:18,860 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.615
2023-08-04 19:33:18,981 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.614
2023-08-04 19:33:19,099 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.622
2023-08-04 19:33:19,219 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.635
2023-08-04 19:33:19,334 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.637
2023-08-04 19:33:19,455 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.630
2023-08-04 19:33:19,572 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 19:33:19,693 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 19:33:19,810 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.621
2023-08-04 19:33:19,930 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.620
2023-08-04 19:33:20,046 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.619
2023-08-04 19:33:20,168 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.623
2023-08-04 19:33:20,284 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.623
2023-08-04 19:33:20,405 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.625
2023-08-04 19:33:20,521 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 19:33:20,642 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.622
2023-08-04 19:33:20,760 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.622
2023-08-04 19:33:20,880 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 19:33:20,996 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 19:33:21,117 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.621
2023-08-04 19:33:21,234 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.620
2023-08-04 19:33:21,355 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.621
2023-08-04 19:33:21,473 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-04 19:33:21,596 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.620
2023-08-04 19:33:21,714 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.620
2023-08-04 19:33:21,834 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.621
2023-08-04 19:33:21,952 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.620
2023-08-04 19:33:22,073 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.625
2023-08-04 19:33:22,189 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 19:33:22,309 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.627
2023-08-04 19:33:22,427 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.635
2023-08-04 19:33:22,547 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.634
2023-08-04 19:33:22,665 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.631
2023-08-04 19:33:22,784 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.630
2023-08-04 19:33:22,900 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.637
2023-08-04 19:33:23,020 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.637
2023-08-04 19:33:23,137 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.644
2023-08-04 19:33:23,257 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.648
2023-08-04 19:33:23,373 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.647
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2023-08-04 19:33:23,849 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.645
2023-08-04 19:33:23,969 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.646
2023-08-04 19:33:24,090 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.646
2023-08-04 19:33:24,214 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.644
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2023-08-04 19:33:26,009 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.649
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2023-08-04 19:33:26,368 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.643
2023-08-04 19:33:26,485 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.644
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2023-08-04 19:33:26,961 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.643
2023-08-04 19:33:27,081 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-04 19:33:27,197 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.650
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2023-08-04 19:33:28,029 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.649
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2023-08-04 19:33:30,284 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.929, mIoU: 0.648
2023-08-04 19:33:30,404 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.928, mIoU: 0.641
2023-08-04 19:33:30,521 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.928, mIoU: 0.641
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2023-08-04 19:33:30,759 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-04 19:33:30,880 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-04 19:33:30,996 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 19:33:31,118 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.928, mIoU: 0.642
2023-08-04 19:33:31,235 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.928, mIoU: 0.645
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2023-08-04 19:33:31,831 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.646
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2023-08-04 19:33:32,069 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.646
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2023-08-04 19:33:33,615 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.645
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2023-08-04 19:33:33,975 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.930, mIoU: 0.644
2023-08-04 19:33:34,092 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.644
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2023-08-04 19:34:05,428 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-04 19:34:05,546 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-04 19:34:05,667 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.938, mIoU: 0.651
2023-08-04 19:34:05,784 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-04 19:34:05,905 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.938, mIoU: 0.651
2023-08-04 19:34:06,022 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.938, mIoU: 0.650
2023-08-04 19:34:06,142 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.938, mIoU: 0.650
2023-08-04 19:34:06,259 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.938, mIoU: 0.650
2023-08-04 19:34:06,381 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.938, mIoU: 0.651
2023-08-04 19:34:06,500 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.938, mIoU: 0.651
2023-08-04 19:34:06,621 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.938, mIoU: 0.651
2023-08-04 19:34:06,737 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.938, mIoU: 0.651
2023-08-04 19:34:06,859 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:06,977 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:07,098 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:07,214 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:07,335 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:07,454 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:07,575 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:07,691 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:07,813 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:07,932 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:08,052 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:08,168 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:08,290 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:08,408 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:08,529 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:08,646 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 19:34:08,767 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 19:34:08,884 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 19:34:09,006 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 19:34:09,124 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:09,245 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:09,362 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:09,483 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:09,602 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:09,725 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:09,841 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:09,963 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:10,080 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:10,202 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:10,317 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 19:34:10,438 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-04 19:34:10,555 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-04 19:34:10,677 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-04 19:34:10,794 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-04 19:34:10,915 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-04 19:34:11,029 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-04 19:34:11,150 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-04 19:34:11,267 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:11,388 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:11,506 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:11,627 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:11,744 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:11,865 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:11,982 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:12,103 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:12,220 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:12,341 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:12,459 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:12,579 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-04 19:34:12,696 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:12,814 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:12,933 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:13,054 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:13,172 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:13,293 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:13,410 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:13,531 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:13,648 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:13,770 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 19:34:13,887 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-04 19:34:14,009 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-04 19:34:14,125 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-04 19:34:14,246 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-04 19:34:14,363 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-04 19:34:14,484 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-04 19:34:14,601 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-04 19:34:14,722 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-04 19:34:14,839 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-04 19:34:14,966 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-04 19:34:15,082 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-04 19:34:15,203 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-04 19:34:15,320 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-04 19:34:15,442 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-04 19:34:15,558 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-04 19:34:15,679 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-04 19:34:15,794 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.655
2023-08-04 19:34:31,944 semantic_segmentation INFO: Iters: 16010/150000 || Lr: 0.018068 || Task Loss: 0.1836 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:16 || Estimated Time: 2 days, 13:58:07
2023-08-04 19:34:47,779 semantic_segmentation INFO: Iters: 16020/150000 || Lr: 0.018067 || Task Loss: 0.2867 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:32 || Estimated Time: 2 days, 13:57:44
2023-08-04 19:35:03,672 semantic_segmentation INFO: Iters: 16030/150000 || Lr: 0.018066 || Task Loss: 0.2912 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:48 || Estimated Time: 2 days, 13:57:21
2023-08-04 19:35:19,588 semantic_segmentation INFO: Iters: 16040/150000 || Lr: 0.018065 || Task Loss: 0.4456 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:25:04 || Estimated Time: 2 days, 13:56:58
2023-08-04 19:35:35,482 semantic_segmentation INFO: Iters: 16050/150000 || Lr: 0.018063 || Task Loss: 0.2091 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:56:35
2023-08-04 19:35:51,373 semantic_segmentation INFO: Iters: 16060/150000 || Lr: 0.018062 || Task Loss: 0.2480 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:25:35 || Estimated Time: 2 days, 13:56:12
2023-08-04 19:36:07,271 semantic_segmentation INFO: Iters: 16070/150000 || Lr: 0.018061 || Task Loss: 0.4392 || KD Loss: 0.1862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:25:51 || Estimated Time: 2 days, 13:55:49
2023-08-04 19:36:23,188 semantic_segmentation INFO: Iters: 16080/150000 || Lr: 0.018060 || Task Loss: 0.3663 || KD Loss: 0.1578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:07 || Estimated Time: 2 days, 13:55:26
2023-08-04 19:36:39,091 semantic_segmentation INFO: Iters: 16090/150000 || Lr: 0.018059 || Task Loss: 0.3628 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:23 || Estimated Time: 2 days, 13:55:03
2023-08-04 19:36:55,020 semantic_segmentation INFO: Iters: 16100/150000 || Lr: 0.018057 || Task Loss: 0.1671 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:39 || Estimated Time: 2 days, 13:54:41
2023-08-04 19:37:10,957 semantic_segmentation INFO: Iters: 16110/150000 || Lr: 0.018056 || Task Loss: 0.4066 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:55 || Estimated Time: 2 days, 13:54:18
2023-08-04 19:37:26,884 semantic_segmentation INFO: Iters: 16120/150000 || Lr: 0.018055 || Task Loss: 0.3097 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:11 || Estimated Time: 2 days, 13:53:56
2023-08-04 19:37:42,803 semantic_segmentation INFO: Iters: 16130/150000 || Lr: 0.018054 || Task Loss: 0.2915 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:27 || Estimated Time: 2 days, 13:53:33
2023-08-04 19:37:58,712 semantic_segmentation INFO: Iters: 16140/150000 || Lr: 0.018052 || Task Loss: 0.4850 || KD Loss: 0.2289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:43 || Estimated Time: 2 days, 13:53:10
2023-08-04 19:38:14,632 semantic_segmentation INFO: Iters: 16150/150000 || Lr: 0.018051 || Task Loss: 0.3328 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:59 || Estimated Time: 2 days, 13:52:48
2023-08-04 19:38:30,544 semantic_segmentation INFO: Iters: 16160/150000 || Lr: 0.018050 || Task Loss: 0.2478 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:15 || Estimated Time: 2 days, 13:52:25
2023-08-04 19:38:46,478 semantic_segmentation INFO: Iters: 16170/150000 || Lr: 0.018049 || Task Loss: 0.2983 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:31 || Estimated Time: 2 days, 13:52:02
2023-08-04 19:39:02,391 semantic_segmentation INFO: Iters: 16180/150000 || Lr: 0.018048 || Task Loss: 0.4309 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:46 || Estimated Time: 2 days, 13:51:40
2023-08-04 19:39:18,299 semantic_segmentation INFO: Iters: 16190/150000 || Lr: 0.018046 || Task Loss: 0.3159 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:29:02 || Estimated Time: 2 days, 13:51:17
2023-08-04 19:39:34,210 semantic_segmentation INFO: Iters: 16200/150000 || Lr: 0.018045 || Task Loss: 0.5886 || KD Loss: 0.2851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:29:18 || Estimated Time: 2 days, 13:50:54
2023-08-04 19:39:50,090 semantic_segmentation INFO: Iters: 16210/150000 || Lr: 0.018044 || Task Loss: 0.2840 || KD Loss: 0.0958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:29:34 || Estimated Time: 2 days, 13:50:31
2023-08-04 19:40:05,992 semantic_segmentation INFO: Iters: 16220/150000 || Lr: 0.018043 || Task Loss: 0.2744 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:29:50 || Estimated Time: 2 days, 13:50:09
2023-08-04 19:40:21,865 semantic_segmentation INFO: Iters: 16230/150000 || Lr: 0.018042 || Task Loss: 0.3489 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:06 || Estimated Time: 2 days, 13:49:46
2023-08-04 19:40:37,715 semantic_segmentation INFO: Iters: 16240/150000 || Lr: 0.018040 || Task Loss: 0.3005 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:22 || Estimated Time: 2 days, 13:49:23
2023-08-04 19:40:53,578 semantic_segmentation INFO: Iters: 16250/150000 || Lr: 0.018039 || Task Loss: 0.2735 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:38 || Estimated Time: 2 days, 13:49:00
2023-08-04 19:41:09,446 semantic_segmentation INFO: Iters: 16260/150000 || Lr: 0.018038 || Task Loss: 0.2498 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:53 || Estimated Time: 2 days, 13:48:37
2023-08-04 19:41:25,313 semantic_segmentation INFO: Iters: 16270/150000 || Lr: 0.018037 || Task Loss: 0.2376 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:09 || Estimated Time: 2 days, 13:48:14
2023-08-04 19:41:41,175 semantic_segmentation INFO: Iters: 16280/150000 || Lr: 0.018035 || Task Loss: 0.2263 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:47:51
2023-08-04 19:41:57,008 semantic_segmentation INFO: Iters: 16290/150000 || Lr: 0.018034 || Task Loss: 0.2824 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:47:27
2023-08-04 19:42:12,841 semantic_segmentation INFO: Iters: 16300/150000 || Lr: 0.018033 || Task Loss: 0.2399 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:47:04
2023-08-04 19:42:28,667 semantic_segmentation INFO: Iters: 16310/150000 || Lr: 0.018032 || Task Loss: 0.5446 || KD Loss: 0.2649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:46:41
2023-08-04 19:42:44,491 semantic_segmentation INFO: Iters: 16320/150000 || Lr: 0.018031 || Task Loss: 0.3594 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:29 || Estimated Time: 2 days, 13:46:18
2023-08-04 19:43:00,319 semantic_segmentation INFO: Iters: 16330/150000 || Lr: 0.018029 || Task Loss: 0.3243 || KD Loss: 0.1482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:44 || Estimated Time: 2 days, 13:45:54
2023-08-04 19:43:16,172 semantic_segmentation INFO: Iters: 16340/150000 || Lr: 0.018028 || Task Loss: 0.4067 || KD Loss: 0.1678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:00 || Estimated Time: 2 days, 13:45:31
2023-08-04 19:43:32,012 semantic_segmentation INFO: Iters: 16350/150000 || Lr: 0.018027 || Task Loss: 0.4619 || KD Loss: 0.2178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:16 || Estimated Time: 2 days, 13:45:08
2023-08-04 19:43:47,857 semantic_segmentation INFO: Iters: 16360/150000 || Lr: 0.018026 || Task Loss: 0.3712 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:32 || Estimated Time: 2 days, 13:44:45
2023-08-04 19:44:03,697 semantic_segmentation INFO: Iters: 16370/150000 || Lr: 0.018025 || Task Loss: 0.5078 || KD Loss: 0.2053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:48 || Estimated Time: 2 days, 13:44:22
2023-08-04 19:44:19,536 semantic_segmentation INFO: Iters: 16380/150000 || Lr: 0.018023 || Task Loss: 0.3907 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:04 || Estimated Time: 2 days, 13:43:59
2023-08-04 19:44:35,368 semantic_segmentation INFO: Iters: 16390/150000 || Lr: 0.018022 || Task Loss: 0.5423 || KD Loss: 0.2952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:19 || Estimated Time: 2 days, 13:43:36
2023-08-04 19:44:51,201 semantic_segmentation INFO: Iters: 16400/150000 || Lr: 0.018021 || Task Loss: 0.4500 || KD Loss: 0.2107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:35 || Estimated Time: 2 days, 13:43:13
2023-08-04 19:45:07,060 semantic_segmentation INFO: Iters: 16410/150000 || Lr: 0.018020 || Task Loss: 0.2475 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:51 || Estimated Time: 2 days, 13:42:50
2023-08-04 19:45:22,903 semantic_segmentation INFO: Iters: 16420/150000 || Lr: 0.018018 || Task Loss: 0.3341 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:07 || Estimated Time: 2 days, 13:42:27
2023-08-04 19:45:38,752 semantic_segmentation INFO: Iters: 16430/150000 || Lr: 0.018017 || Task Loss: 0.5051 || KD Loss: 0.3368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:23 || Estimated Time: 2 days, 13:42:04
2023-08-04 19:45:54,595 semantic_segmentation INFO: Iters: 16440/150000 || Lr: 0.018016 || Task Loss: 0.2157 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:39 || Estimated Time: 2 days, 13:41:41
2023-08-04 19:46:10,436 semantic_segmentation INFO: Iters: 16450/150000 || Lr: 0.018015 || Task Loss: 0.2021 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:54 || Estimated Time: 2 days, 13:41:18
2023-08-04 19:46:26,266 semantic_segmentation INFO: Iters: 16460/150000 || Lr: 0.018014 || Task Loss: 0.2762 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:10 || Estimated Time: 2 days, 13:40:55
2023-08-04 19:46:42,102 semantic_segmentation INFO: Iters: 16470/150000 || Lr: 0.018012 || Task Loss: 0.2208 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:26 || Estimated Time: 2 days, 13:40:31
2023-08-04 19:46:57,961 semantic_segmentation INFO: Iters: 16480/150000 || Lr: 0.018011 || Task Loss: 0.3309 || KD Loss: 0.1616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:42 || Estimated Time: 2 days, 13:40:09
2023-08-04 19:47:13,802 semantic_segmentation INFO: Iters: 16490/150000 || Lr: 0.018010 || Task Loss: 0.4241 || KD Loss: 0.3441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:58 || Estimated Time: 2 days, 13:39:46
2023-08-04 19:47:29,645 semantic_segmentation INFO: Iters: 16500/150000 || Lr: 0.018009 || Task Loss: 0.2523 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:37:14 || Estimated Time: 2 days, 13:39:23
2023-08-04 19:47:45,479 semantic_segmentation INFO: Iters: 16510/150000 || Lr: 0.018008 || Task Loss: 0.2845 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:37:30 || Estimated Time: 2 days, 13:39:00
2023-08-04 19:48:01,314 semantic_segmentation INFO: Iters: 16520/150000 || Lr: 0.018006 || Task Loss: 0.2896 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:37:45 || Estimated Time: 2 days, 13:38:37
2023-08-04 19:48:17,135 semantic_segmentation INFO: Iters: 16530/150000 || Lr: 0.018005 || Task Loss: 0.2621 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:01 || Estimated Time: 2 days, 13:38:13
2023-08-04 19:48:32,969 semantic_segmentation INFO: Iters: 16540/150000 || Lr: 0.018004 || Task Loss: 0.2937 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:17 || Estimated Time: 2 days, 13:37:50
2023-08-04 19:48:48,795 semantic_segmentation INFO: Iters: 16550/150000 || Lr: 0.018003 || Task Loss: 0.2815 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:33 || Estimated Time: 2 days, 13:37:27
2023-08-04 19:49:04,645 semantic_segmentation INFO: Iters: 16560/150000 || Lr: 0.018001 || Task Loss: 0.3417 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:49 || Estimated Time: 2 days, 13:37:05
2023-08-04 19:49:20,498 semantic_segmentation INFO: Iters: 16570/150000 || Lr: 0.018000 || Task Loss: 0.3631 || KD Loss: 0.1969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:05 || Estimated Time: 2 days, 13:36:42
2023-08-04 19:49:36,352 semantic_segmentation INFO: Iters: 16580/150000 || Lr: 0.017999 || Task Loss: 0.2378 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:20 || Estimated Time: 2 days, 13:36:19
2023-08-04 19:49:52,192 semantic_segmentation INFO: Iters: 16590/150000 || Lr: 0.017998 || Task Loss: 0.5460 || KD Loss: 0.1859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:36 || Estimated Time: 2 days, 13:35:56
2023-08-04 19:50:08,069 semantic_segmentation INFO: Iters: 16600/150000 || Lr: 0.017997 || Task Loss: 0.1853 || KD Loss: 0.2514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:52 || Estimated Time: 2 days, 13:35:33
2023-08-04 19:50:23,925 semantic_segmentation INFO: Iters: 16610/150000 || Lr: 0.017995 || Task Loss: 0.2725 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:40:08 || Estimated Time: 2 days, 13:35:11
2023-08-04 19:50:39,774 semantic_segmentation INFO: Iters: 16620/150000 || Lr: 0.017994 || Task Loss: 0.2404 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:40:24 || Estimated Time: 2 days, 13:34:48
2023-08-04 19:50:55,626 semantic_segmentation INFO: Iters: 16630/150000 || Lr: 0.017993 || Task Loss: 0.2663 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:34:25
2023-08-04 19:51:11,484 semantic_segmentation INFO: Iters: 16640/150000 || Lr: 0.017992 || Task Loss: 0.2502 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:34:02
2023-08-04 19:51:27,343 semantic_segmentation INFO: Iters: 16650/150000 || Lr: 0.017991 || Task Loss: 1.0813 || KD Loss: 0.6337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:41:11 || Estimated Time: 2 days, 13:33:40
2023-08-04 19:51:43,212 semantic_segmentation INFO: Iters: 16660/150000 || Lr: 0.017989 || Task Loss: 0.4422 || KD Loss: 0.1919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:41:27 || Estimated Time: 2 days, 13:33:17
2023-08-04 19:51:59,115 semantic_segmentation INFO: Iters: 16670/150000 || Lr: 0.017988 || Task Loss: 0.3816 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:41:43 || Estimated Time: 2 days, 13:32:55
2023-08-04 19:52:14,986 semantic_segmentation INFO: Iters: 16680/150000 || Lr: 0.017987 || Task Loss: 0.2566 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:41:59 || Estimated Time: 2 days, 13:32:32
2023-08-04 19:52:30,827 semantic_segmentation INFO: Iters: 16690/150000 || Lr: 0.017986 || Task Loss: 0.2400 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:15 || Estimated Time: 2 days, 13:32:09
2023-08-04 19:52:46,677 semantic_segmentation INFO: Iters: 16700/150000 || Lr: 0.017984 || Task Loss: 0.2801 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:31 || Estimated Time: 2 days, 13:31:46
2023-08-04 19:53:02,557 semantic_segmentation INFO: Iters: 16710/150000 || Lr: 0.017983 || Task Loss: 0.4130 || KD Loss: 0.1866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:47 || Estimated Time: 2 days, 13:31:24
2023-08-04 19:53:18,424 semantic_segmentation INFO: Iters: 16720/150000 || Lr: 0.017982 || Task Loss: 0.4215 || KD Loss: 0.1614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:02 || Estimated Time: 2 days, 13:31:01
2023-08-04 19:53:34,307 semantic_segmentation INFO: Iters: 16730/150000 || Lr: 0.017981 || Task Loss: 0.3492 || KD Loss: 0.1712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:18 || Estimated Time: 2 days, 13:30:39
2023-08-04 19:53:50,212 semantic_segmentation INFO: Iters: 16740/150000 || Lr: 0.017980 || Task Loss: 0.3716 || KD Loss: 0.1640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:34 || Estimated Time: 2 days, 13:30:17
2023-08-04 19:54:06,131 semantic_segmentation INFO: Iters: 16750/150000 || Lr: 0.017978 || Task Loss: 0.3740 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:50 || Estimated Time: 2 days, 13:29:54
2023-08-04 19:54:22,036 semantic_segmentation INFO: Iters: 16760/150000 || Lr: 0.017977 || Task Loss: 0.2652 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:06 || Estimated Time: 2 days, 13:29:32
2023-08-04 19:54:37,928 semantic_segmentation INFO: Iters: 16770/150000 || Lr: 0.017976 || Task Loss: 0.4051 || KD Loss: 0.1616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:22 || Estimated Time: 2 days, 13:29:10
2023-08-04 19:54:53,810 semantic_segmentation INFO: Iters: 16780/150000 || Lr: 0.017975 || Task Loss: 0.3206 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:38 || Estimated Time: 2 days, 13:28:47
2023-08-04 19:55:09,696 semantic_segmentation INFO: Iters: 16790/150000 || Lr: 0.017974 || Task Loss: 0.3415 || KD Loss: 0.1300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:54 || Estimated Time: 2 days, 13:28:25
2023-08-04 19:55:25,581 semantic_segmentation INFO: Iters: 16800/150000 || Lr: 0.017972 || Task Loss: 0.3129 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:45:10 || Estimated Time: 2 days, 13:28:03
2023-08-04 19:55:25,654 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 19:55:26,460 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.909, mIoU: 0.356
2023-08-04 19:55:26,582 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.939, mIoU: 0.450
2023-08-04 19:55:26,704 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.948, mIoU: 0.470
2023-08-04 19:55:26,822 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.949, mIoU: 0.500
2023-08-04 19:55:26,943 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.489
2023-08-04 19:55:27,059 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.488
2023-08-04 19:55:27,181 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.947, mIoU: 0.526
2023-08-04 19:55:27,299 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.948, mIoU: 0.532
2023-08-04 19:55:27,419 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.533
2023-08-04 19:55:27,538 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.562
2023-08-04 19:55:27,662 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.564
2023-08-04 19:55:27,778 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.939, mIoU: 0.585
2023-08-04 19:55:27,899 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.938, mIoU: 0.587
2023-08-04 19:55:28,017 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.935, mIoU: 0.577
2023-08-04 19:55:28,138 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.574
2023-08-04 19:55:28,256 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.566
2023-08-04 19:55:28,377 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.564
2023-08-04 19:55:28,494 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.566
2023-08-04 19:55:28,615 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.931, mIoU: 0.573
2023-08-04 19:55:28,732 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.581
2023-08-04 19:55:28,854 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.585
2023-08-04 19:55:28,972 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.594
2023-08-04 19:55:29,093 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.595
2023-08-04 19:55:29,210 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.602
2023-08-04 19:55:29,332 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.614
2023-08-04 19:55:29,448 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.929, mIoU: 0.618
2023-08-04 19:55:29,569 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.607
2023-08-04 19:55:29,686 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.605
2023-08-04 19:55:29,807 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.927, mIoU: 0.609
2023-08-04 19:55:29,924 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.594
2023-08-04 19:55:30,043 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.593
2023-08-04 19:55:30,160 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.593
2023-08-04 19:55:30,281 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.597
2023-08-04 19:55:30,398 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.927, mIoU: 0.595
2023-08-04 19:55:30,518 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.927, mIoU: 0.593
2023-08-04 19:55:30,635 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 19:55:30,755 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.590
2023-08-04 19:55:30,872 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.590
2023-08-04 19:55:30,992 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.587
2023-08-04 19:55:31,108 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.587
2023-08-04 19:55:31,229 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.588
2023-08-04 19:55:31,347 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.588
2023-08-04 19:55:31,468 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.589
2023-08-04 19:55:31,585 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.589
2023-08-04 19:55:31,706 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.587
2023-08-04 19:55:31,825 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.586
2023-08-04 19:55:31,945 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.586
2023-08-04 19:55:32,062 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.585
2023-08-04 19:55:32,184 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.591
2023-08-04 19:55:32,301 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.593
2023-08-04 19:55:32,421 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.593
2023-08-04 19:55:32,539 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 19:55:32,659 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.929, mIoU: 0.598
2023-08-04 19:55:32,776 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.595
2023-08-04 19:55:32,897 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.593
2023-08-04 19:55:33,014 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.591
2023-08-04 19:55:33,134 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.592
2023-08-04 19:55:33,251 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.599
2023-08-04 19:55:33,372 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.603
2023-08-04 19:55:33,488 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.601
2023-08-04 19:55:33,609 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.603
2023-08-04 19:55:33,726 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.605
2023-08-04 19:55:33,847 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.604
2023-08-04 19:55:33,964 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.608
2023-08-04 19:55:34,086 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.608
2023-08-04 19:55:34,204 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.608
2023-08-04 19:55:34,325 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.607
2023-08-04 19:55:34,441 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.607
2023-08-04 19:55:34,563 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.606
2023-08-04 19:55:34,681 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.606
2023-08-04 19:55:34,802 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.606
2023-08-04 19:55:34,918 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.605
2023-08-04 19:55:35,039 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.603
2023-08-04 19:55:35,156 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.926, mIoU: 0.603
2023-08-04 19:55:35,276 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.605
2023-08-04 19:55:35,394 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 19:55:35,513 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.926, mIoU: 0.604
2023-08-04 19:55:35,629 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.926, mIoU: 0.603
2023-08-04 19:55:35,749 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.603
2023-08-04 19:55:35,867 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.605
2023-08-04 19:55:35,988 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.926, mIoU: 0.607
2023-08-04 19:55:36,105 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.926, mIoU: 0.607
2023-08-04 19:55:36,225 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.926, mIoU: 0.607
2023-08-04 19:55:36,343 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.603
2023-08-04 19:55:36,466 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.599
2023-08-04 19:55:36,583 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.599
2023-08-04 19:55:36,704 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.599
2023-08-04 19:55:36,822 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.923, mIoU: 0.599
2023-08-04 19:55:36,944 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.600
2023-08-04 19:55:37,060 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.599
2023-08-04 19:55:37,181 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.600
2023-08-04 19:55:37,298 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.922, mIoU: 0.597
2023-08-04 19:55:37,419 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.923, mIoU: 0.597
2023-08-04 19:55:37,535 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.597
2023-08-04 19:55:37,657 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.597
2023-08-04 19:55:37,772 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.597
2023-08-04 19:55:37,893 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.595
2023-08-04 19:55:38,009 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.923, mIoU: 0.594
2023-08-04 19:55:38,130 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.595
2023-08-04 19:55:38,247 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.596
2023-08-04 19:55:38,368 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.595
2023-08-04 19:55:38,485 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.594
2023-08-04 19:55:38,605 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.594
2023-08-04 19:55:38,723 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.594
2023-08-04 19:55:38,844 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.594
2023-08-04 19:55:38,960 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.594
2023-08-04 19:55:39,082 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.595
2023-08-04 19:55:39,198 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.922, mIoU: 0.595
2023-08-04 19:55:39,319 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.922, mIoU: 0.595
2023-08-04 19:55:39,435 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.922, mIoU: 0.593
2023-08-04 19:55:39,556 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.593
2023-08-04 19:55:39,672 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.593
2023-08-04 19:55:39,793 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.592
2023-08-04 19:55:39,910 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.592
2023-08-04 19:55:40,030 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.592
2023-08-04 19:55:40,146 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.923, mIoU: 0.592
2023-08-04 19:55:40,267 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.922, mIoU: 0.596
2023-08-04 19:55:40,384 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.922, mIoU: 0.597
2023-08-04 19:55:40,505 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.592
2023-08-04 19:55:40,623 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.592
2023-08-04 19:55:40,743 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.922, mIoU: 0.591
2023-08-04 19:55:40,861 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.922, mIoU: 0.591
2023-08-04 19:55:40,982 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.922, mIoU: 0.591
2023-08-04 19:55:41,098 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.922, mIoU: 0.594
2023-08-04 19:55:41,221 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.593
2023-08-04 19:55:41,340 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.597
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2023-08-04 19:55:53,021 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.930, mIoU: 0.601
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2023-08-04 19:56:04,893 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.927, mIoU: 0.603
2023-08-04 19:56:05,013 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.927, mIoU: 0.603
2023-08-04 19:56:05,131 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.927, mIoU: 0.603
2023-08-04 19:56:05,252 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.927, mIoU: 0.604
2023-08-04 19:56:05,371 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.927, mIoU: 0.604
2023-08-04 19:56:05,492 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.928, mIoU: 0.604
2023-08-04 19:56:05,610 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.928, mIoU: 0.604
2023-08-04 19:56:05,731 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-04 19:56:05,849 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-04 19:56:05,970 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.928, mIoU: 0.604
2023-08-04 19:56:06,087 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-04 19:56:06,208 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-04 19:56:06,325 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-04 19:56:06,447 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-04 19:56:06,565 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-04 19:56:06,686 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-04 19:56:06,803 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.929, mIoU: 0.606
2023-08-04 19:56:06,926 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.929, mIoU: 0.606
2023-08-04 19:56:07,044 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.929, mIoU: 0.606
2023-08-04 19:56:07,165 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.929, mIoU: 0.606
2023-08-04 19:56:07,281 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.929, mIoU: 0.606
2023-08-04 19:56:07,403 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.929, mIoU: 0.606
2023-08-04 19:56:07,519 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.929, mIoU: 0.606
2023-08-04 19:56:07,641 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.929, mIoU: 0.607
2023-08-04 19:56:07,758 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.929, mIoU: 0.607
2023-08-04 19:56:07,880 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.930, mIoU: 0.607
2023-08-04 19:56:07,998 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.930, mIoU: 0.607
2023-08-04 19:56:08,119 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.930, mIoU: 0.607
2023-08-04 19:56:08,236 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.930, mIoU: 0.607
2023-08-04 19:56:08,359 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.930, mIoU: 0.607
2023-08-04 19:56:08,476 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.930, mIoU: 0.607
2023-08-04 19:56:08,597 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.930, mIoU: 0.607
2023-08-04 19:56:08,715 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.930, mIoU: 0.607
2023-08-04 19:56:08,837 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.930, mIoU: 0.608
2023-08-04 19:56:08,956 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.930, mIoU: 0.608
2023-08-04 19:56:09,077 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.930, mIoU: 0.608
2023-08-04 19:56:09,193 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 19:56:09,315 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 19:56:09,432 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.930, mIoU: 0.608
2023-08-04 19:56:09,553 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.930, mIoU: 0.608
2023-08-04 19:56:09,670 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.931, mIoU: 0.608
2023-08-04 19:56:09,793 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.931, mIoU: 0.608
2023-08-04 19:56:09,913 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.931, mIoU: 0.608
2023-08-04 19:56:10,033 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.931, mIoU: 0.608
2023-08-04 19:56:10,149 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.931, mIoU: 0.608
2023-08-04 19:56:10,270 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.931, mIoU: 0.609
2023-08-04 19:56:10,389 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.931, mIoU: 0.609
2023-08-04 19:56:10,510 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.931, mIoU: 0.609
2023-08-04 19:56:10,628 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.931, mIoU: 0.610
2023-08-04 19:56:10,749 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.931, mIoU: 0.610
2023-08-04 19:56:10,868 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.931, mIoU: 0.610
2023-08-04 19:56:10,988 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.931, mIoU: 0.609
2023-08-04 19:56:11,106 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.931, mIoU: 0.609
2023-08-04 19:56:11,228 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.931, mIoU: 0.609
2023-08-04 19:56:11,347 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.931, mIoU: 0.610
2023-08-04 19:56:11,467 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.932, mIoU: 0.610
2023-08-04 19:56:11,584 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.932, mIoU: 0.610
2023-08-04 19:56:11,706 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.932, mIoU: 0.610
2023-08-04 19:56:11,823 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 19:56:11,944 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 19:56:12,061 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 19:56:12,185 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.932, mIoU: 0.611
2023-08-04 19:56:12,304 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.932, mIoU: 0.612
2023-08-04 19:56:12,425 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.932, mIoU: 0.612
2023-08-04 19:56:12,542 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.932, mIoU: 0.612
2023-08-04 19:56:12,665 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.932, mIoU: 0.612
2023-08-04 19:56:12,784 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.932, mIoU: 0.613
2023-08-04 19:56:12,905 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.932, mIoU: 0.613
2023-08-04 19:56:13,022 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.932, mIoU: 0.613
2023-08-04 19:56:13,144 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:13,260 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:13,383 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:13,500 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:13,621 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:13,738 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:13,860 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:13,977 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:14,098 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:14,215 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.933, mIoU: 0.613
2023-08-04 19:56:14,336 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.934, mIoU: 0.613
2023-08-04 19:56:14,453 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.934, mIoU: 0.613
2023-08-04 19:56:14,574 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.934, mIoU: 0.614
2023-08-04 19:56:14,693 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.934, mIoU: 0.614
2023-08-04 19:56:14,815 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.934, mIoU: 0.614
2023-08-04 19:56:14,933 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.934, mIoU: 0.614
2023-08-04 19:56:15,054 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.934, mIoU: 0.614
2023-08-04 19:56:15,170 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 19:56:15,292 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 19:56:15,409 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 19:56:15,531 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 19:56:15,650 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 19:56:15,771 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 19:56:15,890 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 19:56:16,011 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.934, mIoU: 0.615
2023-08-04 19:56:16,129 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.934, mIoU: 0.616
2023-08-04 19:56:16,251 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:16,368 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:16,489 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:16,606 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:16,728 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:16,845 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:16,967 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:17,084 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:17,205 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.935, mIoU: 0.617
2023-08-04 19:56:17,322 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:17,444 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:17,561 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:17,682 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.935, mIoU: 0.617
2023-08-04 19:56:17,799 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:17,922 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.935, mIoU: 0.616
2023-08-04 19:56:18,040 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:18,162 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:18,278 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:18,402 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:18,520 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:18,642 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:18,759 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:18,881 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:18,999 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:19,121 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:19,238 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:19,359 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:19,477 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:19,598 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:19,715 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:19,837 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:19,955 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:20,076 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:20,193 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:20,314 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.936, mIoU: 0.616
2023-08-04 19:56:20,432 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.936, mIoU: 0.617
2023-08-04 19:56:20,553 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.937, mIoU: 0.618
2023-08-04 19:56:20,671 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.937, mIoU: 0.618
2023-08-04 19:56:20,793 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.618
2023-08-04 19:56:20,913 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.618
2023-08-04 19:56:21,034 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.937, mIoU: 0.618
2023-08-04 19:56:21,148 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.618
2023-08-04 19:56:21,270 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.618
2023-08-04 19:56:21,389 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:21,510 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:21,629 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:21,750 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:21,869 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:21,990 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:22,106 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:22,227 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:22,345 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:22,466 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:22,583 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:22,704 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:22,822 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:22,941 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:23,058 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:23,180 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:23,298 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:23,420 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:23,537 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:23,660 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.937, mIoU: 0.619
2023-08-04 19:56:23,779 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.619
2023-08-04 19:56:23,901 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.619
2023-08-04 19:56:24,018 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.619
2023-08-04 19:56:24,141 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.938, mIoU: 0.619
2023-08-04 19:56:24,258 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.619
2023-08-04 19:56:24,380 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.620
2023-08-04 19:56:24,497 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.620
2023-08-04 19:56:24,618 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.938, mIoU: 0.620
2023-08-04 19:56:24,735 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.938, mIoU: 0.620
2023-08-04 19:56:24,857 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.938, mIoU: 0.620
2023-08-04 19:56:24,974 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.938, mIoU: 0.620
2023-08-04 19:56:25,095 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-04 19:56:25,212 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-04 19:56:25,333 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-04 19:56:25,451 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-04 19:56:25,572 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-04 19:56:25,688 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-04 19:56:25,809 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-04 19:56:25,926 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-04 19:56:41,871 semantic_segmentation INFO: Iters: 16810/150000 || Lr: 0.017971 || Task Loss: 0.3084 || KD Loss: 0.1546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:26 || Estimated Time: 2 days, 13:35:39
2023-08-04 19:56:57,722 semantic_segmentation INFO: Iters: 16820/150000 || Lr: 0.017970 || Task Loss: 0.2150 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:42 || Estimated Time: 2 days, 13:35:16
2023-08-04 19:57:13,618 semantic_segmentation INFO: Iters: 16830/150000 || Lr: 0.017969 || Task Loss: 0.3602 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:58 || Estimated Time: 2 days, 13:34:53
2023-08-04 19:57:29,501 semantic_segmentation INFO: Iters: 16840/150000 || Lr: 0.017967 || Task Loss: 0.5675 || KD Loss: 0.2394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:47:14 || Estimated Time: 2 days, 13:34:31
2023-08-04 19:57:45,380 semantic_segmentation INFO: Iters: 16850/150000 || Lr: 0.017966 || Task Loss: 0.3474 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:47:29 || Estimated Time: 2 days, 13:34:08
2023-08-04 19:58:01,253 semantic_segmentation INFO: Iters: 16860/150000 || Lr: 0.017965 || Task Loss: 0.4423 || KD Loss: 0.1876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:47:45 || Estimated Time: 2 days, 13:33:45
2023-08-04 19:58:17,127 semantic_segmentation INFO: Iters: 16870/150000 || Lr: 0.017964 || Task Loss: 0.5331 || KD Loss: 0.2640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:01 || Estimated Time: 2 days, 13:33:22
2023-08-04 19:58:32,996 semantic_segmentation INFO: Iters: 16880/150000 || Lr: 0.017963 || Task Loss: 0.5498 || KD Loss: 0.1905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:17 || Estimated Time: 2 days, 13:33:00
2023-08-04 19:58:48,898 semantic_segmentation INFO: Iters: 16890/150000 || Lr: 0.017961 || Task Loss: 0.5425 || KD Loss: 0.1936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:33 || Estimated Time: 2 days, 13:32:37
2023-08-04 19:59:04,807 semantic_segmentation INFO: Iters: 16900/150000 || Lr: 0.017960 || Task Loss: 0.3427 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:49 || Estimated Time: 2 days, 13:32:15
2023-08-04 19:59:20,682 semantic_segmentation INFO: Iters: 16910/150000 || Lr: 0.017959 || Task Loss: 0.3031 || KD Loss: 0.1879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:05 || Estimated Time: 2 days, 13:31:52
2023-08-04 19:59:36,548 semantic_segmentation INFO: Iters: 16920/150000 || Lr: 0.017958 || Task Loss: 0.3125 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:21 || Estimated Time: 2 days, 13:31:29
2023-08-04 19:59:52,389 semantic_segmentation INFO: Iters: 16930/150000 || Lr: 0.017957 || Task Loss: 0.2705 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:36 || Estimated Time: 2 days, 13:31:06
2023-08-04 20:00:08,232 semantic_segmentation INFO: Iters: 16940/150000 || Lr: 0.017955 || Task Loss: 0.2776 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:52 || Estimated Time: 2 days, 13:30:43
2023-08-04 20:00:24,064 semantic_segmentation INFO: Iters: 16950/150000 || Lr: 0.017954 || Task Loss: 0.2907 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:50:08 || Estimated Time: 2 days, 13:30:20
2023-08-04 20:00:39,909 semantic_segmentation INFO: Iters: 16960/150000 || Lr: 0.017953 || Task Loss: 0.3262 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:50:24 || Estimated Time: 2 days, 13:29:57
2023-08-04 20:00:55,750 semantic_segmentation INFO: Iters: 16970/150000 || Lr: 0.017952 || Task Loss: 0.2705 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:50:40 || Estimated Time: 2 days, 13:29:35
2023-08-04 20:01:11,615 semantic_segmentation INFO: Iters: 16980/150000 || Lr: 0.017950 || Task Loss: 0.3294 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:50:56 || Estimated Time: 2 days, 13:29:12
2023-08-04 20:01:27,480 semantic_segmentation INFO: Iters: 16990/150000 || Lr: 0.017949 || Task Loss: 0.3120 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:12 || Estimated Time: 2 days, 13:28:49
2023-08-04 20:01:43,348 semantic_segmentation INFO: Iters: 17000/150000 || Lr: 0.017948 || Task Loss: 0.2559 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:27 || Estimated Time: 2 days, 13:28:26
2023-08-04 20:01:59,197 semantic_segmentation INFO: Iters: 17010/150000 || Lr: 0.017947 || Task Loss: 0.3913 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:43 || Estimated Time: 2 days, 13:28:04
2023-08-04 20:02:15,050 semantic_segmentation INFO: Iters: 17020/150000 || Lr: 0.017946 || Task Loss: 0.5281 || KD Loss: 0.2438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:59 || Estimated Time: 2 days, 13:27:41
2023-08-04 20:02:30,895 semantic_segmentation INFO: Iters: 17030/150000 || Lr: 0.017944 || Task Loss: 0.3684 || KD Loss: 0.1553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:52:15 || Estimated Time: 2 days, 13:27:18
2023-08-04 20:02:46,723 semantic_segmentation INFO: Iters: 17040/150000 || Lr: 0.017943 || Task Loss: 0.3203 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:26:55
2023-08-04 20:03:02,569 semantic_segmentation INFO: Iters: 17050/150000 || Lr: 0.017942 || Task Loss: 0.4302 || KD Loss: 0.2356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:26:32
2023-08-04 20:03:18,401 semantic_segmentation INFO: Iters: 17060/150000 || Lr: 0.017941 || Task Loss: 0.1880 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:02 || Estimated Time: 2 days, 13:26:09
2023-08-04 20:03:34,244 semantic_segmentation INFO: Iters: 17070/150000 || Lr: 0.017940 || Task Loss: 0.1985 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:18 || Estimated Time: 2 days, 13:25:47
2023-08-04 20:03:50,083 semantic_segmentation INFO: Iters: 17080/150000 || Lr: 0.017938 || Task Loss: 0.2093 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:34 || Estimated Time: 2 days, 13:25:24
2023-08-04 20:04:05,918 semantic_segmentation INFO: Iters: 17090/150000 || Lr: 0.017937 || Task Loss: 0.2328 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:50 || Estimated Time: 2 days, 13:25:01
2023-08-04 20:04:21,771 semantic_segmentation INFO: Iters: 17100/150000 || Lr: 0.017936 || Task Loss: 0.2267 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:06 || Estimated Time: 2 days, 13:24:38
2023-08-04 20:04:37,605 semantic_segmentation INFO: Iters: 17110/150000 || Lr: 0.017935 || Task Loss: 0.3343 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:22 || Estimated Time: 2 days, 13:24:15
2023-08-04 20:04:53,446 semantic_segmentation INFO: Iters: 17120/150000 || Lr: 0.017933 || Task Loss: 0.4164 || KD Loss: 0.1348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:37 || Estimated Time: 2 days, 13:23:52
2023-08-04 20:05:09,328 semantic_segmentation INFO: Iters: 17130/150000 || Lr: 0.017932 || Task Loss: 0.2770 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:53 || Estimated Time: 2 days, 13:23:30
2023-08-04 20:05:25,190 semantic_segmentation INFO: Iters: 17140/150000 || Lr: 0.017931 || Task Loss: 0.7473 || KD Loss: 0.4051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:09 || Estimated Time: 2 days, 13:23:07
2023-08-04 20:05:41,065 semantic_segmentation INFO: Iters: 17150/150000 || Lr: 0.017930 || Task Loss: 0.4137 || KD Loss: 0.1841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:25 || Estimated Time: 2 days, 13:22:45
2023-08-04 20:05:56,969 semantic_segmentation INFO: Iters: 17160/150000 || Lr: 0.017929 || Task Loss: 0.3290 || KD Loss: 0.1129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:41 || Estimated Time: 2 days, 13:22:23
2023-08-04 20:06:12,892 semantic_segmentation INFO: Iters: 17170/150000 || Lr: 0.017927 || Task Loss: 0.1883 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:57 || Estimated Time: 2 days, 13:22:00
2023-08-04 20:06:28,797 semantic_segmentation INFO: Iters: 17180/150000 || Lr: 0.017926 || Task Loss: 0.3387 || KD Loss: 0.1288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:13 || Estimated Time: 2 days, 13:21:38
2023-08-04 20:06:44,651 semantic_segmentation INFO: Iters: 17190/150000 || Lr: 0.017925 || Task Loss: 0.2786 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:29 || Estimated Time: 2 days, 13:21:16
2023-08-04 20:07:00,514 semantic_segmentation INFO: Iters: 17200/150000 || Lr: 0.017924 || Task Loss: 0.3180 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:45 || Estimated Time: 2 days, 13:20:53
2023-08-04 20:07:16,387 semantic_segmentation INFO: Iters: 17210/150000 || Lr: 0.017923 || Task Loss: 0.1407 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:00 || Estimated Time: 2 days, 13:20:31
2023-08-04 20:07:32,250 semantic_segmentation INFO: Iters: 17220/150000 || Lr: 0.017921 || Task Loss: 0.3139 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:16 || Estimated Time: 2 days, 13:20:08
2023-08-04 20:07:48,118 semantic_segmentation INFO: Iters: 17230/150000 || Lr: 0.017920 || Task Loss: 0.2606 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:32 || Estimated Time: 2 days, 13:19:45
2023-08-04 20:08:03,988 semantic_segmentation INFO: Iters: 17240/150000 || Lr: 0.017919 || Task Loss: 0.3592 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:48 || Estimated Time: 2 days, 13:19:23
2023-08-04 20:08:19,850 semantic_segmentation INFO: Iters: 17250/150000 || Lr: 0.017918 || Task Loss: 0.3483 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:58:04 || Estimated Time: 2 days, 13:19:00
2023-08-04 20:08:35,728 semantic_segmentation INFO: Iters: 17260/150000 || Lr: 0.017916 || Task Loss: 0.3328 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:58:20 || Estimated Time: 2 days, 13:18:38
2023-08-04 20:08:51,608 semantic_segmentation INFO: Iters: 17270/150000 || Lr: 0.017915 || Task Loss: 0.2481 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:58:36 || Estimated Time: 2 days, 13:18:16
2023-08-04 20:09:07,496 semantic_segmentation INFO: Iters: 17280/150000 || Lr: 0.017914 || Task Loss: 0.3637 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:58:52 || Estimated Time: 2 days, 13:17:53
2023-08-04 20:09:23,404 semantic_segmentation INFO: Iters: 17290/150000 || Lr: 0.017913 || Task Loss: 0.2334 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:07 || Estimated Time: 2 days, 13:17:31
2023-08-04 20:09:39,320 semantic_segmentation INFO: Iters: 17300/150000 || Lr: 0.017912 || Task Loss: 0.3051 || KD Loss: 0.1246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:23 || Estimated Time: 2 days, 13:17:09
2023-08-04 20:09:55,220 semantic_segmentation INFO: Iters: 17310/150000 || Lr: 0.017910 || Task Loss: 0.1987 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:39 || Estimated Time: 2 days, 13:16:47
2023-08-04 20:10:11,141 semantic_segmentation INFO: Iters: 17320/150000 || Lr: 0.017909 || Task Loss: 0.3996 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:55 || Estimated Time: 2 days, 13:16:25
2023-08-04 20:10:27,058 semantic_segmentation INFO: Iters: 17330/150000 || Lr: 0.017908 || Task Loss: 0.3750 || KD Loss: 0.1791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:00:11 || Estimated Time: 2 days, 13:16:03
2023-08-04 20:10:42,972 semantic_segmentation INFO: Iters: 17340/150000 || Lr: 0.017907 || Task Loss: 0.2320 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:00:27 || Estimated Time: 2 days, 13:15:41
2023-08-04 20:10:58,858 semantic_segmentation INFO: Iters: 17350/150000 || Lr: 0.017906 || Task Loss: 0.5902 || KD Loss: 0.2681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:00:43 || Estimated Time: 2 days, 13:15:19
2023-08-04 20:11:14,743 semantic_segmentation INFO: Iters: 17360/150000 || Lr: 0.017904 || Task Loss: 0.5481 || KD Loss: 0.4235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:00:59 || Estimated Time: 2 days, 13:14:56
2023-08-04 20:11:30,615 semantic_segmentation INFO: Iters: 17370/150000 || Lr: 0.017903 || Task Loss: 0.4368 || KD Loss: 0.1718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:15 || Estimated Time: 2 days, 13:14:34
2023-08-04 20:11:46,484 semantic_segmentation INFO: Iters: 17380/150000 || Lr: 0.017902 || Task Loss: 0.3733 || KD Loss: 0.3270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:31 || Estimated Time: 2 days, 13:14:12
2023-08-04 20:12:02,341 semantic_segmentation INFO: Iters: 17390/150000 || Lr: 0.017901 || Task Loss: 0.5955 || KD Loss: 0.2110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:46 || Estimated Time: 2 days, 13:13:49
2023-08-04 20:12:18,209 semantic_segmentation INFO: Iters: 17400/150000 || Lr: 0.017899 || Task Loss: 0.2455 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:02:02 || Estimated Time: 2 days, 13:13:27
2023-08-04 20:12:34,069 semantic_segmentation INFO: Iters: 17410/150000 || Lr: 0.017898 || Task Loss: 0.2305 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:02:18 || Estimated Time: 2 days, 13:13:04
2023-08-04 20:12:49,935 semantic_segmentation INFO: Iters: 17420/150000 || Lr: 0.017897 || Task Loss: 0.1773 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:02:34 || Estimated Time: 2 days, 13:12:42
2023-08-04 20:13:05,772 semantic_segmentation INFO: Iters: 17430/150000 || Lr: 0.017896 || Task Loss: 0.3129 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:02:50 || Estimated Time: 2 days, 13:12:19
2023-08-04 20:13:21,592 semantic_segmentation INFO: Iters: 17440/150000 || Lr: 0.017895 || Task Loss: 0.2682 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:06 || Estimated Time: 2 days, 13:11:57
2023-08-04 20:13:37,452 semantic_segmentation INFO: Iters: 17450/150000 || Lr: 0.017893 || Task Loss: 0.4957 || KD Loss: 0.1843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:21 || Estimated Time: 2 days, 13:11:34
2023-08-04 20:13:53,301 semantic_segmentation INFO: Iters: 17460/150000 || Lr: 0.017892 || Task Loss: 0.4560 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:37 || Estimated Time: 2 days, 13:11:12
2023-08-04 20:14:09,140 semantic_segmentation INFO: Iters: 17470/150000 || Lr: 0.017891 || Task Loss: 0.3922 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:53 || Estimated Time: 2 days, 13:10:49
2023-08-04 20:14:24,997 semantic_segmentation INFO: Iters: 17480/150000 || Lr: 0.017890 || Task Loss: 0.4524 || KD Loss: 0.2670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:09 || Estimated Time: 2 days, 13:10:27
2023-08-04 20:14:40,838 semantic_segmentation INFO: Iters: 17490/150000 || Lr: 0.017889 || Task Loss: 0.3295 || KD Loss: 0.1609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:25 || Estimated Time: 2 days, 13:10:04
2023-08-04 20:14:56,686 semantic_segmentation INFO: Iters: 17500/150000 || Lr: 0.017887 || Task Loss: 0.2707 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:41 || Estimated Time: 2 days, 13:09:42
2023-08-04 20:15:12,530 semantic_segmentation INFO: Iters: 17510/150000 || Lr: 0.017886 || Task Loss: 0.2139 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:57 || Estimated Time: 2 days, 13:09:19
2023-08-04 20:15:28,390 semantic_segmentation INFO: Iters: 17520/150000 || Lr: 0.017885 || Task Loss: 0.1417 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:12 || Estimated Time: 2 days, 13:08:57
2023-08-04 20:15:44,237 semantic_segmentation INFO: Iters: 17530/150000 || Lr: 0.017884 || Task Loss: 0.2828 || KD Loss: 0.1922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:28 || Estimated Time: 2 days, 13:08:35
2023-08-04 20:16:00,074 semantic_segmentation INFO: Iters: 17540/150000 || Lr: 0.017882 || Task Loss: 0.1899 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:44 || Estimated Time: 2 days, 13:08:12
2023-08-04 20:16:15,916 semantic_segmentation INFO: Iters: 17550/150000 || Lr: 0.017881 || Task Loss: 0.2467 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:06:00 || Estimated Time: 2 days, 13:07:50
2023-08-04 20:16:31,759 semantic_segmentation INFO: Iters: 17560/150000 || Lr: 0.017880 || Task Loss: 0.1813 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:06:16 || Estimated Time: 2 days, 13:07:27
2023-08-04 20:16:47,602 semantic_segmentation INFO: Iters: 17570/150000 || Lr: 0.017879 || Task Loss: 0.3023 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:06:32 || Estimated Time: 2 days, 13:07:05
2023-08-04 20:17:03,448 semantic_segmentation INFO: Iters: 17580/150000 || Lr: 0.017878 || Task Loss: 0.2670 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:06:47 || Estimated Time: 2 days, 13:06:42
2023-08-04 20:17:19,305 semantic_segmentation INFO: Iters: 17590/150000 || Lr: 0.017876 || Task Loss: 0.4453 || KD Loss: 0.1899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:07:03 || Estimated Time: 2 days, 13:06:20
2023-08-04 20:17:35,158 semantic_segmentation INFO: Iters: 17600/150000 || Lr: 0.017875 || Task Loss: 0.3117 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:07:19 || Estimated Time: 2 days, 13:05:58
2023-08-04 20:17:35,235 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 20:17:36,008 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.889, mIoU: 0.342
2023-08-04 20:17:36,135 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.923, mIoU: 0.418
2023-08-04 20:17:36,258 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.938, mIoU: 0.441
2023-08-04 20:17:36,375 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.944, mIoU: 0.481
2023-08-04 20:17:36,496 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.946, mIoU: 0.473
2023-08-04 20:17:36,613 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.945, mIoU: 0.474
2023-08-04 20:17:36,737 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.943, mIoU: 0.470
2023-08-04 20:17:36,854 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.944, mIoU: 0.492
2023-08-04 20:17:36,976 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.508
2023-08-04 20:17:37,093 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.942, mIoU: 0.538
2023-08-04 20:17:37,214 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.533
2023-08-04 20:17:37,329 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.555
2023-08-04 20:17:37,451 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.938, mIoU: 0.564
2023-08-04 20:17:37,569 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.936, mIoU: 0.561
2023-08-04 20:17:37,690 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.554
2023-08-04 20:17:37,806 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.548
2023-08-04 20:17:37,928 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.547
2023-08-04 20:17:38,044 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.549
2023-08-04 20:17:38,164 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.556
2023-08-04 20:17:38,281 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.559
2023-08-04 20:17:38,403 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.558
2023-08-04 20:17:38,521 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.576
2023-08-04 20:17:38,642 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.577
2023-08-04 20:17:38,759 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.586
2023-08-04 20:17:38,880 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.607
2023-08-04 20:17:38,997 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.612
2023-08-04 20:17:39,118 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.607
2023-08-04 20:17:39,235 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.605
2023-08-04 20:17:39,356 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.605
2023-08-04 20:17:39,473 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.608
2023-08-04 20:17:39,593 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.607
2023-08-04 20:17:39,709 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.609
2023-08-04 20:17:39,830 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.609
2023-08-04 20:17:39,948 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.608
2023-08-04 20:17:40,067 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.610
2023-08-04 20:17:40,184 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.610
2023-08-04 20:17:40,305 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.606
2023-08-04 20:17:40,422 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.606
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2023-08-04 20:18:27,269 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 20:18:27,391 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 20:18:27,509 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 20:18:27,629 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 20:18:27,746 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 20:18:27,867 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:27,984 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:28,106 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:28,223 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:28,345 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 20:18:28,462 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 20:18:28,583 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.932, mIoU: 0.622
2023-08-04 20:18:28,701 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:28,822 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:28,940 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:29,061 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:29,180 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:29,301 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:29,419 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:29,540 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:29,657 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:29,778 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:29,895 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-04 20:18:30,017 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:30,135 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:30,257 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:18:30,375 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:18:30,496 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:30,609 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:30,731 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:18:30,848 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:30,970 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:31,089 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:31,210 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:31,326 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:31,449 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.933, mIoU: 0.626
2023-08-04 20:18:31,566 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:31,687 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:31,804 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:31,925 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:32,042 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:32,163 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:32,281 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:32,401 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:32,521 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:32,642 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:32,760 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:32,883 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:33,001 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:33,122 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:33,240 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:33,362 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.933, mIoU: 0.626
2023-08-04 20:18:33,479 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:33,600 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:18:33,716 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.933, mIoU: 0.626
2023-08-04 20:18:33,837 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.933, mIoU: 0.626
2023-08-04 20:18:33,955 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.933, mIoU: 0.626
2023-08-04 20:18:34,076 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.933, mIoU: 0.626
2023-08-04 20:18:34,193 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.933, mIoU: 0.626
2023-08-04 20:18:34,314 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.933, mIoU: 0.627
2023-08-04 20:18:34,432 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:18:34,553 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:18:34,669 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:18:34,790 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:18:34,915 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:18:35,035 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:18:35,151 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:18:35,273 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:18:35,392 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:18:51,308 semantic_segmentation INFO: Iters: 17610/150000 || Lr: 0.017874 || Task Loss: 0.2733 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:13:09
2023-08-04 20:19:07,138 semantic_segmentation INFO: Iters: 17620/150000 || Lr: 0.017873 || Task Loss: 0.2852 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:08:51 || Estimated Time: 2 days, 13:12:46
2023-08-04 20:19:23,005 semantic_segmentation INFO: Iters: 17630/150000 || Lr: 0.017872 || Task Loss: 0.3340 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:07 || Estimated Time: 2 days, 13:12:23
2023-08-04 20:19:38,879 semantic_segmentation INFO: Iters: 17640/150000 || Lr: 0.017870 || Task Loss: 0.2655 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:23 || Estimated Time: 2 days, 13:12:01
2023-08-04 20:19:54,754 semantic_segmentation INFO: Iters: 17650/150000 || Lr: 0.017869 || Task Loss: 0.2447 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:39 || Estimated Time: 2 days, 13:11:39
2023-08-04 20:20:10,624 semantic_segmentation INFO: Iters: 17660/150000 || Lr: 0.017868 || Task Loss: 0.3158 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:55 || Estimated Time: 2 days, 13:11:16
2023-08-04 20:20:26,478 semantic_segmentation INFO: Iters: 17670/150000 || Lr: 0.017867 || Task Loss: 0.2707 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:11 || Estimated Time: 2 days, 13:10:54
2023-08-04 20:20:42,325 semantic_segmentation INFO: Iters: 17680/150000 || Lr: 0.017865 || Task Loss: 0.3231 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:26 || Estimated Time: 2 days, 13:10:31
2023-08-04 20:20:58,182 semantic_segmentation INFO: Iters: 17690/150000 || Lr: 0.017864 || Task Loss: 0.4475 || KD Loss: 0.1787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:42 || Estimated Time: 2 days, 13:10:08
2023-08-04 20:21:14,038 semantic_segmentation INFO: Iters: 17700/150000 || Lr: 0.017863 || Task Loss: 0.3126 || KD Loss: 0.1556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:58 || Estimated Time: 2 days, 13:09:46
2023-08-04 20:21:29,874 semantic_segmentation INFO: Iters: 17710/150000 || Lr: 0.017862 || Task Loss: 0.3624 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:14 || Estimated Time: 2 days, 13:09:23
2023-08-04 20:21:45,711 semantic_segmentation INFO: Iters: 17720/150000 || Lr: 0.017861 || Task Loss: 0.2129 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:30 || Estimated Time: 2 days, 13:09:01
2023-08-04 20:22:01,560 semantic_segmentation INFO: Iters: 17730/150000 || Lr: 0.017859 || Task Loss: 0.3945 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:46 || Estimated Time: 2 days, 13:08:38
2023-08-04 20:22:17,411 semantic_segmentation INFO: Iters: 17740/150000 || Lr: 0.017858 || Task Loss: 0.1655 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:01 || Estimated Time: 2 days, 13:08:15
2023-08-04 20:22:33,247 semantic_segmentation INFO: Iters: 17750/150000 || Lr: 0.017857 || Task Loss: 0.1891 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:17 || Estimated Time: 2 days, 13:07:53
2023-08-04 20:22:49,081 semantic_segmentation INFO: Iters: 17760/150000 || Lr: 0.017856 || Task Loss: 0.3688 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:33 || Estimated Time: 2 days, 13:07:30
2023-08-04 20:23:04,940 semantic_segmentation INFO: Iters: 17770/150000 || Lr: 0.017855 || Task Loss: 0.9728 || KD Loss: 0.5389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:49 || Estimated Time: 2 days, 13:07:08
2023-08-04 20:23:20,783 semantic_segmentation INFO: Iters: 17780/150000 || Lr: 0.017853 || Task Loss: 0.2972 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:13:05 || Estimated Time: 2 days, 13:06:45
2023-08-04 20:23:36,637 semantic_segmentation INFO: Iters: 17790/150000 || Lr: 0.017852 || Task Loss: 0.3682 || KD Loss: 0.1996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:13:21 || Estimated Time: 2 days, 13:06:23
2023-08-04 20:23:52,476 semantic_segmentation INFO: Iters: 17800/150000 || Lr: 0.017851 || Task Loss: 0.4145 || KD Loss: 0.1895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:06:00
2023-08-04 20:24:08,397 semantic_segmentation INFO: Iters: 17810/150000 || Lr: 0.017850 || Task Loss: 0.4168 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:13:52 || Estimated Time: 2 days, 13:05:38
2023-08-04 20:24:24,512 semantic_segmentation INFO: Iters: 17820/150000 || Lr: 0.017848 || Task Loss: 0.2287 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 13:05:18
2023-08-04 20:24:40,896 semantic_segmentation INFO: Iters: 17830/150000 || Lr: 0.017847 || Task Loss: 0.3046 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:14:25 || Estimated Time: 2 days, 13:04:59
2023-08-04 20:24:57,042 semantic_segmentation INFO: Iters: 17840/150000 || Lr: 0.017846 || Task Loss: 0.1636 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:14:41 || Estimated Time: 2 days, 13:04:39
2023-08-04 20:25:12,881 semantic_segmentation INFO: Iters: 17850/150000 || Lr: 0.017845 || Task Loss: 0.3786 || KD Loss: 0.2179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:14:57 || Estimated Time: 2 days, 13:04:16
2023-08-04 20:25:28,758 semantic_segmentation INFO: Iters: 17860/150000 || Lr: 0.017844 || Task Loss: 0.4640 || KD Loss: 0.1888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:13 || Estimated Time: 2 days, 13:03:54
2023-08-04 20:25:44,626 semantic_segmentation INFO: Iters: 17870/150000 || Lr: 0.017842 || Task Loss: 0.2683 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:29 || Estimated Time: 2 days, 13:03:32
2023-08-04 20:26:00,483 semantic_segmentation INFO: Iters: 17880/150000 || Lr: 0.017841 || Task Loss: 0.1980 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:45 || Estimated Time: 2 days, 13:03:09
2023-08-04 20:26:16,366 semantic_segmentation INFO: Iters: 17890/150000 || Lr: 0.017840 || Task Loss: 0.3264 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:16:00 || Estimated Time: 2 days, 13:02:47
2023-08-04 20:26:32,236 semantic_segmentation INFO: Iters: 17900/150000 || Lr: 0.017839 || Task Loss: 0.2814 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:16:16 || Estimated Time: 2 days, 13:02:25
2023-08-04 20:26:48,090 semantic_segmentation INFO: Iters: 17910/150000 || Lr: 0.017837 || Task Loss: 0.3977 || KD Loss: 0.2178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:16:32 || Estimated Time: 2 days, 13:02:02
2023-08-04 20:27:03,977 semantic_segmentation INFO: Iters: 17920/150000 || Lr: 0.017836 || Task Loss: 0.3363 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:16:48 || Estimated Time: 2 days, 13:01:40
2023-08-04 20:27:19,879 semantic_segmentation INFO: Iters: 17930/150000 || Lr: 0.017835 || Task Loss: 0.4277 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:04 || Estimated Time: 2 days, 13:01:18
2023-08-04 20:27:35,760 semantic_segmentation INFO: Iters: 17940/150000 || Lr: 0.017834 || Task Loss: 0.3582 || KD Loss: 0.3935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:20 || Estimated Time: 2 days, 13:00:56
2023-08-04 20:27:51,639 semantic_segmentation INFO: Iters: 17950/150000 || Lr: 0.017833 || Task Loss: 0.2845 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:36 || Estimated Time: 2 days, 13:00:34
2023-08-04 20:28:07,522 semantic_segmentation INFO: Iters: 17960/150000 || Lr: 0.017831 || Task Loss: 0.3135 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:52 || Estimated Time: 2 days, 13:00:12
2023-08-04 20:28:23,393 semantic_segmentation INFO: Iters: 17970/150000 || Lr: 0.017830 || Task Loss: 0.3598 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:07 || Estimated Time: 2 days, 12:59:50
2023-08-04 20:28:39,259 semantic_segmentation INFO: Iters: 17980/150000 || Lr: 0.017829 || Task Loss: 0.4306 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:23 || Estimated Time: 2 days, 12:59:27
2023-08-04 20:28:55,125 semantic_segmentation INFO: Iters: 17990/150000 || Lr: 0.017828 || Task Loss: 0.3032 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:39 || Estimated Time: 2 days, 12:59:05
2023-08-04 20:29:10,988 semantic_segmentation INFO: Iters: 18000/150000 || Lr: 0.017827 || Task Loss: 0.2928 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:55 || Estimated Time: 2 days, 12:58:43
2023-08-04 20:29:26,846 semantic_segmentation INFO: Iters: 18010/150000 || Lr: 0.017825 || Task Loss: 0.2134 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:11 || Estimated Time: 2 days, 12:58:21
2023-08-04 20:29:42,727 semantic_segmentation INFO: Iters: 18020/150000 || Lr: 0.017824 || Task Loss: 0.3207 || KD Loss: 0.1342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:27 || Estimated Time: 2 days, 12:57:58
2023-08-04 20:29:58,579 semantic_segmentation INFO: Iters: 18030/150000 || Lr: 0.017823 || Task Loss: 0.2259 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:43 || Estimated Time: 2 days, 12:57:36
2023-08-04 20:30:14,407 semantic_segmentation INFO: Iters: 18040/150000 || Lr: 0.017822 || Task Loss: 0.3796 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:58 || Estimated Time: 2 days, 12:57:14
2023-08-04 20:30:30,262 semantic_segmentation INFO: Iters: 18050/150000 || Lr: 0.017820 || Task Loss: 0.2152 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:14 || Estimated Time: 2 days, 12:56:51
2023-08-04 20:30:46,124 semantic_segmentation INFO: Iters: 18060/150000 || Lr: 0.017819 || Task Loss: 0.3530 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:30 || Estimated Time: 2 days, 12:56:29
2023-08-04 20:31:01,982 semantic_segmentation INFO: Iters: 18070/150000 || Lr: 0.017818 || Task Loss: 0.2591 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:46 || Estimated Time: 2 days, 12:56:07
2023-08-04 20:31:17,809 semantic_segmentation INFO: Iters: 18080/150000 || Lr: 0.017817 || Task Loss: 0.2347 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:21:02 || Estimated Time: 2 days, 12:55:44
2023-08-04 20:31:33,638 semantic_segmentation INFO: Iters: 18090/150000 || Lr: 0.017816 || Task Loss: 0.4346 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:21:18 || Estimated Time: 2 days, 12:55:22
2023-08-04 20:31:49,479 semantic_segmentation INFO: Iters: 18100/150000 || Lr: 0.017814 || Task Loss: 0.4090 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:21:34 || Estimated Time: 2 days, 12:55:00
2023-08-04 20:32:05,294 semantic_segmentation INFO: Iters: 18110/150000 || Lr: 0.017813 || Task Loss: 0.2969 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:21:49 || Estimated Time: 2 days, 12:54:37
2023-08-04 20:32:21,108 semantic_segmentation INFO: Iters: 18120/150000 || Lr: 0.017812 || Task Loss: 0.3020 || KD Loss: 0.1283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:05 || Estimated Time: 2 days, 12:54:14
2023-08-04 20:32:36,945 semantic_segmentation INFO: Iters: 18130/150000 || Lr: 0.017811 || Task Loss: 0.3145 || KD Loss: 0.1296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:21 || Estimated Time: 2 days, 12:53:52
2023-08-04 20:32:52,789 semantic_segmentation INFO: Iters: 18140/150000 || Lr: 0.017810 || Task Loss: 0.2422 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:37 || Estimated Time: 2 days, 12:53:30
2023-08-04 20:33:08,626 semantic_segmentation INFO: Iters: 18150/150000 || Lr: 0.017808 || Task Loss: 0.2469 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:53 || Estimated Time: 2 days, 12:53:07
2023-08-04 20:33:24,465 semantic_segmentation INFO: Iters: 18160/150000 || Lr: 0.017807 || Task Loss: 0.3098 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 12:52:45
2023-08-04 20:33:40,316 semantic_segmentation INFO: Iters: 18170/150000 || Lr: 0.017806 || Task Loss: 0.4558 || KD Loss: 0.1684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:23:24 || Estimated Time: 2 days, 12:52:23
2023-08-04 20:33:56,167 semantic_segmentation INFO: Iters: 18180/150000 || Lr: 0.017805 || Task Loss: 0.4814 || KD Loss: 0.2286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:23:40 || Estimated Time: 2 days, 12:52:01
2023-08-04 20:34:12,016 semantic_segmentation INFO: Iters: 18190/150000 || Lr: 0.017803 || Task Loss: 0.3266 || KD Loss: 0.1655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:23:56 || Estimated Time: 2 days, 12:51:38
2023-08-04 20:34:27,859 semantic_segmentation INFO: Iters: 18200/150000 || Lr: 0.017802 || Task Loss: 0.4738 || KD Loss: 0.1744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:24:12 || Estimated Time: 2 days, 12:51:16
2023-08-04 20:34:43,682 semantic_segmentation INFO: Iters: 18210/150000 || Lr: 0.017801 || Task Loss: 0.5034 || KD Loss: 0.2218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:24:28 || Estimated Time: 2 days, 12:50:54
2023-08-04 20:34:59,518 semantic_segmentation INFO: Iters: 18220/150000 || Lr: 0.017800 || Task Loss: 0.2367 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:24:44 || Estimated Time: 2 days, 12:50:31
2023-08-04 20:35:15,350 semantic_segmentation INFO: Iters: 18230/150000 || Lr: 0.017799 || Task Loss: 0.6462 || KD Loss: 0.3621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:24:59 || Estimated Time: 2 days, 12:50:09
2023-08-04 20:35:31,166 semantic_segmentation INFO: Iters: 18240/150000 || Lr: 0.017797 || Task Loss: 0.1805 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:25:15 || Estimated Time: 2 days, 12:49:47
2023-08-04 20:35:46,993 semantic_segmentation INFO: Iters: 18250/150000 || Lr: 0.017796 || Task Loss: 0.2480 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:25:31 || Estimated Time: 2 days, 12:49:24
2023-08-04 20:36:02,829 semantic_segmentation INFO: Iters: 18260/150000 || Lr: 0.017795 || Task Loss: 0.2795 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:25:47 || Estimated Time: 2 days, 12:49:02
2023-08-04 20:36:18,668 semantic_segmentation INFO: Iters: 18270/150000 || Lr: 0.017794 || Task Loss: 0.2213 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:03 || Estimated Time: 2 days, 12:48:40
2023-08-04 20:36:34,489 semantic_segmentation INFO: Iters: 18280/150000 || Lr: 0.017793 || Task Loss: 0.2187 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:19 || Estimated Time: 2 days, 12:48:17
2023-08-04 20:36:50,303 semantic_segmentation INFO: Iters: 18290/150000 || Lr: 0.017791 || Task Loss: 0.1558 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:34 || Estimated Time: 2 days, 12:47:55
2023-08-04 20:37:06,161 semantic_segmentation INFO: Iters: 18300/150000 || Lr: 0.017790 || Task Loss: 0.2565 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:50 || Estimated Time: 2 days, 12:47:33
2023-08-04 20:37:21,994 semantic_segmentation INFO: Iters: 18310/150000 || Lr: 0.017789 || Task Loss: 0.2803 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:06 || Estimated Time: 2 days, 12:47:11
2023-08-04 20:37:37,818 semantic_segmentation INFO: Iters: 18320/150000 || Lr: 0.017788 || Task Loss: 0.3342 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:22 || Estimated Time: 2 days, 12:46:48
2023-08-04 20:37:53,658 semantic_segmentation INFO: Iters: 18330/150000 || Lr: 0.017786 || Task Loss: 0.2228 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:38 || Estimated Time: 2 days, 12:46:26
2023-08-04 20:38:09,475 semantic_segmentation INFO: Iters: 18340/150000 || Lr: 0.017785 || Task Loss: 0.3495 || KD Loss: 0.2033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:54 || Estimated Time: 2 days, 12:46:04
2023-08-04 20:38:25,277 semantic_segmentation INFO: Iters: 18350/150000 || Lr: 0.017784 || Task Loss: 0.2174 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:09 || Estimated Time: 2 days, 12:45:41
2023-08-04 20:38:41,121 semantic_segmentation INFO: Iters: 18360/150000 || Lr: 0.017783 || Task Loss: 0.3190 || KD Loss: 0.0948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:25 || Estimated Time: 2 days, 12:45:19
2023-08-04 20:38:56,953 semantic_segmentation INFO: Iters: 18370/150000 || Lr: 0.017782 || Task Loss: 0.3203 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:41 || Estimated Time: 2 days, 12:44:57
2023-08-04 20:39:12,787 semantic_segmentation INFO: Iters: 18380/150000 || Lr: 0.017780 || Task Loss: 0.4057 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:57 || Estimated Time: 2 days, 12:44:35
2023-08-04 20:39:28,609 semantic_segmentation INFO: Iters: 18390/150000 || Lr: 0.017779 || Task Loss: 0.4327 || KD Loss: 0.2240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:29:13 || Estimated Time: 2 days, 12:44:13
2023-08-04 20:39:44,424 semantic_segmentation INFO: Iters: 18400/150000 || Lr: 0.017778 || Task Loss: 0.3163 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:29:28 || Estimated Time: 2 days, 12:43:50
2023-08-04 20:39:44,500 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 20:39:45,266 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.897, mIoU: 0.352
2023-08-04 20:39:45,398 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.899, mIoU: 0.432
2023-08-04 20:39:45,521 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.911, mIoU: 0.456
2023-08-04 20:39:45,637 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.916, mIoU: 0.450
2023-08-04 20:39:45,754 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.926, mIoU: 0.449
2023-08-04 20:39:45,872 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.920, mIoU: 0.449
2023-08-04 20:39:45,990 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.923, mIoU: 0.484
2023-08-04 20:39:46,107 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.927, mIoU: 0.488
2023-08-04 20:39:46,225 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.927, mIoU: 0.492
2023-08-04 20:39:46,343 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.927, mIoU: 0.513
2023-08-04 20:39:46,461 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.928, mIoU: 0.513
2023-08-04 20:39:46,577 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.920, mIoU: 0.542
2023-08-04 20:39:46,695 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.922, mIoU: 0.542
2023-08-04 20:39:46,813 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.543
2023-08-04 20:39:46,932 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.919, mIoU: 0.539
2023-08-04 20:39:47,049 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.534
2023-08-04 20:39:47,166 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.919, mIoU: 0.540
2023-08-04 20:39:47,284 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.921, mIoU: 0.542
2023-08-04 20:39:47,403 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.921, mIoU: 0.547
2023-08-04 20:39:47,521 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.554
2023-08-04 20:39:47,640 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.921, mIoU: 0.555
2023-08-04 20:39:47,757 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.575
2023-08-04 20:39:47,878 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.578
2023-08-04 20:39:47,996 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.583
2023-08-04 20:39:48,113 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.924, mIoU: 0.598
2023-08-04 20:39:48,231 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.602
2023-08-04 20:39:48,348 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.594
2023-08-04 20:39:48,465 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.593
2023-08-04 20:39:48,583 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.595
2023-08-04 20:39:48,701 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.594
2023-08-04 20:39:48,817 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.593
2023-08-04 20:39:48,933 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.593
2023-08-04 20:39:49,051 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.595
2023-08-04 20:39:49,168 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.595
2023-08-04 20:39:49,286 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.597
2023-08-04 20:39:49,403 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.596
2023-08-04 20:39:49,521 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.593
2023-08-04 20:39:49,639 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.924, mIoU: 0.593
2023-08-04 20:39:49,759 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.597
2023-08-04 20:39:49,876 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.598
2023-08-04 20:39:49,994 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.597
2023-08-04 20:39:50,112 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.596
2023-08-04 20:39:50,230 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.925, mIoU: 0.597
2023-08-04 20:39:50,349 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.597
2023-08-04 20:39:50,470 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.594
2023-08-04 20:39:50,589 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.593
2023-08-04 20:39:50,707 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.593
2023-08-04 20:39:50,826 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.592
2023-08-04 20:39:50,944 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.598
2023-08-04 20:39:51,062 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.600
2023-08-04 20:39:51,179 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.600
2023-08-04 20:39:51,298 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.608
2023-08-04 20:39:51,419 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.608
2023-08-04 20:39:51,535 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.612
2023-08-04 20:39:51,652 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.611
2023-08-04 20:39:51,770 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.616
2023-08-04 20:39:51,887 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.617
2023-08-04 20:39:52,004 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.623
2023-08-04 20:39:52,124 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.626
2023-08-04 20:39:52,241 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-04 20:39:52,359 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.626
2023-08-04 20:39:52,477 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.928, mIoU: 0.628
2023-08-04 20:39:52,595 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.626
2023-08-04 20:39:52,712 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.629
2023-08-04 20:39:52,831 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.630
2023-08-04 20:39:52,948 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.630
2023-08-04 20:39:53,065 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.629
2023-08-04 20:39:53,182 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.630
2023-08-04 20:39:53,299 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.629
2023-08-04 20:39:53,416 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.628
2023-08-04 20:39:53,534 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.629
2023-08-04 20:39:53,651 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.627
2023-08-04 20:39:53,769 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.625
2023-08-04 20:39:53,886 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.624
2023-08-04 20:39:54,007 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.625
2023-08-04 20:39:54,126 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.625
2023-08-04 20:39:54,243 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.623
2023-08-04 20:39:54,360 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.926, mIoU: 0.621
2023-08-04 20:39:54,476 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.621
2023-08-04 20:39:54,593 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.623
2023-08-04 20:39:54,711 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.927, mIoU: 0.625
2023-08-04 20:39:54,832 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.927, mIoU: 0.625
2023-08-04 20:39:54,949 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.927, mIoU: 0.624
2023-08-04 20:39:55,066 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.926, mIoU: 0.623
2023-08-04 20:39:55,186 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.924, mIoU: 0.619
2023-08-04 20:39:55,304 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.619
2023-08-04 20:39:55,424 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.618
2023-08-04 20:39:55,541 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.618
2023-08-04 20:39:55,659 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.619
2023-08-04 20:39:55,777 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.925, mIoU: 0.619
2023-08-04 20:39:55,895 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.925, mIoU: 0.619
2023-08-04 20:39:56,013 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.636
2023-08-04 20:39:56,131 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.635
2023-08-04 20:39:56,249 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.636
2023-08-04 20:39:56,372 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.926, mIoU: 0.636
2023-08-04 20:39:56,488 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.636
2023-08-04 20:39:56,606 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.925, mIoU: 0.635
2023-08-04 20:39:56,723 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.635
2023-08-04 20:39:56,840 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.925, mIoU: 0.635
2023-08-04 20:39:56,958 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.635
2023-08-04 20:39:57,075 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.923, mIoU: 0.634
2023-08-04 20:39:57,193 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.922, mIoU: 0.632
2023-08-04 20:39:57,310 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.632
2023-08-04 20:39:57,427 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.922, mIoU: 0.632
2023-08-04 20:39:57,545 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.922, mIoU: 0.632
2023-08-04 20:39:57,663 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.923, mIoU: 0.632
2023-08-04 20:39:57,780 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.923, mIoU: 0.632
2023-08-04 20:39:57,898 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.923, mIoU: 0.633
2023-08-04 20:39:58,016 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.923, mIoU: 0.632
2023-08-04 20:39:58,134 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.923, mIoU: 0.631
2023-08-04 20:39:58,252 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.923, mIoU: 0.631
2023-08-04 20:39:58,369 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.923, mIoU: 0.631
2023-08-04 20:39:58,486 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.923, mIoU: 0.630
2023-08-04 20:39:58,605 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.923, mIoU: 0.630
2023-08-04 20:39:58,723 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.923, mIoU: 0.630
2023-08-04 20:39:58,840 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-04 20:39:58,958 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.923, mIoU: 0.630
2023-08-04 20:39:59,076 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.628
2023-08-04 20:39:59,193 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.922, mIoU: 0.630
2023-08-04 20:39:59,311 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.630
2023-08-04 20:39:59,428 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.923, mIoU: 0.630
2023-08-04 20:39:59,547 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-04 20:39:59,663 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-04 20:39:59,780 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.631
2023-08-04 20:39:59,897 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.630
2023-08-04 20:40:00,014 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.922, mIoU: 0.630
2023-08-04 20:40:00,133 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.631
2023-08-04 20:40:00,252 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.922, mIoU: 0.632
2023-08-04 20:40:00,370 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.631
2023-08-04 20:40:00,487 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.923, mIoU: 0.632
2023-08-04 20:40:00,606 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.630
2023-08-04 20:40:00,724 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.922, mIoU: 0.629
2023-08-04 20:40:00,845 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-04 20:40:00,962 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-04 20:40:01,080 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-04 20:40:01,198 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-04 20:40:01,318 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-04 20:40:01,437 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.923, mIoU: 0.628
2023-08-04 20:40:01,555 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.922, mIoU: 0.626
2023-08-04 20:40:01,672 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.922, mIoU: 0.628
2023-08-04 20:40:01,793 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.922, mIoU: 0.627
2023-08-04 20:40:01,915 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.922, mIoU: 0.627
2023-08-04 20:40:02,040 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.922, mIoU: 0.626
2023-08-04 20:40:02,157 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.922, mIoU: 0.626
2023-08-04 20:40:02,274 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.922, mIoU: 0.625
2023-08-04 20:40:02,391 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.922, mIoU: 0.627
2023-08-04 20:40:02,509 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.922, mIoU: 0.627
2023-08-04 20:40:02,626 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.922, mIoU: 0.627
2023-08-04 20:40:02,744 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.922, mIoU: 0.626
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2023-08-04 20:40:25,794 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.927, mIoU: 0.614
2023-08-04 20:40:25,911 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.927, mIoU: 0.614
2023-08-04 20:40:26,029 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.927, mIoU: 0.614
2023-08-04 20:40:26,147 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.927, mIoU: 0.614
2023-08-04 20:40:26,266 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.927, mIoU: 0.614
2023-08-04 20:40:26,384 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 20:40:26,500 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 20:40:26,619 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 20:40:26,735 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 20:40:26,853 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 20:40:26,971 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 20:40:27,088 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 20:40:27,206 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-04 20:40:27,325 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.927, mIoU: 0.616
2023-08-04 20:40:27,443 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 20:40:27,561 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 20:40:27,679 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 20:40:27,799 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 20:40:27,917 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 20:40:28,035 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 20:40:28,152 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 20:40:28,271 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.928, mIoU: 0.617
2023-08-04 20:40:28,392 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.928, mIoU: 0.618
2023-08-04 20:40:28,509 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.928, mIoU: 0.618
2023-08-04 20:40:28,627 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.928, mIoU: 0.619
2023-08-04 20:40:28,749 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.928, mIoU: 0.619
2023-08-04 20:40:28,867 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.928, mIoU: 0.619
2023-08-04 20:40:28,986 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.928, mIoU: 0.619
2023-08-04 20:40:29,103 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.928, mIoU: 0.619
2023-08-04 20:40:29,220 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.928, mIoU: 0.619
2023-08-04 20:40:29,342 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.928, mIoU: 0.619
2023-08-04 20:40:29,461 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-04 20:40:29,579 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-04 20:40:29,696 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-04 20:40:29,814 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-04 20:40:29,932 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-04 20:40:30,049 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-04 20:40:30,167 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-04 20:40:30,289 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-04 20:40:30,407 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.929, mIoU: 0.620
2023-08-04 20:40:30,525 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.929, mIoU: 0.620
2023-08-04 20:40:30,643 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.929, mIoU: 0.621
2023-08-04 20:40:30,761 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.929, mIoU: 0.621
2023-08-04 20:40:30,880 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.929, mIoU: 0.621
2023-08-04 20:40:31,000 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.930, mIoU: 0.621
2023-08-04 20:40:31,118 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:31,237 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:31,355 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:31,473 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:31,591 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:31,712 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:31,830 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:31,948 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:32,066 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:32,185 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:32,304 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:32,425 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.930, mIoU: 0.622
2023-08-04 20:40:32,544 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 20:40:32,664 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 20:40:32,783 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 20:40:32,904 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-04 20:40:33,022 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.931, mIoU: 0.623
2023-08-04 20:40:33,145 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.931, mIoU: 0.623
2023-08-04 20:40:33,264 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.931, mIoU: 0.623
2023-08-04 20:40:33,382 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.931, mIoU: 0.623
2023-08-04 20:40:33,501 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.931, mIoU: 0.624
2023-08-04 20:40:33,622 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.931, mIoU: 0.624
2023-08-04 20:40:33,741 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.931, mIoU: 0.624
2023-08-04 20:40:33,860 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.931, mIoU: 0.624
2023-08-04 20:40:33,979 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.931, mIoU: 0.624
2023-08-04 20:40:34,098 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.931, mIoU: 0.624
2023-08-04 20:40:34,216 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.932, mIoU: 0.624
2023-08-04 20:40:34,334 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.932, mIoU: 0.624
2023-08-04 20:40:34,453 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.932, mIoU: 0.624
2023-08-04 20:40:34,574 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.932, mIoU: 0.624
2023-08-04 20:40:34,692 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.932, mIoU: 0.624
2023-08-04 20:40:34,811 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:34,929 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:35,047 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:35,166 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.932, mIoU: 0.624
2023-08-04 20:40:35,284 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:35,402 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:35,519 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:35,636 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:35,755 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:35,873 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:35,991 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:36,109 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.932, mIoU: 0.625
2023-08-04 20:40:36,227 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:36,345 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:36,463 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:36,581 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:36,700 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:36,820 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:36,937 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:37,055 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:37,172 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 20:40:37,291 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 20:40:37,409 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 20:40:37,527 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 20:40:37,644 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 20:40:37,763 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 20:40:37,881 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.933, mIoU: 0.624
2023-08-04 20:40:38,000 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:38,116 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.933, mIoU: 0.625
2023-08-04 20:40:38,235 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 20:40:38,356 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 20:40:38,474 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 20:40:38,592 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 20:40:38,710 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-04 20:40:38,831 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 20:40:38,950 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 20:40:39,068 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 20:40:39,185 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 20:40:39,303 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 20:40:39,418 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 20:40:39,536 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.934, mIoU: 0.626
2023-08-04 20:40:39,654 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:39,774 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:39,893 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:40,013 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:40,131 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:40,250 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:40,367 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:40,484 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:40,601 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:40,718 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:40,836 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:40,953 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:41,071 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:41,186 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:41,306 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:41,425 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:41,544 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-04 20:40:41,662 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 20:40:41,780 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 20:40:41,897 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 20:40:42,016 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 20:40:42,136 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 20:40:42,255 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 20:40:42,372 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 20:40:42,488 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-04 20:40:42,605 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:40:42,722 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:40:42,840 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:40:42,958 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:40:43,075 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:40:43,192 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:40:43,311 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:40:43,428 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:40:43,545 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.935, mIoU: 0.629
2023-08-04 20:40:43,664 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.935, mIoU: 0.629
2023-08-04 20:40:43,782 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.935, mIoU: 0.629
2023-08-04 20:40:43,899 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.935, mIoU: 0.629
2023-08-04 20:40:44,016 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:40:44,133 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-04 20:41:00,056 semantic_segmentation INFO: Iters: 18410/150000 || Lr: 0.017777 || Task Loss: 0.2173 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:30:44 || Estimated Time: 2 days, 12:50:35
2023-08-04 20:41:15,879 semantic_segmentation INFO: Iters: 18420/150000 || Lr: 0.017775 || Task Loss: 0.5781 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:00 || Estimated Time: 2 days, 12:50:13
2023-08-04 20:41:31,724 semantic_segmentation INFO: Iters: 18430/150000 || Lr: 0.017774 || Task Loss: 0.2167 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:16 || Estimated Time: 2 days, 12:49:51
2023-08-04 20:41:47,555 semantic_segmentation INFO: Iters: 18440/150000 || Lr: 0.017773 || Task Loss: 0.2948 || KD Loss: 0.1512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:32 || Estimated Time: 2 days, 12:49:28
2023-08-04 20:42:03,396 semantic_segmentation INFO: Iters: 18450/150000 || Lr: 0.017772 || Task Loss: 0.4778 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:47 || Estimated Time: 2 days, 12:49:06
2023-08-04 20:42:19,263 semantic_segmentation INFO: Iters: 18460/150000 || Lr: 0.017771 || Task Loss: 0.3973 || KD Loss: 0.1685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:03 || Estimated Time: 2 days, 12:48:44
2023-08-04 20:42:35,134 semantic_segmentation INFO: Iters: 18470/150000 || Lr: 0.017769 || Task Loss: 0.4982 || KD Loss: 0.1762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:19 || Estimated Time: 2 days, 12:48:21
2023-08-04 20:42:50,998 semantic_segmentation INFO: Iters: 18480/150000 || Lr: 0.017768 || Task Loss: 0.2941 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:35 || Estimated Time: 2 days, 12:47:59
2023-08-04 20:43:06,873 semantic_segmentation INFO: Iters: 18490/150000 || Lr: 0.017767 || Task Loss: 0.5581 || KD Loss: 0.2750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:51 || Estimated Time: 2 days, 12:47:37
2023-08-04 20:43:22,753 semantic_segmentation INFO: Iters: 18500/150000 || Lr: 0.017766 || Task Loss: 0.3805 || KD Loss: 0.3196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:33:07 || Estimated Time: 2 days, 12:47:15
2023-08-04 20:43:38,642 semantic_segmentation INFO: Iters: 18510/150000 || Lr: 0.017765 || Task Loss: 0.3122 || KD Loss: 0.1661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:33:23 || Estimated Time: 2 days, 12:46:53
2023-08-04 20:43:54,504 semantic_segmentation INFO: Iters: 18520/150000 || Lr: 0.017763 || Task Loss: 0.2536 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:33:39 || Estimated Time: 2 days, 12:46:31
2023-08-04 20:44:10,368 semantic_segmentation INFO: Iters: 18530/150000 || Lr: 0.017762 || Task Loss: 0.3043 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 12:46:09
2023-08-04 20:44:26,239 semantic_segmentation INFO: Iters: 18540/150000 || Lr: 0.017761 || Task Loss: 0.5129 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:34:10 || Estimated Time: 2 days, 12:45:47
2023-08-04 20:44:42,100 semantic_segmentation INFO: Iters: 18550/150000 || Lr: 0.017760 || Task Loss: 0.4000 || KD Loss: 0.2270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:34:26 || Estimated Time: 2 days, 12:45:25
2023-08-04 20:44:57,982 semantic_segmentation INFO: Iters: 18560/150000 || Lr: 0.017758 || Task Loss: 0.3255 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:34:42 || Estimated Time: 2 days, 12:45:03
2023-08-04 20:45:13,854 semantic_segmentation INFO: Iters: 18570/150000 || Lr: 0.017757 || Task Loss: 0.2892 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:34:58 || Estimated Time: 2 days, 12:44:40
2023-08-04 20:45:29,747 semantic_segmentation INFO: Iters: 18580/150000 || Lr: 0.017756 || Task Loss: 0.2547 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:35:14 || Estimated Time: 2 days, 12:44:19
2023-08-04 20:45:45,605 semantic_segmentation INFO: Iters: 18590/150000 || Lr: 0.017755 || Task Loss: 0.3553 || KD Loss: 0.1351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:35:30 || Estimated Time: 2 days, 12:43:56
2023-08-04 20:46:01,478 semantic_segmentation INFO: Iters: 18600/150000 || Lr: 0.017754 || Task Loss: 0.3303 || KD Loss: 0.1796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:35:46 || Estimated Time: 2 days, 12:43:34
2023-08-04 20:46:17,329 semantic_segmentation INFO: Iters: 18610/150000 || Lr: 0.017752 || Task Loss: 0.7008 || KD Loss: 0.2715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:01 || Estimated Time: 2 days, 12:43:12
2023-08-04 20:46:33,161 semantic_segmentation INFO: Iters: 18620/150000 || Lr: 0.017751 || Task Loss: 0.2942 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:17 || Estimated Time: 2 days, 12:42:50
2023-08-04 20:46:49,002 semantic_segmentation INFO: Iters: 18630/150000 || Lr: 0.017750 || Task Loss: 0.3752 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:33 || Estimated Time: 2 days, 12:42:28
2023-08-04 20:47:04,843 semantic_segmentation INFO: Iters: 18640/150000 || Lr: 0.017749 || Task Loss: 0.3672 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:49 || Estimated Time: 2 days, 12:42:05
2023-08-04 20:47:20,678 semantic_segmentation INFO: Iters: 18650/150000 || Lr: 0.017748 || Task Loss: 0.4150 || KD Loss: 0.1604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:05 || Estimated Time: 2 days, 12:41:43
2023-08-04 20:47:36,506 semantic_segmentation INFO: Iters: 18660/150000 || Lr: 0.017746 || Task Loss: 0.3393 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:21 || Estimated Time: 2 days, 12:41:21
2023-08-04 20:47:52,351 semantic_segmentation INFO: Iters: 18670/150000 || Lr: 0.017745 || Task Loss: 0.2923 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:36 || Estimated Time: 2 days, 12:40:59
2023-08-04 20:48:08,208 semantic_segmentation INFO: Iters: 18680/150000 || Lr: 0.017744 || Task Loss: 0.2873 || KD Loss: 0.1991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:52 || Estimated Time: 2 days, 12:40:37
2023-08-04 20:48:24,038 semantic_segmentation INFO: Iters: 18690/150000 || Lr: 0.017743 || Task Loss: 0.4191 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:38:08 || Estimated Time: 2 days, 12:40:14
2023-08-04 20:48:39,864 semantic_segmentation INFO: Iters: 18700/150000 || Lr: 0.017741 || Task Loss: 0.4009 || KD Loss: 0.2408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:38:24 || Estimated Time: 2 days, 12:39:52
2023-08-04 20:48:55,696 semantic_segmentation INFO: Iters: 18710/150000 || Lr: 0.017740 || Task Loss: 0.3404 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:38:40 || Estimated Time: 2 days, 12:39:30
2023-08-04 20:49:11,534 semantic_segmentation INFO: Iters: 18720/150000 || Lr: 0.017739 || Task Loss: 0.3152 || KD Loss: 0.1387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:38:56 || Estimated Time: 2 days, 12:39:07
2023-08-04 20:49:27,361 semantic_segmentation INFO: Iters: 18730/150000 || Lr: 0.017738 || Task Loss: 0.4067 || KD Loss: 0.1579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:11 || Estimated Time: 2 days, 12:38:45
2023-08-04 20:49:43,215 semantic_segmentation INFO: Iters: 18740/150000 || Lr: 0.017737 || Task Loss: 0.2632 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:27 || Estimated Time: 2 days, 12:38:23
2023-08-04 20:49:59,056 semantic_segmentation INFO: Iters: 18750/150000 || Lr: 0.017735 || Task Loss: 0.2380 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:43 || Estimated Time: 2 days, 12:38:01
2023-08-04 20:50:14,912 semantic_segmentation INFO: Iters: 18760/150000 || Lr: 0.017734 || Task Loss: 0.5675 || KD Loss: 0.3159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:59 || Estimated Time: 2 days, 12:37:39
2023-08-04 20:50:30,752 semantic_segmentation INFO: Iters: 18770/150000 || Lr: 0.017733 || Task Loss: 0.2386 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:40:15 || Estimated Time: 2 days, 12:37:17
2023-08-04 20:50:46,557 semantic_segmentation INFO: Iters: 18780/150000 || Lr: 0.017732 || Task Loss: 0.3463 || KD Loss: 0.1531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:40:31 || Estimated Time: 2 days, 12:36:54
2023-08-04 20:51:02,373 semantic_segmentation INFO: Iters: 18790/150000 || Lr: 0.017731 || Task Loss: 0.4147 || KD Loss: 0.1772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:40:46 || Estimated Time: 2 days, 12:36:32
2023-08-04 20:51:18,188 semantic_segmentation INFO: Iters: 18800/150000 || Lr: 0.017729 || Task Loss: 0.3801 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:02 || Estimated Time: 2 days, 12:36:10
2023-08-04 20:51:34,012 semantic_segmentation INFO: Iters: 18810/150000 || Lr: 0.017728 || Task Loss: 0.2935 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:18 || Estimated Time: 2 days, 12:35:47
2023-08-04 20:51:49,870 semantic_segmentation INFO: Iters: 18820/150000 || Lr: 0.017727 || Task Loss: 0.2920 || KD Loss: 0.1611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:34 || Estimated Time: 2 days, 12:35:25
2023-08-04 20:52:05,746 semantic_segmentation INFO: Iters: 18830/150000 || Lr: 0.017726 || Task Loss: 0.2737 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:50 || Estimated Time: 2 days, 12:35:04
2023-08-04 20:52:21,596 semantic_segmentation INFO: Iters: 18840/150000 || Lr: 0.017724 || Task Loss: 0.2968 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:06 || Estimated Time: 2 days, 12:34:42
2023-08-04 20:52:37,433 semantic_segmentation INFO: Iters: 18850/150000 || Lr: 0.017723 || Task Loss: 0.2954 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:21 || Estimated Time: 2 days, 12:34:19
2023-08-04 20:52:53,280 semantic_segmentation INFO: Iters: 18860/150000 || Lr: 0.017722 || Task Loss: 0.2567 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:37 || Estimated Time: 2 days, 12:33:57
2023-08-04 20:53:09,125 semantic_segmentation INFO: Iters: 18870/150000 || Lr: 0.017721 || Task Loss: 0.3242 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:53 || Estimated Time: 2 days, 12:33:35
2023-08-04 20:53:24,960 semantic_segmentation INFO: Iters: 18880/150000 || Lr: 0.017720 || Task Loss: 0.3913 || KD Loss: 0.1476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:43:09 || Estimated Time: 2 days, 12:33:13
2023-08-04 20:53:40,787 semantic_segmentation INFO: Iters: 18890/150000 || Lr: 0.017718 || Task Loss: 0.3133 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:43:25 || Estimated Time: 2 days, 12:32:51
2023-08-04 20:53:56,629 semantic_segmentation INFO: Iters: 18900/150000 || Lr: 0.017717 || Task Loss: 0.4257 || KD Loss: 0.1885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:43:41 || Estimated Time: 2 days, 12:32:29
2023-08-04 20:54:12,444 semantic_segmentation INFO: Iters: 18910/150000 || Lr: 0.017716 || Task Loss: 0.3051 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:43:56 || Estimated Time: 2 days, 12:32:07
2023-08-04 20:54:28,286 semantic_segmentation INFO: Iters: 18920/150000 || Lr: 0.017715 || Task Loss: 0.2805 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:12 || Estimated Time: 2 days, 12:31:45
2023-08-04 20:54:44,110 semantic_segmentation INFO: Iters: 18930/150000 || Lr: 0.017713 || Task Loss: 0.4451 || KD Loss: 0.1983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:28 || Estimated Time: 2 days, 12:31:23
2023-08-04 20:54:59,938 semantic_segmentation INFO: Iters: 18940/150000 || Lr: 0.017712 || Task Loss: 0.3756 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:44 || Estimated Time: 2 days, 12:31:00
2023-08-04 20:55:15,769 semantic_segmentation INFO: Iters: 18950/150000 || Lr: 0.017711 || Task Loss: 0.1519 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:00 || Estimated Time: 2 days, 12:30:38
2023-08-04 20:55:31,606 semantic_segmentation INFO: Iters: 18960/150000 || Lr: 0.017710 || Task Loss: 0.2902 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:16 || Estimated Time: 2 days, 12:30:16
2023-08-04 20:55:47,435 semantic_segmentation INFO: Iters: 18970/150000 || Lr: 0.017709 || Task Loss: 0.2834 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:31 || Estimated Time: 2 days, 12:29:54
2023-08-04 20:56:03,280 semantic_segmentation INFO: Iters: 18980/150000 || Lr: 0.017707 || Task Loss: 0.2597 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:47 || Estimated Time: 2 days, 12:29:32
2023-08-04 20:56:19,099 semantic_segmentation INFO: Iters: 18990/150000 || Lr: 0.017706 || Task Loss: 0.3148 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:46:03 || Estimated Time: 2 days, 12:29:10
2023-08-04 20:56:34,935 semantic_segmentation INFO: Iters: 19000/150000 || Lr: 0.017705 || Task Loss: 0.3023 || KD Loss: 0.1991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:46:19 || Estimated Time: 2 days, 12:28:48
2023-08-04 20:56:50,765 semantic_segmentation INFO: Iters: 19010/150000 || Lr: 0.017704 || Task Loss: 0.4921 || KD Loss: 0.1479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:46:35 || Estimated Time: 2 days, 12:28:26
2023-08-04 20:57:06,607 semantic_segmentation INFO: Iters: 19020/150000 || Lr: 0.017703 || Task Loss: 0.5818 || KD Loss: 0.2466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:46:51 || Estimated Time: 2 days, 12:28:04
2023-08-04 20:57:22,444 semantic_segmentation INFO: Iters: 19030/150000 || Lr: 0.017701 || Task Loss: 0.3459 || KD Loss: 0.1667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:06 || Estimated Time: 2 days, 12:27:42
2023-08-04 20:57:38,249 semantic_segmentation INFO: Iters: 19040/150000 || Lr: 0.017700 || Task Loss: 0.2445 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:22 || Estimated Time: 2 days, 12:27:20
2023-08-04 20:57:54,053 semantic_segmentation INFO: Iters: 19050/150000 || Lr: 0.017699 || Task Loss: 0.2870 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:38 || Estimated Time: 2 days, 12:26:57
2023-08-04 20:58:09,841 semantic_segmentation INFO: Iters: 19060/150000 || Lr: 0.017698 || Task Loss: 0.3363 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:54 || Estimated Time: 2 days, 12:26:35
2023-08-04 20:58:25,624 semantic_segmentation INFO: Iters: 19070/150000 || Lr: 0.017696 || Task Loss: 0.5182 || KD Loss: 0.2226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:10 || Estimated Time: 2 days, 12:26:13
2023-08-04 20:58:41,439 semantic_segmentation INFO: Iters: 19080/150000 || Lr: 0.017695 || Task Loss: 0.4799 || KD Loss: 0.1727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:25 || Estimated Time: 2 days, 12:25:51
2023-08-04 20:58:57,261 semantic_segmentation INFO: Iters: 19090/150000 || Lr: 0.017694 || Task Loss: 0.2726 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:41 || Estimated Time: 2 days, 12:25:29
2023-08-04 20:59:13,085 semantic_segmentation INFO: Iters: 19100/150000 || Lr: 0.017693 || Task Loss: 0.2952 || KD Loss: 0.1722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:57 || Estimated Time: 2 days, 12:25:07
2023-08-04 20:59:28,917 semantic_segmentation INFO: Iters: 19110/150000 || Lr: 0.017692 || Task Loss: 0.2528 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:49:13 || Estimated Time: 2 days, 12:24:45
2023-08-04 20:59:44,777 semantic_segmentation INFO: Iters: 19120/150000 || Lr: 0.017690 || Task Loss: 0.3144 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:49:29 || Estimated Time: 2 days, 12:24:23
2023-08-04 21:00:00,639 semantic_segmentation INFO: Iters: 19130/150000 || Lr: 0.017689 || Task Loss: 0.4472 || KD Loss: 0.2591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:49:45 || Estimated Time: 2 days, 12:24:01
2023-08-04 21:00:16,505 semantic_segmentation INFO: Iters: 19140/150000 || Lr: 0.017688 || Task Loss: 0.3260 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:50:01 || Estimated Time: 2 days, 12:23:39
2023-08-04 21:00:32,341 semantic_segmentation INFO: Iters: 19150/150000 || Lr: 0.017687 || Task Loss: 0.3256 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 12:23:17
2023-08-04 21:00:48,202 semantic_segmentation INFO: Iters: 19160/150000 || Lr: 0.017685 || Task Loss: 0.1495 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 12:22:56
2023-08-04 21:01:04,078 semantic_segmentation INFO: Iters: 19170/150000 || Lr: 0.017684 || Task Loss: 0.2376 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:50:48 || Estimated Time: 2 days, 12:22:34
2023-08-04 21:01:19,952 semantic_segmentation INFO: Iters: 19180/150000 || Lr: 0.017683 || Task Loss: 0.2101 || KD Loss: 0.1374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:04 || Estimated Time: 2 days, 12:22:12
2023-08-04 21:01:35,819 semantic_segmentation INFO: Iters: 19190/150000 || Lr: 0.017682 || Task Loss: 0.2197 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:20 || Estimated Time: 2 days, 12:21:51
2023-08-04 21:01:51,687 semantic_segmentation INFO: Iters: 19200/150000 || Lr: 0.017681 || Task Loss: 0.4093 || KD Loss: 0.1668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:36 || Estimated Time: 2 days, 12:21:29
2023-08-04 21:01:51,764 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 21:01:52,615 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.395
2023-08-04 21:01:52,735 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.455
2023-08-04 21:01:52,853 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.472
2023-08-04 21:01:52,972 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.514
2023-08-04 21:01:53,089 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.507
2023-08-04 21:01:53,207 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.508
2023-08-04 21:01:53,327 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.538
2023-08-04 21:01:53,445 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.575
2023-08-04 21:01:53,564 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.589
2023-08-04 21:01:53,682 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.618
2023-08-04 21:01:53,801 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.628
2023-08-04 21:01:53,918 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.657
2023-08-04 21:01:54,036 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.658
2023-08-04 21:01:54,157 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.649
2023-08-04 21:01:54,277 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.618
2023-08-04 21:01:54,395 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.943, mIoU: 0.609
2023-08-04 21:01:54,513 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.609
2023-08-04 21:01:54,631 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.607
2023-08-04 21:01:54,752 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.610
2023-08-04 21:01:54,869 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.618
2023-08-04 21:01:54,987 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.621
2023-08-04 21:01:55,104 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-04 21:01:55,224 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 21:01:55,341 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 21:01:55,459 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.647
2023-08-04 21:01:55,576 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.651
2023-08-04 21:01:55,694 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.640
2023-08-04 21:01:55,811 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.638
2023-08-04 21:01:55,928 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.643
2023-08-04 21:01:56,045 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.634
2023-08-04 21:01:56,163 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 21:01:56,279 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.932, mIoU: 0.631
2023-08-04 21:01:56,396 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.934, mIoU: 0.635
2023-08-04 21:01:56,514 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.634
2023-08-04 21:01:56,632 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.631
2023-08-04 21:01:56,749 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.631
2023-08-04 21:01:56,867 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.629
2023-08-04 21:01:56,986 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.627
2023-08-04 21:01:57,103 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.631
2023-08-04 21:01:57,221 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.632
2023-08-04 21:01:57,338 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.633
2023-08-04 21:01:57,456 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 21:01:57,575 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.633
2023-08-04 21:01:57,693 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.635
2023-08-04 21:01:57,810 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.633
2023-08-04 21:01:57,930 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.633
2023-08-04 21:01:58,050 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-04 21:01:58,168 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.633
2023-08-04 21:01:58,289 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.637
2023-08-04 21:01:58,408 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.639
2023-08-04 21:01:58,524 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.639
2023-08-04 21:01:58,643 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.638
2023-08-04 21:01:58,760 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 21:01:58,878 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.934, mIoU: 0.641
2023-08-04 21:01:58,996 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.640
2023-08-04 21:01:59,113 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.646
2023-08-04 21:01:59,230 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.933, mIoU: 0.647
2023-08-04 21:01:59,346 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.933, mIoU: 0.654
2023-08-04 21:01:59,464 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.657
2023-08-04 21:01:59,582 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.656
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2023-08-04 21:02:46,007 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.940, mIoU: 0.661
2023-08-04 21:02:46,125 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.940, mIoU: 0.662
2023-08-04 21:02:46,244 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.940, mIoU: 0.663
2023-08-04 21:02:46,362 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.940, mIoU: 0.663
2023-08-04 21:02:46,480 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.940, mIoU: 0.663
2023-08-04 21:02:46,598 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.940, mIoU: 0.663
2023-08-04 21:02:46,716 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.940, mIoU: 0.663
2023-08-04 21:02:46,831 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-04 21:02:46,949 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-04 21:02:47,067 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-04 21:02:47,185 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-04 21:02:47,305 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-04 21:02:47,424 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-04 21:02:47,542 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:47,660 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:47,778 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:47,896 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:48,014 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:48,132 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:48,249 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:48,371 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:48,489 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:48,603 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-04 21:02:48,722 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:48,841 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:48,960 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:49,078 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:49,197 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:49,315 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:49,435 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:49,553 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:49,671 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:49,789 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:49,905 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-04 21:02:50,024 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:50,142 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:50,260 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:50,378 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:50,496 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:50,615 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:50,733 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:50,851 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:50,969 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:51,087 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-04 21:02:51,206 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-04 21:02:51,324 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:02:51,441 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-04 21:02:51,558 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-04 21:03:07,773 semantic_segmentation INFO: Iters: 19210/150000 || Lr: 0.017679 || Task Loss: 0.2920 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:52:52 || Estimated Time: 2 days, 12:27:57
2023-08-04 21:03:23,643 semantic_segmentation INFO: Iters: 19220/150000 || Lr: 0.017678 || Task Loss: 0.3081 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:08 || Estimated Time: 2 days, 12:27:35
2023-08-04 21:03:39,521 semantic_segmentation INFO: Iters: 19230/150000 || Lr: 0.017677 || Task Loss: 0.2759 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:24 || Estimated Time: 2 days, 12:27:13
2023-08-04 21:03:55,400 semantic_segmentation INFO: Iters: 19240/150000 || Lr: 0.017676 || Task Loss: 0.2069 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:39 || Estimated Time: 2 days, 12:26:52
2023-08-04 21:04:11,271 semantic_segmentation INFO: Iters: 19250/150000 || Lr: 0.017675 || Task Loss: 0.3730 || KD Loss: 0.1492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:55 || Estimated Time: 2 days, 12:26:30
2023-08-04 21:04:27,149 semantic_segmentation INFO: Iters: 19260/150000 || Lr: 0.017673 || Task Loss: 0.1876 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:11 || Estimated Time: 2 days, 12:26:08
2023-08-04 21:04:43,014 semantic_segmentation INFO: Iters: 19270/150000 || Lr: 0.017672 || Task Loss: 0.2610 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:27 || Estimated Time: 2 days, 12:25:46
2023-08-04 21:04:58,892 semantic_segmentation INFO: Iters: 19280/150000 || Lr: 0.017671 || Task Loss: 0.2561 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:43 || Estimated Time: 2 days, 12:25:24
2023-08-04 21:05:14,760 semantic_segmentation INFO: Iters: 19290/150000 || Lr: 0.017670 || Task Loss: 0.2532 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:59 || Estimated Time: 2 days, 12:25:02
2023-08-04 21:05:30,627 semantic_segmentation INFO: Iters: 19300/150000 || Lr: 0.017668 || Task Loss: 0.4370 || KD Loss: 0.1668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:55:15 || Estimated Time: 2 days, 12:24:40
2023-08-04 21:05:46,474 semantic_segmentation INFO: Iters: 19310/150000 || Lr: 0.017667 || Task Loss: 0.3706 || KD Loss: 0.1877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 12:24:18
2023-08-04 21:06:02,328 semantic_segmentation INFO: Iters: 19320/150000 || Lr: 0.017666 || Task Loss: 0.3616 || KD Loss: 0.2070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:55:46 || Estimated Time: 2 days, 12:23:57
2023-08-04 21:06:18,181 semantic_segmentation INFO: Iters: 19330/150000 || Lr: 0.017665 || Task Loss: 0.3209 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:02 || Estimated Time: 2 days, 12:23:35
2023-08-04 21:06:34,005 semantic_segmentation INFO: Iters: 19340/150000 || Lr: 0.017664 || Task Loss: 0.3583 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:18 || Estimated Time: 2 days, 12:23:12
2023-08-04 21:06:49,837 semantic_segmentation INFO: Iters: 19350/150000 || Lr: 0.017662 || Task Loss: 0.2959 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:34 || Estimated Time: 2 days, 12:22:50
2023-08-04 21:07:05,674 semantic_segmentation INFO: Iters: 19360/150000 || Lr: 0.017661 || Task Loss: 0.2664 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:50 || Estimated Time: 2 days, 12:22:28
2023-08-04 21:07:21,492 semantic_segmentation INFO: Iters: 19370/150000 || Lr: 0.017660 || Task Loss: 0.3399 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:06 || Estimated Time: 2 days, 12:22:06
2023-08-04 21:07:37,318 semantic_segmentation INFO: Iters: 19380/150000 || Lr: 0.017659 || Task Loss: 0.2502 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:21 || Estimated Time: 2 days, 12:21:44
2023-08-04 21:07:53,153 semantic_segmentation INFO: Iters: 19390/150000 || Lr: 0.017658 || Task Loss: 0.3252 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:37 || Estimated Time: 2 days, 12:21:22
2023-08-04 21:08:08,973 semantic_segmentation INFO: Iters: 19400/150000 || Lr: 0.017656 || Task Loss: 0.2439 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:53 || Estimated Time: 2 days, 12:21:00
2023-08-04 21:08:24,775 semantic_segmentation INFO: Iters: 19410/150000 || Lr: 0.017655 || Task Loss: 0.2356 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:09 || Estimated Time: 2 days, 12:20:38
2023-08-04 21:08:40,596 semantic_segmentation INFO: Iters: 19420/150000 || Lr: 0.017654 || Task Loss: 0.6425 || KD Loss: 0.2521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:25 || Estimated Time: 2 days, 12:20:16
2023-08-04 21:08:56,399 semantic_segmentation INFO: Iters: 19430/150000 || Lr: 0.017653 || Task Loss: 0.1439 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:40 || Estimated Time: 2 days, 12:19:53
2023-08-04 21:09:12,233 semantic_segmentation INFO: Iters: 19440/150000 || Lr: 0.017651 || Task Loss: 0.4046 || KD Loss: 0.1479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:56 || Estimated Time: 2 days, 12:19:31
2023-08-04 21:09:28,046 semantic_segmentation INFO: Iters: 19450/150000 || Lr: 0.017650 || Task Loss: 0.2607 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:12 || Estimated Time: 2 days, 12:19:09
2023-08-04 21:09:43,877 semantic_segmentation INFO: Iters: 19460/150000 || Lr: 0.017649 || Task Loss: 0.3117 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:28 || Estimated Time: 2 days, 12:18:47
2023-08-04 21:09:59,680 semantic_segmentation INFO: Iters: 19470/150000 || Lr: 0.017648 || Task Loss: 0.2692 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:44 || Estimated Time: 2 days, 12:18:25
2023-08-04 21:10:15,506 semantic_segmentation INFO: Iters: 19480/150000 || Lr: 0.017647 || Task Loss: 0.3144 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:00:00 || Estimated Time: 2 days, 12:18:03
2023-08-04 21:10:31,328 semantic_segmentation INFO: Iters: 19490/150000 || Lr: 0.017645 || Task Loss: 0.3435 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:00:15 || Estimated Time: 2 days, 12:17:41
2023-08-04 21:10:47,137 semantic_segmentation INFO: Iters: 19500/150000 || Lr: 0.017644 || Task Loss: 0.2303 || KD Loss: 0.2349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:00:31 || Estimated Time: 2 days, 12:17:19
2023-08-04 21:11:02,963 semantic_segmentation INFO: Iters: 19510/150000 || Lr: 0.017643 || Task Loss: 0.3006 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:00:47 || Estimated Time: 2 days, 12:16:57
2023-08-04 21:11:18,806 semantic_segmentation INFO: Iters: 19520/150000 || Lr: 0.017642 || Task Loss: 0.3891 || KD Loss: 0.1503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:03 || Estimated Time: 2 days, 12:16:35
2023-08-04 21:11:34,634 semantic_segmentation INFO: Iters: 19530/150000 || Lr: 0.017640 || Task Loss: 0.2368 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:19 || Estimated Time: 2 days, 12:16:13
2023-08-04 21:11:50,468 semantic_segmentation INFO: Iters: 19540/150000 || Lr: 0.017639 || Task Loss: 0.3566 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:35 || Estimated Time: 2 days, 12:15:51
2023-08-04 21:12:06,304 semantic_segmentation INFO: Iters: 19550/150000 || Lr: 0.017638 || Task Loss: 0.1652 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:50 || Estimated Time: 2 days, 12:15:29
2023-08-04 21:12:22,123 semantic_segmentation INFO: Iters: 19560/150000 || Lr: 0.017637 || Task Loss: 0.4284 || KD Loss: 0.1744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:06 || Estimated Time: 2 days, 12:15:07
2023-08-04 21:12:37,958 semantic_segmentation INFO: Iters: 19570/150000 || Lr: 0.017636 || Task Loss: 0.3335 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:22 || Estimated Time: 2 days, 12:14:45
2023-08-04 21:12:53,770 semantic_segmentation INFO: Iters: 19580/150000 || Lr: 0.017634 || Task Loss: 0.5255 || KD Loss: 0.1929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:38 || Estimated Time: 2 days, 12:14:23
2023-08-04 21:13:09,583 semantic_segmentation INFO: Iters: 19590/150000 || Lr: 0.017633 || Task Loss: 0.1969 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:54 || Estimated Time: 2 days, 12:14:01
2023-08-04 21:13:25,387 semantic_segmentation INFO: Iters: 19600/150000 || Lr: 0.017632 || Task Loss: 0.4482 || KD Loss: 0.2265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:03:09 || Estimated Time: 2 days, 12:13:39
2023-08-04 21:13:41,208 semantic_segmentation INFO: Iters: 19610/150000 || Lr: 0.017631 || Task Loss: 0.2236 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:03:25 || Estimated Time: 2 days, 12:13:17
2023-08-04 21:13:57,010 semantic_segmentation INFO: Iters: 19620/150000 || Lr: 0.017630 || Task Loss: 0.4626 || KD Loss: 0.1872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:03:41 || Estimated Time: 2 days, 12:12:55
2023-08-04 21:14:12,853 semantic_segmentation INFO: Iters: 19630/150000 || Lr: 0.017628 || Task Loss: 0.2659 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:03:57 || Estimated Time: 2 days, 12:12:33
2023-08-04 21:14:28,694 semantic_segmentation INFO: Iters: 19640/150000 || Lr: 0.017627 || Task Loss: 0.4288 || KD Loss: 0.2105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:13 || Estimated Time: 2 days, 12:12:11
2023-08-04 21:14:44,540 semantic_segmentation INFO: Iters: 19650/150000 || Lr: 0.017626 || Task Loss: 0.3716 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:29 || Estimated Time: 2 days, 12:11:49
2023-08-04 21:15:00,369 semantic_segmentation INFO: Iters: 19660/150000 || Lr: 0.017625 || Task Loss: 0.4295 || KD Loss: 0.1429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:44 || Estimated Time: 2 days, 12:11:27
2023-08-04 21:15:16,220 semantic_segmentation INFO: Iters: 19670/150000 || Lr: 0.017623 || Task Loss: 0.2332 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:05:00 || Estimated Time: 2 days, 12:11:05
2023-08-04 21:15:32,090 semantic_segmentation INFO: Iters: 19680/150000 || Lr: 0.017622 || Task Loss: 0.3300 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:05:16 || Estimated Time: 2 days, 12:10:44
2023-08-04 21:15:47,955 semantic_segmentation INFO: Iters: 19690/150000 || Lr: 0.017621 || Task Loss: 0.4073 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:05:32 || Estimated Time: 2 days, 12:10:22
2023-08-04 21:16:03,803 semantic_segmentation INFO: Iters: 19700/150000 || Lr: 0.017620 || Task Loss: 0.3511 || KD Loss: 0.1576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:05:48 || Estimated Time: 2 days, 12:10:00
2023-08-04 21:16:19,672 semantic_segmentation INFO: Iters: 19710/150000 || Lr: 0.017619 || Task Loss: 0.3853 || KD Loss: 0.1810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:04 || Estimated Time: 2 days, 12:09:39
2023-08-04 21:16:35,531 semantic_segmentation INFO: Iters: 19720/150000 || Lr: 0.017617 || Task Loss: 0.3020 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:20 || Estimated Time: 2 days, 12:09:17
2023-08-04 21:16:51,390 semantic_segmentation INFO: Iters: 19730/150000 || Lr: 0.017616 || Task Loss: 0.3861 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:35 || Estimated Time: 2 days, 12:08:56
2023-08-04 21:17:07,241 semantic_segmentation INFO: Iters: 19740/150000 || Lr: 0.017615 || Task Loss: 0.3198 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:51 || Estimated Time: 2 days, 12:08:34
2023-08-04 21:17:23,103 semantic_segmentation INFO: Iters: 19750/150000 || Lr: 0.017614 || Task Loss: 0.3111 || KD Loss: 0.1342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:07 || Estimated Time: 2 days, 12:08:12
2023-08-04 21:17:38,947 semantic_segmentation INFO: Iters: 19760/150000 || Lr: 0.017612 || Task Loss: 0.2627 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:23 || Estimated Time: 2 days, 12:07:50
2023-08-04 21:17:54,797 semantic_segmentation INFO: Iters: 19770/150000 || Lr: 0.017611 || Task Loss: 0.2760 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:39 || Estimated Time: 2 days, 12:07:29
2023-08-04 21:18:10,649 semantic_segmentation INFO: Iters: 19780/150000 || Lr: 0.017610 || Task Loss: 0.2515 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:55 || Estimated Time: 2 days, 12:07:07
2023-08-04 21:18:26,489 semantic_segmentation INFO: Iters: 19790/150000 || Lr: 0.017609 || Task Loss: 0.3228 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:11 || Estimated Time: 2 days, 12:06:45
2023-08-04 21:18:42,327 semantic_segmentation INFO: Iters: 19800/150000 || Lr: 0.017608 || Task Loss: 0.2070 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:26 || Estimated Time: 2 days, 12:06:24
2023-08-04 21:18:58,153 semantic_segmentation INFO: Iters: 19810/150000 || Lr: 0.017606 || Task Loss: 0.3115 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:42 || Estimated Time: 2 days, 12:06:02
2023-08-04 21:19:13,973 semantic_segmentation INFO: Iters: 19820/150000 || Lr: 0.017605 || Task Loss: 0.3539 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:58 || Estimated Time: 2 days, 12:05:40
2023-08-04 21:19:29,788 semantic_segmentation INFO: Iters: 19830/150000 || Lr: 0.017604 || Task Loss: 0.3411 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:09:14 || Estimated Time: 2 days, 12:05:18
2023-08-04 21:19:45,618 semantic_segmentation INFO: Iters: 19840/150000 || Lr: 0.017603 || Task Loss: 0.1922 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:09:30 || Estimated Time: 2 days, 12:04:56
2023-08-04 21:20:01,443 semantic_segmentation INFO: Iters: 19850/150000 || Lr: 0.017602 || Task Loss: 0.2715 || KD Loss: 0.1310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:09:45 || Estimated Time: 2 days, 12:04:34
2023-08-04 21:20:17,267 semantic_segmentation INFO: Iters: 19860/150000 || Lr: 0.017600 || Task Loss: 0.3224 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:10:01 || Estimated Time: 2 days, 12:04:13
2023-08-04 21:20:33,089 semantic_segmentation INFO: Iters: 19870/150000 || Lr: 0.017599 || Task Loss: 0.2859 || KD Loss: 0.1281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:10:17 || Estimated Time: 2 days, 12:03:51
2023-08-04 21:20:48,927 semantic_segmentation INFO: Iters: 19880/150000 || Lr: 0.017598 || Task Loss: 0.4417 || KD Loss: 0.2001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:10:33 || Estimated Time: 2 days, 12:03:29
2023-08-04 21:21:04,797 semantic_segmentation INFO: Iters: 19890/150000 || Lr: 0.017597 || Task Loss: 0.9580 || KD Loss: 0.5012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:10:49 || Estimated Time: 2 days, 12:03:07
2023-08-04 21:21:20,630 semantic_segmentation INFO: Iters: 19900/150000 || Lr: 0.017595 || Task Loss: 0.2093 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:05 || Estimated Time: 2 days, 12:02:46
2023-08-04 21:21:36,468 semantic_segmentation INFO: Iters: 19910/150000 || Lr: 0.017594 || Task Loss: 0.2317 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:21 || Estimated Time: 2 days, 12:02:24
2023-08-04 21:21:52,292 semantic_segmentation INFO: Iters: 19920/150000 || Lr: 0.017593 || Task Loss: 0.2344 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:36 || Estimated Time: 2 days, 12:02:02
2023-08-04 21:22:08,132 semantic_segmentation INFO: Iters: 19930/150000 || Lr: 0.017592 || Task Loss: 0.2861 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:52 || Estimated Time: 2 days, 12:01:41
2023-08-04 21:22:23,953 semantic_segmentation INFO: Iters: 19940/150000 || Lr: 0.017591 || Task Loss: 0.4154 || KD Loss: 0.1958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:08 || Estimated Time: 2 days, 12:01:19
2023-08-04 21:22:39,777 semantic_segmentation INFO: Iters: 19950/150000 || Lr: 0.017589 || Task Loss: 0.4077 || KD Loss: 0.1629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:24 || Estimated Time: 2 days, 12:00:57
2023-08-04 21:22:55,599 semantic_segmentation INFO: Iters: 19960/150000 || Lr: 0.017588 || Task Loss: 0.3688 || KD Loss: 0.1543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:40 || Estimated Time: 2 days, 12:00:35
2023-08-04 21:23:11,430 semantic_segmentation INFO: Iters: 19970/150000 || Lr: 0.017587 || Task Loss: 0.3277 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:55 || Estimated Time: 2 days, 12:00:14
2023-08-04 21:23:27,253 semantic_segmentation INFO: Iters: 19980/150000 || Lr: 0.017586 || Task Loss: 0.3117 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:11 || Estimated Time: 2 days, 11:59:52
2023-08-04 21:23:43,061 semantic_segmentation INFO: Iters: 19990/150000 || Lr: 0.017584 || Task Loss: 0.7563 || KD Loss: 0.3876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:27 || Estimated Time: 2 days, 11:59:30
2023-08-04 21:23:58,870 semantic_segmentation INFO: Iters: 20000/150000 || Lr: 0.017583 || Task Loss: 0.4743 || KD Loss: 0.2745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:43 || Estimated Time: 2 days, 11:59:08
2023-08-04 21:23:58,948 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 21:23:59,788 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.902, mIoU: 0.356
2023-08-04 21:23:59,909 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.931, mIoU: 0.434
2023-08-04 21:24:00,026 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.920, mIoU: 0.454
2023-08-04 21:24:00,144 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.930, mIoU: 0.489
2023-08-04 21:24:00,262 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.924, mIoU: 0.476
2023-08-04 21:24:00,380 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.903, mIoU: 0.468
2023-08-04 21:24:00,498 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.908, mIoU: 0.507
2023-08-04 21:24:00,614 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.914, mIoU: 0.547
2023-08-04 21:24:00,732 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.917, mIoU: 0.551
2023-08-04 21:24:00,853 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.911, mIoU: 0.558
2023-08-04 21:24:00,975 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.913, mIoU: 0.566
2023-08-04 21:24:01,095 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.910, mIoU: 0.574
2023-08-04 21:24:01,218 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.911, mIoU: 0.578
2023-08-04 21:24:01,336 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.911, mIoU: 0.569
2023-08-04 21:24:01,454 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.912, mIoU: 0.575
2023-08-04 21:24:01,573 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.912, mIoU: 0.571
2023-08-04 21:24:01,692 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.913, mIoU: 0.574
2023-08-04 21:24:01,810 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.573
2023-08-04 21:24:01,931 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.914, mIoU: 0.579
2023-08-04 21:24:02,050 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.916, mIoU: 0.587
2023-08-04 21:24:02,168 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.917, mIoU: 0.588
2023-08-04 21:24:02,285 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.910, mIoU: 0.566
2023-08-04 21:24:02,406 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.911, mIoU: 0.564
2023-08-04 21:24:02,525 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.910, mIoU: 0.573
2023-08-04 21:24:02,641 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:02,759 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.910, mIoU: 0.585
2023-08-04 21:24:02,877 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.910, mIoU: 0.582
2023-08-04 21:24:02,995 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.910, mIoU: 0.580
2023-08-04 21:24:03,112 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.910, mIoU: 0.586
2023-08-04 21:24:03,230 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.909, mIoU: 0.574
2023-08-04 21:24:03,346 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.910, mIoU: 0.574
2023-08-04 21:24:03,464 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.909, mIoU: 0.572
2023-08-04 21:24:03,580 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.910, mIoU: 0.573
2023-08-04 21:24:03,699 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.909, mIoU: 0.572
2023-08-04 21:24:03,816 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.910, mIoU: 0.572
2023-08-04 21:24:03,933 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.910, mIoU: 0.570
2023-08-04 21:24:04,051 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.910, mIoU: 0.567
2023-08-04 21:24:04,170 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.910, mIoU: 0.565
2023-08-04 21:24:04,286 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.562
2023-08-04 21:24:04,403 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.910, mIoU: 0.563
2023-08-04 21:24:04,520 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.911, mIoU: 0.565
2023-08-04 21:24:04,639 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.911, mIoU: 0.565
2023-08-04 21:24:04,761 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.912, mIoU: 0.566
2023-08-04 21:24:04,878 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.567
2023-08-04 21:24:04,996 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.565
2023-08-04 21:24:05,115 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.566
2023-08-04 21:24:05,236 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.566
2023-08-04 21:24:05,353 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.916, mIoU: 0.566
2023-08-04 21:24:05,474 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.916, mIoU: 0.572
2023-08-04 21:24:05,592 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.575
2023-08-04 21:24:05,710 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.575
2023-08-04 21:24:05,827 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.914, mIoU: 0.578
2023-08-04 21:24:05,944 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.914, mIoU: 0.578
2023-08-04 21:24:06,062 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.913, mIoU: 0.574
2023-08-04 21:24:06,179 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.572
2023-08-04 21:24:06,296 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.910, mIoU: 0.573
2023-08-04 21:24:06,412 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.911, mIoU: 0.574
2023-08-04 21:24:06,529 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.912, mIoU: 0.581
2023-08-04 21:24:06,647 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.912, mIoU: 0.585
2023-08-04 21:24:06,764 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.912, mIoU: 0.584
2023-08-04 21:24:06,881 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.912, mIoU: 0.587
2023-08-04 21:24:07,000 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.912, mIoU: 0.589
2023-08-04 21:24:07,119 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.588
2023-08-04 21:24:07,237 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.913, mIoU: 0.592
2023-08-04 21:24:07,357 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.593
2023-08-04 21:24:07,475 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.913, mIoU: 0.593
2023-08-04 21:24:07,592 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.911, mIoU: 0.590
2023-08-04 21:24:07,709 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.911, mIoU: 0.592
2023-08-04 21:24:07,826 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.911, mIoU: 0.591
2023-08-04 21:24:07,943 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.911, mIoU: 0.591
2023-08-04 21:24:08,061 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.912, mIoU: 0.592
2023-08-04 21:24:08,179 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.911, mIoU: 0.590
2023-08-04 21:24:08,297 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.911, mIoU: 0.588
2023-08-04 21:24:08,416 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.911, mIoU: 0.588
2023-08-04 21:24:08,534 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.911, mIoU: 0.589
2023-08-04 21:24:08,652 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.911, mIoU: 0.588
2023-08-04 21:24:08,768 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.909, mIoU: 0.583
2023-08-04 21:24:08,885 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.909, mIoU: 0.584
2023-08-04 21:24:09,002 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.909, mIoU: 0.584
2023-08-04 21:24:09,119 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.910, mIoU: 0.586
2023-08-04 21:24:09,237 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.910, mIoU: 0.588
2023-08-04 21:24:09,353 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.911, mIoU: 0.590
2023-08-04 21:24:09,472 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.911, mIoU: 0.589
2023-08-04 21:24:09,589 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.910, mIoU: 0.587
2023-08-04 21:24:09,706 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.907, mIoU: 0.583
2023-08-04 21:24:09,824 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.907, mIoU: 0.583
2023-08-04 21:24:09,943 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.908, mIoU: 0.583
2023-08-04 21:24:10,061 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.908, mIoU: 0.584
2023-08-04 21:24:10,180 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.909, mIoU: 0.584
2023-08-04 21:24:10,298 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.909, mIoU: 0.584
2023-08-04 21:24:10,416 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.909, mIoU: 0.585
2023-08-04 21:24:10,534 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.910, mIoU: 0.590
2023-08-04 21:24:10,653 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.910, mIoU: 0.589
2023-08-04 21:24:10,771 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.910, mIoU: 0.590
2023-08-04 21:24:10,887 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.911, mIoU: 0.590
2023-08-04 21:24:11,004 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.910, mIoU: 0.589
2023-08-04 21:24:11,125 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.910, mIoU: 0.588
2023-08-04 21:24:11,242 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.910, mIoU: 0.587
2023-08-04 21:24:11,359 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.910, mIoU: 0.587
2023-08-04 21:24:11,477 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.909, mIoU: 0.588
2023-08-04 21:24:11,593 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.908, mIoU: 0.587
2023-08-04 21:24:11,711 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.908, mIoU: 0.587
2023-08-04 21:24:11,829 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.908, mIoU: 0.587
2023-08-04 21:24:11,946 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.909, mIoU: 0.587
2023-08-04 21:24:12,067 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.909, mIoU: 0.587
2023-08-04 21:24:12,184 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.909, mIoU: 0.587
2023-08-04 21:24:12,301 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.910, mIoU: 0.587
2023-08-04 21:24:12,419 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.910, mIoU: 0.588
2023-08-04 21:24:12,537 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.911, mIoU: 0.588
2023-08-04 21:24:12,655 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.910, mIoU: 0.587
2023-08-04 21:24:12,772 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.910, mIoU: 0.587
2023-08-04 21:24:12,889 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.910, mIoU: 0.586
2023-08-04 21:24:13,007 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.910, mIoU: 0.586
2023-08-04 21:24:13,125 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.910, mIoU: 0.586
2023-08-04 21:24:13,244 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.911, mIoU: 0.585
2023-08-04 21:24:13,361 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.911, mIoU: 0.585
2023-08-04 21:24:13,479 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.911, mIoU: 0.585
2023-08-04 21:24:13,596 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.910, mIoU: 0.584
2023-08-04 21:24:13,714 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.910, mIoU: 0.585
2023-08-04 21:24:13,831 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.910, mIoU: 0.585
2023-08-04 21:24:13,948 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.910, mIoU: 0.585
2023-08-04 21:24:14,066 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.910, mIoU: 0.584
2023-08-04 21:24:14,182 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.910, mIoU: 0.584
2023-08-04 21:24:14,299 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.910, mIoU: 0.586
2023-08-04 21:24:14,418 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.910, mIoU: 0.584
2023-08-04 21:24:14,538 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.909, mIoU: 0.584
2023-08-04 21:24:14,656 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.909, mIoU: 0.585
2023-08-04 21:24:14,773 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.909, mIoU: 0.586
2023-08-04 21:24:14,890 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.909, mIoU: 0.585
2023-08-04 21:24:15,009 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.910, mIoU: 0.585
2023-08-04 21:24:15,126 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.908, mIoU: 0.582
2023-08-04 21:24:15,248 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:15,372 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:15,493 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:15,612 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.910, mIoU: 0.584
2023-08-04 21:24:15,730 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.910, mIoU: 0.584
2023-08-04 21:24:15,848 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.910, mIoU: 0.584
2023-08-04 21:24:15,965 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.910, mIoU: 0.585
2023-08-04 21:24:16,083 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.909, mIoU: 0.584
2023-08-04 21:24:16,206 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.909, mIoU: 0.584
2023-08-04 21:24:16,327 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.908, mIoU: 0.584
2023-08-04 21:24:16,448 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.909, mIoU: 0.584
2023-08-04 21:24:16,565 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.908, mIoU: 0.583
2023-08-04 21:24:16,682 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.908, mIoU: 0.583
2023-08-04 21:24:16,801 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.908, mIoU: 0.582
2023-08-04 21:24:16,918 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.908, mIoU: 0.583
2023-08-04 21:24:17,036 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.908, mIoU: 0.583
2023-08-04 21:24:17,155 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.908, mIoU: 0.583
2023-08-04 21:24:17,273 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.908, mIoU: 0.582
2023-08-04 21:24:17,391 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.908, mIoU: 0.582
2023-08-04 21:24:17,511 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.908, mIoU: 0.581
2023-08-04 21:24:17,630 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.908, mIoU: 0.581
2023-08-04 21:24:17,748 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:17,867 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.909, mIoU: 0.583
2023-08-04 21:24:17,985 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:18,103 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:18,221 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.909, mIoU: 0.583
2023-08-04 21:24:18,340 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:18,461 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:18,579 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.909, mIoU: 0.582
2023-08-04 21:24:18,699 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.910, mIoU: 0.582
2023-08-04 21:24:18,817 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.909, mIoU: 0.580
2023-08-04 21:24:18,935 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.909, mIoU: 0.579
2023-08-04 21:24:19,054 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.909, mIoU: 0.579
2023-08-04 21:24:19,171 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.910, mIoU: 0.579
2023-08-04 21:24:19,289 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.910, mIoU: 0.579
2023-08-04 21:24:19,407 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.910, mIoU: 0.580
2023-08-04 21:24:19,525 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.911, mIoU: 0.580
2023-08-04 21:24:19,642 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.911, mIoU: 0.581
2023-08-04 21:24:19,761 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.911, mIoU: 0.580
2023-08-04 21:24:19,878 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.911, mIoU: 0.581
2023-08-04 21:24:19,996 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.911, mIoU: 0.581
2023-08-04 21:24:20,113 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.911, mIoU: 0.580
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2023-08-04 21:24:21,986 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.911, mIoU: 0.579
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2023-08-04 21:24:23,985 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.913, mIoU: 0.582
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2023-08-04 21:24:24,693 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.914, mIoU: 0.584
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2023-08-04 21:24:25,047 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.914, mIoU: 0.585
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2023-08-04 21:24:34,109 semantic_segmentation INFO: Sample: 292, Validation pixAcc: 0.909, mIoU: 0.573
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2023-08-04 21:24:34,931 semantic_segmentation INFO: Sample: 299, Validation pixAcc: 0.905, mIoU: 0.568
2023-08-04 21:24:35,050 semantic_segmentation INFO: Sample: 300, Validation pixAcc: 0.906, mIoU: 0.568
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2023-08-04 21:24:43,381 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.907, mIoU: 0.563
2023-08-04 21:24:43,499 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.907, mIoU: 0.563
2023-08-04 21:24:43,618 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.907, mIoU: 0.563
2023-08-04 21:24:43,735 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.907, mIoU: 0.563
2023-08-04 21:24:43,854 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.907, mIoU: 0.563
2023-08-04 21:24:43,972 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.907, mIoU: 0.563
2023-08-04 21:24:44,091 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.908, mIoU: 0.563
2023-08-04 21:24:44,209 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.908, mIoU: 0.563
2023-08-04 21:24:44,326 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.908, mIoU: 0.564
2023-08-04 21:24:44,445 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.908, mIoU: 0.564
2023-08-04 21:24:44,563 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.908, mIoU: 0.564
2023-08-04 21:24:44,681 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.908, mIoU: 0.564
2023-08-04 21:24:44,798 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.908, mIoU: 0.564
2023-08-04 21:24:44,916 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.908, mIoU: 0.564
2023-08-04 21:24:45,034 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.908, mIoU: 0.564
2023-08-04 21:24:45,152 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.908, mIoU: 0.565
2023-08-04 21:24:45,270 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.908, mIoU: 0.565
2023-08-04 21:24:45,387 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.908, mIoU: 0.565
2023-08-04 21:24:45,506 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.908, mIoU: 0.565
2023-08-04 21:24:45,625 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.909, mIoU: 0.565
2023-08-04 21:24:45,743 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.909, mIoU: 0.566
2023-08-04 21:24:45,861 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.909, mIoU: 0.566
2023-08-04 21:24:45,979 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.909, mIoU: 0.566
2023-08-04 21:24:46,097 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.909, mIoU: 0.566
2023-08-04 21:24:46,216 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.909, mIoU: 0.566
2023-08-04 21:24:46,334 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.909, mIoU: 0.566
2023-08-04 21:24:46,452 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.909, mIoU: 0.566
2023-08-04 21:24:46,570 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.909, mIoU: 0.566
2023-08-04 21:24:46,688 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.909, mIoU: 0.566
2023-08-04 21:24:46,806 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.910, mIoU: 0.566
2023-08-04 21:24:46,926 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.910, mIoU: 0.566
2023-08-04 21:24:47,044 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.910, mIoU: 0.566
2023-08-04 21:24:47,162 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.910, mIoU: 0.566
2023-08-04 21:24:47,280 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.910, mIoU: 0.566
2023-08-04 21:24:47,398 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.910, mIoU: 0.567
2023-08-04 21:24:47,517 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.910, mIoU: 0.568
2023-08-04 21:24:47,635 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.911, mIoU: 0.568
2023-08-04 21:24:47,753 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.911, mIoU: 0.568
2023-08-04 21:24:47,872 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.911, mIoU: 0.568
2023-08-04 21:24:47,989 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.911, mIoU: 0.568
2023-08-04 21:24:48,107 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.911, mIoU: 0.568
2023-08-04 21:24:48,227 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.911, mIoU: 0.569
2023-08-04 21:24:48,345 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.911, mIoU: 0.569
2023-08-04 21:24:48,463 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.911, mIoU: 0.569
2023-08-04 21:24:48,582 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.911, mIoU: 0.569
2023-08-04 21:24:48,701 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.912, mIoU: 0.569
2023-08-04 21:24:48,819 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.912, mIoU: 0.569
2023-08-04 21:24:48,937 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.912, mIoU: 0.569
2023-08-04 21:24:49,055 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.912, mIoU: 0.569
2023-08-04 21:24:49,174 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.912, mIoU: 0.569
2023-08-04 21:24:49,290 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.912, mIoU: 0.569
2023-08-04 21:24:49,408 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.912, mIoU: 0.569
2023-08-04 21:24:49,526 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.912, mIoU: 0.570
2023-08-04 21:24:49,645 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.912, mIoU: 0.570
2023-08-04 21:24:49,763 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.912, mIoU: 0.570
2023-08-04 21:24:49,881 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.912, mIoU: 0.570
2023-08-04 21:24:49,999 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.913, mIoU: 0.570
2023-08-04 21:24:50,117 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.913, mIoU: 0.570
2023-08-04 21:24:50,234 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.913, mIoU: 0.570
2023-08-04 21:24:50,352 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.913, mIoU: 0.571
2023-08-04 21:24:50,470 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.913, mIoU: 0.571
2023-08-04 21:24:50,587 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.913, mIoU: 0.570
2023-08-04 21:24:50,705 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.913, mIoU: 0.570
2023-08-04 21:24:50,824 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.913, mIoU: 0.571
2023-08-04 21:24:50,942 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.913, mIoU: 0.571
2023-08-04 21:24:51,059 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.914, mIoU: 0.571
2023-08-04 21:24:51,177 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.914, mIoU: 0.571
2023-08-04 21:24:51,295 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.914, mIoU: 0.571
2023-08-04 21:24:51,413 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.914, mIoU: 0.571
2023-08-04 21:24:51,531 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.914, mIoU: 0.571
2023-08-04 21:24:51,649 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.914, mIoU: 0.571
2023-08-04 21:24:51,769 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.914, mIoU: 0.571
2023-08-04 21:24:51,887 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.914, mIoU: 0.571
2023-08-04 21:24:52,005 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.914, mIoU: 0.571
2023-08-04 21:24:52,124 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.915, mIoU: 0.571
2023-08-04 21:24:52,242 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.915, mIoU: 0.571
2023-08-04 21:24:52,358 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.915, mIoU: 0.571
2023-08-04 21:24:52,476 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.915, mIoU: 0.572
2023-08-04 21:24:52,594 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.915, mIoU: 0.572
2023-08-04 21:24:52,713 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.915, mIoU: 0.572
2023-08-04 21:24:52,830 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.915, mIoU: 0.572
2023-08-04 21:24:52,947 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.915, mIoU: 0.572
2023-08-04 21:24:53,064 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.915, mIoU: 0.572
2023-08-04 21:24:53,180 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.915, mIoU: 0.572
2023-08-04 21:24:53,299 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.915, mIoU: 0.573
2023-08-04 21:24:53,417 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.916, mIoU: 0.573
2023-08-04 21:24:53,535 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.916, mIoU: 0.573
2023-08-04 21:24:53,653 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.916, mIoU: 0.573
2023-08-04 21:24:53,771 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.916, mIoU: 0.573
2023-08-04 21:24:53,886 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.916, mIoU: 0.574
2023-08-04 21:24:54,003 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.916, mIoU: 0.574
2023-08-04 21:24:54,121 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:54,240 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:54,358 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:54,476 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:54,594 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:54,713 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.916, mIoU: 0.576
2023-08-04 21:24:54,831 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:54,949 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:55,069 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:55,186 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:55,306 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:55,423 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:55,541 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:55,657 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:55,775 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:55,892 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:56,011 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.916, mIoU: 0.575
2023-08-04 21:24:56,130 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.917, mIoU: 0.575
2023-08-04 21:24:56,248 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.917, mIoU: 0.575
2023-08-04 21:24:56,366 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.917, mIoU: 0.575
2023-08-04 21:24:56,485 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.917, mIoU: 0.575
2023-08-04 21:24:56,603 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.917, mIoU: 0.575
2023-08-04 21:24:56,720 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.917, mIoU: 0.575
2023-08-04 21:24:56,838 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.917, mIoU: 0.575
2023-08-04 21:24:56,955 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.917, mIoU: 0.576
2023-08-04 21:24:57,073 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.917, mIoU: 0.576
2023-08-04 21:24:57,191 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.917, mIoU: 0.576
2023-08-04 21:24:57,309 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.917, mIoU: 0.576
2023-08-04 21:24:57,427 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.917, mIoU: 0.576
2023-08-04 21:24:57,545 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.917, mIoU: 0.576
2023-08-04 21:24:57,664 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.917, mIoU: 0.576
2023-08-04 21:24:57,782 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.917, mIoU: 0.577
2023-08-04 21:24:57,900 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.917, mIoU: 0.577
2023-08-04 21:24:58,016 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.917, mIoU: 0.577
2023-08-04 21:24:58,135 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.917, mIoU: 0.577
2023-08-04 21:24:58,252 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.917, mIoU: 0.577
2023-08-04 21:24:58,370 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.918, mIoU: 0.577
2023-08-04 21:24:58,487 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.918, mIoU: 0.577
2023-08-04 21:24:58,603 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.918, mIoU: 0.577
2023-08-04 21:25:14,513 semantic_segmentation INFO: Iters: 20010/150000 || Lr: 0.017582 || Task Loss: 0.3768 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:14:59 || Estimated Time: 2 days, 12:05:15
2023-08-04 21:25:30,340 semantic_segmentation INFO: Iters: 20020/150000 || Lr: 0.017581 || Task Loss: 0.2974 || KD Loss: 0.1129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 12:04:53
2023-08-04 21:25:46,203 semantic_segmentation INFO: Iters: 20030/150000 || Lr: 0.017580 || Task Loss: 0.3280 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 12:04:31
2023-08-04 21:26:02,063 semantic_segmentation INFO: Iters: 20040/150000 || Lr: 0.017578 || Task Loss: 0.3817 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:15:46 || Estimated Time: 2 days, 12:04:10
2023-08-04 21:26:17,906 semantic_segmentation INFO: Iters: 20050/150000 || Lr: 0.017577 || Task Loss: 0.4281 || KD Loss: 0.1706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:02 || Estimated Time: 2 days, 12:03:48
2023-08-04 21:26:33,732 semantic_segmentation INFO: Iters: 20060/150000 || Lr: 0.017576 || Task Loss: 0.5609 || KD Loss: 0.2224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0864|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:18 || Estimated Time: 2 days, 12:03:26
2023-08-04 21:26:49,569 semantic_segmentation INFO: Iters: 20070/150000 || Lr: 0.017575 || Task Loss: 0.5628 || KD Loss: 0.1791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:34 || Estimated Time: 2 days, 12:03:04
2023-08-04 21:27:05,410 semantic_segmentation INFO: Iters: 20080/150000 || Lr: 0.017574 || Task Loss: 0.3615 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:49 || Estimated Time: 2 days, 12:02:42
2023-08-04 21:27:21,275 semantic_segmentation INFO: Iters: 20090/150000 || Lr: 0.017572 || Task Loss: 0.5165 || KD Loss: 0.2463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:17:05 || Estimated Time: 2 days, 12:02:21
2023-08-04 21:27:37,131 semantic_segmentation INFO: Iters: 20100/150000 || Lr: 0.017571 || Task Loss: 0.5037 || KD Loss: 0.2794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:17:21 || Estimated Time: 2 days, 12:01:59
2023-08-04 21:27:52,978 semantic_segmentation INFO: Iters: 20110/150000 || Lr: 0.017570 || Task Loss: 0.3225 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:17:37 || Estimated Time: 2 days, 12:01:37
2023-08-04 21:28:08,831 semantic_segmentation INFO: Iters: 20120/150000 || Lr: 0.017569 || Task Loss: 0.4646 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:17:53 || Estimated Time: 2 days, 12:01:16
2023-08-04 21:28:24,664 semantic_segmentation INFO: Iters: 20130/150000 || Lr: 0.017567 || Task Loss: 0.3600 || KD Loss: 0.1648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:09 || Estimated Time: 2 days, 12:00:54
2023-08-04 21:28:40,517 semantic_segmentation INFO: Iters: 20140/150000 || Lr: 0.017566 || Task Loss: 0.2918 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:25 || Estimated Time: 2 days, 12:00:32
2023-08-04 21:28:56,391 semantic_segmentation INFO: Iters: 20150/150000 || Lr: 0.017565 || Task Loss: 0.3831 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:40 || Estimated Time: 2 days, 12:00:11
2023-08-04 21:29:12,257 semantic_segmentation INFO: Iters: 20160/150000 || Lr: 0.017564 || Task Loss: 0.3916 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:56 || Estimated Time: 2 days, 11:59:49
2023-08-04 21:29:28,141 semantic_segmentation INFO: Iters: 20170/150000 || Lr: 0.017563 || Task Loss: 0.3808 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:19:12 || Estimated Time: 2 days, 11:59:28
2023-08-04 21:29:44,010 semantic_segmentation INFO: Iters: 20180/150000 || Lr: 0.017561 || Task Loss: 0.1947 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:19:28 || Estimated Time: 2 days, 11:59:06
2023-08-04 21:29:59,894 semantic_segmentation INFO: Iters: 20190/150000 || Lr: 0.017560 || Task Loss: 0.4790 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:19:44 || Estimated Time: 2 days, 11:58:44
2023-08-04 21:30:15,773 semantic_segmentation INFO: Iters: 20200/150000 || Lr: 0.017559 || Task Loss: 0.2605 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:00 || Estimated Time: 2 days, 11:58:23
2023-08-04 21:30:31,651 semantic_segmentation INFO: Iters: 20210/150000 || Lr: 0.017558 || Task Loss: 0.3073 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:16 || Estimated Time: 2 days, 11:58:02
2023-08-04 21:30:47,556 semantic_segmentation INFO: Iters: 20220/150000 || Lr: 0.017556 || Task Loss: 0.3287 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:32 || Estimated Time: 2 days, 11:57:40
2023-08-04 21:31:03,459 semantic_segmentation INFO: Iters: 20230/150000 || Lr: 0.017555 || Task Loss: 0.2534 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:47 || Estimated Time: 2 days, 11:57:19
2023-08-04 21:31:19,331 semantic_segmentation INFO: Iters: 20240/150000 || Lr: 0.017554 || Task Loss: 0.3764 || KD Loss: 0.1531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:03 || Estimated Time: 2 days, 11:56:57
2023-08-04 21:31:35,202 semantic_segmentation INFO: Iters: 20250/150000 || Lr: 0.017553 || Task Loss: 0.3366 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:19 || Estimated Time: 2 days, 11:56:36
2023-08-04 21:31:51,043 semantic_segmentation INFO: Iters: 20260/150000 || Lr: 0.017552 || Task Loss: 0.3445 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:35 || Estimated Time: 2 days, 11:56:14
2023-08-04 21:32:06,889 semantic_segmentation INFO: Iters: 20270/150000 || Lr: 0.017550 || Task Loss: 0.2733 || KD Loss: 0.1676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:51 || Estimated Time: 2 days, 11:55:53
2023-08-04 21:32:22,717 semantic_segmentation INFO: Iters: 20280/150000 || Lr: 0.017549 || Task Loss: 0.4379 || KD Loss: 0.2357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:07 || Estimated Time: 2 days, 11:55:31
2023-08-04 21:32:38,541 semantic_segmentation INFO: Iters: 20290/150000 || Lr: 0.017548 || Task Loss: 0.2630 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:23 || Estimated Time: 2 days, 11:55:09
2023-08-04 21:32:54,381 semantic_segmentation INFO: Iters: 20300/150000 || Lr: 0.017547 || Task Loss: 0.3248 || KD Loss: 0.1544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:38 || Estimated Time: 2 days, 11:54:47
2023-08-04 21:33:10,220 semantic_segmentation INFO: Iters: 20310/150000 || Lr: 0.017546 || Task Loss: 0.5989 || KD Loss: 0.2302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:54 || Estimated Time: 2 days, 11:54:26
2023-08-04 21:33:26,047 semantic_segmentation INFO: Iters: 20320/150000 || Lr: 0.017544 || Task Loss: 0.1670 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:23:10 || Estimated Time: 2 days, 11:54:04
2023-08-04 21:33:41,901 semantic_segmentation INFO: Iters: 20330/150000 || Lr: 0.017543 || Task Loss: 0.4858 || KD Loss: 0.2144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:23:26 || Estimated Time: 2 days, 11:53:42
2023-08-04 21:33:57,735 semantic_segmentation INFO: Iters: 20340/150000 || Lr: 0.017542 || Task Loss: 0.2590 || KD Loss: 0.1016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:23:42 || Estimated Time: 2 days, 11:53:21
2023-08-04 21:34:13,609 semantic_segmentation INFO: Iters: 20350/150000 || Lr: 0.017541 || Task Loss: 0.3409 || KD Loss: 0.1441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:23:58 || Estimated Time: 2 days, 11:52:59
2023-08-04 21:34:29,443 semantic_segmentation INFO: Iters: 20360/150000 || Lr: 0.017539 || Task Loss: 0.2796 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:13 || Estimated Time: 2 days, 11:52:37
2023-08-04 21:34:45,283 semantic_segmentation INFO: Iters: 20370/150000 || Lr: 0.017538 || Task Loss: 0.6090 || KD Loss: 0.2990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:29 || Estimated Time: 2 days, 11:52:16
2023-08-04 21:35:01,144 semantic_segmentation INFO: Iters: 20380/150000 || Lr: 0.017537 || Task Loss: 0.3577 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:45 || Estimated Time: 2 days, 11:51:54
2023-08-04 21:35:17,008 semantic_segmentation INFO: Iters: 20390/150000 || Lr: 0.017536 || Task Loss: 0.2325 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:25:01 || Estimated Time: 2 days, 11:51:33
2023-08-04 21:35:32,832 semantic_segmentation INFO: Iters: 20400/150000 || Lr: 0.017535 || Task Loss: 0.4334 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:25:17 || Estimated Time: 2 days, 11:51:11
2023-08-04 21:35:48,678 semantic_segmentation INFO: Iters: 20410/150000 || Lr: 0.017533 || Task Loss: 0.3844 || KD Loss: 0.1920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:25:33 || Estimated Time: 2 days, 11:50:50
2023-08-04 21:36:04,493 semantic_segmentation INFO: Iters: 20420/150000 || Lr: 0.017532 || Task Loss: 0.2746 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:25:49 || Estimated Time: 2 days, 11:50:28
2023-08-04 21:36:20,296 semantic_segmentation INFO: Iters: 20430/150000 || Lr: 0.017531 || Task Loss: 0.2189 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:04 || Estimated Time: 2 days, 11:50:06
2023-08-04 21:36:36,110 semantic_segmentation INFO: Iters: 20440/150000 || Lr: 0.017530 || Task Loss: 0.3262 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:20 || Estimated Time: 2 days, 11:49:44
2023-08-04 21:36:51,957 semantic_segmentation INFO: Iters: 20450/150000 || Lr: 0.017528 || Task Loss: 0.2763 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:36 || Estimated Time: 2 days, 11:49:23
2023-08-04 21:37:07,785 semantic_segmentation INFO: Iters: 20460/150000 || Lr: 0.017527 || Task Loss: 0.3454 || KD Loss: 0.2211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:52 || Estimated Time: 2 days, 11:49:01
2023-08-04 21:37:23,605 semantic_segmentation INFO: Iters: 20470/150000 || Lr: 0.017526 || Task Loss: 0.3800 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:27:08 || Estimated Time: 2 days, 11:48:39
2023-08-04 21:37:39,407 semantic_segmentation INFO: Iters: 20480/150000 || Lr: 0.017525 || Task Loss: 0.3309 || KD Loss: 0.1177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:48:17
2023-08-04 21:37:55,218 semantic_segmentation INFO: Iters: 20490/150000 || Lr: 0.017524 || Task Loss: 0.3376 || KD Loss: 0.1378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:47:56
2023-08-04 21:38:11,057 semantic_segmentation INFO: Iters: 20500/150000 || Lr: 0.017522 || Task Loss: 0.2294 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:47:34
2023-08-04 21:38:26,901 semantic_segmentation INFO: Iters: 20510/150000 || Lr: 0.017521 || Task Loss: 0.3058 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:47:13
2023-08-04 21:38:42,734 semantic_segmentation INFO: Iters: 20520/150000 || Lr: 0.017520 || Task Loss: 0.2422 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:28:27 || Estimated Time: 2 days, 11:46:51
2023-08-04 21:38:58,547 semantic_segmentation INFO: Iters: 20530/150000 || Lr: 0.017519 || Task Loss: 0.3507 || KD Loss: 0.1380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:28:43 || Estimated Time: 2 days, 11:46:29
2023-08-04 21:39:14,397 semantic_segmentation INFO: Iters: 20540/150000 || Lr: 0.017518 || Task Loss: 0.1169 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:28:58 || Estimated Time: 2 days, 11:46:08
2023-08-04 21:39:30,251 semantic_segmentation INFO: Iters: 20550/150000 || Lr: 0.017516 || Task Loss: 0.3096 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:29:14 || Estimated Time: 2 days, 11:45:46
2023-08-04 21:39:46,099 semantic_segmentation INFO: Iters: 20560/150000 || Lr: 0.017515 || Task Loss: 0.2216 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:29:30 || Estimated Time: 2 days, 11:45:25
2023-08-04 21:40:01,950 semantic_segmentation INFO: Iters: 20570/150000 || Lr: 0.017514 || Task Loss: 0.3626 || KD Loss: 0.1363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:29:46 || Estimated Time: 2 days, 11:45:03
2023-08-04 21:40:17,776 semantic_segmentation INFO: Iters: 20580/150000 || Lr: 0.017513 || Task Loss: 0.1663 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:02 || Estimated Time: 2 days, 11:44:42
2023-08-04 21:40:33,624 semantic_segmentation INFO: Iters: 20590/150000 || Lr: 0.017511 || Task Loss: 0.4043 || KD Loss: 0.2304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:18 || Estimated Time: 2 days, 11:44:20
2023-08-04 21:40:49,481 semantic_segmentation INFO: Iters: 20600/150000 || Lr: 0.017510 || Task Loss: 0.3874 || KD Loss: 0.2126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:34 || Estimated Time: 2 days, 11:43:59
2023-08-04 21:41:05,336 semantic_segmentation INFO: Iters: 20610/150000 || Lr: 0.017509 || Task Loss: 0.3252 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:49 || Estimated Time: 2 days, 11:43:38
2023-08-04 21:41:21,191 semantic_segmentation INFO: Iters: 20620/150000 || Lr: 0.017508 || Task Loss: 0.4522 || KD Loss: 0.1503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:05 || Estimated Time: 2 days, 11:43:16
2023-08-04 21:41:37,043 semantic_segmentation INFO: Iters: 20630/150000 || Lr: 0.017507 || Task Loss: 0.6687 || KD Loss: 0.3629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:21 || Estimated Time: 2 days, 11:42:55
2023-08-04 21:41:52,885 semantic_segmentation INFO: Iters: 20640/150000 || Lr: 0.017505 || Task Loss: 0.3267 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:37 || Estimated Time: 2 days, 11:42:33
2023-08-04 21:42:08,718 semantic_segmentation INFO: Iters: 20650/150000 || Lr: 0.017504 || Task Loss: 0.2125 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:53 || Estimated Time: 2 days, 11:42:12
2023-08-04 21:42:24,553 semantic_segmentation INFO: Iters: 20660/150000 || Lr: 0.017503 || Task Loss: 0.2285 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:09 || Estimated Time: 2 days, 11:41:50
2023-08-04 21:42:40,382 semantic_segmentation INFO: Iters: 20670/150000 || Lr: 0.017502 || Task Loss: 0.3495 || KD Loss: 0.1237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:24 || Estimated Time: 2 days, 11:41:29
2023-08-04 21:42:56,208 semantic_segmentation INFO: Iters: 20680/150000 || Lr: 0.017500 || Task Loss: 0.1866 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:40 || Estimated Time: 2 days, 11:41:07
2023-08-04 21:43:12,022 semantic_segmentation INFO: Iters: 20690/150000 || Lr: 0.017499 || Task Loss: 0.2533 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:56 || Estimated Time: 2 days, 11:40:46
2023-08-04 21:43:27,820 semantic_segmentation INFO: Iters: 20700/150000 || Lr: 0.017498 || Task Loss: 0.7616 || KD Loss: 0.5370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:33:12 || Estimated Time: 2 days, 11:40:24
2023-08-04 21:43:43,620 semantic_segmentation INFO: Iters: 20710/150000 || Lr: 0.017497 || Task Loss: 0.2032 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:33:28 || Estimated Time: 2 days, 11:40:02
2023-08-04 21:43:59,429 semantic_segmentation INFO: Iters: 20720/150000 || Lr: 0.017496 || Task Loss: 0.2115 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:33:43 || Estimated Time: 2 days, 11:39:40
2023-08-04 21:44:15,271 semantic_segmentation INFO: Iters: 20730/150000 || Lr: 0.017494 || Task Loss: 0.2608 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:33:59 || Estimated Time: 2 days, 11:39:19
2023-08-04 21:44:31,091 semantic_segmentation INFO: Iters: 20740/150000 || Lr: 0.017493 || Task Loss: 0.2853 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:34:15 || Estimated Time: 2 days, 11:38:57
2023-08-04 21:44:46,908 semantic_segmentation INFO: Iters: 20750/150000 || Lr: 0.017492 || Task Loss: 0.2862 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:34:31 || Estimated Time: 2 days, 11:38:36
2023-08-04 21:45:02,741 semantic_segmentation INFO: Iters: 20760/150000 || Lr: 0.017491 || Task Loss: 0.4638 || KD Loss: 0.1915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:34:47 || Estimated Time: 2 days, 11:38:14
2023-08-04 21:45:18,549 semantic_segmentation INFO: Iters: 20770/150000 || Lr: 0.017490 || Task Loss: 0.4878 || KD Loss: 0.1718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:35:03 || Estimated Time: 2 days, 11:37:53
2023-08-04 21:45:34,386 semantic_segmentation INFO: Iters: 20780/150000 || Lr: 0.017488 || Task Loss: 0.2660 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:35:18 || Estimated Time: 2 days, 11:37:31
2023-08-04 21:45:50,180 semantic_segmentation INFO: Iters: 20790/150000 || Lr: 0.017487 || Task Loss: 0.2902 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:35:34 || Estimated Time: 2 days, 11:37:10
2023-08-04 21:46:06,009 semantic_segmentation INFO: Iters: 20800/150000 || Lr: 0.017486 || Task Loss: 0.2738 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:36:48
2023-08-04 21:46:06,090 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 21:46:06,925 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.382
2023-08-04 21:46:07,047 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.445
2023-08-04 21:46:07,168 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.466
2023-08-04 21:46:07,285 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.500
2023-08-04 21:46:07,403 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.484
2023-08-04 21:46:07,521 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.490
2023-08-04 21:46:07,637 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.489
2023-08-04 21:46:07,756 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.536
2023-08-04 21:46:07,874 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.586
2023-08-04 21:46:07,992 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.599
2023-08-04 21:46:08,112 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.608
2023-08-04 21:46:08,229 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.607
2023-08-04 21:46:08,347 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.603
2023-08-04 21:46:08,465 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.942, mIoU: 0.596
2023-08-04 21:46:08,586 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.596
2023-08-04 21:46:08,703 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.589
2023-08-04 21:46:08,820 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.591
2023-08-04 21:46:08,937 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.592
2023-08-04 21:46:09,056 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.600
2023-08-04 21:46:09,175 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.611
2023-08-04 21:46:09,292 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.613
2023-08-04 21:46:09,409 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.588
2023-08-04 21:46:09,530 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.930, mIoU: 0.590
2023-08-04 21:46:09,650 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 21:46:09,767 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.613
2023-08-04 21:46:09,884 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.929, mIoU: 0.616
2023-08-04 21:46:10,003 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.609
2023-08-04 21:46:10,122 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.606
2023-08-04 21:46:10,239 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.607
2023-08-04 21:46:10,356 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.610
2023-08-04 21:46:10,472 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.609
2023-08-04 21:46:10,591 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.607
2023-08-04 21:46:10,710 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.927, mIoU: 0.610
2023-08-04 21:46:10,826 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.927, mIoU: 0.611
2023-08-04 21:46:10,943 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.927, mIoU: 0.613
2023-08-04 21:46:11,060 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.611
2023-08-04 21:46:11,181 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.609
2023-08-04 21:46:11,298 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.608
2023-08-04 21:46:11,415 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.604
2023-08-04 21:46:11,533 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.605
2023-08-04 21:46:11,649 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.607
2023-08-04 21:46:11,767 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.607
2023-08-04 21:46:11,885 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.607
2023-08-04 21:46:12,004 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.609
2023-08-04 21:46:12,125 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.608
2023-08-04 21:46:12,243 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.609
2023-08-04 21:46:12,361 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.609
2023-08-04 21:46:12,480 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.608
2023-08-04 21:46:12,600 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.614
2023-08-04 21:46:12,719 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.615
2023-08-04 21:46:12,837 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.616
2023-08-04 21:46:12,955 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.611
2023-08-04 21:46:13,074 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.929, mIoU: 0.611
2023-08-04 21:46:13,190 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.929, mIoU: 0.612
2023-08-04 21:46:13,308 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.610
2023-08-04 21:46:13,425 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.616
2023-08-04 21:46:13,543 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.928, mIoU: 0.616
2023-08-04 21:46:13,661 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.622
2023-08-04 21:46:13,779 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.626
2023-08-04 21:46:13,897 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-04 21:46:14,014 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.627
2023-08-04 21:46:14,132 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.928, mIoU: 0.629
2023-08-04 21:46:14,248 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.627
2023-08-04 21:46:14,366 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.630
2023-08-04 21:46:14,486 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.632
2023-08-04 21:46:14,604 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.633
2023-08-04 21:46:14,721 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.631
2023-08-04 21:46:14,838 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.632
2023-08-04 21:46:14,956 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.631
2023-08-04 21:46:15,074 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.631
2023-08-04 21:46:15,192 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.632
2023-08-04 21:46:15,309 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.627
2023-08-04 21:46:15,427 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-04 21:46:15,546 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-04 21:46:15,663 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.623
2023-08-04 21:46:15,781 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-04 21:46:15,898 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-04 21:46:16,016 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-04 21:46:16,132 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-04 21:46:16,249 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-04 21:46:16,367 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.928, mIoU: 0.626
2023-08-04 21:46:16,484 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.928, mIoU: 0.626
2023-08-04 21:46:16,602 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.928, mIoU: 0.626
2023-08-04 21:46:16,719 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.623
2023-08-04 21:46:16,838 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.924, mIoU: 0.619
2023-08-04 21:46:16,955 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.619
2023-08-04 21:46:17,074 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.619
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2023-08-04 21:46:43,966 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.923, mIoU: 0.613
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2023-08-04 21:47:01,904 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.933, mIoU: 0.630
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2023-08-04 21:47:03,440 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.630
2023-08-04 21:47:03,557 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.933, mIoU: 0.630
2023-08-04 21:47:03,676 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.933, mIoU: 0.630
2023-08-04 21:47:03,794 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.933, mIoU: 0.630
2023-08-04 21:47:03,912 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.933, mIoU: 0.630
2023-08-04 21:47:04,030 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.934, mIoU: 0.630
2023-08-04 21:47:04,148 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.933, mIoU: 0.631
2023-08-04 21:47:04,266 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.933, mIoU: 0.631
2023-08-04 21:47:04,384 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.934, mIoU: 0.631
2023-08-04 21:47:04,502 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.934, mIoU: 0.631
2023-08-04 21:47:04,621 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.934, mIoU: 0.631
2023-08-04 21:47:04,740 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.934, mIoU: 0.631
2023-08-04 21:47:04,859 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 21:47:04,977 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 21:47:05,094 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 21:47:05,214 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 21:47:05,332 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 21:47:05,450 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 21:47:05,568 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 21:47:05,686 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 21:47:05,802 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 21:47:21,757 semantic_segmentation INFO: Iters: 20810/150000 || Lr: 0.017485 || Task Loss: 0.2313 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:37:06 || Estimated Time: 2 days, 11:42:39
2023-08-04 21:47:37,623 semantic_segmentation INFO: Iters: 20820/150000 || Lr: 0.017483 || Task Loss: 0.3401 || KD Loss: 0.1526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:37:22 || Estimated Time: 2 days, 11:42:17
2023-08-04 21:47:53,501 semantic_segmentation INFO: Iters: 20830/150000 || Lr: 0.017482 || Task Loss: 0.3704 || KD Loss: 0.1902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:37:38 || Estimated Time: 2 days, 11:41:56
2023-08-04 21:48:09,389 semantic_segmentation INFO: Iters: 20840/150000 || Lr: 0.017481 || Task Loss: 0.2280 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:37:53 || Estimated Time: 2 days, 11:41:35
2023-08-04 21:48:25,278 semantic_segmentation INFO: Iters: 20850/150000 || Lr: 0.017480 || Task Loss: 0.1642 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:09 || Estimated Time: 2 days, 11:41:13
2023-08-04 21:48:41,174 semantic_segmentation INFO: Iters: 20860/150000 || Lr: 0.017479 || Task Loss: 0.2375 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:25 || Estimated Time: 2 days, 11:40:52
2023-08-04 21:48:57,087 semantic_segmentation INFO: Iters: 20870/150000 || Lr: 0.017477 || Task Loss: 0.2166 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:41 || Estimated Time: 2 days, 11:40:31
2023-08-04 21:49:12,969 semantic_segmentation INFO: Iters: 20880/150000 || Lr: 0.017476 || Task Loss: 0.2254 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:57 || Estimated Time: 2 days, 11:40:10
2023-08-04 21:49:28,846 semantic_segmentation INFO: Iters: 20890/150000 || Lr: 0.017475 || Task Loss: 0.3760 || KD Loss: 0.1815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:13 || Estimated Time: 2 days, 11:39:48
2023-08-04 21:49:44,713 semantic_segmentation INFO: Iters: 20900/150000 || Lr: 0.017474 || Task Loss: 0.4305 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:29 || Estimated Time: 2 days, 11:39:27
2023-08-04 21:50:00,589 semantic_segmentation INFO: Iters: 20910/150000 || Lr: 0.017472 || Task Loss: 0.4491 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:45 || Estimated Time: 2 days, 11:39:06
2023-08-04 21:50:16,465 semantic_segmentation INFO: Iters: 20920/150000 || Lr: 0.017471 || Task Loss: 0.4013 || KD Loss: 0.2500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:40:01 || Estimated Time: 2 days, 11:38:44
2023-08-04 21:50:32,328 semantic_segmentation INFO: Iters: 20930/150000 || Lr: 0.017470 || Task Loss: 0.2888 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:40:16 || Estimated Time: 2 days, 11:38:23
2023-08-04 21:50:48,169 semantic_segmentation INFO: Iters: 20940/150000 || Lr: 0.017469 || Task Loss: 0.2363 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:38:01
2023-08-04 21:51:04,000 semantic_segmentation INFO: Iters: 20950/150000 || Lr: 0.017468 || Task Loss: 0.2750 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:37:40
2023-08-04 21:51:19,822 semantic_segmentation INFO: Iters: 20960/150000 || Lr: 0.017466 || Task Loss: 0.2551 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:04 || Estimated Time: 2 days, 11:37:18
2023-08-04 21:51:35,626 semantic_segmentation INFO: Iters: 20970/150000 || Lr: 0.017465 || Task Loss: 0.2650 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:20 || Estimated Time: 2 days, 11:36:57
2023-08-04 21:51:51,473 semantic_segmentation INFO: Iters: 20980/150000 || Lr: 0.017464 || Task Loss: 0.2629 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:36 || Estimated Time: 2 days, 11:36:35
2023-08-04 21:52:07,305 semantic_segmentation INFO: Iters: 20990/150000 || Lr: 0.017463 || Task Loss: 0.3393 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:51 || Estimated Time: 2 days, 11:36:13
2023-08-04 21:52:23,128 semantic_segmentation INFO: Iters: 21000/150000 || Lr: 0.017462 || Task Loss: 0.4320 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:07 || Estimated Time: 2 days, 11:35:52
2023-08-04 21:52:38,930 semantic_segmentation INFO: Iters: 21010/150000 || Lr: 0.017460 || Task Loss: 0.3377 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:23 || Estimated Time: 2 days, 11:35:30
2023-08-04 21:52:54,743 semantic_segmentation INFO: Iters: 21020/150000 || Lr: 0.017459 || Task Loss: 0.3021 || KD Loss: 0.1323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:39 || Estimated Time: 2 days, 11:35:09
2023-08-04 21:53:10,540 semantic_segmentation INFO: Iters: 21030/150000 || Lr: 0.017458 || Task Loss: 0.1982 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:55 || Estimated Time: 2 days, 11:34:47
2023-08-04 21:53:26,345 semantic_segmentation INFO: Iters: 21040/150000 || Lr: 0.017457 || Task Loss: 0.2870 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:43:10 || Estimated Time: 2 days, 11:34:25
2023-08-04 21:53:42,143 semantic_segmentation INFO: Iters: 21050/150000 || Lr: 0.017455 || Task Loss: 0.2863 || KD Loss: 0.1319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:43:26 || Estimated Time: 2 days, 11:34:03
2023-08-04 21:53:57,937 semantic_segmentation INFO: Iters: 21060/150000 || Lr: 0.017454 || Task Loss: 0.1862 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:43:42 || Estimated Time: 2 days, 11:33:42
2023-08-04 21:54:13,734 semantic_segmentation INFO: Iters: 21070/150000 || Lr: 0.017453 || Task Loss: 0.2762 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:43:58 || Estimated Time: 2 days, 11:33:20
2023-08-04 21:54:29,552 semantic_segmentation INFO: Iters: 21080/150000 || Lr: 0.017452 || Task Loss: 0.2958 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:14 || Estimated Time: 2 days, 11:32:58
2023-08-04 21:54:45,344 semantic_segmentation INFO: Iters: 21090/150000 || Lr: 0.017451 || Task Loss: 0.2094 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:29 || Estimated Time: 2 days, 11:32:37
2023-08-04 21:55:01,159 semantic_segmentation INFO: Iters: 21100/150000 || Lr: 0.017449 || Task Loss: 0.3630 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:45 || Estimated Time: 2 days, 11:32:15
2023-08-04 21:55:16,987 semantic_segmentation INFO: Iters: 21110/150000 || Lr: 0.017448 || Task Loss: 0.4056 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:01 || Estimated Time: 2 days, 11:31:53
2023-08-04 21:55:32,839 semantic_segmentation INFO: Iters: 21120/150000 || Lr: 0.017447 || Task Loss: 1.1862 || KD Loss: 0.7897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:17 || Estimated Time: 2 days, 11:31:32
2023-08-04 21:55:48,716 semantic_segmentation INFO: Iters: 21130/150000 || Lr: 0.017446 || Task Loss: 0.3444 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:33 || Estimated Time: 2 days, 11:31:11
2023-08-04 21:56:04,552 semantic_segmentation INFO: Iters: 21140/150000 || Lr: 0.017444 || Task Loss: 0.3400 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:49 || Estimated Time: 2 days, 11:30:49
2023-08-04 21:56:20,392 semantic_segmentation INFO: Iters: 21150/150000 || Lr: 0.017443 || Task Loss: 0.3636 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:46:04 || Estimated Time: 2 days, 11:30:28
2023-08-04 21:56:36,237 semantic_segmentation INFO: Iters: 21160/150000 || Lr: 0.017442 || Task Loss: 0.3851 || KD Loss: 0.1686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:46:20 || Estimated Time: 2 days, 11:30:07
2023-08-04 21:56:52,103 semantic_segmentation INFO: Iters: 21170/150000 || Lr: 0.017441 || Task Loss: 0.2871 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:29:45
2023-08-04 21:57:07,959 semantic_segmentation INFO: Iters: 21180/150000 || Lr: 0.017440 || Task Loss: 0.3446 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:29:24
2023-08-04 21:57:23,813 semantic_segmentation INFO: Iters: 21190/150000 || Lr: 0.017438 || Task Loss: 0.2037 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:29:03
2023-08-04 21:57:39,677 semantic_segmentation INFO: Iters: 21200/150000 || Lr: 0.017437 || Task Loss: 0.3478 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:24 || Estimated Time: 2 days, 11:28:41
2023-08-04 21:57:55,543 semantic_segmentation INFO: Iters: 21210/150000 || Lr: 0.017436 || Task Loss: 0.3669 || KD Loss: 0.1735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:40 || Estimated Time: 2 days, 11:28:20
2023-08-04 21:58:11,402 semantic_segmentation INFO: Iters: 21220/150000 || Lr: 0.017435 || Task Loss: 0.4012 || KD Loss: 0.1834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:55 || Estimated Time: 2 days, 11:27:59
2023-08-04 21:58:27,242 semantic_segmentation INFO: Iters: 21230/150000 || Lr: 0.017433 || Task Loss: 0.3789 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:11 || Estimated Time: 2 days, 11:27:38
2023-08-04 21:58:43,084 semantic_segmentation INFO: Iters: 21240/150000 || Lr: 0.017432 || Task Loss: 0.4587 || KD Loss: 0.3861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:27 || Estimated Time: 2 days, 11:27:16
2023-08-04 21:58:58,932 semantic_segmentation INFO: Iters: 21250/150000 || Lr: 0.017431 || Task Loss: 0.2430 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:43 || Estimated Time: 2 days, 11:26:55
2023-08-04 21:59:14,772 semantic_segmentation INFO: Iters: 21260/150000 || Lr: 0.017430 || Task Loss: 0.5677 || KD Loss: 0.2885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:59 || Estimated Time: 2 days, 11:26:34
2023-08-04 21:59:30,607 semantic_segmentation INFO: Iters: 21270/150000 || Lr: 0.017429 || Task Loss: 0.4826 || KD Loss: 0.1787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:15 || Estimated Time: 2 days, 11:26:12
2023-08-04 21:59:46,430 semantic_segmentation INFO: Iters: 21280/150000 || Lr: 0.017427 || Task Loss: 0.2759 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:30 || Estimated Time: 2 days, 11:25:51
2023-08-04 22:00:02,264 semantic_segmentation INFO: Iters: 21290/150000 || Lr: 0.017426 || Task Loss: 0.3426 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:46 || Estimated Time: 2 days, 11:25:29
2023-08-04 22:00:18,098 semantic_segmentation INFO: Iters: 21300/150000 || Lr: 0.017425 || Task Loss: 0.6580 || KD Loss: 0.2653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:02 || Estimated Time: 2 days, 11:25:08
2023-08-04 22:00:33,962 semantic_segmentation INFO: Iters: 21310/150000 || Lr: 0.017424 || Task Loss: 0.3931 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:18 || Estimated Time: 2 days, 11:24:47
2023-08-04 22:00:49,820 semantic_segmentation INFO: Iters: 21320/150000 || Lr: 0.017423 || Task Loss: 0.2809 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:34 || Estimated Time: 2 days, 11:24:26
2023-08-04 22:01:05,668 semantic_segmentation INFO: Iters: 21330/150000 || Lr: 0.017421 || Task Loss: 0.2535 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:50 || Estimated Time: 2 days, 11:24:04
2023-08-04 22:01:21,493 semantic_segmentation INFO: Iters: 21340/150000 || Lr: 0.017420 || Task Loss: 0.2283 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:51:06 || Estimated Time: 2 days, 11:23:43
2023-08-04 22:01:37,310 semantic_segmentation INFO: Iters: 21350/150000 || Lr: 0.017419 || Task Loss: 0.2515 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:51:21 || Estimated Time: 2 days, 11:23:21
2023-08-04 22:01:53,142 semantic_segmentation INFO: Iters: 21360/150000 || Lr: 0.017418 || Task Loss: 0.2381 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:51:37 || Estimated Time: 2 days, 11:23:00
2023-08-04 22:02:08,971 semantic_segmentation INFO: Iters: 21370/150000 || Lr: 0.017416 || Task Loss: 0.6405 || KD Loss: 0.3046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:51:53 || Estimated Time: 2 days, 11:22:39
2023-08-04 22:02:24,787 semantic_segmentation INFO: Iters: 21380/150000 || Lr: 0.017415 || Task Loss: 0.2633 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:09 || Estimated Time: 2 days, 11:22:17
2023-08-04 22:02:40,601 semantic_segmentation INFO: Iters: 21390/150000 || Lr: 0.017414 || Task Loss: 0.3952 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:25 || Estimated Time: 2 days, 11:21:56
2023-08-04 22:02:56,431 semantic_segmentation INFO: Iters: 21400/150000 || Lr: 0.017413 || Task Loss: 0.3099 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:40 || Estimated Time: 2 days, 11:21:34
2023-08-04 22:03:12,249 semantic_segmentation INFO: Iters: 21410/150000 || Lr: 0.017412 || Task Loss: 0.3059 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:56 || Estimated Time: 2 days, 11:21:13
2023-08-04 22:03:28,079 semantic_segmentation INFO: Iters: 21420/150000 || Lr: 0.017410 || Task Loss: 0.2074 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:53:12 || Estimated Time: 2 days, 11:20:52
2023-08-04 22:03:43,923 semantic_segmentation INFO: Iters: 21430/150000 || Lr: 0.017409 || Task Loss: 0.3779 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:53:28 || Estimated Time: 2 days, 11:20:30
2023-08-04 22:03:59,777 semantic_segmentation INFO: Iters: 21440/150000 || Lr: 0.017408 || Task Loss: 0.3189 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:53:44 || Estimated Time: 2 days, 11:20:09
2023-08-04 22:04:15,613 semantic_segmentation INFO: Iters: 21450/150000 || Lr: 0.017407 || Task Loss: 0.2548 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:54:00 || Estimated Time: 2 days, 11:19:48
2023-08-04 22:04:31,480 semantic_segmentation INFO: Iters: 21460/150000 || Lr: 0.017405 || Task Loss: 0.2581 || KD Loss: 0.1453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:54:16 || Estimated Time: 2 days, 11:19:27
2023-08-04 22:04:47,349 semantic_segmentation INFO: Iters: 21470/150000 || Lr: 0.017404 || Task Loss: 0.1544 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:54:31 || Estimated Time: 2 days, 11:19:06
2023-08-04 22:05:03,232 semantic_segmentation INFO: Iters: 21480/150000 || Lr: 0.017403 || Task Loss: 0.2283 || KD Loss: 0.1253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:54:47 || Estimated Time: 2 days, 11:18:45
2023-08-04 22:05:19,130 semantic_segmentation INFO: Iters: 21490/150000 || Lr: 0.017402 || Task Loss: 0.3237 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:18:24
2023-08-04 22:05:34,998 semantic_segmentation INFO: Iters: 21500/150000 || Lr: 0.017401 || Task Loss: 0.4000 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:18:03
2023-08-04 22:05:50,864 semantic_segmentation INFO: Iters: 21510/150000 || Lr: 0.017399 || Task Loss: 0.3094 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:35 || Estimated Time: 2 days, 11:17:42
2023-08-04 22:06:06,733 semantic_segmentation INFO: Iters: 21520/150000 || Lr: 0.017398 || Task Loss: 1.4106 || KD Loss: 0.9573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:51 || Estimated Time: 2 days, 11:17:21
2023-08-04 22:06:22,566 semantic_segmentation INFO: Iters: 21530/150000 || Lr: 0.017397 || Task Loss: 0.3285 || KD Loss: 0.1322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:07 || Estimated Time: 2 days, 11:16:59
2023-08-04 22:06:38,421 semantic_segmentation INFO: Iters: 21540/150000 || Lr: 0.017396 || Task Loss: 0.3950 || KD Loss: 0.1802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:22 || Estimated Time: 2 days, 11:16:38
2023-08-04 22:06:54,272 semantic_segmentation INFO: Iters: 21550/150000 || Lr: 0.017394 || Task Loss: 0.6026 || KD Loss: 0.2766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:38 || Estimated Time: 2 days, 11:16:17
2023-08-04 22:07:10,119 semantic_segmentation INFO: Iters: 21560/150000 || Lr: 0.017393 || Task Loss: 0.3405 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:54 || Estimated Time: 2 days, 11:15:56
2023-08-04 22:07:25,938 semantic_segmentation INFO: Iters: 21570/150000 || Lr: 0.017392 || Task Loss: 0.2242 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:10 || Estimated Time: 2 days, 11:15:35
2023-08-04 22:07:41,775 semantic_segmentation INFO: Iters: 21580/150000 || Lr: 0.017391 || Task Loss: 0.2906 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:26 || Estimated Time: 2 days, 11:15:13
2023-08-04 22:07:57,606 semantic_segmentation INFO: Iters: 21590/150000 || Lr: 0.017390 || Task Loss: 0.1982 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:42 || Estimated Time: 2 days, 11:14:52
2023-08-04 22:08:13,427 semantic_segmentation INFO: Iters: 21600/150000 || Lr: 0.017388 || Task Loss: 0.2924 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:57 || Estimated Time: 2 days, 11:14:31
2023-08-04 22:08:13,507 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 22:08:14,378 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.931, mIoU: 0.381
2023-08-04 22:08:14,503 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.950, mIoU: 0.463
2023-08-04 22:08:14,625 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.473
2023-08-04 22:08:14,741 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.505
2023-08-04 22:08:14,857 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.495
2023-08-04 22:08:14,975 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.497
2023-08-04 22:08:15,091 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.505
2023-08-04 22:08:15,209 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.514
2023-08-04 22:08:15,328 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.531
2023-08-04 22:08:15,445 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.575
2023-08-04 22:08:15,562 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.576
2023-08-04 22:08:15,678 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.598
2023-08-04 22:08:15,796 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.944, mIoU: 0.596
2023-08-04 22:08:15,914 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.940, mIoU: 0.585
2023-08-04 22:08:16,032 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.564
2023-08-04 22:08:16,151 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.559
2023-08-04 22:08:16,272 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.565
2023-08-04 22:08:16,391 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.569
2023-08-04 22:08:16,508 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.574
2023-08-04 22:08:16,626 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.580
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2023-08-04 22:08:16,863 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.608
2023-08-04 22:08:16,980 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.607
2023-08-04 22:08:17,098 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.614
2023-08-04 22:08:17,214 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.628
2023-08-04 22:08:17,331 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.631
2023-08-04 22:08:17,447 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.624
2023-08-04 22:08:17,566 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.620
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2023-08-04 22:08:17,803 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.619
2023-08-04 22:08:17,921 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.617
2023-08-04 22:08:18,039 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.619
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2023-08-04 22:08:18,395 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.623
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2023-08-04 22:08:18,633 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.619
2023-08-04 22:08:18,750 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.618
2023-08-04 22:08:18,871 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.618
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2023-08-04 22:08:19,104 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.618
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2023-08-04 22:08:19,819 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-04 22:08:19,938 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.618
2023-08-04 22:08:20,056 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.623
2023-08-04 22:08:20,174 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.625
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2023-08-04 22:08:20,410 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.630
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2023-08-04 22:08:20,763 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.631
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2023-08-04 22:08:21,114 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.644
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2023-08-04 22:09:01,149 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-04 22:09:01,267 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-04 22:09:01,385 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-04 22:09:01,503 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-04 22:09:01,622 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-04 22:09:01,740 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-04 22:09:01,857 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-04 22:09:01,976 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-04 22:09:02,095 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.935, mIoU: 0.634
2023-08-04 22:09:02,213 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.935, mIoU: 0.634
2023-08-04 22:09:02,330 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:02,447 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:02,564 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:02,682 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:02,800 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:02,918 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:03,037 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:03,156 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:03,273 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:03,392 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-04 22:09:03,511 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.936, mIoU: 0.635
2023-08-04 22:09:03,628 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.936, mIoU: 0.635
2023-08-04 22:09:03,746 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.936, mIoU: 0.635
2023-08-04 22:09:03,864 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 22:09:03,984 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 22:09:04,101 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 22:09:04,219 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.936, mIoU: 0.636
2023-08-04 22:09:04,338 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:04,457 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:04,575 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:04,693 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:04,811 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:04,929 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:05,047 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:05,166 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:05,284 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:05,401 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:05,519 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:05,635 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:05,752 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:05,871 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:05,989 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:06,107 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:06,225 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:06,343 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:06,461 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.937, mIoU: 0.636
2023-08-04 22:09:06,580 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:06,697 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:06,816 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:06,934 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:07,053 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:07,171 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:07,289 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:07,408 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:07,527 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:07,644 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.938, mIoU: 0.636
2023-08-04 22:09:07,761 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.938, mIoU: 0.637
2023-08-04 22:09:07,880 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:07,998 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:08,116 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:08,235 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:08,354 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:08,469 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:08,587 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:08,705 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:08,823 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:08,941 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:09,060 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.938, mIoU: 0.638
2023-08-04 22:09:09,178 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:09,295 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:09,413 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.639
2023-08-04 22:09:09,531 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:09,649 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:09,766 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:09,883 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:10,001 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:10,119 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:10,233 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:10,351 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:10,469 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:10,589 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:10,708 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:10,826 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:10,944 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:11,063 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:11,181 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:11,300 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:11,418 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-04 22:09:11,536 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-04 22:09:11,653 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-04 22:09:11,772 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-04 22:09:11,890 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-04 22:09:12,009 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-04 22:09:12,127 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-04 22:09:12,245 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-04 22:09:12,363 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-04 22:09:12,482 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-04 22:09:12,600 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-04 22:09:12,718 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-04 22:09:12,836 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-04 22:09:12,954 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-04 22:09:13,072 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-04 22:09:13,189 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-04 22:09:29,108 semantic_segmentation INFO: Iters: 21610/150000 || Lr: 0.017387 || Task Loss: 0.2410 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:59:13 || Estimated Time: 2 days, 11:20:05
2023-08-04 22:09:44,932 semantic_segmentation INFO: Iters: 21620/150000 || Lr: 0.017386 || Task Loss: 0.3576 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:19:44
2023-08-04 22:10:00,799 semantic_segmentation INFO: Iters: 21630/150000 || Lr: 0.017385 || Task Loss: 0.3779 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:19:23
2023-08-04 22:10:16,656 semantic_segmentation INFO: Iters: 21640/150000 || Lr: 0.017384 || Task Loss: 0.3012 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:00:01 || Estimated Time: 2 days, 11:19:01
2023-08-04 22:10:32,503 semantic_segmentation INFO: Iters: 21650/150000 || Lr: 0.017382 || Task Loss: 0.3009 || KD Loss: 0.1271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:00:17 || Estimated Time: 2 days, 11:18:40
2023-08-04 22:10:48,340 semantic_segmentation INFO: Iters: 21660/150000 || Lr: 0.017381 || Task Loss: 0.2628 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:00:32 || Estimated Time: 2 days, 11:18:19
2023-08-04 22:11:04,161 semantic_segmentation INFO: Iters: 21670/150000 || Lr: 0.017380 || Task Loss: 0.3124 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:00:48 || Estimated Time: 2 days, 11:17:57
2023-08-04 22:11:19,973 semantic_segmentation INFO: Iters: 21680/150000 || Lr: 0.017379 || Task Loss: 0.2930 || KD Loss: 0.1632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:04 || Estimated Time: 2 days, 11:17:36
2023-08-04 22:11:35,787 semantic_segmentation INFO: Iters: 21690/150000 || Lr: 0.017377 || Task Loss: 0.2673 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:20 || Estimated Time: 2 days, 11:17:14
2023-08-04 22:11:51,616 semantic_segmentation INFO: Iters: 21700/150000 || Lr: 0.017376 || Task Loss: 0.2038 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:36 || Estimated Time: 2 days, 11:16:53
2023-08-04 22:12:07,459 semantic_segmentation INFO: Iters: 21710/150000 || Lr: 0.017375 || Task Loss: 0.2279 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:51 || Estimated Time: 2 days, 11:16:31
2023-08-04 22:12:23,302 semantic_segmentation INFO: Iters: 21720/150000 || Lr: 0.017374 || Task Loss: 0.2445 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:07 || Estimated Time: 2 days, 11:16:10
2023-08-04 22:12:39,173 semantic_segmentation INFO: Iters: 21730/150000 || Lr: 0.017373 || Task Loss: 0.4327 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:23 || Estimated Time: 2 days, 11:15:49
2023-08-04 22:12:55,028 semantic_segmentation INFO: Iters: 21740/150000 || Lr: 0.017371 || Task Loss: 0.2209 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:39 || Estimated Time: 2 days, 11:15:28
2023-08-04 22:13:10,903 semantic_segmentation INFO: Iters: 21750/150000 || Lr: 0.017370 || Task Loss: 0.4709 || KD Loss: 0.1567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:55 || Estimated Time: 2 days, 11:15:07
2023-08-04 22:13:26,777 semantic_segmentation INFO: Iters: 21760/150000 || Lr: 0.017369 || Task Loss: 0.2712 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:03:11 || Estimated Time: 2 days, 11:14:46
2023-08-04 22:13:42,659 semantic_segmentation INFO: Iters: 21770/150000 || Lr: 0.017368 || Task Loss: 0.3170 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:03:27 || Estimated Time: 2 days, 11:14:25
2023-08-04 22:13:58,544 semantic_segmentation INFO: Iters: 21780/150000 || Lr: 0.017366 || Task Loss: 0.4164 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:03:43 || Estimated Time: 2 days, 11:14:04
2023-08-04 22:14:14,420 semantic_segmentation INFO: Iters: 21790/150000 || Lr: 0.017365 || Task Loss: 0.2539 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 11:13:42
2023-08-04 22:14:30,298 semantic_segmentation INFO: Iters: 21800/150000 || Lr: 0.017364 || Task Loss: 0.2622 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:14 || Estimated Time: 2 days, 11:13:21
2023-08-04 22:14:46,150 semantic_segmentation INFO: Iters: 21810/150000 || Lr: 0.017363 || Task Loss: 0.3432 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:30 || Estimated Time: 2 days, 11:13:00
2023-08-04 22:15:01,997 semantic_segmentation INFO: Iters: 21820/150000 || Lr: 0.017362 || Task Loss: 0.3026 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:46 || Estimated Time: 2 days, 11:12:39
2023-08-04 22:15:17,825 semantic_segmentation INFO: Iters: 21830/150000 || Lr: 0.017360 || Task Loss: 0.4741 || KD Loss: 0.1134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:02 || Estimated Time: 2 days, 11:12:18
2023-08-04 22:15:33,652 semantic_segmentation INFO: Iters: 21840/150000 || Lr: 0.017359 || Task Loss: 0.3353 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:18 || Estimated Time: 2 days, 11:11:56
2023-08-04 22:15:49,495 semantic_segmentation INFO: Iters: 21850/150000 || Lr: 0.017358 || Task Loss: 0.3876 || KD Loss: 0.1363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:34 || Estimated Time: 2 days, 11:11:35
2023-08-04 22:16:05,320 semantic_segmentation INFO: Iters: 21860/150000 || Lr: 0.017357 || Task Loss: 0.3338 || KD Loss: 0.1039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:49 || Estimated Time: 2 days, 11:11:14
2023-08-04 22:16:21,130 semantic_segmentation INFO: Iters: 21870/150000 || Lr: 0.017355 || Task Loss: 0.5287 || KD Loss: 0.2051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:06:05 || Estimated Time: 2 days, 11:10:52
2023-08-04 22:16:36,946 semantic_segmentation INFO: Iters: 21880/150000 || Lr: 0.017354 || Task Loss: 0.4316 || KD Loss: 0.1759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:06:21 || Estimated Time: 2 days, 11:10:31
2023-08-04 22:16:52,753 semantic_segmentation INFO: Iters: 21890/150000 || Lr: 0.017353 || Task Loss: 0.4153 || KD Loss: 0.1415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:06:37 || Estimated Time: 2 days, 11:10:10
2023-08-04 22:17:08,587 semantic_segmentation INFO: Iters: 21900/150000 || Lr: 0.017352 || Task Loss: 0.2803 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:06:53 || Estimated Time: 2 days, 11:09:48
2023-08-04 22:17:24,416 semantic_segmentation INFO: Iters: 21910/150000 || Lr: 0.017351 || Task Loss: 0.2323 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:08 || Estimated Time: 2 days, 11:09:27
2023-08-04 22:17:40,247 semantic_segmentation INFO: Iters: 21920/150000 || Lr: 0.017349 || Task Loss: 0.3553 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:24 || Estimated Time: 2 days, 11:09:06
2023-08-04 22:17:56,079 semantic_segmentation INFO: Iters: 21930/150000 || Lr: 0.017348 || Task Loss: 0.2578 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:40 || Estimated Time: 2 days, 11:08:44
2023-08-04 22:18:11,908 semantic_segmentation INFO: Iters: 21940/150000 || Lr: 0.017347 || Task Loss: 0.2827 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:56 || Estimated Time: 2 days, 11:08:23
2023-08-04 22:18:27,704 semantic_segmentation INFO: Iters: 21950/150000 || Lr: 0.017346 || Task Loss: 0.3056 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:08:12 || Estimated Time: 2 days, 11:08:02
2023-08-04 22:18:43,522 semantic_segmentation INFO: Iters: 21960/150000 || Lr: 0.017345 || Task Loss: 0.1685 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:08:28 || Estimated Time: 2 days, 11:07:40
2023-08-04 22:18:59,339 semantic_segmentation INFO: Iters: 21970/150000 || Lr: 0.017343 || Task Loss: 0.4478 || KD Loss: 0.1952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:08:43 || Estimated Time: 2 days, 11:07:19
2023-08-04 22:19:15,178 semantic_segmentation INFO: Iters: 21980/150000 || Lr: 0.017342 || Task Loss: 0.3478 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:08:59 || Estimated Time: 2 days, 11:06:58
2023-08-04 22:19:31,007 semantic_segmentation INFO: Iters: 21990/150000 || Lr: 0.017341 || Task Loss: 0.1776 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:15 || Estimated Time: 2 days, 11:06:37
2023-08-04 22:19:46,805 semantic_segmentation INFO: Iters: 22000/150000 || Lr: 0.017340 || Task Loss: 0.2892 || KD Loss: 0.1184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:31 || Estimated Time: 2 days, 11:06:15
2023-08-04 22:20:02,616 semantic_segmentation INFO: Iters: 22010/150000 || Lr: 0.017338 || Task Loss: 0.2941 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:47 || Estimated Time: 2 days, 11:05:54
2023-08-04 22:20:18,411 semantic_segmentation INFO: Iters: 22020/150000 || Lr: 0.017337 || Task Loss: 0.3493 || KD Loss: 0.1702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:02 || Estimated Time: 2 days, 11:05:32
2023-08-04 22:20:34,227 semantic_segmentation INFO: Iters: 22030/150000 || Lr: 0.017336 || Task Loss: 0.7521 || KD Loss: 0.3110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:18 || Estimated Time: 2 days, 11:05:11
2023-08-04 22:20:50,027 semantic_segmentation INFO: Iters: 22040/150000 || Lr: 0.017335 || Task Loss: 0.7907 || KD Loss: 0.3588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:34 || Estimated Time: 2 days, 11:04:50
2023-08-04 22:21:05,838 semantic_segmentation INFO: Iters: 22050/150000 || Lr: 0.017334 || Task Loss: 0.5151 || KD Loss: 0.1521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:50 || Estimated Time: 2 days, 11:04:28
2023-08-04 22:21:21,632 semantic_segmentation INFO: Iters: 22060/150000 || Lr: 0.017332 || Task Loss: 0.2688 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:11:06 || Estimated Time: 2 days, 11:04:07
2023-08-04 22:21:37,440 semantic_segmentation INFO: Iters: 22070/150000 || Lr: 0.017331 || Task Loss: 0.2758 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:11:21 || Estimated Time: 2 days, 11:03:46
2023-08-04 22:21:53,265 semantic_segmentation INFO: Iters: 22080/150000 || Lr: 0.017330 || Task Loss: 0.3642 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:11:37 || Estimated Time: 2 days, 11:03:24
2023-08-04 22:22:09,088 semantic_segmentation INFO: Iters: 22090/150000 || Lr: 0.017329 || Task Loss: 0.4237 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:11:53 || Estimated Time: 2 days, 11:03:03
2023-08-04 22:22:24,927 semantic_segmentation INFO: Iters: 22100/150000 || Lr: 0.017327 || Task Loss: 0.2335 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:12:09 || Estimated Time: 2 days, 11:02:42
2023-08-04 22:22:40,777 semantic_segmentation INFO: Iters: 22110/150000 || Lr: 0.017326 || Task Loss: 0.3470 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:12:25 || Estimated Time: 2 days, 11:02:21
2023-08-04 22:22:56,630 semantic_segmentation INFO: Iters: 22120/150000 || Lr: 0.017325 || Task Loss: 0.5007 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:12:41 || Estimated Time: 2 days, 11:02:00
2023-08-04 22:23:12,499 semantic_segmentation INFO: Iters: 22130/150000 || Lr: 0.017324 || Task Loss: 0.2799 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:12:57 || Estimated Time: 2 days, 11:01:39
2023-08-04 22:23:28,368 semantic_segmentation INFO: Iters: 22140/150000 || Lr: 0.017323 || Task Loss: 0.3322 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:13:12 || Estimated Time: 2 days, 11:01:18
2023-08-04 22:23:44,258 semantic_segmentation INFO: Iters: 22150/150000 || Lr: 0.017321 || Task Loss: 0.3590 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:13:28 || Estimated Time: 2 days, 11:00:57
2023-08-04 22:24:00,139 semantic_segmentation INFO: Iters: 22160/150000 || Lr: 0.017320 || Task Loss: 0.5237 || KD Loss: 0.2740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:13:44 || Estimated Time: 2 days, 11:00:36
2023-08-04 22:24:16,016 semantic_segmentation INFO: Iters: 22170/150000 || Lr: 0.017319 || Task Loss: 0.2371 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:14:00 || Estimated Time: 2 days, 11:00:15
2023-08-04 22:24:31,874 semantic_segmentation INFO: Iters: 22180/150000 || Lr: 0.017318 || Task Loss: 0.4517 || KD Loss: 0.2110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:14:16 || Estimated Time: 2 days, 10:59:54
2023-08-04 22:24:47,724 semantic_segmentation INFO: Iters: 22190/150000 || Lr: 0.017316 || Task Loss: 0.2993 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:14:32 || Estimated Time: 2 days, 10:59:33
2023-08-04 22:25:03,555 semantic_segmentation INFO: Iters: 22200/150000 || Lr: 0.017315 || Task Loss: 0.2531 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:14:48 || Estimated Time: 2 days, 10:59:12
2023-08-04 22:25:19,392 semantic_segmentation INFO: Iters: 22210/150000 || Lr: 0.017314 || Task Loss: 0.4060 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:58:51
2023-08-04 22:25:35,246 semantic_segmentation INFO: Iters: 22220/150000 || Lr: 0.017313 || Task Loss: 0.5328 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:58:30
2023-08-04 22:25:51,102 semantic_segmentation INFO: Iters: 22230/150000 || Lr: 0.017312 || Task Loss: 0.3207 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:35 || Estimated Time: 2 days, 10:58:09
2023-08-04 22:26:06,942 semantic_segmentation INFO: Iters: 22240/150000 || Lr: 0.017310 || Task Loss: 0.2350 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:51 || Estimated Time: 2 days, 10:57:48
2023-08-04 22:26:22,772 semantic_segmentation INFO: Iters: 22250/150000 || Lr: 0.017309 || Task Loss: 0.2539 || KD Loss: 0.2297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:07 || Estimated Time: 2 days, 10:57:27
2023-08-04 22:26:38,594 semantic_segmentation INFO: Iters: 22260/150000 || Lr: 0.017308 || Task Loss: 0.2608 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:23 || Estimated Time: 2 days, 10:57:06
2023-08-04 22:26:54,403 semantic_segmentation INFO: Iters: 22270/150000 || Lr: 0.017307 || Task Loss: 0.3174 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:38 || Estimated Time: 2 days, 10:56:45
2023-08-04 22:27:10,214 semantic_segmentation INFO: Iters: 22280/150000 || Lr: 0.017305 || Task Loss: 0.3649 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:54 || Estimated Time: 2 days, 10:56:23
2023-08-04 22:27:26,041 semantic_segmentation INFO: Iters: 22290/150000 || Lr: 0.017304 || Task Loss: 0.2487 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:17:10 || Estimated Time: 2 days, 10:56:02
2023-08-04 22:27:41,874 semantic_segmentation INFO: Iters: 22300/150000 || Lr: 0.017303 || Task Loss: 0.2351 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:17:26 || Estimated Time: 2 days, 10:55:41
2023-08-04 22:27:57,696 semantic_segmentation INFO: Iters: 22310/150000 || Lr: 0.017302 || Task Loss: 0.3062 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:17:42 || Estimated Time: 2 days, 10:55:20
2023-08-04 22:28:13,520 semantic_segmentation INFO: Iters: 22320/150000 || Lr: 0.017301 || Task Loss: 0.2313 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:17:58 || Estimated Time: 2 days, 10:54:59
2023-08-04 22:28:29,341 semantic_segmentation INFO: Iters: 22330/150000 || Lr: 0.017299 || Task Loss: 0.1970 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:13 || Estimated Time: 2 days, 10:54:38
2023-08-04 22:28:45,156 semantic_segmentation INFO: Iters: 22340/150000 || Lr: 0.017298 || Task Loss: 0.3381 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:29 || Estimated Time: 2 days, 10:54:17
2023-08-04 22:29:00,991 semantic_segmentation INFO: Iters: 22350/150000 || Lr: 0.017297 || Task Loss: 0.3685 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:45 || Estimated Time: 2 days, 10:53:56
2023-08-04 22:29:16,842 semantic_segmentation INFO: Iters: 22360/150000 || Lr: 0.017296 || Task Loss: 0.3769 || KD Loss: 0.2345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:19:01 || Estimated Time: 2 days, 10:53:35
2023-08-04 22:29:32,684 semantic_segmentation INFO: Iters: 22370/150000 || Lr: 0.017295 || Task Loss: 0.3112 || KD Loss: 0.1536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:19:17 || Estimated Time: 2 days, 10:53:14
2023-08-04 22:29:48,530 semantic_segmentation INFO: Iters: 22380/150000 || Lr: 0.017293 || Task Loss: 0.2292 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:19:33 || Estimated Time: 2 days, 10:52:53
2023-08-04 22:30:04,395 semantic_segmentation INFO: Iters: 22390/150000 || Lr: 0.017292 || Task Loss: 0.3172 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:19:48 || Estimated Time: 2 days, 10:52:32
2023-08-04 22:30:20,245 semantic_segmentation INFO: Iters: 22400/150000 || Lr: 0.017291 || Task Loss: 0.2666 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:20:04 || Estimated Time: 2 days, 10:52:11
2023-08-04 22:30:20,332 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 22:30:21,405 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.389
2023-08-04 22:30:21,529 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.468
2023-08-04 22:30:21,653 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.479
2023-08-04 22:30:21,770 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.511
2023-08-04 22:30:21,891 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.504
2023-08-04 22:30:22,009 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.509
2023-08-04 22:30:22,129 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.527
2023-08-04 22:30:22,246 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.561
2023-08-04 22:30:22,367 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.609
2023-08-04 22:30:22,485 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.649
2023-08-04 22:30:22,606 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.649
2023-08-04 22:30:22,722 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.663
2023-08-04 22:30:22,844 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.676
2023-08-04 22:30:22,962 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.654
2023-08-04 22:30:23,082 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.658
2023-08-04 22:30:23,198 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.650
2023-08-04 22:30:23,320 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.651
2023-08-04 22:30:23,437 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.652
2023-08-04 22:30:23,557 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.660
2023-08-04 22:30:23,675 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.667
2023-08-04 22:30:23,795 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.667
2023-08-04 22:30:23,913 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.644
2023-08-04 22:30:24,033 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.644
2023-08-04 22:30:24,150 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-04 22:30:24,271 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.663
2023-08-04 22:30:24,387 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.665
2023-08-04 22:30:24,508 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-04 22:30:24,626 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.646
2023-08-04 22:30:24,747 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.652
2023-08-04 22:30:24,864 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.660
2023-08-04 22:30:24,984 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.659
2023-08-04 22:30:25,101 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.659
2023-08-04 22:30:25,222 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-04 22:30:25,338 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-04 22:30:25,460 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.661
2023-08-04 22:30:25,576 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.660
2023-08-04 22:30:25,697 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-04 22:30:25,813 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-04 22:30:25,933 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.659
2023-08-04 22:30:26,049 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.660
2023-08-04 22:30:26,170 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.656
2023-08-04 22:30:26,287 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.656
2023-08-04 22:30:26,408 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.656
2023-08-04 22:30:26,525 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.656
2023-08-04 22:30:26,647 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.653
2023-08-04 22:30:26,766 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.654
2023-08-04 22:30:26,888 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.655
2023-08-04 22:30:27,006 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.654
2023-08-04 22:30:27,126 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.656
2023-08-04 22:30:27,244 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.658
2023-08-04 22:30:27,365 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.658
2023-08-04 22:30:27,484 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.665
2023-08-04 22:30:27,603 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-04 22:30:27,719 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-04 22:30:27,840 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.665
2023-08-04 22:30:27,957 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.671
2023-08-04 22:30:28,077 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.671
2023-08-04 22:30:28,193 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.677
2023-08-04 22:30:28,314 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.682
2023-08-04 22:30:28,431 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.680
2023-08-04 22:30:28,551 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.683
2023-08-04 22:30:28,669 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-04 22:30:28,790 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.681
2023-08-04 22:30:28,906 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-04 22:30:29,026 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.685
2023-08-04 22:30:29,143 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.685
2023-08-04 22:30:29,264 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.683
2023-08-04 22:30:29,380 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.684
2023-08-04 22:30:29,501 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.683
2023-08-04 22:30:29,618 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.683
2023-08-04 22:30:29,739 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.684
2023-08-04 22:30:29,856 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.684
2023-08-04 22:30:29,978 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-04 22:30:30,094 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-04 22:30:30,215 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.684
2023-08-04 22:30:30,333 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.684
2023-08-04 22:30:30,453 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-04 22:30:30,569 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-04 22:30:30,689 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-04 22:30:30,806 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.684
2023-08-04 22:30:30,927 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-04 22:30:31,044 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.685
2023-08-04 22:30:31,164 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-04 22:30:31,281 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.681
2023-08-04 22:30:31,402 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.678
2023-08-04 22:30:31,518 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.678
2023-08-04 22:30:31,639 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.678
2023-08-04 22:30:31,756 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.678
2023-08-04 22:30:31,876 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.678
2023-08-04 22:30:31,994 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.932, mIoU: 0.677
2023-08-04 22:30:32,114 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.677
2023-08-04 22:30:32,231 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.666
2023-08-04 22:30:32,352 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.665
2023-08-04 22:30:32,470 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.665
2023-08-04 22:30:32,590 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.666
2023-08-04 22:30:32,706 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.666
2023-08-04 22:30:32,826 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.665
2023-08-04 22:30:32,944 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.665
2023-08-04 22:30:33,065 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.666
2023-08-04 22:30:33,181 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.667
2023-08-04 22:30:33,302 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.667
2023-08-04 22:30:33,418 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.665
2023-08-04 22:30:33,538 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.666
2023-08-04 22:30:33,655 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.666
2023-08-04 22:30:33,776 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.666
2023-08-04 22:30:33,893 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.666
2023-08-04 22:30:34,014 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.666
2023-08-04 22:30:34,131 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.666
2023-08-04 22:30:34,252 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.666
2023-08-04 22:30:34,368 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.664
2023-08-04 22:30:34,490 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.664
2023-08-04 22:30:34,606 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.663
2023-08-04 22:30:34,727 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.663
2023-08-04 22:30:34,844 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.663
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2023-08-04 22:30:58,744 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.933, mIoU: 0.654
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2023-08-04 22:31:09,963 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.939, mIoU: 0.661
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2023-08-04 22:31:12,229 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.940, mIoU: 0.662
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2023-08-04 22:31:19,394 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.942, mIoU: 0.666
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2023-08-04 22:31:19,634 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.942, mIoU: 0.665
2023-08-04 22:31:19,756 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-04 22:31:19,873 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.666
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2023-08-04 22:31:20,110 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-04 22:31:20,231 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-04 22:31:20,348 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-04 22:31:20,470 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-04 22:31:20,587 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-04 22:31:20,707 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-04 22:31:20,822 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-04 22:31:36,752 semantic_segmentation INFO: Iters: 22410/150000 || Lr: 0.017290 || Task Loss: 0.2211 || KD Loss: 0.2222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:57:35
2023-08-04 22:31:52,616 semantic_segmentation INFO: Iters: 22420/150000 || Lr: 0.017288 || Task Loss: 0.2953 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:21:37 || Estimated Time: 2 days, 10:57:14
2023-08-04 22:32:08,487 semantic_segmentation INFO: Iters: 22430/150000 || Lr: 0.017287 || Task Loss: 0.4325 || KD Loss: 0.2023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:21:53 || Estimated Time: 2 days, 10:56:53
2023-08-04 22:32:24,340 semantic_segmentation INFO: Iters: 22440/150000 || Lr: 0.017286 || Task Loss: 0.4172 || KD Loss: 0.1911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:08 || Estimated Time: 2 days, 10:56:32
2023-08-04 22:32:40,214 semantic_segmentation INFO: Iters: 22450/150000 || Lr: 0.017285 || Task Loss: 0.3832 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:24 || Estimated Time: 2 days, 10:56:11
2023-08-04 22:32:56,065 semantic_segmentation INFO: Iters: 22460/150000 || Lr: 0.017284 || Task Loss: 0.3660 || KD Loss: 0.1635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:40 || Estimated Time: 2 days, 10:55:50
2023-08-04 22:33:11,914 semantic_segmentation INFO: Iters: 22470/150000 || Lr: 0.017282 || Task Loss: 0.4811 || KD Loss: 0.2137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:56 || Estimated Time: 2 days, 10:55:29
2023-08-04 22:33:27,744 semantic_segmentation INFO: Iters: 22480/150000 || Lr: 0.017281 || Task Loss: 0.3674 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:12 || Estimated Time: 2 days, 10:55:08
2023-08-04 22:33:43,598 semantic_segmentation INFO: Iters: 22490/150000 || Lr: 0.017280 || Task Loss: 0.3969 || KD Loss: 0.1527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:28 || Estimated Time: 2 days, 10:54:47
2023-08-04 22:33:59,435 semantic_segmentation INFO: Iters: 22500/150000 || Lr: 0.017279 || Task Loss: 0.5531 || KD Loss: 0.3732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:43 || Estimated Time: 2 days, 10:54:26
2023-08-04 22:34:15,268 semantic_segmentation INFO: Iters: 22510/150000 || Lr: 0.017277 || Task Loss: 0.1976 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:59 || Estimated Time: 2 days, 10:54:04
2023-08-04 22:34:31,109 semantic_segmentation INFO: Iters: 22520/150000 || Lr: 0.017276 || Task Loss: 0.5227 || KD Loss: 0.2351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:15 || Estimated Time: 2 days, 10:53:43
2023-08-04 22:34:46,934 semantic_segmentation INFO: Iters: 22530/150000 || Lr: 0.017275 || Task Loss: 0.2939 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:31 || Estimated Time: 2 days, 10:53:22
2023-08-04 22:35:02,758 semantic_segmentation INFO: Iters: 22540/150000 || Lr: 0.017274 || Task Loss: 0.3232 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:47 || Estimated Time: 2 days, 10:53:01
2023-08-04 22:35:18,587 semantic_segmentation INFO: Iters: 22550/150000 || Lr: 0.017273 || Task Loss: 0.7418 || KD Loss: 0.2629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:25:03 || Estimated Time: 2 days, 10:52:40
2023-08-04 22:35:34,425 semantic_segmentation INFO: Iters: 22560/150000 || Lr: 0.017271 || Task Loss: 0.6062 || KD Loss: 0.2895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:25:18 || Estimated Time: 2 days, 10:52:19
2023-08-04 22:35:50,244 semantic_segmentation INFO: Iters: 22570/150000 || Lr: 0.017270 || Task Loss: 0.2576 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:25:34 || Estimated Time: 2 days, 10:51:58
2023-08-04 22:36:06,052 semantic_segmentation INFO: Iters: 22580/150000 || Lr: 0.017269 || Task Loss: 0.3071 || KD Loss: 0.1170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:25:50 || Estimated Time: 2 days, 10:51:36
2023-08-04 22:36:21,860 semantic_segmentation INFO: Iters: 22590/150000 || Lr: 0.017268 || Task Loss: 0.3977 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:51:15
2023-08-04 22:36:37,691 semantic_segmentation INFO: Iters: 22600/150000 || Lr: 0.017266 || Task Loss: 0.2060 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:50:54
2023-08-04 22:36:53,517 semantic_segmentation INFO: Iters: 22610/150000 || Lr: 0.017265 || Task Loss: 0.3633 || KD Loss: 0.1463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:26:38 || Estimated Time: 2 days, 10:50:33
2023-08-04 22:37:09,344 semantic_segmentation INFO: Iters: 22620/150000 || Lr: 0.017264 || Task Loss: 0.3487 || KD Loss: 0.1453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:26:53 || Estimated Time: 2 days, 10:50:12
2023-08-04 22:37:25,165 semantic_segmentation INFO: Iters: 22630/150000 || Lr: 0.017263 || Task Loss: 0.2671 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:09 || Estimated Time: 2 days, 10:49:50
2023-08-04 22:37:41,004 semantic_segmentation INFO: Iters: 22640/150000 || Lr: 0.017262 || Task Loss: 0.3622 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:25 || Estimated Time: 2 days, 10:49:29
2023-08-04 22:37:56,862 semantic_segmentation INFO: Iters: 22650/150000 || Lr: 0.017260 || Task Loss: 0.3777 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:41 || Estimated Time: 2 days, 10:49:08
2023-08-04 22:38:12,725 semantic_segmentation INFO: Iters: 22660/150000 || Lr: 0.017259 || Task Loss: 0.3704 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:57 || Estimated Time: 2 days, 10:48:47
2023-08-04 22:38:28,586 semantic_segmentation INFO: Iters: 22670/150000 || Lr: 0.017258 || Task Loss: 0.3144 || KD Loss: 0.1557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:28:13 || Estimated Time: 2 days, 10:48:26
2023-08-04 22:38:44,451 semantic_segmentation INFO: Iters: 22680/150000 || Lr: 0.017257 || Task Loss: 0.8133 || KD Loss: 0.5189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:28:28 || Estimated Time: 2 days, 10:48:06
2023-08-04 22:39:00,311 semantic_segmentation INFO: Iters: 22690/150000 || Lr: 0.017255 || Task Loss: 0.2802 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:28:44 || Estimated Time: 2 days, 10:47:45
2023-08-04 22:39:16,154 semantic_segmentation INFO: Iters: 22700/150000 || Lr: 0.017254 || Task Loss: 0.3688 || KD Loss: 0.2113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:29:00 || Estimated Time: 2 days, 10:47:24
2023-08-04 22:39:32,009 semantic_segmentation INFO: Iters: 22710/150000 || Lr: 0.017253 || Task Loss: 0.2969 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:29:16 || Estimated Time: 2 days, 10:47:03
2023-08-04 22:39:47,881 semantic_segmentation INFO: Iters: 22720/150000 || Lr: 0.017252 || Task Loss: 0.2839 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:29:32 || Estimated Time: 2 days, 10:46:42
2023-08-04 22:40:03,747 semantic_segmentation INFO: Iters: 22730/150000 || Lr: 0.017251 || Task Loss: 0.3217 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:29:48 || Estimated Time: 2 days, 10:46:21
2023-08-04 22:40:19,582 semantic_segmentation INFO: Iters: 22740/150000 || Lr: 0.017249 || Task Loss: 0.3021 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:30:04 || Estimated Time: 2 days, 10:46:00
2023-08-04 22:40:35,413 semantic_segmentation INFO: Iters: 22750/150000 || Lr: 0.017248 || Task Loss: 0.2915 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:30:19 || Estimated Time: 2 days, 10:45:39
2023-08-04 22:40:51,224 semantic_segmentation INFO: Iters: 22760/150000 || Lr: 0.017247 || Task Loss: 0.2852 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:30:35 || Estimated Time: 2 days, 10:45:18
2023-08-04 22:41:07,067 semantic_segmentation INFO: Iters: 22770/150000 || Lr: 0.017246 || Task Loss: 0.4821 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:30:51 || Estimated Time: 2 days, 10:44:57
2023-08-04 22:41:22,907 semantic_segmentation INFO: Iters: 22780/150000 || Lr: 0.017245 || Task Loss: 0.3242 || KD Loss: 0.1749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:31:07 || Estimated Time: 2 days, 10:44:36
2023-08-04 22:41:38,741 semantic_segmentation INFO: Iters: 22790/150000 || Lr: 0.017243 || Task Loss: 0.2014 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:31:23 || Estimated Time: 2 days, 10:44:15
2023-08-04 22:41:54,569 semantic_segmentation INFO: Iters: 22800/150000 || Lr: 0.017242 || Task Loss: 0.2660 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:43:54
2023-08-04 22:42:10,401 semantic_segmentation INFO: Iters: 22810/150000 || Lr: 0.017241 || Task Loss: 0.3050 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:31:54 || Estimated Time: 2 days, 10:43:33
2023-08-04 22:42:26,217 semantic_segmentation INFO: Iters: 22820/150000 || Lr: 0.017240 || Task Loss: 0.3364 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:10 || Estimated Time: 2 days, 10:43:12
2023-08-04 22:42:42,048 semantic_segmentation INFO: Iters: 22830/150000 || Lr: 0.017238 || Task Loss: 0.1484 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:26 || Estimated Time: 2 days, 10:42:50
2023-08-04 22:42:57,886 semantic_segmentation INFO: Iters: 22840/150000 || Lr: 0.017237 || Task Loss: 0.3968 || KD Loss: 0.1348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:42 || Estimated Time: 2 days, 10:42:30
2023-08-04 22:43:13,719 semantic_segmentation INFO: Iters: 22850/150000 || Lr: 0.017236 || Task Loss: 0.3591 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:58 || Estimated Time: 2 days, 10:42:08
2023-08-04 22:43:29,543 semantic_segmentation INFO: Iters: 22860/150000 || Lr: 0.017235 || Task Loss: 0.2839 || KD Loss: 0.1521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:33:14 || Estimated Time: 2 days, 10:41:47
2023-08-04 22:43:45,363 semantic_segmentation INFO: Iters: 22870/150000 || Lr: 0.017234 || Task Loss: 0.2511 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:33:29 || Estimated Time: 2 days, 10:41:26
2023-08-04 22:44:01,200 semantic_segmentation INFO: Iters: 22880/150000 || Lr: 0.017232 || Task Loss: 0.2447 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:33:45 || Estimated Time: 2 days, 10:41:05
2023-08-04 22:44:17,041 semantic_segmentation INFO: Iters: 22890/150000 || Lr: 0.017231 || Task Loss: 0.3757 || KD Loss: 0.1492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:01 || Estimated Time: 2 days, 10:40:44
2023-08-04 22:44:32,863 semantic_segmentation INFO: Iters: 22900/150000 || Lr: 0.017230 || Task Loss: 0.3329 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:17 || Estimated Time: 2 days, 10:40:23
2023-08-04 22:44:48,665 semantic_segmentation INFO: Iters: 22910/150000 || Lr: 0.017229 || Task Loss: 0.1764 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:33 || Estimated Time: 2 days, 10:40:02
2023-08-04 22:45:04,470 semantic_segmentation INFO: Iters: 22920/150000 || Lr: 0.017227 || Task Loss: 0.6434 || KD Loss: 0.3619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:49 || Estimated Time: 2 days, 10:39:41
2023-08-04 22:45:20,321 semantic_segmentation INFO: Iters: 22930/150000 || Lr: 0.017226 || Task Loss: 0.3070 || KD Loss: 0.1459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:04 || Estimated Time: 2 days, 10:39:20
2023-08-04 22:45:36,155 semantic_segmentation INFO: Iters: 22940/150000 || Lr: 0.017225 || Task Loss: 0.4282 || KD Loss: 0.2273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:20 || Estimated Time: 2 days, 10:38:59
2023-08-04 22:45:51,992 semantic_segmentation INFO: Iters: 22950/150000 || Lr: 0.017224 || Task Loss: 0.4535 || KD Loss: 0.1380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:36 || Estimated Time: 2 days, 10:38:38
2023-08-04 22:46:07,805 semantic_segmentation INFO: Iters: 22960/150000 || Lr: 0.017223 || Task Loss: 0.2355 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:52 || Estimated Time: 2 days, 10:38:17
2023-08-04 22:46:23,620 semantic_segmentation INFO: Iters: 22970/150000 || Lr: 0.017221 || Task Loss: 0.2862 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:08 || Estimated Time: 2 days, 10:37:56
2023-08-04 22:46:39,422 semantic_segmentation INFO: Iters: 22980/150000 || Lr: 0.017220 || Task Loss: 0.1564 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:23 || Estimated Time: 2 days, 10:37:35
2023-08-04 22:46:55,229 semantic_segmentation INFO: Iters: 22990/150000 || Lr: 0.017219 || Task Loss: 0.2617 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:39 || Estimated Time: 2 days, 10:37:14
2023-08-04 22:47:11,074 semantic_segmentation INFO: Iters: 23000/150000 || Lr: 0.017218 || Task Loss: 0.2048 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:55 || Estimated Time: 2 days, 10:36:53
2023-08-04 22:47:26,902 semantic_segmentation INFO: Iters: 23010/150000 || Lr: 0.017216 || Task Loss: 0.2950 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:11 || Estimated Time: 2 days, 10:36:32
2023-08-04 22:47:42,756 semantic_segmentation INFO: Iters: 23020/150000 || Lr: 0.017215 || Task Loss: 0.3009 || KD Loss: 0.2102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:27 || Estimated Time: 2 days, 10:36:11
2023-08-04 22:47:58,615 semantic_segmentation INFO: Iters: 23030/150000 || Lr: 0.017214 || Task Loss: 0.3787 || KD Loss: 0.1650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:43 || Estimated Time: 2 days, 10:35:51
2023-08-04 22:48:14,466 semantic_segmentation INFO: Iters: 23040/150000 || Lr: 0.017213 || Task Loss: 0.2856 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:59 || Estimated Time: 2 days, 10:35:30
2023-08-04 22:48:30,321 semantic_segmentation INFO: Iters: 23050/150000 || Lr: 0.017212 || Task Loss: 0.4976 || KD Loss: 0.3727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:38:14 || Estimated Time: 2 days, 10:35:09
2023-08-04 22:48:46,191 semantic_segmentation INFO: Iters: 23060/150000 || Lr: 0.017210 || Task Loss: 0.4738 || KD Loss: 0.1712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:38:30 || Estimated Time: 2 days, 10:34:48
2023-08-04 22:49:02,031 semantic_segmentation INFO: Iters: 23070/150000 || Lr: 0.017209 || Task Loss: 0.2614 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:38:46 || Estimated Time: 2 days, 10:34:27
2023-08-04 22:49:17,884 semantic_segmentation INFO: Iters: 23080/150000 || Lr: 0.017208 || Task Loss: 0.2507 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:34:07
2023-08-04 22:49:33,722 semantic_segmentation INFO: Iters: 23090/150000 || Lr: 0.017207 || Task Loss: 0.4204 || KD Loss: 0.1929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:33:46
2023-08-04 22:49:49,577 semantic_segmentation INFO: Iters: 23100/150000 || Lr: 0.017205 || Task Loss: 0.4120 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:33:25
2023-08-04 22:50:05,432 semantic_segmentation INFO: Iters: 23110/150000 || Lr: 0.017204 || Task Loss: 0.2957 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:39:49 || Estimated Time: 2 days, 10:33:04
2023-08-04 22:50:21,285 semantic_segmentation INFO: Iters: 23120/150000 || Lr: 0.017203 || Task Loss: 0.2950 || KD Loss: 0.1339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:40:05 || Estimated Time: 2 days, 10:32:43
2023-08-04 22:50:37,109 semantic_segmentation INFO: Iters: 23130/150000 || Lr: 0.017202 || Task Loss: 0.2058 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:40:21 || Estimated Time: 2 days, 10:32:23
2023-08-04 22:50:52,921 semantic_segmentation INFO: Iters: 23140/150000 || Lr: 0.017201 || Task Loss: 0.2547 || KD Loss: 0.1174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:40:37 || Estimated Time: 2 days, 10:32:02
2023-08-04 22:51:08,747 semantic_segmentation INFO: Iters: 23150/150000 || Lr: 0.017199 || Task Loss: 0.2204 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:40:53 || Estimated Time: 2 days, 10:31:41
2023-08-04 22:51:24,569 semantic_segmentation INFO: Iters: 23160/150000 || Lr: 0.017198 || Task Loss: 0.2434 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:41:09 || Estimated Time: 2 days, 10:31:20
2023-08-04 22:51:40,394 semantic_segmentation INFO: Iters: 23170/150000 || Lr: 0.017197 || Task Loss: 0.2311 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:41:24 || Estimated Time: 2 days, 10:30:59
2023-08-04 22:51:56,220 semantic_segmentation INFO: Iters: 23180/150000 || Lr: 0.017196 || Task Loss: 0.3074 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:41:40 || Estimated Time: 2 days, 10:30:38
2023-08-04 22:52:12,025 semantic_segmentation INFO: Iters: 23190/150000 || Lr: 0.017194 || Task Loss: 0.2846 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:41:56 || Estimated Time: 2 days, 10:30:17
2023-08-04 22:52:27,813 semantic_segmentation INFO: Iters: 23200/150000 || Lr: 0.017193 || Task Loss: 0.2208 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:42:12 || Estimated Time: 2 days, 10:29:56
2023-08-04 22:52:27,893 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 22:52:28,723 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.939, mIoU: 0.379
2023-08-04 22:52:28,842 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.953, mIoU: 0.481
2023-08-04 22:52:28,964 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.488
2023-08-04 22:52:29,082 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.517
2023-08-04 22:52:29,203 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.512
2023-08-04 22:52:29,319 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.510
2023-08-04 22:52:29,441 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.547
2023-08-04 22:52:29,558 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.546
2023-08-04 22:52:29,678 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.553
2023-08-04 22:52:29,796 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.598
2023-08-04 22:52:29,917 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.604
2023-08-04 22:52:30,034 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.622
2023-08-04 22:52:30,154 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.623
2023-08-04 22:52:30,270 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.611
2023-08-04 22:52:30,391 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.943, mIoU: 0.598
2023-08-04 22:52:30,508 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.591
2023-08-04 22:52:30,628 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.592
2023-08-04 22:52:30,745 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.591
2023-08-04 22:52:30,865 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.598
2023-08-04 22:52:30,982 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.605
2023-08-04 22:52:31,104 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.608
2023-08-04 22:52:31,221 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.637
2023-08-04 22:52:31,342 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.638
2023-08-04 22:52:31,459 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.644
2023-08-04 22:52:31,580 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-04 22:52:31,697 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-04 22:52:31,818 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.645
2023-08-04 22:52:31,934 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.640
2023-08-04 22:52:32,056 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.641
2023-08-04 22:52:32,174 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.634
2023-08-04 22:52:32,293 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-04 22:52:32,410 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.932, mIoU: 0.630
2023-08-04 22:52:32,531 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.934, mIoU: 0.633
2023-08-04 22:52:32,647 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.633
2023-08-04 22:52:32,768 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.635
2023-08-04 22:52:32,885 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.635
2023-08-04 22:52:33,006 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 22:52:33,122 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.632
2023-08-04 22:52:33,242 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.933, mIoU: 0.629
2023-08-04 22:52:33,357 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.629
2023-08-04 22:52:33,478 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.629
2023-08-04 22:52:33,596 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.934, mIoU: 0.629
2023-08-04 22:52:33,716 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.629
2023-08-04 22:52:33,833 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.935, mIoU: 0.631
2023-08-04 22:52:33,954 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-04 22:52:34,072 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.630
2023-08-04 22:52:34,193 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-04 22:52:34,311 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.629
2023-08-04 22:52:34,431 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.633
2023-08-04 22:52:34,549 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.632
2023-08-04 22:52:34,669 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.632
2023-08-04 22:52:34,786 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.637
2023-08-04 22:52:34,907 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.638
2023-08-04 22:52:35,025 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-04 22:52:35,145 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-04 22:52:35,262 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.648
2023-08-04 22:52:35,383 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.648
2023-08-04 22:52:35,499 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-04 22:52:35,619 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.656
2023-08-04 22:52:35,736 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.655
2023-08-04 22:52:35,857 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.657
2023-08-04 22:52:35,974 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.657
2023-08-04 22:52:36,095 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.656
2023-08-04 22:52:36,211 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.661
2023-08-04 22:52:36,332 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.663
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2023-08-04 22:52:36,569 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.661
2023-08-04 22:52:36,685 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.664
2023-08-04 22:52:36,806 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.663
2023-08-04 22:52:36,922 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.662
2023-08-04 22:52:37,044 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.663
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2023-08-04 22:52:37,282 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.660
2023-08-04 22:52:37,398 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-04 22:52:37,519 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-04 22:52:37,637 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-04 22:52:37,756 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-04 22:52:37,872 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-04 22:52:37,992 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.658
2023-08-04 22:52:38,109 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.660
2023-08-04 22:52:38,229 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.662
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2023-08-04 22:52:38,582 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.659
2023-08-04 22:52:38,702 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.655
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2023-08-04 22:52:38,939 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.655
2023-08-04 22:52:39,057 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.930, mIoU: 0.655
2023-08-04 22:52:39,177 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.930, mIoU: 0.655
2023-08-04 22:52:39,294 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.654
2023-08-04 22:52:39,414 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.654
2023-08-04 22:52:39,531 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.647
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2023-08-04 22:52:39,888 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.647
2023-08-04 22:52:40,004 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.647
2023-08-04 22:52:40,124 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.645
2023-08-04 22:52:40,240 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.643
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2023-08-04 22:52:40,599 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.642
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2023-08-04 22:52:43,564 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.649
2023-08-04 22:52:43,683 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.651
2023-08-04 22:52:43,800 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.651
2023-08-04 22:52:43,921 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.650
2023-08-04 22:52:44,039 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.650
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2023-08-04 22:52:44,396 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.928, mIoU: 0.649
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2023-08-04 22:52:44,750 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.929, mIoU: 0.650
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2023-08-04 22:53:18,736 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-04 22:53:18,858 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-04 22:53:18,975 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-04 22:53:19,097 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-04 22:53:19,214 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-04 22:53:19,335 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-04 22:53:19,452 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-04 22:53:19,574 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-04 22:53:19,692 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:19,813 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:19,930 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:20,052 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:20,170 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:20,291 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:20,407 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:20,528 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:20,647 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:20,767 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:20,885 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:21,006 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:21,124 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:21,244 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:21,361 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:21,483 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:21,601 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:21,722 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:21,839 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-04 22:53:21,960 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-04 22:53:22,078 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-04 22:53:22,199 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-04 22:53:22,315 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-04 22:53:22,438 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-04 22:53:22,554 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-04 22:53:22,675 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.939, mIoU: 0.649
2023-08-04 22:53:22,793 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:22,913 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:23,031 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:23,152 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:23,265 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:23,387 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:23,504 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:23,626 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:23,743 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:23,864 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:23,981 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:24,103 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 22:53:24,220 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 22:53:24,342 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-04 22:53:24,459 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:24,579 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:24,696 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:24,818 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:24,935 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:25,053 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:25,171 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:25,291 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-04 22:53:25,411 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-04 22:53:25,531 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-04 22:53:25,648 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-04 22:53:25,769 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-04 22:53:25,887 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-04 22:53:26,008 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-04 22:53:26,126 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-04 22:53:26,247 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-04 22:53:26,363 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-04 22:53:26,485 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:26,602 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:26,724 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:26,841 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:26,962 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:27,080 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:27,203 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:27,319 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:27,440 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:27,557 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:27,679 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:27,796 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:27,917 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:28,032 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-04 22:53:43,916 semantic_segmentation INFO: Iters: 23210/150000 || Lr: 0.017192 || Task Loss: 0.3079 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:43:28 || Estimated Time: 2 days, 10:35:04
2023-08-04 22:53:59,751 semantic_segmentation INFO: Iters: 23220/150000 || Lr: 0.017191 || Task Loss: 0.2236 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:43:44 || Estimated Time: 2 days, 10:34:43
2023-08-04 22:54:15,595 semantic_segmentation INFO: Iters: 23230/150000 || Lr: 0.017190 || Task Loss: 0.4055 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:44:00 || Estimated Time: 2 days, 10:34:22
2023-08-04 22:54:31,455 semantic_segmentation INFO: Iters: 23240/150000 || Lr: 0.017188 || Task Loss: 0.4439 || KD Loss: 0.3368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:44:15 || Estimated Time: 2 days, 10:34:01
2023-08-04 22:54:47,316 semantic_segmentation INFO: Iters: 23250/150000 || Lr: 0.017187 || Task Loss: 0.3537 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:44:31 || Estimated Time: 2 days, 10:33:41
2023-08-04 22:55:03,185 semantic_segmentation INFO: Iters: 23260/150000 || Lr: 0.017186 || Task Loss: 0.4878 || KD Loss: 0.2082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:44:47 || Estimated Time: 2 days, 10:33:20
2023-08-04 22:55:19,028 semantic_segmentation INFO: Iters: 23270/150000 || Lr: 0.017185 || Task Loss: 0.3659 || KD Loss: 0.1704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:45:03 || Estimated Time: 2 days, 10:32:59
2023-08-04 22:55:34,897 semantic_segmentation INFO: Iters: 23280/150000 || Lr: 0.017183 || Task Loss: 0.6527 || KD Loss: 0.2933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:45:19 || Estimated Time: 2 days, 10:32:38
2023-08-04 22:55:50,747 semantic_segmentation INFO: Iters: 23290/150000 || Lr: 0.017182 || Task Loss: 0.3301 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:45:35 || Estimated Time: 2 days, 10:32:17
2023-08-04 22:56:06,600 semantic_segmentation INFO: Iters: 23300/150000 || Lr: 0.017181 || Task Loss: 0.3842 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:31:56
2023-08-04 22:56:22,449 semantic_segmentation INFO: Iters: 23310/150000 || Lr: 0.017180 || Task Loss: 0.4369 || KD Loss: 0.1749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:06 || Estimated Time: 2 days, 10:31:35
2023-08-04 22:56:38,313 semantic_segmentation INFO: Iters: 23320/150000 || Lr: 0.017179 || Task Loss: 0.2976 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:22 || Estimated Time: 2 days, 10:31:15
2023-08-04 22:56:54,175 semantic_segmentation INFO: Iters: 23330/150000 || Lr: 0.017177 || Task Loss: 0.3659 || KD Loss: 0.1621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:38 || Estimated Time: 2 days, 10:30:54
2023-08-04 22:57:10,029 semantic_segmentation INFO: Iters: 23340/150000 || Lr: 0.017176 || Task Loss: 0.2809 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:54 || Estimated Time: 2 days, 10:30:33
2023-08-04 22:57:25,901 semantic_segmentation INFO: Iters: 23350/150000 || Lr: 0.017175 || Task Loss: 0.7523 || KD Loss: 0.3845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:10 || Estimated Time: 2 days, 10:30:12
2023-08-04 22:57:41,755 semantic_segmentation INFO: Iters: 23360/150000 || Lr: 0.017174 || Task Loss: 0.2627 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:26 || Estimated Time: 2 days, 10:29:51
2023-08-04 22:57:57,624 semantic_segmentation INFO: Iters: 23370/150000 || Lr: 0.017173 || Task Loss: 0.4050 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:42 || Estimated Time: 2 days, 10:29:31
2023-08-04 22:58:13,489 semantic_segmentation INFO: Iters: 23380/150000 || Lr: 0.017171 || Task Loss: 0.3018 || KD Loss: 0.1275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:58 || Estimated Time: 2 days, 10:29:10
2023-08-04 22:58:29,332 semantic_segmentation INFO: Iters: 23390/150000 || Lr: 0.017170 || Task Loss: 0.2257 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:13 || Estimated Time: 2 days, 10:28:49
2023-08-04 22:58:45,162 semantic_segmentation INFO: Iters: 23400/150000 || Lr: 0.017169 || Task Loss: 0.2347 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:29 || Estimated Time: 2 days, 10:28:28
2023-08-04 22:59:00,992 semantic_segmentation INFO: Iters: 23410/150000 || Lr: 0.017168 || Task Loss: 0.5096 || KD Loss: 0.2180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:45 || Estimated Time: 2 days, 10:28:07
2023-08-04 22:59:16,834 semantic_segmentation INFO: Iters: 23420/150000 || Lr: 0.017166 || Task Loss: 1.1676 || KD Loss: 0.6261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:01 || Estimated Time: 2 days, 10:27:46
2023-08-04 22:59:32,653 semantic_segmentation INFO: Iters: 23430/150000 || Lr: 0.017165 || Task Loss: 0.2790 || KD Loss: 0.1719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:17 || Estimated Time: 2 days, 10:27:25
2023-08-04 22:59:48,476 semantic_segmentation INFO: Iters: 23440/150000 || Lr: 0.017164 || Task Loss: 0.2863 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:33 || Estimated Time: 2 days, 10:27:04
2023-08-04 23:00:04,316 semantic_segmentation INFO: Iters: 23450/150000 || Lr: 0.017163 || Task Loss: 0.4951 || KD Loss: 0.1602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:48 || Estimated Time: 2 days, 10:26:43
2023-08-04 23:00:20,147 semantic_segmentation INFO: Iters: 23460/150000 || Lr: 0.017162 || Task Loss: 0.3003 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:04 || Estimated Time: 2 days, 10:26:23
2023-08-04 23:00:35,963 semantic_segmentation INFO: Iters: 23470/150000 || Lr: 0.017160 || Task Loss: 0.3869 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:20 || Estimated Time: 2 days, 10:26:02
2023-08-04 23:00:51,769 semantic_segmentation INFO: Iters: 23480/150000 || Lr: 0.017159 || Task Loss: 0.2340 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:36 || Estimated Time: 2 days, 10:25:40
2023-08-04 23:01:07,590 semantic_segmentation INFO: Iters: 23490/150000 || Lr: 0.017158 || Task Loss: 0.3178 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:52 || Estimated Time: 2 days, 10:25:20
2023-08-04 23:01:23,430 semantic_segmentation INFO: Iters: 23500/150000 || Lr: 0.017157 || Task Loss: 0.7528 || KD Loss: 0.5400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:07 || Estimated Time: 2 days, 10:24:59
2023-08-04 23:01:39,247 semantic_segmentation INFO: Iters: 23510/150000 || Lr: 0.017155 || Task Loss: 0.8738 || KD Loss: 0.4333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:23 || Estimated Time: 2 days, 10:24:38
2023-08-04 23:01:55,045 semantic_segmentation INFO: Iters: 23520/150000 || Lr: 0.017154 || Task Loss: 0.3845 || KD Loss: 0.1794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:39 || Estimated Time: 2 days, 10:24:17
2023-08-04 23:02:10,843 semantic_segmentation INFO: Iters: 23530/150000 || Lr: 0.017153 || Task Loss: 0.3133 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:55 || Estimated Time: 2 days, 10:23:56
2023-08-04 23:02:26,643 semantic_segmentation INFO: Iters: 23540/150000 || Lr: 0.017152 || Task Loss: 0.3532 || KD Loss: 0.1361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:52:11 || Estimated Time: 2 days, 10:23:35
2023-08-04 23:02:42,437 semantic_segmentation INFO: Iters: 23550/150000 || Lr: 0.017151 || Task Loss: 0.2768 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:52:26 || Estimated Time: 2 days, 10:23:13
2023-08-04 23:02:58,253 semantic_segmentation INFO: Iters: 23560/150000 || Lr: 0.017149 || Task Loss: 0.2682 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:52:42 || Estimated Time: 2 days, 10:22:53
2023-08-04 23:03:14,069 semantic_segmentation INFO: Iters: 23570/150000 || Lr: 0.017148 || Task Loss: 0.3840 || KD Loss: 0.1743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:52:58 || Estimated Time: 2 days, 10:22:32
2023-08-04 23:03:29,867 semantic_segmentation INFO: Iters: 23580/150000 || Lr: 0.017147 || Task Loss: 0.3203 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:53:14 || Estimated Time: 2 days, 10:22:11
2023-08-04 23:03:45,711 semantic_segmentation INFO: Iters: 23590/150000 || Lr: 0.017146 || Task Loss: 0.2301 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:53:30 || Estimated Time: 2 days, 10:21:50
2023-08-04 23:04:01,559 semantic_segmentation INFO: Iters: 23600/150000 || Lr: 0.017144 || Task Loss: 0.3920 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:53:46 || Estimated Time: 2 days, 10:21:29
2023-08-04 23:04:17,390 semantic_segmentation INFO: Iters: 23610/150000 || Lr: 0.017143 || Task Loss: 0.3607 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:54:01 || Estimated Time: 2 days, 10:21:08
2023-08-04 23:04:33,228 semantic_segmentation INFO: Iters: 23620/150000 || Lr: 0.017142 || Task Loss: 0.3191 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:54:17 || Estimated Time: 2 days, 10:20:47
2023-08-04 23:04:49,107 semantic_segmentation INFO: Iters: 23630/150000 || Lr: 0.017141 || Task Loss: 0.2527 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:54:33 || Estimated Time: 2 days, 10:20:27
2023-08-04 23:05:04,979 semantic_segmentation INFO: Iters: 23640/150000 || Lr: 0.017140 || Task Loss: 0.2497 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:54:49 || Estimated Time: 2 days, 10:20:06
2023-08-04 23:05:20,875 semantic_segmentation INFO: Iters: 23650/150000 || Lr: 0.017138 || Task Loss: 0.5139 || KD Loss: 0.2096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:05 || Estimated Time: 2 days, 10:19:46
2023-08-04 23:05:36,742 semantic_segmentation INFO: Iters: 23660/150000 || Lr: 0.017137 || Task Loss: 0.3564 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:21 || Estimated Time: 2 days, 10:19:25
2023-08-04 23:05:52,616 semantic_segmentation INFO: Iters: 23670/150000 || Lr: 0.017136 || Task Loss: 0.2158 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:37 || Estimated Time: 2 days, 10:19:04
2023-08-04 23:06:08,491 semantic_segmentation INFO: Iters: 23680/150000 || Lr: 0.017135 || Task Loss: 0.2457 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:53 || Estimated Time: 2 days, 10:18:44
2023-08-04 23:06:24,359 semantic_segmentation INFO: Iters: 23690/150000 || Lr: 0.017133 || Task Loss: 0.2684 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:08 || Estimated Time: 2 days, 10:18:23
2023-08-04 23:06:40,218 semantic_segmentation INFO: Iters: 23700/150000 || Lr: 0.017132 || Task Loss: 0.3885 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:24 || Estimated Time: 2 days, 10:18:03
2023-08-04 23:06:56,079 semantic_segmentation INFO: Iters: 23710/150000 || Lr: 0.017131 || Task Loss: 0.3292 || KD Loss: 0.1339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:40 || Estimated Time: 2 days, 10:17:42
2023-08-04 23:07:11,918 semantic_segmentation INFO: Iters: 23720/150000 || Lr: 0.017130 || Task Loss: 0.2832 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:56 || Estimated Time: 2 days, 10:17:21
2023-08-04 23:07:27,757 semantic_segmentation INFO: Iters: 23730/150000 || Lr: 0.017129 || Task Loss: 0.4305 || KD Loss: 0.1546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:57:12 || Estimated Time: 2 days, 10:17:00
2023-08-04 23:07:43,590 semantic_segmentation INFO: Iters: 23740/150000 || Lr: 0.017127 || Task Loss: 0.3057 || KD Loss: 0.1511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:57:28 || Estimated Time: 2 days, 10:16:40
2023-08-04 23:07:59,417 semantic_segmentation INFO: Iters: 23750/150000 || Lr: 0.017126 || Task Loss: 0.6365 || KD Loss: 0.3029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:57:43 || Estimated Time: 2 days, 10:16:19
2023-08-04 23:08:15,227 semantic_segmentation INFO: Iters: 23760/150000 || Lr: 0.017125 || Task Loss: 0.3433 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:57:59 || Estimated Time: 2 days, 10:15:58
2023-08-04 23:08:31,047 semantic_segmentation INFO: Iters: 23770/150000 || Lr: 0.017124 || Task Loss: 0.3061 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:58:15 || Estimated Time: 2 days, 10:15:37
2023-08-04 23:08:46,859 semantic_segmentation INFO: Iters: 23780/150000 || Lr: 0.017122 || Task Loss: 0.3651 || KD Loss: 0.1467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:58:31 || Estimated Time: 2 days, 10:15:16
2023-08-04 23:09:02,680 semantic_segmentation INFO: Iters: 23790/150000 || Lr: 0.017121 || Task Loss: 0.2856 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:58:47 || Estimated Time: 2 days, 10:14:55
2023-08-04 23:09:18,476 semantic_segmentation INFO: Iters: 23800/150000 || Lr: 0.017120 || Task Loss: 0.2867 || KD Loss: 0.1104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:03 || Estimated Time: 2 days, 10:14:34
2023-08-04 23:09:34,292 semantic_segmentation INFO: Iters: 23810/150000 || Lr: 0.017119 || Task Loss: 0.3832 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:18 || Estimated Time: 2 days, 10:14:14
2023-08-04 23:09:50,087 semantic_segmentation INFO: Iters: 23820/150000 || Lr: 0.017118 || Task Loss: 0.3667 || KD Loss: 0.1415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:34 || Estimated Time: 2 days, 10:13:53
2023-08-04 23:10:05,888 semantic_segmentation INFO: Iters: 23830/150000 || Lr: 0.017116 || Task Loss: 0.3633 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:50 || Estimated Time: 2 days, 10:13:32
2023-08-04 23:10:21,716 semantic_segmentation INFO: Iters: 23840/150000 || Lr: 0.017115 || Task Loss: 0.3415 || KD Loss: 0.1325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:00:06 || Estimated Time: 2 days, 10:13:11
2023-08-04 23:10:37,543 semantic_segmentation INFO: Iters: 23850/150000 || Lr: 0.017114 || Task Loss: 0.4672 || KD Loss: 0.1591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:00:22 || Estimated Time: 2 days, 10:12:50
2023-08-04 23:10:53,373 semantic_segmentation INFO: Iters: 23860/150000 || Lr: 0.017113 || Task Loss: 0.2657 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:00:37 || Estimated Time: 2 days, 10:12:29
2023-08-04 23:11:09,187 semantic_segmentation INFO: Iters: 23870/150000 || Lr: 0.017111 || Task Loss: 0.1541 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:00:53 || Estimated Time: 2 days, 10:12:08
2023-08-04 23:11:24,996 semantic_segmentation INFO: Iters: 23880/150000 || Lr: 0.017110 || Task Loss: 0.2267 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:01:09 || Estimated Time: 2 days, 10:11:48
2023-08-04 23:11:40,839 semantic_segmentation INFO: Iters: 23890/150000 || Lr: 0.017109 || Task Loss: 0.5631 || KD Loss: 0.2071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:01:25 || Estimated Time: 2 days, 10:11:27
2023-08-04 23:11:56,679 semantic_segmentation INFO: Iters: 23900/150000 || Lr: 0.017108 || Task Loss: 0.2213 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:01:41 || Estimated Time: 2 days, 10:11:06
2023-08-04 23:12:12,531 semantic_segmentation INFO: Iters: 23910/150000 || Lr: 0.017107 || Task Loss: 0.2995 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:01:57 || Estimated Time: 2 days, 10:10:46
2023-08-04 23:12:28,397 semantic_segmentation INFO: Iters: 23920/150000 || Lr: 0.017105 || Task Loss: 0.4442 || KD Loss: 0.1884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:02:12 || Estimated Time: 2 days, 10:10:25
2023-08-04 23:12:44,251 semantic_segmentation INFO: Iters: 23930/150000 || Lr: 0.017104 || Task Loss: 0.2256 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:02:28 || Estimated Time: 2 days, 10:10:05
2023-08-04 23:13:00,148 semantic_segmentation INFO: Iters: 23940/150000 || Lr: 0.017103 || Task Loss: 0.3929 || KD Loss: 0.1497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:02:44 || Estimated Time: 2 days, 10:09:44
2023-08-04 23:13:16,019 semantic_segmentation INFO: Iters: 23950/150000 || Lr: 0.017102 || Task Loss: 0.2285 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:00 || Estimated Time: 2 days, 10:09:24
2023-08-04 23:13:31,875 semantic_segmentation INFO: Iters: 23960/150000 || Lr: 0.017100 || Task Loss: 0.1608 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:16 || Estimated Time: 2 days, 10:09:03
2023-08-04 23:13:47,718 semantic_segmentation INFO: Iters: 23970/150000 || Lr: 0.017099 || Task Loss: 0.3378 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:32 || Estimated Time: 2 days, 10:08:42
2023-08-04 23:14:03,591 semantic_segmentation INFO: Iters: 23980/150000 || Lr: 0.017098 || Task Loss: 0.2410 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:48 || Estimated Time: 2 days, 10:08:22
2023-08-04 23:14:19,465 semantic_segmentation INFO: Iters: 23990/150000 || Lr: 0.017097 || Task Loss: 0.4615 || KD Loss: 0.1721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:04:04 || Estimated Time: 2 days, 10:08:02
2023-08-04 23:14:35,307 semantic_segmentation INFO: Iters: 24000/150000 || Lr: 0.017096 || Task Loss: 0.2739 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:04:19 || Estimated Time: 2 days, 10:07:41
2023-08-04 23:14:35,388 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 23:14:36,156 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.931, mIoU: 0.359
2023-08-04 23:14:36,283 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.951, mIoU: 0.467
2023-08-04 23:14:36,407 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.487
2023-08-04 23:14:36,524 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.500
2023-08-04 23:14:36,645 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.490
2023-08-04 23:14:36,761 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.491
2023-08-04 23:14:36,883 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.484
2023-08-04 23:14:37,002 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.514
2023-08-04 23:14:37,123 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.521
2023-08-04 23:14:37,240 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.542
2023-08-04 23:14:37,360 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.540
2023-08-04 23:14:37,477 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.939, mIoU: 0.543
2023-08-04 23:14:37,597 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.558
2023-08-04 23:14:37,714 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.935, mIoU: 0.552
2023-08-04 23:14:37,834 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.932, mIoU: 0.561
2023-08-04 23:14:37,952 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.929, mIoU: 0.553
2023-08-04 23:14:38,073 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.929, mIoU: 0.555
2023-08-04 23:14:38,189 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.930, mIoU: 0.553
2023-08-04 23:14:38,310 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.929, mIoU: 0.565
2023-08-04 23:14:38,427 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.573
2023-08-04 23:14:38,547 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.573
2023-08-04 23:14:38,663 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.922, mIoU: 0.537
2023-08-04 23:14:38,784 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.539
2023-08-04 23:14:38,903 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.922, mIoU: 0.549
2023-08-04 23:14:39,023 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.917, mIoU: 0.555
2023-08-04 23:14:39,139 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.558
2023-08-04 23:14:39,259 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.555
2023-08-04 23:14:39,377 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.917, mIoU: 0.552
2023-08-04 23:14:39,498 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.561
2023-08-04 23:14:39,614 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.561
2023-08-04 23:14:39,734 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.917, mIoU: 0.559
2023-08-04 23:14:39,852 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.916, mIoU: 0.557
2023-08-04 23:14:39,973 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.918, mIoU: 0.559
2023-08-04 23:14:40,090 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.918, mIoU: 0.560
2023-08-04 23:14:40,210 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.918, mIoU: 0.562
2023-08-04 23:14:40,327 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.918, mIoU: 0.561
2023-08-04 23:14:40,448 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.918, mIoU: 0.558
2023-08-04 23:14:40,565 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.557
2023-08-04 23:14:40,685 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.917, mIoU: 0.552
2023-08-04 23:14:40,801 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.918, mIoU: 0.553
2023-08-04 23:14:40,922 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.918, mIoU: 0.555
2023-08-04 23:14:41,040 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.919, mIoU: 0.555
2023-08-04 23:14:41,160 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.556
2023-08-04 23:14:41,278 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.921, mIoU: 0.557
2023-08-04 23:14:41,398 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.922, mIoU: 0.558
2023-08-04 23:14:41,516 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.559
2023-08-04 23:14:41,637 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.559
2023-08-04 23:14:41,756 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.924, mIoU: 0.559
2023-08-04 23:14:41,877 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.565
2023-08-04 23:14:41,994 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.924, mIoU: 0.569
2023-08-04 23:14:42,114 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.569
2023-08-04 23:14:42,232 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.924, mIoU: 0.577
2023-08-04 23:14:42,352 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.577
2023-08-04 23:14:42,470 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.922, mIoU: 0.576
2023-08-04 23:14:42,590 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.922, mIoU: 0.575
2023-08-04 23:14:42,707 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.921, mIoU: 0.578
2023-08-04 23:14:42,827 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.922, mIoU: 0.579
2023-08-04 23:14:42,945 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.922, mIoU: 0.585
2023-08-04 23:14:43,065 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.922, mIoU: 0.591
2023-08-04 23:14:43,181 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.590
2023-08-04 23:14:43,302 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.594
2023-08-04 23:14:43,419 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.596
2023-08-04 23:14:43,540 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.922, mIoU: 0.596
2023-08-04 23:14:43,657 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.922, mIoU: 0.600
2023-08-04 23:14:43,777 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.921, mIoU: 0.601
2023-08-04 23:14:43,894 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.920, mIoU: 0.600
2023-08-04 23:14:44,014 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.597
2023-08-04 23:14:44,132 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.918, mIoU: 0.600
2023-08-04 23:14:44,253 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 23:14:44,370 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 23:14:44,491 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.920, mIoU: 0.600
2023-08-04 23:14:44,608 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.920, mIoU: 0.601
2023-08-04 23:14:44,729 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.921, mIoU: 0.600
2023-08-04 23:14:44,845 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.921, mIoU: 0.600
2023-08-04 23:14:44,966 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.921, mIoU: 0.601
2023-08-04 23:14:45,084 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.921, mIoU: 0.599
2023-08-04 23:14:45,204 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.921, mIoU: 0.599
2023-08-04 23:14:45,321 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.921, mIoU: 0.599
2023-08-04 23:14:45,441 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.599
2023-08-04 23:14:45,558 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.921, mIoU: 0.600
2023-08-04 23:14:45,679 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.601
2023-08-04 23:14:45,796 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.602
2023-08-04 23:14:45,917 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.602
2023-08-04 23:14:46,033 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.599
2023-08-04 23:14:46,153 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.596
2023-08-04 23:14:46,269 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.596
2023-08-04 23:14:46,390 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.917, mIoU: 0.597
2023-08-04 23:14:46,507 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.917, mIoU: 0.596
2023-08-04 23:14:46,628 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.918, mIoU: 0.596
2023-08-04 23:14:46,745 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.596
2023-08-04 23:14:46,866 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.595
2023-08-04 23:14:46,983 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.588
2023-08-04 23:14:47,104 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.917, mIoU: 0.588
2023-08-04 23:14:47,220 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.918, mIoU: 0.588
2023-08-04 23:14:47,341 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.918, mIoU: 0.588
2023-08-04 23:14:47,457 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.588
2023-08-04 23:14:47,578 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.587
2023-08-04 23:14:47,695 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.587
2023-08-04 23:14:47,816 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.587
2023-08-04 23:14:47,933 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.587
2023-08-04 23:14:48,053 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.914, mIoU: 0.585
2023-08-04 23:14:48,169 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.914, mIoU: 0.584
2023-08-04 23:14:48,289 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.914, mIoU: 0.584
2023-08-04 23:14:48,407 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.914, mIoU: 0.584
2023-08-04 23:14:48,527 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.914, mIoU: 0.584
2023-08-04 23:14:48,643 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.915, mIoU: 0.583
2023-08-04 23:14:48,765 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.915, mIoU: 0.583
2023-08-04 23:14:48,883 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.915, mIoU: 0.584
2023-08-04 23:14:49,004 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.915, mIoU: 0.584
2023-08-04 23:14:49,120 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.914, mIoU: 0.582
2023-08-04 23:14:49,241 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.915, mIoU: 0.583
2023-08-04 23:14:49,357 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.915, mIoU: 0.582
2023-08-04 23:14:49,479 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.915, mIoU: 0.582
2023-08-04 23:14:49,596 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.915, mIoU: 0.582
2023-08-04 23:14:49,716 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.915, mIoU: 0.582
2023-08-04 23:14:49,834 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.916, mIoU: 0.582
2023-08-04 23:14:49,956 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.915, mIoU: 0.585
2023-08-04 23:14:50,073 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.916, mIoU: 0.587
2023-08-04 23:14:50,194 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.915, mIoU: 0.589
2023-08-04 23:14:50,311 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.916, mIoU: 0.589
2023-08-04 23:14:50,431 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.589
2023-08-04 23:14:50,550 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.915, mIoU: 0.589
2023-08-04 23:14:50,669 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.915, mIoU: 0.589
2023-08-04 23:14:50,786 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.915, mIoU: 0.592
2023-08-04 23:14:50,906 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.915, mIoU: 0.592
2023-08-04 23:14:51,023 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.915, mIoU: 0.592
2023-08-04 23:14:51,143 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.915, mIoU: 0.594
2023-08-04 23:14:51,262 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.594
2023-08-04 23:14:51,382 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.915, mIoU: 0.594
2023-08-04 23:14:51,500 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.916, mIoU: 0.594
2023-08-04 23:14:51,621 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.916, mIoU: 0.594
2023-08-04 23:14:51,739 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.917, mIoU: 0.594
2023-08-04 23:14:51,860 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.917, mIoU: 0.594
2023-08-04 23:14:51,977 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.917, mIoU: 0.593
2023-08-04 23:14:52,097 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.917, mIoU: 0.594
2023-08-04 23:14:52,216 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.918, mIoU: 0.594
2023-08-04 23:14:52,337 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.594
2023-08-04 23:14:52,455 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.918, mIoU: 0.595
2023-08-04 23:14:52,575 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.917, mIoU: 0.595
2023-08-04 23:14:52,693 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.918, mIoU: 0.597
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2023-08-04 23:15:15,960 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.919, mIoU: 0.577
2023-08-04 23:15:16,084 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.919, mIoU: 0.577
2023-08-04 23:15:16,209 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.919, mIoU: 0.577
2023-08-04 23:15:16,330 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.919, mIoU: 0.578
2023-08-04 23:15:16,447 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.919, mIoU: 0.579
2023-08-04 23:15:16,568 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.919, mIoU: 0.579
2023-08-04 23:15:16,686 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.919, mIoU: 0.579
2023-08-04 23:15:16,807 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.920, mIoU: 0.579
2023-08-04 23:15:16,923 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.920, mIoU: 0.579
2023-08-04 23:15:17,045 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.920, mIoU: 0.579
2023-08-04 23:15:17,163 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.920, mIoU: 0.579
2023-08-04 23:15:17,284 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.920, mIoU: 0.580
2023-08-04 23:15:17,401 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.920, mIoU: 0.580
2023-08-04 23:15:17,523 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.920, mIoU: 0.580
2023-08-04 23:15:17,640 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.920, mIoU: 0.580
2023-08-04 23:15:17,761 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.920, mIoU: 0.580
2023-08-04 23:15:17,878 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.921, mIoU: 0.580
2023-08-04 23:15:17,999 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.920, mIoU: 0.580
2023-08-04 23:15:18,117 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.920, mIoU: 0.580
2023-08-04 23:15:18,239 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.921, mIoU: 0.580
2023-08-04 23:15:18,356 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.921, mIoU: 0.581
2023-08-04 23:15:18,477 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.921, mIoU: 0.581
2023-08-04 23:15:18,595 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.921, mIoU: 0.581
2023-08-04 23:15:18,717 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.921, mIoU: 0.581
2023-08-04 23:15:18,834 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.921, mIoU: 0.582
2023-08-04 23:15:18,956 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.921, mIoU: 0.582
2023-08-04 23:15:19,073 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.921, mIoU: 0.582
2023-08-04 23:15:19,199 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.921, mIoU: 0.582
2023-08-04 23:15:19,316 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.921, mIoU: 0.582
2023-08-04 23:15:19,437 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.921, mIoU: 0.582
2023-08-04 23:15:19,555 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.921, mIoU: 0.582
2023-08-04 23:15:19,677 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.921, mIoU: 0.582
2023-08-04 23:15:19,793 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.921, mIoU: 0.583
2023-08-04 23:15:19,914 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.922, mIoU: 0.583
2023-08-04 23:15:20,035 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.922, mIoU: 0.583
2023-08-04 23:15:20,156 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.922, mIoU: 0.583
2023-08-04 23:15:20,274 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.922, mIoU: 0.584
2023-08-04 23:15:20,395 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.922, mIoU: 0.584
2023-08-04 23:15:20,512 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.922, mIoU: 0.584
2023-08-04 23:15:20,634 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.922, mIoU: 0.584
2023-08-04 23:15:20,750 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.922, mIoU: 0.584
2023-08-04 23:15:20,871 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.922, mIoU: 0.584
2023-08-04 23:15:20,988 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.922, mIoU: 0.584
2023-08-04 23:15:21,109 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.922, mIoU: 0.585
2023-08-04 23:15:21,228 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.922, mIoU: 0.585
2023-08-04 23:15:21,348 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.923, mIoU: 0.585
2023-08-04 23:15:21,465 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.923, mIoU: 0.585
2023-08-04 23:15:21,587 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.923, mIoU: 0.585
2023-08-04 23:15:21,704 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.923, mIoU: 0.585
2023-08-04 23:15:21,825 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.923, mIoU: 0.585
2023-08-04 23:15:21,942 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.923, mIoU: 0.586
2023-08-04 23:15:22,063 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.923, mIoU: 0.586
2023-08-04 23:15:22,181 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.923, mIoU: 0.587
2023-08-04 23:15:22,301 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.923, mIoU: 0.587
2023-08-04 23:15:22,418 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.923, mIoU: 0.587
2023-08-04 23:15:22,540 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.923, mIoU: 0.587
2023-08-04 23:15:22,657 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.923, mIoU: 0.587
2023-08-04 23:15:22,778 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.924, mIoU: 0.588
2023-08-04 23:15:22,894 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.924, mIoU: 0.588
2023-08-04 23:15:23,019 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.924, mIoU: 0.587
2023-08-04 23:15:23,142 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.924, mIoU: 0.588
2023-08-04 23:15:23,262 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.924, mIoU: 0.588
2023-08-04 23:15:23,379 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.924, mIoU: 0.588
2023-08-04 23:15:23,500 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.924, mIoU: 0.588
2023-08-04 23:15:23,616 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.924, mIoU: 0.588
2023-08-04 23:15:23,737 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.924, mIoU: 0.588
2023-08-04 23:15:23,853 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.925, mIoU: 0.588
2023-08-04 23:15:23,976 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.925, mIoU: 0.588
2023-08-04 23:15:24,094 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.925, mIoU: 0.588
2023-08-04 23:15:24,215 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.925, mIoU: 0.589
2023-08-04 23:15:24,332 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.925, mIoU: 0.589
2023-08-04 23:15:24,454 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.925, mIoU: 0.589
2023-08-04 23:15:24,571 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.925, mIoU: 0.589
2023-08-04 23:15:24,692 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.925, mIoU: 0.589
2023-08-04 23:15:24,809 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.925, mIoU: 0.590
2023-08-04 23:15:24,930 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.925, mIoU: 0.590
2023-08-04 23:15:25,047 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.925, mIoU: 0.590
2023-08-04 23:15:25,169 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.926, mIoU: 0.590
2023-08-04 23:15:25,286 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.926, mIoU: 0.590
2023-08-04 23:15:25,407 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.926, mIoU: 0.590
2023-08-04 23:15:25,524 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.926, mIoU: 0.590
2023-08-04 23:15:25,646 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.926, mIoU: 0.590
2023-08-04 23:15:25,763 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.926, mIoU: 0.591
2023-08-04 23:15:25,883 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.926, mIoU: 0.591
2023-08-04 23:15:26,000 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.926, mIoU: 0.591
2023-08-04 23:15:26,121 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.926, mIoU: 0.591
2023-08-04 23:15:26,239 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.926, mIoU: 0.591
2023-08-04 23:15:26,360 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.926, mIoU: 0.591
2023-08-04 23:15:26,477 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.926, mIoU: 0.592
2023-08-04 23:15:26,598 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.926, mIoU: 0.592
2023-08-04 23:15:26,716 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:26,838 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:26,954 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:27,075 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:27,193 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:27,314 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:27,431 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:27,552 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:27,670 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:27,791 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.927, mIoU: 0.592
2023-08-04 23:15:27,907 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.927, mIoU: 0.593
2023-08-04 23:15:28,032 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:28,154 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:28,279 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:28,399 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:28,521 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:28,637 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.592
2023-08-04 23:15:28,759 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:28,876 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:28,997 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:29,114 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:29,237 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:29,353 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.928, mIoU: 0.593
2023-08-04 23:15:29,475 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.928, mIoU: 0.594
2023-08-04 23:15:29,592 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.928, mIoU: 0.594
2023-08-04 23:15:29,715 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.928, mIoU: 0.594
2023-08-04 23:15:29,832 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.928, mIoU: 0.594
2023-08-04 23:15:29,954 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.929, mIoU: 0.594
2023-08-04 23:15:30,071 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.929, mIoU: 0.594
2023-08-04 23:15:30,192 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.929, mIoU: 0.595
2023-08-04 23:15:30,309 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.929, mIoU: 0.595
2023-08-04 23:15:30,430 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.929, mIoU: 0.595
2023-08-04 23:15:30,547 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.929, mIoU: 0.595
2023-08-04 23:15:30,669 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.929, mIoU: 0.595
2023-08-04 23:15:30,783 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.929, mIoU: 0.596
2023-08-04 23:15:30,904 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.929, mIoU: 0.596
2023-08-04 23:15:31,021 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.929, mIoU: 0.596
2023-08-04 23:15:31,142 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:31,260 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:31,381 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:31,498 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:31,619 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.929, mIoU: 0.598
2023-08-04 23:15:31,737 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:31,857 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:31,974 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:32,095 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:32,213 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:32,334 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:32,450 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:32,569 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-04 23:15:32,688 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.929, mIoU: 0.598
2023-08-04 23:15:32,808 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 23:15:32,926 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 23:15:33,047 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 23:15:33,165 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 23:15:33,286 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 23:15:33,402 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 23:15:33,525 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 23:15:33,641 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 23:15:33,762 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.930, mIoU: 0.598
2023-08-04 23:15:33,879 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 23:15:33,999 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 23:15:34,116 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 23:15:34,237 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 23:15:34,354 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 23:15:34,477 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 23:15:34,594 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 23:15:34,715 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.930, mIoU: 0.599
2023-08-04 23:15:34,832 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-04 23:15:34,952 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-04 23:15:35,068 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-04 23:15:35,190 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-04 23:15:35,307 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-04 23:15:35,428 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-04 23:15:35,543 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-04 23:15:51,437 semantic_segmentation INFO: Iters: 24010/150000 || Lr: 0.017094 || Task Loss: 0.3013 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:05:35 || Estimated Time: 2 days, 10:12:37
2023-08-04 23:16:07,235 semantic_segmentation INFO: Iters: 24020/150000 || Lr: 0.017093 || Task Loss: 0.3020 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:05:51 || Estimated Time: 2 days, 10:12:16
2023-08-04 23:16:23,026 semantic_segmentation INFO: Iters: 24030/150000 || Lr: 0.017092 || Task Loss: 0.2632 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:06:07 || Estimated Time: 2 days, 10:11:55
2023-08-04 23:16:38,842 semantic_segmentation INFO: Iters: 24040/150000 || Lr: 0.017091 || Task Loss: 0.2256 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:06:23 || Estimated Time: 2 days, 10:11:34
2023-08-04 23:16:54,670 semantic_segmentation INFO: Iters: 24050/150000 || Lr: 0.017089 || Task Loss: 0.3673 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:06:39 || Estimated Time: 2 days, 10:11:13
2023-08-04 23:17:10,504 semantic_segmentation INFO: Iters: 24060/150000 || Lr: 0.017088 || Task Loss: 0.2649 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:10:52
2023-08-04 23:17:26,361 semantic_segmentation INFO: Iters: 24070/150000 || Lr: 0.017087 || Task Loss: 0.2740 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:07:10 || Estimated Time: 2 days, 10:10:31
2023-08-04 23:17:42,219 semantic_segmentation INFO: Iters: 24080/150000 || Lr: 0.017086 || Task Loss: 0.3459 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:07:26 || Estimated Time: 2 days, 10:10:11
2023-08-04 23:17:58,063 semantic_segmentation INFO: Iters: 24090/150000 || Lr: 0.017085 || Task Loss: 0.2411 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:07:42 || Estimated Time: 2 days, 10:09:50
2023-08-04 23:18:13,889 semantic_segmentation INFO: Iters: 24100/150000 || Lr: 0.017083 || Task Loss: 0.3917 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:07:58 || Estimated Time: 2 days, 10:09:29
2023-08-04 23:18:29,684 semantic_segmentation INFO: Iters: 24110/150000 || Lr: 0.017082 || Task Loss: 0.2289 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:14 || Estimated Time: 2 days, 10:09:08
2023-08-04 23:18:45,486 semantic_segmentation INFO: Iters: 24120/150000 || Lr: 0.017081 || Task Loss: 0.3761 || KD Loss: 0.1706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:30 || Estimated Time: 2 days, 10:08:47
2023-08-04 23:19:01,276 semantic_segmentation INFO: Iters: 24130/150000 || Lr: 0.017080 || Task Loss: 0.2877 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:45 || Estimated Time: 2 days, 10:08:26
2023-08-04 23:19:17,069 semantic_segmentation INFO: Iters: 24140/150000 || Lr: 0.017079 || Task Loss: 0.3434 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:09:01 || Estimated Time: 2 days, 10:08:05
2023-08-04 23:19:32,889 semantic_segmentation INFO: Iters: 24150/150000 || Lr: 0.017077 || Task Loss: 0.6310 || KD Loss: 0.2685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:09:17 || Estimated Time: 2 days, 10:07:44
2023-08-04 23:19:48,712 semantic_segmentation INFO: Iters: 24160/150000 || Lr: 0.017076 || Task Loss: 0.2223 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:09:33 || Estimated Time: 2 days, 10:07:23
2023-08-04 23:20:04,533 semantic_segmentation INFO: Iters: 24170/150000 || Lr: 0.017075 || Task Loss: 0.2252 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:09:49 || Estimated Time: 2 days, 10:07:03
2023-08-04 23:20:20,371 semantic_segmentation INFO: Iters: 24180/150000 || Lr: 0.017074 || Task Loss: 0.1800 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:10:04 || Estimated Time: 2 days, 10:06:42
2023-08-04 23:20:36,190 semantic_segmentation INFO: Iters: 24190/150000 || Lr: 0.017072 || Task Loss: 0.2351 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:10:20 || Estimated Time: 2 days, 10:06:21
2023-08-04 23:20:52,014 semantic_segmentation INFO: Iters: 24200/150000 || Lr: 0.017071 || Task Loss: 0.2095 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:10:36 || Estimated Time: 2 days, 10:06:00
2023-08-04 23:21:07,861 semantic_segmentation INFO: Iters: 24210/150000 || Lr: 0.017070 || Task Loss: 0.3107 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 10:05:40
2023-08-04 23:21:23,704 semantic_segmentation INFO: Iters: 24220/150000 || Lr: 0.017069 || Task Loss: 0.2273 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:08 || Estimated Time: 2 days, 10:05:19
2023-08-04 23:21:39,550 semantic_segmentation INFO: Iters: 24230/150000 || Lr: 0.017068 || Task Loss: 0.2079 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:24 || Estimated Time: 2 days, 10:04:58
2023-08-04 23:21:55,392 semantic_segmentation INFO: Iters: 24240/150000 || Lr: 0.017066 || Task Loss: 0.6461 || KD Loss: 0.3276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:39 || Estimated Time: 2 days, 10:04:38
2023-08-04 23:22:11,241 semantic_segmentation INFO: Iters: 24250/150000 || Lr: 0.017065 || Task Loss: 0.3217 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:55 || Estimated Time: 2 days, 10:04:17
2023-08-04 23:22:27,060 semantic_segmentation INFO: Iters: 24260/150000 || Lr: 0.017064 || Task Loss: 0.1933 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:11 || Estimated Time: 2 days, 10:03:56
2023-08-04 23:22:42,878 semantic_segmentation INFO: Iters: 24270/150000 || Lr: 0.017063 || Task Loss: 0.1645 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:27 || Estimated Time: 2 days, 10:03:35
2023-08-04 23:22:58,722 semantic_segmentation INFO: Iters: 24280/150000 || Lr: 0.017061 || Task Loss: 0.2549 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:43 || Estimated Time: 2 days, 10:03:15
2023-08-04 23:23:14,540 semantic_segmentation INFO: Iters: 24290/150000 || Lr: 0.017060 || Task Loss: 0.3044 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:59 || Estimated Time: 2 days, 10:02:54
2023-08-04 23:23:30,352 semantic_segmentation INFO: Iters: 24300/150000 || Lr: 0.017059 || Task Loss: 0.2117 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:14 || Estimated Time: 2 days, 10:02:33
2023-08-04 23:23:46,163 semantic_segmentation INFO: Iters: 24310/150000 || Lr: 0.017058 || Task Loss: 0.5618 || KD Loss: 0.3140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:30 || Estimated Time: 2 days, 10:02:12
2023-08-04 23:24:01,958 semantic_segmentation INFO: Iters: 24320/150000 || Lr: 0.017057 || Task Loss: 0.2152 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:46 || Estimated Time: 2 days, 10:01:51
2023-08-04 23:24:17,765 semantic_segmentation INFO: Iters: 24330/150000 || Lr: 0.017055 || Task Loss: 0.4824 || KD Loss: 0.1940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:14:02 || Estimated Time: 2 days, 10:01:30
2023-08-04 23:24:33,578 semantic_segmentation INFO: Iters: 24340/150000 || Lr: 0.017054 || Task Loss: 0.1865 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:14:18 || Estimated Time: 2 days, 10:01:10
2023-08-04 23:24:49,394 semantic_segmentation INFO: Iters: 24350/150000 || Lr: 0.017053 || Task Loss: 0.4200 || KD Loss: 0.1269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:14:33 || Estimated Time: 2 days, 10:00:49
2023-08-04 23:25:05,207 semantic_segmentation INFO: Iters: 24360/150000 || Lr: 0.017052 || Task Loss: 0.2321 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:14:49 || Estimated Time: 2 days, 10:00:28
2023-08-04 23:25:21,004 semantic_segmentation INFO: Iters: 24370/150000 || Lr: 0.017050 || Task Loss: 0.3644 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:15:05 || Estimated Time: 2 days, 10:00:07
2023-08-04 23:25:36,807 semantic_segmentation INFO: Iters: 24380/150000 || Lr: 0.017049 || Task Loss: 0.2405 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:15:21 || Estimated Time: 2 days, 9:59:46
2023-08-04 23:25:52,601 semantic_segmentation INFO: Iters: 24390/150000 || Lr: 0.017048 || Task Loss: 0.1925 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:15:37 || Estimated Time: 2 days, 9:59:26
2023-08-04 23:26:08,391 semantic_segmentation INFO: Iters: 24400/150000 || Lr: 0.017047 || Task Loss: 0.2508 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:59:05
2023-08-04 23:26:24,191 semantic_segmentation INFO: Iters: 24410/150000 || Lr: 0.017046 || Task Loss: 0.4493 || KD Loss: 0.2925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:16:08 || Estimated Time: 2 days, 9:58:44
2023-08-04 23:26:39,979 semantic_segmentation INFO: Iters: 24420/150000 || Lr: 0.017044 || Task Loss: 0.2798 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:16:24 || Estimated Time: 2 days, 9:58:23
2023-08-04 23:26:55,782 semantic_segmentation INFO: Iters: 24430/150000 || Lr: 0.017043 || Task Loss: 0.3145 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:16:40 || Estimated Time: 2 days, 9:58:02
2023-08-04 23:27:11,603 semantic_segmentation INFO: Iters: 24440/150000 || Lr: 0.017042 || Task Loss: 0.6406 || KD Loss: 0.2866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:16:56 || Estimated Time: 2 days, 9:57:41
2023-08-04 23:27:27,426 semantic_segmentation INFO: Iters: 24450/150000 || Lr: 0.017041 || Task Loss: 0.6874 || KD Loss: 0.3415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:17:11 || Estimated Time: 2 days, 9:57:21
2023-08-04 23:27:43,261 semantic_segmentation INFO: Iters: 24460/150000 || Lr: 0.017039 || Task Loss: 0.3049 || KD Loss: 0.1580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:17:27 || Estimated Time: 2 days, 9:57:00
2023-08-04 23:27:59,109 semantic_segmentation INFO: Iters: 24470/150000 || Lr: 0.017038 || Task Loss: 0.2584 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:17:43 || Estimated Time: 2 days, 9:56:39
2023-08-04 23:28:14,983 semantic_segmentation INFO: Iters: 24480/150000 || Lr: 0.017037 || Task Loss: 0.3299 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:17:59 || Estimated Time: 2 days, 9:56:19
2023-08-04 23:28:30,864 semantic_segmentation INFO: Iters: 24490/150000 || Lr: 0.017036 || Task Loss: 0.3449 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:18:15 || Estimated Time: 2 days, 9:55:59
2023-08-04 23:28:46,726 semantic_segmentation INFO: Iters: 24500/150000 || Lr: 0.017035 || Task Loss: 0.3077 || KD Loss: 0.1199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:18:31 || Estimated Time: 2 days, 9:55:38
2023-08-04 23:29:02,555 semantic_segmentation INFO: Iters: 24510/150000 || Lr: 0.017033 || Task Loss: 0.3820 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:18:47 || Estimated Time: 2 days, 9:55:17
2023-08-04 23:29:18,381 semantic_segmentation INFO: Iters: 24520/150000 || Lr: 0.017032 || Task Loss: 0.3430 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:02 || Estimated Time: 2 days, 9:54:57
2023-08-04 23:29:34,237 semantic_segmentation INFO: Iters: 24530/150000 || Lr: 0.017031 || Task Loss: 0.6130 || KD Loss: 0.2568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:18 || Estimated Time: 2 days, 9:54:36
2023-08-04 23:29:50,067 semantic_segmentation INFO: Iters: 24540/150000 || Lr: 0.017030 || Task Loss: 0.2265 || KD Loss: 0.1348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:34 || Estimated Time: 2 days, 9:54:16
2023-08-04 23:30:05,912 semantic_segmentation INFO: Iters: 24550/150000 || Lr: 0.017028 || Task Loss: 0.4955 || KD Loss: 0.1579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:50 || Estimated Time: 2 days, 9:53:55
2023-08-04 23:30:21,770 semantic_segmentation INFO: Iters: 24560/150000 || Lr: 0.017027 || Task Loss: 0.3593 || KD Loss: 0.1858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:53:35
2023-08-04 23:30:37,602 semantic_segmentation INFO: Iters: 24570/150000 || Lr: 0.017026 || Task Loss: 0.3257 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:53:14
2023-08-04 23:30:53,411 semantic_segmentation INFO: Iters: 24580/150000 || Lr: 0.017025 || Task Loss: 0.4569 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:20:37 || Estimated Time: 2 days, 9:52:53
2023-08-04 23:31:09,221 semantic_segmentation INFO: Iters: 24590/150000 || Lr: 0.017024 || Task Loss: 0.2707 || KD Loss: 0.1134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:20:53 || Estimated Time: 2 days, 9:52:33
2023-08-04 23:31:25,054 semantic_segmentation INFO: Iters: 24600/150000 || Lr: 0.017022 || Task Loss: 0.2899 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:21:09 || Estimated Time: 2 days, 9:52:12
2023-08-04 23:31:40,868 semantic_segmentation INFO: Iters: 24610/150000 || Lr: 0.017021 || Task Loss: 0.3223 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:21:25 || Estimated Time: 2 days, 9:51:51
2023-08-04 23:31:56,675 semantic_segmentation INFO: Iters: 24620/150000 || Lr: 0.017020 || Task Loss: 0.2820 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:21:41 || Estimated Time: 2 days, 9:51:31
2023-08-04 23:32:12,472 semantic_segmentation INFO: Iters: 24630/150000 || Lr: 0.017019 || Task Loss: 0.2343 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:21:57 || Estimated Time: 2 days, 9:51:10
2023-08-04 23:32:28,280 semantic_segmentation INFO: Iters: 24640/150000 || Lr: 0.017017 || Task Loss: 0.4828 || KD Loss: 0.2085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:22:12 || Estimated Time: 2 days, 9:50:49
2023-08-04 23:32:44,084 semantic_segmentation INFO: Iters: 24650/150000 || Lr: 0.017016 || Task Loss: 0.2486 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:22:28 || Estimated Time: 2 days, 9:50:28
2023-08-04 23:32:59,908 semantic_segmentation INFO: Iters: 24660/150000 || Lr: 0.017015 || Task Loss: 0.2604 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:22:44 || Estimated Time: 2 days, 9:50:08
2023-08-04 23:33:15,725 semantic_segmentation INFO: Iters: 24670/150000 || Lr: 0.017014 || Task Loss: 0.2146 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:00 || Estimated Time: 2 days, 9:49:47
2023-08-04 23:33:31,536 semantic_segmentation INFO: Iters: 24680/150000 || Lr: 0.017013 || Task Loss: 0.4419 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:16 || Estimated Time: 2 days, 9:49:26
2023-08-04 23:33:47,324 semantic_segmentation INFO: Iters: 24690/150000 || Lr: 0.017011 || Task Loss: 0.3199 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:31 || Estimated Time: 2 days, 9:49:06
2023-08-04 23:34:03,135 semantic_segmentation INFO: Iters: 24700/150000 || Lr: 0.017010 || Task Loss: 0.3487 || KD Loss: 0.1878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:47 || Estimated Time: 2 days, 9:48:45
2023-08-04 23:34:18,940 semantic_segmentation INFO: Iters: 24710/150000 || Lr: 0.017009 || Task Loss: 0.3474 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:03 || Estimated Time: 2 days, 9:48:24
2023-08-04 23:34:34,738 semantic_segmentation INFO: Iters: 24720/150000 || Lr: 0.017008 || Task Loss: 0.3407 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:19 || Estimated Time: 2 days, 9:48:04
2023-08-04 23:34:50,519 semantic_segmentation INFO: Iters: 24730/150000 || Lr: 0.017006 || Task Loss: 0.3700 || KD Loss: 0.1730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:35 || Estimated Time: 2 days, 9:47:43
2023-08-04 23:35:06,306 semantic_segmentation INFO: Iters: 24740/150000 || Lr: 0.017005 || Task Loss: 0.1946 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:50 || Estimated Time: 2 days, 9:47:22
2023-08-04 23:35:22,104 semantic_segmentation INFO: Iters: 24750/150000 || Lr: 0.017004 || Task Loss: 0.3383 || KD Loss: 0.2015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:47:01
2023-08-04 23:35:37,897 semantic_segmentation INFO: Iters: 24760/150000 || Lr: 0.017003 || Task Loss: 0.2150 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:46:41
2023-08-04 23:35:53,733 semantic_segmentation INFO: Iters: 24770/150000 || Lr: 0.017002 || Task Loss: 0.3466 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:25:38 || Estimated Time: 2 days, 9:46:20
2023-08-04 23:36:09,556 semantic_segmentation INFO: Iters: 24780/150000 || Lr: 0.017000 || Task Loss: 0.3110 || KD Loss: 0.1685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:25:54 || Estimated Time: 2 days, 9:45:59
2023-08-04 23:36:25,378 semantic_segmentation INFO: Iters: 24790/150000 || Lr: 0.016999 || Task Loss: 0.3501 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:26:09 || Estimated Time: 2 days, 9:45:39
2023-08-04 23:36:41,227 semantic_segmentation INFO: Iters: 24800/150000 || Lr: 0.016998 || Task Loss: 0.2581 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:26:25 || Estimated Time: 2 days, 9:45:18
2023-08-04 23:36:41,308 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 23:36:42,093 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.401
2023-08-04 23:36:42,217 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.479
2023-08-04 23:36:42,339 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.492
2023-08-04 23:36:42,455 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.508
2023-08-04 23:36:42,577 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.499
2023-08-04 23:36:42,694 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.503
2023-08-04 23:36:42,816 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.507
2023-08-04 23:36:42,932 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.548
2023-08-04 23:36:43,053 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.585
2023-08-04 23:36:43,170 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.594
2023-08-04 23:36:43,290 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.606
2023-08-04 23:36:43,407 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.631
2023-08-04 23:36:43,528 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.635
2023-08-04 23:36:43,645 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.626
2023-08-04 23:36:43,766 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.629
2023-08-04 23:36:43,882 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.623
2023-08-04 23:36:44,002 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.627
2023-08-04 23:36:44,119 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.631
2023-08-04 23:36:44,240 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.635
2023-08-04 23:36:44,356 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.642
2023-08-04 23:36:44,478 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.644
2023-08-04 23:36:44,595 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-04 23:36:44,716 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.657
2023-08-04 23:36:44,834 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-04 23:36:44,954 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.677
2023-08-04 23:36:45,070 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-04 23:36:45,193 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-04 23:36:45,311 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-04 23:36:45,431 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-04 23:36:45,547 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.671
2023-08-04 23:36:45,668 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-04 23:36:45,785 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-04 23:36:45,906 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-04 23:36:46,022 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-04 23:36:46,143 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-04 23:36:46,260 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-04 23:36:46,380 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.664
2023-08-04 23:36:46,498 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-04 23:36:46,619 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.660
2023-08-04 23:36:46,736 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.660
2023-08-04 23:36:46,857 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-04 23:36:46,974 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-04 23:36:47,095 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-04 23:36:47,212 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.664
2023-08-04 23:36:47,333 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-04 23:36:47,452 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.663
2023-08-04 23:36:47,575 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.663
2023-08-04 23:36:47,693 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.663
2023-08-04 23:36:47,813 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-04 23:36:47,930 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-04 23:36:48,051 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-04 23:36:48,170 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-04 23:36:48,289 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.674
2023-08-04 23:36:48,406 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.675
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2023-08-04 23:36:48,644 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.679
2023-08-04 23:36:48,764 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.680
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2023-08-04 23:36:49,002 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.688
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2023-08-04 23:36:49,239 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.690
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2023-08-04 23:36:49,833 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.697
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2023-08-04 23:36:50,548 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.689
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2023-08-04 23:36:51,023 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.684
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2023-08-04 23:36:51,972 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.937, mIoU: 0.684
2023-08-04 23:36:52,093 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.680
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2023-08-04 23:36:52,923 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.935, mIoU: 0.695
2023-08-04 23:36:53,044 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.935, mIoU: 0.695
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2023-08-04 23:37:00,060 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.687
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2023-08-04 23:37:35,053 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-04 23:37:35,174 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-04 23:37:35,291 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-04 23:37:35,412 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-04 23:37:35,529 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-04 23:37:35,650 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-04 23:37:35,768 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-04 23:37:35,889 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-04 23:37:36,004 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-04 23:37:36,127 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-04 23:37:36,246 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:36,367 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:36,484 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:36,606 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:36,722 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:36,842 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:36,959 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:37,081 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:37,198 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:37,319 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:37,437 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:37,558 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:37,675 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:37,796 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:37,913 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:38,034 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:38,150 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:38,272 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:38,389 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:38,508 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:38,625 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:38,747 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:38,865 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:38,986 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:39,103 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:39,224 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:39,341 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:39,462 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:39,579 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:39,700 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:39,817 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-04 23:37:39,938 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:40,055 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-04 23:37:40,177 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-04 23:37:40,294 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-04 23:37:40,415 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-04 23:37:40,532 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-04 23:37:40,654 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-04 23:37:40,771 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-04 23:37:40,892 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-04 23:37:41,009 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-04 23:37:41,130 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-04 23:37:41,248 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-04 23:37:41,371 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-04 23:37:41,486 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-04 23:37:57,662 semantic_segmentation INFO: Iters: 24810/150000 || Lr: 0.016997 || Task Loss: 0.2204 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:42 || Estimated Time: 2 days, 9:50:04
2023-08-04 23:38:13,515 semantic_segmentation INFO: Iters: 24820/150000 || Lr: 0.016995 || Task Loss: 0.2766 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:58 || Estimated Time: 2 days, 9:49:43
2023-08-04 23:38:29,388 semantic_segmentation INFO: Iters: 24830/150000 || Lr: 0.016994 || Task Loss: 0.4425 || KD Loss: 0.1764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:28:13 || Estimated Time: 2 days, 9:49:23
2023-08-04 23:38:45,276 semantic_segmentation INFO: Iters: 24840/150000 || Lr: 0.016993 || Task Loss: 0.1814 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:28:29 || Estimated Time: 2 days, 9:49:02
2023-08-04 23:39:01,152 semantic_segmentation INFO: Iters: 24850/150000 || Lr: 0.016992 || Task Loss: 0.4081 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:28:45 || Estimated Time: 2 days, 9:48:42
2023-08-04 23:39:17,010 semantic_segmentation INFO: Iters: 24860/150000 || Lr: 0.016991 || Task Loss: 0.5018 || KD Loss: 0.2245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:29:01 || Estimated Time: 2 days, 9:48:21
2023-08-04 23:39:32,865 semantic_segmentation INFO: Iters: 24870/150000 || Lr: 0.016989 || Task Loss: 0.4852 || KD Loss: 0.2108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:29:17 || Estimated Time: 2 days, 9:48:01
2023-08-04 23:39:48,695 semantic_segmentation INFO: Iters: 24880/150000 || Lr: 0.016988 || Task Loss: 0.3440 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:29:33 || Estimated Time: 2 days, 9:47:40
2023-08-04 23:40:04,509 semantic_segmentation INFO: Iters: 24890/150000 || Lr: 0.016987 || Task Loss: 0.2986 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:47:20
2023-08-04 23:40:20,336 semantic_segmentation INFO: Iters: 24900/150000 || Lr: 0.016986 || Task Loss: 0.2708 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:04 || Estimated Time: 2 days, 9:46:59
2023-08-04 23:40:36,143 semantic_segmentation INFO: Iters: 24910/150000 || Lr: 0.016984 || Task Loss: 0.2894 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:20 || Estimated Time: 2 days, 9:46:38
2023-08-04 23:40:51,958 semantic_segmentation INFO: Iters: 24920/150000 || Lr: 0.016983 || Task Loss: 0.4266 || KD Loss: 0.2309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:36 || Estimated Time: 2 days, 9:46:17
2023-08-04 23:41:07,784 semantic_segmentation INFO: Iters: 24930/150000 || Lr: 0.016982 || Task Loss: 0.2519 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:52 || Estimated Time: 2 days, 9:45:57
2023-08-04 23:41:23,587 semantic_segmentation INFO: Iters: 24940/150000 || Lr: 0.016981 || Task Loss: 0.2079 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:31:08 || Estimated Time: 2 days, 9:45:36
2023-08-04 23:41:39,420 semantic_segmentation INFO: Iters: 24950/150000 || Lr: 0.016980 || Task Loss: 0.2191 || KD Loss: 0.1339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:31:23 || Estimated Time: 2 days, 9:45:15
2023-08-04 23:41:55,236 semantic_segmentation INFO: Iters: 24960/150000 || Lr: 0.016978 || Task Loss: 0.4383 || KD Loss: 0.1789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:31:39 || Estimated Time: 2 days, 9:44:55
2023-08-04 23:42:11,055 semantic_segmentation INFO: Iters: 24970/150000 || Lr: 0.016977 || Task Loss: 0.2557 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:31:55 || Estimated Time: 2 days, 9:44:34
2023-08-04 23:42:26,887 semantic_segmentation INFO: Iters: 24980/150000 || Lr: 0.016976 || Task Loss: 0.3834 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:32:11 || Estimated Time: 2 days, 9:44:13
2023-08-04 23:42:42,721 semantic_segmentation INFO: Iters: 24990/150000 || Lr: 0.016975 || Task Loss: 0.3195 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:32:27 || Estimated Time: 2 days, 9:43:53
2023-08-04 23:42:58,565 semantic_segmentation INFO: Iters: 25000/150000 || Lr: 0.016973 || Task Loss: 0.2974 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:32:43 || Estimated Time: 2 days, 9:43:32
2023-08-04 23:43:14,390 semantic_segmentation INFO: Iters: 25010/150000 || Lr: 0.016972 || Task Loss: 0.2132 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:32:58 || Estimated Time: 2 days, 9:43:12
2023-08-04 23:43:30,222 semantic_segmentation INFO: Iters: 25020/150000 || Lr: 0.016971 || Task Loss: 0.2768 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:33:14 || Estimated Time: 2 days, 9:42:51
2023-08-04 23:43:46,058 semantic_segmentation INFO: Iters: 25030/150000 || Lr: 0.016970 || Task Loss: 0.2337 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:42:31
2023-08-04 23:44:01,924 semantic_segmentation INFO: Iters: 25040/150000 || Lr: 0.016969 || Task Loss: 0.4155 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:33:46 || Estimated Time: 2 days, 9:42:10
2023-08-04 23:44:17,798 semantic_segmentation INFO: Iters: 25050/150000 || Lr: 0.016967 || Task Loss: 0.2125 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:02 || Estimated Time: 2 days, 9:41:50
2023-08-04 23:44:33,670 semantic_segmentation INFO: Iters: 25060/150000 || Lr: 0.016966 || Task Loss: 0.2384 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:18 || Estimated Time: 2 days, 9:41:29
2023-08-04 23:44:49,521 semantic_segmentation INFO: Iters: 25070/150000 || Lr: 0.016965 || Task Loss: 0.3349 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:34 || Estimated Time: 2 days, 9:41:09
2023-08-04 23:45:05,376 semantic_segmentation INFO: Iters: 25080/150000 || Lr: 0.016964 || Task Loss: 0.2839 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:49 || Estimated Time: 2 days, 9:40:49
2023-08-04 23:45:21,236 semantic_segmentation INFO: Iters: 25090/150000 || Lr: 0.016962 || Task Loss: 0.5505 || KD Loss: 0.2104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:35:05 || Estimated Time: 2 days, 9:40:28
2023-08-04 23:45:37,096 semantic_segmentation INFO: Iters: 25100/150000 || Lr: 0.016961 || Task Loss: 0.2861 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:35:21 || Estimated Time: 2 days, 9:40:08
2023-08-04 23:45:52,940 semantic_segmentation INFO: Iters: 25110/150000 || Lr: 0.016960 || Task Loss: 0.2061 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:35:37 || Estimated Time: 2 days, 9:39:47
2023-08-04 23:46:08,795 semantic_segmentation INFO: Iters: 25120/150000 || Lr: 0.016959 || Task Loss: 0.2382 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:35:53 || Estimated Time: 2 days, 9:39:27
2023-08-04 23:46:24,647 semantic_segmentation INFO: Iters: 25130/150000 || Lr: 0.016958 || Task Loss: 0.3195 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:36:09 || Estimated Time: 2 days, 9:39:06
2023-08-04 23:46:40,489 semantic_segmentation INFO: Iters: 25140/150000 || Lr: 0.016956 || Task Loss: 0.2732 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:36:25 || Estimated Time: 2 days, 9:38:46
2023-08-04 23:46:56,322 semantic_segmentation INFO: Iters: 25150/150000 || Lr: 0.016955 || Task Loss: 0.2641 || KD Loss: 0.2249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:36:40 || Estimated Time: 2 days, 9:38:25
2023-08-04 23:47:12,162 semantic_segmentation INFO: Iters: 25160/150000 || Lr: 0.016954 || Task Loss: 0.2209 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:36:56 || Estimated Time: 2 days, 9:38:05
2023-08-04 23:47:27,991 semantic_segmentation INFO: Iters: 25170/150000 || Lr: 0.016953 || Task Loss: 0.3923 || KD Loss: 0.1248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:37:12 || Estimated Time: 2 days, 9:37:44
2023-08-04 23:47:43,820 semantic_segmentation INFO: Iters: 25180/150000 || Lr: 0.016951 || Task Loss: 0.2893 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:37:28 || Estimated Time: 2 days, 9:37:24
2023-08-04 23:47:59,618 semantic_segmentation INFO: Iters: 25190/150000 || Lr: 0.016950 || Task Loss: 0.3026 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:37:44 || Estimated Time: 2 days, 9:37:03
2023-08-04 23:48:15,412 semantic_segmentation INFO: Iters: 25200/150000 || Lr: 0.016949 || Task Loss: 0.2407 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:37:59 || Estimated Time: 2 days, 9:36:42
2023-08-04 23:48:31,223 semantic_segmentation INFO: Iters: 25210/150000 || Lr: 0.016948 || Task Loss: 0.5194 || KD Loss: 0.1848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:38:15 || Estimated Time: 2 days, 9:36:22
2023-08-04 23:48:47,050 semantic_segmentation INFO: Iters: 25220/150000 || Lr: 0.016947 || Task Loss: 0.3258 || KD Loss: 0.1260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:36:01
2023-08-04 23:49:02,888 semantic_segmentation INFO: Iters: 25230/150000 || Lr: 0.016945 || Task Loss: 0.2540 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:35:41
2023-08-04 23:49:18,691 semantic_segmentation INFO: Iters: 25240/150000 || Lr: 0.016944 || Task Loss: 0.3401 || KD Loss: 0.1339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:03 || Estimated Time: 2 days, 9:35:20
2023-08-04 23:49:34,482 semantic_segmentation INFO: Iters: 25250/150000 || Lr: 0.016943 || Task Loss: 0.4488 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:19 || Estimated Time: 2 days, 9:34:59
2023-08-04 23:49:50,293 semantic_segmentation INFO: Iters: 25260/150000 || Lr: 0.016942 || Task Loss: 0.2346 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:34 || Estimated Time: 2 days, 9:34:39
2023-08-04 23:50:06,096 semantic_segmentation INFO: Iters: 25270/150000 || Lr: 0.016940 || Task Loss: 0.3555 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:50 || Estimated Time: 2 days, 9:34:18
2023-08-04 23:50:21,899 semantic_segmentation INFO: Iters: 25280/150000 || Lr: 0.016939 || Task Loss: 0.3865 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:40:06 || Estimated Time: 2 days, 9:33:57
2023-08-04 23:50:37,734 semantic_segmentation INFO: Iters: 25290/150000 || Lr: 0.016938 || Task Loss: 0.3420 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:40:22 || Estimated Time: 2 days, 9:33:37
2023-08-04 23:50:53,575 semantic_segmentation INFO: Iters: 25300/150000 || Lr: 0.016937 || Task Loss: 0.3152 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:40:38 || Estimated Time: 2 days, 9:33:17
2023-08-04 23:51:09,421 semantic_segmentation INFO: Iters: 25310/150000 || Lr: 0.016936 || Task Loss: 0.4604 || KD Loss: 0.2053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:40:53 || Estimated Time: 2 days, 9:32:56
2023-08-04 23:51:25,270 semantic_segmentation INFO: Iters: 25320/150000 || Lr: 0.016934 || Task Loss: 0.2785 || KD Loss: 0.2211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:09 || Estimated Time: 2 days, 9:32:36
2023-08-04 23:51:41,143 semantic_segmentation INFO: Iters: 25330/150000 || Lr: 0.016933 || Task Loss: 0.2080 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:25 || Estimated Time: 2 days, 9:32:16
2023-08-04 23:51:56,998 semantic_segmentation INFO: Iters: 25340/150000 || Lr: 0.016932 || Task Loss: 0.3157 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:41 || Estimated Time: 2 days, 9:31:55
2023-08-04 23:52:12,862 semantic_segmentation INFO: Iters: 25350/150000 || Lr: 0.016931 || Task Loss: 0.3575 || KD Loss: 0.1310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:57 || Estimated Time: 2 days, 9:31:35
2023-08-04 23:52:28,729 semantic_segmentation INFO: Iters: 25360/150000 || Lr: 0.016929 || Task Loss: 0.2853 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:42:13 || Estimated Time: 2 days, 9:31:15
2023-08-04 23:52:44,580 semantic_segmentation INFO: Iters: 25370/150000 || Lr: 0.016928 || Task Loss: 0.4772 || KD Loss: 0.2522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:30:54
2023-08-04 23:53:00,409 semantic_segmentation INFO: Iters: 25380/150000 || Lr: 0.016927 || Task Loss: 0.2306 || KD Loss: 0.2007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:42:44 || Estimated Time: 2 days, 9:30:34
2023-08-04 23:53:16,242 semantic_segmentation INFO: Iters: 25390/150000 || Lr: 0.016926 || Task Loss: 0.4086 || KD Loss: 0.1707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:00 || Estimated Time: 2 days, 9:30:13
2023-08-04 23:53:32,085 semantic_segmentation INFO: Iters: 25400/150000 || Lr: 0.016925 || Task Loss: 0.2507 || KD Loss: 0.1614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:16 || Estimated Time: 2 days, 9:29:53
2023-08-04 23:53:47,929 semantic_segmentation INFO: Iters: 25410/150000 || Lr: 0.016923 || Task Loss: 0.2866 || KD Loss: 0.1199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:32 || Estimated Time: 2 days, 9:29:33
2023-08-04 23:54:03,732 semantic_segmentation INFO: Iters: 25420/150000 || Lr: 0.016922 || Task Loss: 0.4300 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:48 || Estimated Time: 2 days, 9:29:12
2023-08-04 23:54:19,568 semantic_segmentation INFO: Iters: 25430/150000 || Lr: 0.016921 || Task Loss: 0.2867 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:44:04 || Estimated Time: 2 days, 9:28:52
2023-08-04 23:54:35,416 semantic_segmentation INFO: Iters: 25440/150000 || Lr: 0.016920 || Task Loss: 0.3376 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:44:19 || Estimated Time: 2 days, 9:28:31
2023-08-04 23:54:51,239 semantic_segmentation INFO: Iters: 25450/150000 || Lr: 0.016918 || Task Loss: 0.3202 || KD Loss: 0.1414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:44:35 || Estimated Time: 2 days, 9:28:11
2023-08-04 23:55:07,065 semantic_segmentation INFO: Iters: 25460/150000 || Lr: 0.016917 || Task Loss: 0.2934 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:44:51 || Estimated Time: 2 days, 9:27:50
2023-08-04 23:55:22,882 semantic_segmentation INFO: Iters: 25470/150000 || Lr: 0.016916 || Task Loss: 0.2924 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:45:07 || Estimated Time: 2 days, 9:27:30
2023-08-04 23:55:38,697 semantic_segmentation INFO: Iters: 25480/150000 || Lr: 0.016915 || Task Loss: 0.5363 || KD Loss: 0.2321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:45:23 || Estimated Time: 2 days, 9:27:09
2023-08-04 23:55:54,519 semantic_segmentation INFO: Iters: 25490/150000 || Lr: 0.016914 || Task Loss: 0.2826 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:45:39 || Estimated Time: 2 days, 9:26:49
2023-08-04 23:56:10,340 semantic_segmentation INFO: Iters: 25500/150000 || Lr: 0.016912 || Task Loss: 0.5570 || KD Loss: 0.2146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:45:54 || Estimated Time: 2 days, 9:26:28
2023-08-04 23:56:26,157 semantic_segmentation INFO: Iters: 25510/150000 || Lr: 0.016911 || Task Loss: 0.2947 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:10 || Estimated Time: 2 days, 9:26:08
2023-08-04 23:56:41,961 semantic_segmentation INFO: Iters: 25520/150000 || Lr: 0.016910 || Task Loss: 0.1799 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:26 || Estimated Time: 2 days, 9:25:47
2023-08-04 23:56:57,773 semantic_segmentation INFO: Iters: 25530/150000 || Lr: 0.016909 || Task Loss: 0.2881 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:42 || Estimated Time: 2 days, 9:25:27
2023-08-04 23:57:13,583 semantic_segmentation INFO: Iters: 25540/150000 || Lr: 0.016907 || Task Loss: 0.3054 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:58 || Estimated Time: 2 days, 9:25:06
2023-08-04 23:57:29,395 semantic_segmentation INFO: Iters: 25550/150000 || Lr: 0.016906 || Task Loss: 0.2517 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:47:13 || Estimated Time: 2 days, 9:24:46
2023-08-04 23:57:45,214 semantic_segmentation INFO: Iters: 25560/150000 || Lr: 0.016905 || Task Loss: 0.8119 || KD Loss: 0.3744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:47:29 || Estimated Time: 2 days, 9:24:25
2023-08-04 23:58:01,041 semantic_segmentation INFO: Iters: 25570/150000 || Lr: 0.016904 || Task Loss: 0.2895 || KD Loss: 0.1302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:47:45 || Estimated Time: 2 days, 9:24:05
2023-08-04 23:58:16,890 semantic_segmentation INFO: Iters: 25580/150000 || Lr: 0.016903 || Task Loss: 0.3010 || KD Loss: 0.1602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:48:01 || Estimated Time: 2 days, 9:23:45
2023-08-04 23:58:32,742 semantic_segmentation INFO: Iters: 25590/150000 || Lr: 0.016901 || Task Loss: 0.2470 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:48:17 || Estimated Time: 2 days, 9:23:24
2023-08-04 23:58:48,583 semantic_segmentation INFO: Iters: 25600/150000 || Lr: 0.016900 || Task Loss: 0.2584 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:48:33 || Estimated Time: 2 days, 9:23:04
2023-08-04 23:58:48,663 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-04 23:58:49,420 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.956, mIoU: 0.383
2023-08-04 23:58:49,543 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.477
2023-08-04 23:58:49,665 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.492
2023-08-04 23:58:49,783 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.519
2023-08-04 23:58:49,903 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.506
2023-08-04 23:58:50,020 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.508
2023-08-04 23:58:50,141 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.549
2023-08-04 23:58:50,259 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.569
2023-08-04 23:58:50,380 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.567
2023-08-04 23:58:50,497 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.595
2023-08-04 23:58:50,618 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.599
2023-08-04 23:58:50,735 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.621
2023-08-04 23:58:50,855 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.618
2023-08-04 23:58:50,972 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.606
2023-08-04 23:58:51,093 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.611
2023-08-04 23:58:51,210 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.604
2023-08-04 23:58:51,330 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.598
2023-08-04 23:58:51,447 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.602
2023-08-04 23:58:51,568 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.607
2023-08-04 23:58:51,686 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.613
2023-08-04 23:58:51,808 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.614
2023-08-04 23:58:51,925 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.633
2023-08-04 23:58:52,047 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.633
2023-08-04 23:58:52,165 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.639
2023-08-04 23:58:52,286 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.652
2023-08-04 23:58:52,402 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.655
2023-08-04 23:58:52,523 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.650
2023-08-04 23:58:52,641 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.646
2023-08-04 23:58:52,763 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.649
2023-08-04 23:58:52,879 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.646
2023-08-04 23:58:52,999 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.646
2023-08-04 23:58:53,116 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.642
2023-08-04 23:58:53,238 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.644
2023-08-04 23:58:53,354 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-04 23:58:53,475 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.646
2023-08-04 23:58:53,591 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.645
2023-08-04 23:58:53,712 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.642
2023-08-04 23:58:53,829 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-04 23:58:53,948 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.632
2023-08-04 23:58:54,064 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.632
2023-08-04 23:58:54,187 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.632
2023-08-04 23:58:54,305 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.631
2023-08-04 23:58:54,425 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.632
2023-08-04 23:58:54,543 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.634
2023-08-04 23:58:54,663 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.632
2023-08-04 23:58:54,783 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.632
2023-08-04 23:58:54,903 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.632
2023-08-04 23:58:55,020 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.631
2023-08-04 23:58:55,141 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.635
2023-08-04 23:58:55,259 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.637
2023-08-04 23:58:55,380 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.637
2023-08-04 23:58:55,497 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.642
2023-08-04 23:58:55,618 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-04 23:58:55,735 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.645
2023-08-04 23:58:55,856 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.644
2023-08-04 23:58:55,973 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.643
2023-08-04 23:58:56,094 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.644
2023-08-04 23:58:56,211 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.649
2023-08-04 23:58:56,331 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.653
2023-08-04 23:58:56,448 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.651
2023-08-04 23:58:56,569 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.654
2023-08-04 23:58:56,686 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.656
2023-08-04 23:58:56,807 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.655
2023-08-04 23:58:56,924 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.660
2023-08-04 23:58:57,045 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-04 23:58:57,161 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-04 23:58:57,282 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-04 23:58:57,399 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-04 23:58:57,521 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-04 23:58:57,638 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-04 23:58:57,761 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-04 23:58:57,880 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-04 23:58:58,002 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-04 23:58:58,118 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.660
2023-08-04 23:58:58,240 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-04 23:58:58,356 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-04 23:58:58,476 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-04 23:58:58,592 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-04 23:58:58,713 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-04 23:58:58,833 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-04 23:58:58,954 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-04 23:58:59,070 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-04 23:58:59,191 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.662
2023-08-04 23:58:59,307 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-04 23:58:59,427 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-04 23:58:59,543 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-04 23:58:59,664 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-04 23:58:59,782 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-04 23:58:59,903 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-04 23:59:00,020 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.936, mIoU: 0.652
2023-08-04 23:59:00,142 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.936, mIoU: 0.653
2023-08-04 23:59:00,258 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.646
2023-08-04 23:59:00,379 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.646
2023-08-04 23:59:00,496 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.646
2023-08-04 23:59:00,617 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.646
2023-08-04 23:59:00,734 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.646
2023-08-04 23:59:00,855 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.645
2023-08-04 23:59:00,972 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.645
2023-08-04 23:59:01,092 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.644
2023-08-04 23:59:01,209 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.645
2023-08-04 23:59:01,329 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.644
2023-08-04 23:59:01,446 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.642
2023-08-04 23:59:01,566 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.642
2023-08-04 23:59:01,683 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.642
2023-08-04 23:59:01,804 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.642
2023-08-04 23:59:01,921 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.642
2023-08-04 23:59:02,042 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.642
2023-08-04 23:59:02,160 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.643
2023-08-04 23:59:02,282 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.643
2023-08-04 23:59:02,399 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.641
2023-08-04 23:59:02,520 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.641
2023-08-04 23:59:02,636 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.641
2023-08-04 23:59:02,757 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.641
2023-08-04 23:59:02,875 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.933, mIoU: 0.641
2023-08-04 23:59:02,997 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.640
2023-08-04 23:59:03,114 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.640
2023-08-04 23:59:03,235 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.638
2023-08-04 23:59:03,352 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.636
2023-08-04 23:59:03,472 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.638
2023-08-04 23:59:03,589 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.638
2023-08-04 23:59:03,709 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.638
2023-08-04 23:59:03,828 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.637
2023-08-04 23:59:03,948 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.637
2023-08-04 23:59:04,065 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.639
2023-08-04 23:59:04,186 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.638
2023-08-04 23:59:04,303 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.932, mIoU: 0.639
2023-08-04 23:59:04,423 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.640
2023-08-04 23:59:04,541 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.640
2023-08-04 23:59:04,662 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.932, mIoU: 0.640
2023-08-04 23:59:04,780 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.640
2023-08-04 23:59:04,901 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.933, mIoU: 0.639
2023-08-04 23:59:05,019 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.933, mIoU: 0.639
2023-08-04 23:59:05,139 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 23:59:05,257 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.934, mIoU: 0.638
2023-08-04 23:59:05,378 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 23:59:05,496 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 23:59:05,617 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 23:59:05,736 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.934, mIoU: 0.636
2023-08-04 23:59:05,855 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.636
2023-08-04 23:59:05,973 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.638
2023-08-04 23:59:06,093 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.934, mIoU: 0.638
2023-08-04 23:59:06,209 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.934, mIoU: 0.638
2023-08-04 23:59:06,330 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.934, mIoU: 0.637
2023-08-04 23:59:06,446 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.934, mIoU: 0.637
2023-08-04 23:59:06,566 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.934, mIoU: 0.637
2023-08-04 23:59:06,685 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 23:59:06,805 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 23:59:06,924 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 23:59:07,045 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 23:59:07,162 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.934, mIoU: 0.638
2023-08-04 23:59:07,284 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-04 23:59:07,403 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.934, mIoU: 0.640
2023-08-04 23:59:07,524 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.934, mIoU: 0.640
2023-08-04 23:59:07,640 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.934, mIoU: 0.640
2023-08-04 23:59:07,762 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.934, mIoU: 0.640
2023-08-04 23:59:07,880 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-04 23:59:08,001 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-04 23:59:08,120 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-04 23:59:08,242 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-04 23:59:08,359 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-04 23:59:08,479 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.935, mIoU: 0.640
2023-08-04 23:59:08,597 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.934, mIoU: 0.637
2023-08-04 23:59:08,717 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.934, mIoU: 0.636
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2023-08-04 23:59:32,047 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.935, mIoU: 0.619
2023-08-04 23:59:32,166 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.935, mIoU: 0.620
2023-08-04 23:59:32,291 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.935, mIoU: 0.619
2023-08-04 23:59:32,408 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.935, mIoU: 0.619
2023-08-04 23:59:32,529 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.935, mIoU: 0.620
2023-08-04 23:59:32,647 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.935, mIoU: 0.620
2023-08-04 23:59:32,770 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.936, mIoU: 0.620
2023-08-04 23:59:32,888 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.936, mIoU: 0.620
2023-08-04 23:59:33,009 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.936, mIoU: 0.619
2023-08-04 23:59:33,126 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.936, mIoU: 0.619
2023-08-04 23:59:33,247 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.936, mIoU: 0.620
2023-08-04 23:59:33,365 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.936, mIoU: 0.620
2023-08-04 23:59:33,486 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.936, mIoU: 0.620
2023-08-04 23:59:33,603 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.936, mIoU: 0.620
2023-08-04 23:59:33,724 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.936, mIoU: 0.620
2023-08-04 23:59:33,843 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 23:59:33,965 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 23:59:34,083 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 23:59:34,205 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 23:59:34,322 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 23:59:34,443 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 23:59:34,559 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 23:59:34,681 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.936, mIoU: 0.621
2023-08-04 23:59:34,800 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.936, mIoU: 0.622
2023-08-04 23:59:34,921 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.937, mIoU: 0.622
2023-08-04 23:59:35,043 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.937, mIoU: 0.622
2023-08-04 23:59:35,168 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.937, mIoU: 0.622
2023-08-04 23:59:35,286 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.937, mIoU: 0.623
2023-08-04 23:59:35,408 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.937, mIoU: 0.622
2023-08-04 23:59:35,525 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.937, mIoU: 0.622
2023-08-04 23:59:35,647 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.937, mIoU: 0.623
2023-08-04 23:59:35,765 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.937, mIoU: 0.623
2023-08-04 23:59:35,885 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 23:59:36,002 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 23:59:36,125 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 23:59:36,242 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 23:59:36,363 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 23:59:36,481 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 23:59:36,603 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-04 23:59:36,720 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.938, mIoU: 0.624
2023-08-04 23:59:36,842 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.938, mIoU: 0.624
2023-08-04 23:59:36,959 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.938, mIoU: 0.624
2023-08-04 23:59:37,081 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.938, mIoU: 0.624
2023-08-04 23:59:37,198 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.938, mIoU: 0.624
2023-08-04 23:59:37,321 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.938, mIoU: 0.624
2023-08-04 23:59:37,438 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.938, mIoU: 0.624
2023-08-04 23:59:37,560 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.938, mIoU: 0.625
2023-08-04 23:59:37,677 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.938, mIoU: 0.625
2023-08-04 23:59:37,800 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.938, mIoU: 0.625
2023-08-04 23:59:37,917 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.938, mIoU: 0.625
2023-08-04 23:59:38,038 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.938, mIoU: 0.625
2023-08-04 23:59:38,156 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.938, mIoU: 0.625
2023-08-04 23:59:38,278 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.938, mIoU: 0.625
2023-08-04 23:59:38,396 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.938, mIoU: 0.625
2023-08-04 23:59:38,517 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.939, mIoU: 0.625
2023-08-04 23:59:38,635 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.939, mIoU: 0.625
2023-08-04 23:59:38,756 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.939, mIoU: 0.625
2023-08-04 23:59:38,874 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.939, mIoU: 0.625
2023-08-04 23:59:38,998 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.939, mIoU: 0.625
2023-08-04 23:59:39,115 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:39,236 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:39,354 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:39,474 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:39,592 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:39,714 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:39,832 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:39,953 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:40,071 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:40,192 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:40,310 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:40,432 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.939, mIoU: 0.626
2023-08-04 23:59:40,549 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.940, mIoU: 0.626
2023-08-04 23:59:40,670 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.940, mIoU: 0.626
2023-08-04 23:59:40,788 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.940, mIoU: 0.626
2023-08-04 23:59:40,909 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.940, mIoU: 0.626
2023-08-04 23:59:41,026 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:41,147 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:41,264 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:41,384 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:41,502 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:41,623 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:41,742 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:41,865 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:41,982 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:42,104 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:42,221 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:42,343 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:42,462 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.940, mIoU: 0.627
2023-08-04 23:59:42,584 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.941, mIoU: 0.627
2023-08-04 23:59:42,703 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.941, mIoU: 0.627
2023-08-04 23:59:42,825 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.941, mIoU: 0.628
2023-08-04 23:59:42,942 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.941, mIoU: 0.628
2023-08-04 23:59:43,064 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.941, mIoU: 0.628
2023-08-04 23:59:43,181 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.941, mIoU: 0.628
2023-08-04 23:59:43,303 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.941, mIoU: 0.628
2023-08-04 23:59:43,419 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.941, mIoU: 0.628
2023-08-04 23:59:43,540 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:43,658 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:43,779 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:43,897 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:44,018 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-04 23:59:44,131 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:44,253 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:44,372 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:44,493 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:44,612 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-04 23:59:44,733 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-04 23:59:44,852 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-04 23:59:44,973 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-04 23:59:45,089 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-04 23:59:45,210 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-04 23:59:45,330 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-04 23:59:45,451 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:45,567 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:45,689 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:45,808 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:45,926 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:46,043 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-04 23:59:46,165 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.942, mIoU: 0.629
2023-08-04 23:59:46,284 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.942, mIoU: 0.629
2023-08-04 23:59:46,405 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.942, mIoU: 0.629
2023-08-04 23:59:46,522 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.942, mIoU: 0.630
2023-08-04 23:59:46,643 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.942, mIoU: 0.630
2023-08-04 23:59:46,761 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.942, mIoU: 0.629
2023-08-04 23:59:46,882 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.942, mIoU: 0.630
2023-08-04 23:59:47,000 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.630
2023-08-04 23:59:47,122 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.942, mIoU: 0.630
2023-08-04 23:59:47,239 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.942, mIoU: 0.630
2023-08-04 23:59:47,360 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:47,477 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:47,599 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:47,716 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:47,837 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:47,955 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:48,076 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:48,193 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:48,314 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:48,431 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:48,553 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:48,670 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:48,792 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-04 23:59:48,908 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-05 00:00:04,874 semantic_segmentation INFO: Iters: 25610/150000 || Lr: 0.016899 || Task Loss: 0.1396 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:49:49 || Estimated Time: 2 days, 9:27:37
2023-08-05 00:00:20,761 semantic_segmentation INFO: Iters: 25620/150000 || Lr: 0.016898 || Task Loss: 0.2287 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:50:05 || Estimated Time: 2 days, 9:27:17
2023-08-05 00:00:36,636 semantic_segmentation INFO: Iters: 25630/150000 || Lr: 0.016896 || Task Loss: 0.2052 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:50:21 || Estimated Time: 2 days, 9:26:57
2023-08-05 00:00:52,504 semantic_segmentation INFO: Iters: 25640/150000 || Lr: 0.016895 || Task Loss: 0.2395 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:50:37 || Estimated Time: 2 days, 9:26:37
2023-08-05 00:01:08,362 semantic_segmentation INFO: Iters: 25650/150000 || Lr: 0.016894 || Task Loss: 0.2909 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:50:52 || Estimated Time: 2 days, 9:26:16
2023-08-05 00:01:24,246 semantic_segmentation INFO: Iters: 25660/150000 || Lr: 0.016893 || Task Loss: 0.4341 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:51:08 || Estimated Time: 2 days, 9:25:56
2023-08-05 00:01:40,091 semantic_segmentation INFO: Iters: 25670/150000 || Lr: 0.016892 || Task Loss: 0.3339 || KD Loss: 0.1305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:51:24 || Estimated Time: 2 days, 9:25:36
2023-08-05 00:01:55,961 semantic_segmentation INFO: Iters: 25680/150000 || Lr: 0.016890 || Task Loss: 0.2420 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:51:40 || Estimated Time: 2 days, 9:25:15
2023-08-05 00:02:11,819 semantic_segmentation INFO: Iters: 25690/150000 || Lr: 0.016889 || Task Loss: 0.5265 || KD Loss: 0.2516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:51:56 || Estimated Time: 2 days, 9:24:55
2023-08-05 00:02:27,649 semantic_segmentation INFO: Iters: 25700/150000 || Lr: 0.016888 || Task Loss: 0.1873 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:12 || Estimated Time: 2 days, 9:24:34
2023-08-05 00:02:43,500 semantic_segmentation INFO: Iters: 25710/150000 || Lr: 0.016887 || Task Loss: 0.1929 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:28 || Estimated Time: 2 days, 9:24:14
2023-08-05 00:02:59,326 semantic_segmentation INFO: Iters: 25720/150000 || Lr: 0.016885 || Task Loss: 0.2999 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:43 || Estimated Time: 2 days, 9:23:54
2023-08-05 00:03:15,150 semantic_segmentation INFO: Iters: 25730/150000 || Lr: 0.016884 || Task Loss: 0.3090 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:59 || Estimated Time: 2 days, 9:23:33
2023-08-05 00:03:30,982 semantic_segmentation INFO: Iters: 25740/150000 || Lr: 0.016883 || Task Loss: 0.2423 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:15 || Estimated Time: 2 days, 9:23:13
2023-08-05 00:03:46,795 semantic_segmentation INFO: Iters: 25750/150000 || Lr: 0.016882 || Task Loss: 0.2396 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:31 || Estimated Time: 2 days, 9:22:52
2023-08-05 00:04:02,597 semantic_segmentation INFO: Iters: 25760/150000 || Lr: 0.016881 || Task Loss: 0.2262 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:47 || Estimated Time: 2 days, 9:22:31
2023-08-05 00:04:18,415 semantic_segmentation INFO: Iters: 25770/150000 || Lr: 0.016879 || Task Loss: 0.3075 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:54:02 || Estimated Time: 2 days, 9:22:11
2023-08-05 00:04:34,251 semantic_segmentation INFO: Iters: 25780/150000 || Lr: 0.016878 || Task Loss: 0.2273 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:54:18 || Estimated Time: 2 days, 9:21:50
2023-08-05 00:04:50,087 semantic_segmentation INFO: Iters: 25790/150000 || Lr: 0.016877 || Task Loss: 0.2486 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:54:34 || Estimated Time: 2 days, 9:21:30
2023-08-05 00:05:05,942 semantic_segmentation INFO: Iters: 25800/150000 || Lr: 0.016876 || Task Loss: 0.3025 || KD Loss: 0.1469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:54:50 || Estimated Time: 2 days, 9:21:10
2023-08-05 00:05:21,789 semantic_segmentation INFO: Iters: 25810/150000 || Lr: 0.016874 || Task Loss: 0.3020 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:06 || Estimated Time: 2 days, 9:20:49
2023-08-05 00:05:37,642 semantic_segmentation INFO: Iters: 25820/150000 || Lr: 0.016873 || Task Loss: 0.3327 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:22 || Estimated Time: 2 days, 9:20:29
2023-08-05 00:05:53,501 semantic_segmentation INFO: Iters: 25830/150000 || Lr: 0.016872 || Task Loss: 0.3401 || KD Loss: 0.1250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:38 || Estimated Time: 2 days, 9:20:09
2023-08-05 00:06:09,343 semantic_segmentation INFO: Iters: 25840/150000 || Lr: 0.016871 || Task Loss: 0.2145 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:53 || Estimated Time: 2 days, 9:19:48
2023-08-05 00:06:25,166 semantic_segmentation INFO: Iters: 25850/150000 || Lr: 0.016870 || Task Loss: 0.2432 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:56:09 || Estimated Time: 2 days, 9:19:28
2023-08-05 00:06:41,017 semantic_segmentation INFO: Iters: 25860/150000 || Lr: 0.016868 || Task Loss: 0.4399 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:56:25 || Estimated Time: 2 days, 9:19:08
2023-08-05 00:06:56,853 semantic_segmentation INFO: Iters: 25870/150000 || Lr: 0.016867 || Task Loss: 0.2978 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:56:41 || Estimated Time: 2 days, 9:18:47
2023-08-05 00:07:12,707 semantic_segmentation INFO: Iters: 25880/150000 || Lr: 0.016866 || Task Loss: 0.2153 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:56:57 || Estimated Time: 2 days, 9:18:27
2023-08-05 00:07:28,549 semantic_segmentation INFO: Iters: 25890/150000 || Lr: 0.016865 || Task Loss: 0.3133 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:57:13 || Estimated Time: 2 days, 9:18:06
2023-08-05 00:07:44,390 semantic_segmentation INFO: Iters: 25900/150000 || Lr: 0.016863 || Task Loss: 0.2017 || KD Loss: 0.1750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:57:28 || Estimated Time: 2 days, 9:17:46
2023-08-05 00:08:00,223 semantic_segmentation INFO: Iters: 25910/150000 || Lr: 0.016862 || Task Loss: 0.2703 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:57:44 || Estimated Time: 2 days, 9:17:26
2023-08-05 00:08:16,059 semantic_segmentation INFO: Iters: 25920/150000 || Lr: 0.016861 || Task Loss: 0.2352 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:00 || Estimated Time: 2 days, 9:17:05
2023-08-05 00:08:31,904 semantic_segmentation INFO: Iters: 25930/150000 || Lr: 0.016860 || Task Loss: 0.2938 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:16 || Estimated Time: 2 days, 9:16:45
2023-08-05 00:08:47,743 semantic_segmentation INFO: Iters: 25940/150000 || Lr: 0.016859 || Task Loss: 0.2227 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:32 || Estimated Time: 2 days, 9:16:25
2023-08-05 00:09:03,591 semantic_segmentation INFO: Iters: 25950/150000 || Lr: 0.016857 || Task Loss: 0.3112 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:48 || Estimated Time: 2 days, 9:16:04
2023-08-05 00:09:19,420 semantic_segmentation INFO: Iters: 25960/150000 || Lr: 0.016856 || Task Loss: 0.3144 || KD Loss: 0.1812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:59:03 || Estimated Time: 2 days, 9:15:44
2023-08-05 00:09:35,241 semantic_segmentation INFO: Iters: 25970/150000 || Lr: 0.016855 || Task Loss: 0.3569 || KD Loss: 0.1915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:59:19 || Estimated Time: 2 days, 9:15:24
2023-08-05 00:09:51,069 semantic_segmentation INFO: Iters: 25980/150000 || Lr: 0.016854 || Task Loss: 0.3868 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:59:35 || Estimated Time: 2 days, 9:15:03
2023-08-05 00:10:06,884 semantic_segmentation INFO: Iters: 25990/150000 || Lr: 0.016852 || Task Loss: 0.3339 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:59:51 || Estimated Time: 2 days, 9:14:43
2023-08-05 00:10:22,737 semantic_segmentation INFO: Iters: 26000/150000 || Lr: 0.016851 || Task Loss: 0.2322 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:00:07 || Estimated Time: 2 days, 9:14:22
2023-08-05 00:10:38,577 semantic_segmentation INFO: Iters: 26010/150000 || Lr: 0.016850 || Task Loss: 0.4254 || KD Loss: 0.1798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:00:23 || Estimated Time: 2 days, 9:14:02
2023-08-05 00:10:54,396 semantic_segmentation INFO: Iters: 26020/150000 || Lr: 0.016849 || Task Loss: 0.3784 || KD Loss: 0.1727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:00:38 || Estimated Time: 2 days, 9:13:42
2023-08-05 00:11:10,204 semantic_segmentation INFO: Iters: 26030/150000 || Lr: 0.016848 || Task Loss: 0.2795 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:00:54 || Estimated Time: 2 days, 9:13:21
2023-08-05 00:11:26,012 semantic_segmentation INFO: Iters: 26040/150000 || Lr: 0.016846 || Task Loss: 0.1850 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:10 || Estimated Time: 2 days, 9:13:01
2023-08-05 00:11:41,822 semantic_segmentation INFO: Iters: 26050/150000 || Lr: 0.016845 || Task Loss: 0.2311 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:26 || Estimated Time: 2 days, 9:12:40
2023-08-05 00:11:57,647 semantic_segmentation INFO: Iters: 26060/150000 || Lr: 0.016844 || Task Loss: 0.1980 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:42 || Estimated Time: 2 days, 9:12:20
2023-08-05 00:12:13,474 semantic_segmentation INFO: Iters: 26070/150000 || Lr: 0.016843 || Task Loss: 0.3199 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:58 || Estimated Time: 2 days, 9:12:00
2023-08-05 00:12:29,305 semantic_segmentation INFO: Iters: 26080/150000 || Lr: 0.016841 || Task Loss: 0.4636 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:02:13 || Estimated Time: 2 days, 9:11:39
2023-08-05 00:12:45,145 semantic_segmentation INFO: Iters: 26090/150000 || Lr: 0.016840 || Task Loss: 0.2296 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:02:29 || Estimated Time: 2 days, 9:11:19
2023-08-05 00:13:00,994 semantic_segmentation INFO: Iters: 26100/150000 || Lr: 0.016839 || Task Loss: 0.6140 || KD Loss: 0.4385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:02:45 || Estimated Time: 2 days, 9:10:59
2023-08-05 00:13:16,845 semantic_segmentation INFO: Iters: 26110/150000 || Lr: 0.016838 || Task Loss: 0.3316 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:01 || Estimated Time: 2 days, 9:10:38
2023-08-05 00:13:32,705 semantic_segmentation INFO: Iters: 26120/150000 || Lr: 0.016837 || Task Loss: 0.2204 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:17 || Estimated Time: 2 days, 9:10:18
2023-08-05 00:13:48,594 semantic_segmentation INFO: Iters: 26130/150000 || Lr: 0.016835 || Task Loss: 0.5103 || KD Loss: 0.2470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:33 || Estimated Time: 2 days, 9:09:58
2023-08-05 00:14:04,460 semantic_segmentation INFO: Iters: 26140/150000 || Lr: 0.016834 || Task Loss: 0.1871 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:48 || Estimated Time: 2 days, 9:09:38
2023-08-05 00:14:20,308 semantic_segmentation INFO: Iters: 26150/150000 || Lr: 0.016833 || Task Loss: 0.3650 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:04 || Estimated Time: 2 days, 9:09:18
2023-08-05 00:14:36,151 semantic_segmentation INFO: Iters: 26160/150000 || Lr: 0.016832 || Task Loss: 0.2364 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:20 || Estimated Time: 2 days, 9:08:57
2023-08-05 00:14:52,008 semantic_segmentation INFO: Iters: 26170/150000 || Lr: 0.016830 || Task Loss: 0.1837 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:36 || Estimated Time: 2 days, 9:08:37
2023-08-05 00:15:07,877 semantic_segmentation INFO: Iters: 26180/150000 || Lr: 0.016829 || Task Loss: 0.3423 || KD Loss: 0.1901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:52 || Estimated Time: 2 days, 9:08:17
2023-08-05 00:15:23,733 semantic_segmentation INFO: Iters: 26190/150000 || Lr: 0.016828 || Task Loss: 0.1459 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:05:08 || Estimated Time: 2 days, 9:07:57
2023-08-05 00:15:39,556 semantic_segmentation INFO: Iters: 26200/150000 || Lr: 0.016827 || Task Loss: 0.2345 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:05:24 || Estimated Time: 2 days, 9:07:37
2023-08-05 00:15:55,396 semantic_segmentation INFO: Iters: 26210/150000 || Lr: 0.016826 || Task Loss: 0.1511 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:05:39 || Estimated Time: 2 days, 9:07:16
2023-08-05 00:16:11,231 semantic_segmentation INFO: Iters: 26220/150000 || Lr: 0.016824 || Task Loss: 0.2702 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:05:55 || Estimated Time: 2 days, 9:06:56
2023-08-05 00:16:27,041 semantic_segmentation INFO: Iters: 26230/150000 || Lr: 0.016823 || Task Loss: 0.4007 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:06:11 || Estimated Time: 2 days, 9:06:36
2023-08-05 00:16:42,833 semantic_segmentation INFO: Iters: 26240/150000 || Lr: 0.016822 || Task Loss: 0.4487 || KD Loss: 0.1647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:06:27 || Estimated Time: 2 days, 9:06:15
2023-08-05 00:16:58,632 semantic_segmentation INFO: Iters: 26250/150000 || Lr: 0.016821 || Task Loss: 0.2870 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:06:43 || Estimated Time: 2 days, 9:05:55
2023-08-05 00:17:14,457 semantic_segmentation INFO: Iters: 26260/150000 || Lr: 0.016819 || Task Loss: 0.2011 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:05:34
2023-08-05 00:17:30,280 semantic_segmentation INFO: Iters: 26270/150000 || Lr: 0.016818 || Task Loss: 0.3880 || KD Loss: 0.1583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:05:14
2023-08-05 00:17:46,107 semantic_segmentation INFO: Iters: 26280/150000 || Lr: 0.016817 || Task Loss: 0.5642 || KD Loss: 0.2382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:07:30 || Estimated Time: 2 days, 9:04:54
2023-08-05 00:18:01,958 semantic_segmentation INFO: Iters: 26290/150000 || Lr: 0.016816 || Task Loss: 0.2363 || KD Loss: 0.1002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:07:46 || Estimated Time: 2 days, 9:04:34
2023-08-05 00:18:17,791 semantic_segmentation INFO: Iters: 26300/150000 || Lr: 0.016814 || Task Loss: 0.3391 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:08:02 || Estimated Time: 2 days, 9:04:13
2023-08-05 00:18:33,616 semantic_segmentation INFO: Iters: 26310/150000 || Lr: 0.016813 || Task Loss: 0.2374 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:08:18 || Estimated Time: 2 days, 9:03:53
2023-08-05 00:18:49,449 semantic_segmentation INFO: Iters: 26320/150000 || Lr: 0.016812 || Task Loss: 0.2158 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:08:33 || Estimated Time: 2 days, 9:03:33
2023-08-05 00:19:05,288 semantic_segmentation INFO: Iters: 26330/150000 || Lr: 0.016811 || Task Loss: 0.2815 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:08:49 || Estimated Time: 2 days, 9:03:13
2023-08-05 00:19:21,127 semantic_segmentation INFO: Iters: 26340/150000 || Lr: 0.016810 || Task Loss: 0.3334 || KD Loss: 0.1673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:05 || Estimated Time: 2 days, 9:02:52
2023-08-05 00:19:36,959 semantic_segmentation INFO: Iters: 26350/150000 || Lr: 0.016808 || Task Loss: 0.2155 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:21 || Estimated Time: 2 days, 9:02:32
2023-08-05 00:19:52,820 semantic_segmentation INFO: Iters: 26360/150000 || Lr: 0.016807 || Task Loss: 0.1802 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:37 || Estimated Time: 2 days, 9:02:12
2023-08-05 00:20:08,694 semantic_segmentation INFO: Iters: 26370/150000 || Lr: 0.016806 || Task Loss: 0.2334 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:53 || Estimated Time: 2 days, 9:01:52
2023-08-05 00:20:24,570 semantic_segmentation INFO: Iters: 26380/150000 || Lr: 0.016805 || Task Loss: 0.3522 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:10:09 || Estimated Time: 2 days, 9:01:32
2023-08-05 00:20:40,434 semantic_segmentation INFO: Iters: 26390/150000 || Lr: 0.016803 || Task Loss: 0.4813 || KD Loss: 0.1862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:10:24 || Estimated Time: 2 days, 9:01:12
2023-08-05 00:20:56,298 semantic_segmentation INFO: Iters: 26400/150000 || Lr: 0.016802 || Task Loss: 0.2393 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:10:40 || Estimated Time: 2 days, 9:00:52
2023-08-05 00:20:56,379 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 00:20:57,165 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.921, mIoU: 0.369
2023-08-05 00:20:57,285 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.945, mIoU: 0.464
2023-08-05 00:20:57,408 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.484
2023-08-05 00:20:57,524 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.504
2023-08-05 00:20:57,646 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.489
2023-08-05 00:20:57,762 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.492
2023-08-05 00:20:57,884 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.952, mIoU: 0.490
2023-08-05 00:20:58,001 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.949, mIoU: 0.502
2023-08-05 00:20:58,122 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.547
2023-08-05 00:20:58,239 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.946, mIoU: 0.586
2023-08-05 00:20:58,359 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.591
2023-08-05 00:20:58,475 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.941, mIoU: 0.593
2023-08-05 00:20:58,596 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.598
2023-08-05 00:20:58,713 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.938, mIoU: 0.585
2023-08-05 00:20:58,833 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.935, mIoU: 0.575
2023-08-05 00:20:58,951 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.935, mIoU: 0.570
2023-08-05 00:20:59,071 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.574
2023-08-05 00:20:59,187 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.934, mIoU: 0.574
2023-08-05 00:20:59,308 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.582
2023-08-05 00:20:59,426 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.934, mIoU: 0.588
2023-08-05 00:20:59,546 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.593
2023-08-05 00:20:59,664 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.617
2023-08-05 00:20:59,785 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.617
2023-08-05 00:20:59,903 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.622
2023-08-05 00:21:00,023 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.639
2023-08-05 00:21:00,141 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.643
2023-08-05 00:21:00,262 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.634
2023-08-05 00:21:00,380 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.632
2023-08-05 00:21:00,500 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.634
2023-08-05 00:21:00,616 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.634
2023-08-05 00:21:00,736 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.633
2023-08-05 00:21:00,853 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.932, mIoU: 0.634
2023-08-05 00:21:00,974 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.638
2023-08-05 00:21:01,091 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.636
2023-08-05 00:21:01,211 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.637
2023-08-05 00:21:01,328 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.635
2023-08-05 00:21:01,448 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.632
2023-08-05 00:21:01,566 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.631
2023-08-05 00:21:01,689 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.630
2023-08-05 00:21:01,805 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.631
2023-08-05 00:21:01,926 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.630
2023-08-05 00:21:02,044 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.630
2023-08-05 00:21:02,165 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.631
2023-08-05 00:21:02,282 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.633
2023-08-05 00:21:02,403 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.630
2023-08-05 00:21:02,522 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.629
2023-08-05 00:21:02,643 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.628
2023-08-05 00:21:02,762 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-05 00:21:02,883 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.632
2023-08-05 00:21:03,000 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.635
2023-08-05 00:21:03,121 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.634
2023-08-05 00:21:03,238 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.636
2023-08-05 00:21:03,359 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.635
2023-08-05 00:21:03,476 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.639
2023-08-05 00:21:03,596 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.635
2023-08-05 00:21:03,713 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.630
2023-08-05 00:21:03,832 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.631
2023-08-05 00:21:03,951 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.637
2023-08-05 00:21:04,071 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.640
2023-08-05 00:21:04,187 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.639
2023-08-05 00:21:04,308 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.642
2023-08-05 00:21:04,426 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.644
2023-08-05 00:21:04,546 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.643
2023-08-05 00:21:04,661 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.649
2023-08-05 00:21:04,782 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.651
2023-08-05 00:21:04,900 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.650
2023-08-05 00:21:05,019 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.649
2023-08-05 00:21:05,137 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.650
2023-08-05 00:21:05,258 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.649
2023-08-05 00:21:05,375 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.649
2023-08-05 00:21:05,495 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.649
2023-08-05 00:21:05,612 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.648
2023-08-05 00:21:05,733 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.647
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2023-08-05 00:21:35,044 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.928, mIoU: 0.635
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2023-08-05 00:21:52,718 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.936, mIoU: 0.648
2023-08-05 00:21:52,839 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.936, mIoU: 0.648
2023-08-05 00:21:52,957 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.936, mIoU: 0.648
2023-08-05 00:21:53,078 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.936, mIoU: 0.648
2023-08-05 00:21:53,194 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.936, mIoU: 0.648
2023-08-05 00:21:53,316 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.936, mIoU: 0.648
2023-08-05 00:21:53,434 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:53,552 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:53,669 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:53,790 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:53,908 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:54,029 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:54,146 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:54,268 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:54,385 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:54,506 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:54,623 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:54,745 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:54,861 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:21:54,983 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:55,100 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:55,222 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:55,338 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:55,460 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:55,577 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:55,699 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 00:21:55,816 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.650
2023-08-05 00:21:55,937 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.650
2023-08-05 00:21:56,054 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.650
2023-08-05 00:21:56,177 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.650
2023-08-05 00:21:56,293 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.650
2023-08-05 00:21:56,414 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.650
2023-08-05 00:21:56,530 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.650
2023-08-05 00:22:12,474 semantic_segmentation INFO: Iters: 26410/150000 || Lr: 0.016801 || Task Loss: 0.4877 || KD Loss: 0.1650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:11:57 || Estimated Time: 2 days, 9:05:14
2023-08-05 00:22:28,352 semantic_segmentation INFO: Iters: 26420/150000 || Lr: 0.016800 || Task Loss: 0.3296 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:12:12 || Estimated Time: 2 days, 9:04:54
2023-08-05 00:22:44,222 semantic_segmentation INFO: Iters: 26430/150000 || Lr: 0.016799 || Task Loss: 0.3009 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:12:28 || Estimated Time: 2 days, 9:04:34
2023-08-05 00:23:00,085 semantic_segmentation INFO: Iters: 26440/150000 || Lr: 0.016797 || Task Loss: 0.2480 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:12:44 || Estimated Time: 2 days, 9:04:13
2023-08-05 00:23:15,954 semantic_segmentation INFO: Iters: 26450/150000 || Lr: 0.016796 || Task Loss: 0.3111 || KD Loss: 0.1538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:13:00 || Estimated Time: 2 days, 9:03:53
2023-08-05 00:23:31,813 semantic_segmentation INFO: Iters: 26460/150000 || Lr: 0.016795 || Task Loss: 0.2725 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:13:16 || Estimated Time: 2 days, 9:03:33
2023-08-05 00:23:47,669 semantic_segmentation INFO: Iters: 26470/150000 || Lr: 0.016794 || Task Loss: 0.2102 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:13:32 || Estimated Time: 2 days, 9:03:13
2023-08-05 00:24:03,534 semantic_segmentation INFO: Iters: 26480/150000 || Lr: 0.016792 || Task Loss: 0.5248 || KD Loss: 0.1493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:13:48 || Estimated Time: 2 days, 9:02:53
2023-08-05 00:24:19,383 semantic_segmentation INFO: Iters: 26490/150000 || Lr: 0.016791 || Task Loss: 0.2851 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:14:03 || Estimated Time: 2 days, 9:02:32
2023-08-05 00:24:35,236 semantic_segmentation INFO: Iters: 26500/150000 || Lr: 0.016790 || Task Loss: 0.2513 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:14:19 || Estimated Time: 2 days, 9:02:12
2023-08-05 00:24:51,067 semantic_segmentation INFO: Iters: 26510/150000 || Lr: 0.016789 || Task Loss: 0.2533 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:14:35 || Estimated Time: 2 days, 9:01:52
2023-08-05 00:25:06,886 semantic_segmentation INFO: Iters: 26520/150000 || Lr: 0.016788 || Task Loss: 0.2076 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:14:51 || Estimated Time: 2 days, 9:01:31
2023-08-05 00:25:22,719 semantic_segmentation INFO: Iters: 26530/150000 || Lr: 0.016786 || Task Loss: 0.2514 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:07 || Estimated Time: 2 days, 9:01:11
2023-08-05 00:25:38,551 semantic_segmentation INFO: Iters: 26540/150000 || Lr: 0.016785 || Task Loss: 0.2561 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:23 || Estimated Time: 2 days, 9:00:51
2023-08-05 00:25:54,376 semantic_segmentation INFO: Iters: 26550/150000 || Lr: 0.016784 || Task Loss: 0.2177 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 9:00:31
2023-08-05 00:26:10,207 semantic_segmentation INFO: Iters: 26560/150000 || Lr: 0.016783 || Task Loss: 0.2877 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:54 || Estimated Time: 2 days, 9:00:10
2023-08-05 00:26:26,035 semantic_segmentation INFO: Iters: 26570/150000 || Lr: 0.016781 || Task Loss: 0.2949 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:16:10 || Estimated Time: 2 days, 8:59:50
2023-08-05 00:26:41,874 semantic_segmentation INFO: Iters: 26580/150000 || Lr: 0.016780 || Task Loss: 0.3200 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:16:26 || Estimated Time: 2 days, 8:59:30
2023-08-05 00:26:57,718 semantic_segmentation INFO: Iters: 26590/150000 || Lr: 0.016779 || Task Loss: 0.3842 || KD Loss: 0.1535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:16:42 || Estimated Time: 2 days, 8:59:09
2023-08-05 00:27:13,581 semantic_segmentation INFO: Iters: 26600/150000 || Lr: 0.016778 || Task Loss: 0.4198 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:16:58 || Estimated Time: 2 days, 8:58:49
2023-08-05 00:27:29,420 semantic_segmentation INFO: Iters: 26610/150000 || Lr: 0.016777 || Task Loss: 0.3468 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:13 || Estimated Time: 2 days, 8:58:29
2023-08-05 00:27:45,294 semantic_segmentation INFO: Iters: 26620/150000 || Lr: 0.016775 || Task Loss: 0.2336 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:29 || Estimated Time: 2 days, 8:58:09
2023-08-05 00:28:01,156 semantic_segmentation INFO: Iters: 26630/150000 || Lr: 0.016774 || Task Loss: 0.2734 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:45 || Estimated Time: 2 days, 8:57:49
2023-08-05 00:28:17,036 semantic_segmentation INFO: Iters: 26640/150000 || Lr: 0.016773 || Task Loss: 0.3509 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:18:01 || Estimated Time: 2 days, 8:57:29
2023-08-05 00:28:32,904 semantic_segmentation INFO: Iters: 26650/150000 || Lr: 0.016772 || Task Loss: 0.3425 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:18:17 || Estimated Time: 2 days, 8:57:09
2023-08-05 00:28:48,751 semantic_segmentation INFO: Iters: 26660/150000 || Lr: 0.016770 || Task Loss: 0.4871 || KD Loss: 0.1789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:18:33 || Estimated Time: 2 days, 8:56:48
2023-08-05 00:29:04,609 semantic_segmentation INFO: Iters: 26670/150000 || Lr: 0.016769 || Task Loss: 0.1933 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:18:49 || Estimated Time: 2 days, 8:56:28
2023-08-05 00:29:20,485 semantic_segmentation INFO: Iters: 26680/150000 || Lr: 0.016768 || Task Loss: 0.2770 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:19:05 || Estimated Time: 2 days, 8:56:08
2023-08-05 00:29:36,337 semantic_segmentation INFO: Iters: 26690/150000 || Lr: 0.016767 || Task Loss: 0.2730 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:19:20 || Estimated Time: 2 days, 8:55:48
2023-08-05 00:29:52,178 semantic_segmentation INFO: Iters: 26700/150000 || Lr: 0.016766 || Task Loss: 0.4910 || KD Loss: 0.2053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:19:36 || Estimated Time: 2 days, 8:55:28
2023-08-05 00:30:08,039 semantic_segmentation INFO: Iters: 26710/150000 || Lr: 0.016764 || Task Loss: 0.2368 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:19:52 || Estimated Time: 2 days, 8:55:08
2023-08-05 00:30:23,887 semantic_segmentation INFO: Iters: 26720/150000 || Lr: 0.016763 || Task Loss: 0.4752 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:08 || Estimated Time: 2 days, 8:54:47
2023-08-05 00:30:39,726 semantic_segmentation INFO: Iters: 26730/150000 || Lr: 0.016762 || Task Loss: 0.2842 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:24 || Estimated Time: 2 days, 8:54:27
2023-08-05 00:30:55,567 semantic_segmentation INFO: Iters: 26740/150000 || Lr: 0.016761 || Task Loss: 0.2987 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:40 || Estimated Time: 2 days, 8:54:07
2023-08-05 00:31:11,386 semantic_segmentation INFO: Iters: 26750/150000 || Lr: 0.016759 || Task Loss: 0.1881 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:55 || Estimated Time: 2 days, 8:53:47
2023-08-05 00:31:27,223 semantic_segmentation INFO: Iters: 26760/150000 || Lr: 0.016758 || Task Loss: 0.2404 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:11 || Estimated Time: 2 days, 8:53:26
2023-08-05 00:31:43,056 semantic_segmentation INFO: Iters: 26770/150000 || Lr: 0.016757 || Task Loss: 0.2663 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:27 || Estimated Time: 2 days, 8:53:06
2023-08-05 00:31:58,845 semantic_segmentation INFO: Iters: 26780/150000 || Lr: 0.016756 || Task Loss: 0.1981 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:43 || Estimated Time: 2 days, 8:52:46
2023-08-05 00:32:14,674 semantic_segmentation INFO: Iters: 26790/150000 || Lr: 0.016755 || Task Loss: 0.1092 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:59 || Estimated Time: 2 days, 8:52:26
2023-08-05 00:32:30,505 semantic_segmentation INFO: Iters: 26800/150000 || Lr: 0.016753 || Task Loss: 0.2610 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:22:15 || Estimated Time: 2 days, 8:52:05
2023-08-05 00:32:46,337 semantic_segmentation INFO: Iters: 26810/150000 || Lr: 0.016752 || Task Loss: 0.1630 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:22:30 || Estimated Time: 2 days, 8:51:45
2023-08-05 00:33:02,166 semantic_segmentation INFO: Iters: 26820/150000 || Lr: 0.016751 || Task Loss: 0.2986 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:22:46 || Estimated Time: 2 days, 8:51:25
2023-08-05 00:33:17,971 semantic_segmentation INFO: Iters: 26830/150000 || Lr: 0.016750 || Task Loss: 0.3382 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:23:02 || Estimated Time: 2 days, 8:51:04
2023-08-05 00:33:33,802 semantic_segmentation INFO: Iters: 26840/150000 || Lr: 0.016748 || Task Loss: 0.2331 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:50:44
2023-08-05 00:33:49,655 semantic_segmentation INFO: Iters: 26850/150000 || Lr: 0.016747 || Task Loss: 0.2927 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:23:34 || Estimated Time: 2 days, 8:50:24
2023-08-05 00:34:05,492 semantic_segmentation INFO: Iters: 26860/150000 || Lr: 0.016746 || Task Loss: 0.2352 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:23:50 || Estimated Time: 2 days, 8:50:04
2023-08-05 00:34:21,336 semantic_segmentation INFO: Iters: 26870/150000 || Lr: 0.016745 || Task Loss: 0.2144 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:24:05 || Estimated Time: 2 days, 8:49:44
2023-08-05 00:34:37,177 semantic_segmentation INFO: Iters: 26880/150000 || Lr: 0.016744 || Task Loss: 0.2456 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:24:21 || Estimated Time: 2 days, 8:49:24
2023-08-05 00:34:53,014 semantic_segmentation INFO: Iters: 26890/150000 || Lr: 0.016742 || Task Loss: 0.4634 || KD Loss: 0.1249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:24:37 || Estimated Time: 2 days, 8:49:03
2023-08-05 00:35:08,876 semantic_segmentation INFO: Iters: 26900/150000 || Lr: 0.016741 || Task Loss: 0.2148 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:24:53 || Estimated Time: 2 days, 8:48:43
2023-08-05 00:35:24,726 semantic_segmentation INFO: Iters: 26910/150000 || Lr: 0.016740 || Task Loss: 0.2622 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:09 || Estimated Time: 2 days, 8:48:23
2023-08-05 00:35:40,580 semantic_segmentation INFO: Iters: 26920/150000 || Lr: 0.016739 || Task Loss: 0.3068 || KD Loss: 0.1518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:25 || Estimated Time: 2 days, 8:48:03
2023-08-05 00:35:56,419 semantic_segmentation INFO: Iters: 26930/150000 || Lr: 0.016737 || Task Loss: 0.2289 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:40 || Estimated Time: 2 days, 8:47:43
2023-08-05 00:36:12,273 semantic_segmentation INFO: Iters: 26940/150000 || Lr: 0.016736 || Task Loss: 0.1969 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:56 || Estimated Time: 2 days, 8:47:23
2023-08-05 00:36:28,141 semantic_segmentation INFO: Iters: 26950/150000 || Lr: 0.016735 || Task Loss: 0.3544 || KD Loss: 0.1392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:26:12 || Estimated Time: 2 days, 8:47:03
2023-08-05 00:36:43,997 semantic_segmentation INFO: Iters: 26960/150000 || Lr: 0.016734 || Task Loss: 0.3052 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:26:28 || Estimated Time: 2 days, 8:46:43
2023-08-05 00:36:59,853 semantic_segmentation INFO: Iters: 26970/150000 || Lr: 0.016733 || Task Loss: 0.3816 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:26:44 || Estimated Time: 2 days, 8:46:23
2023-08-05 00:37:15,704 semantic_segmentation INFO: Iters: 26980/150000 || Lr: 0.016731 || Task Loss: 0.2852 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:27:00 || Estimated Time: 2 days, 8:46:03
2023-08-05 00:37:31,536 semantic_segmentation INFO: Iters: 26990/150000 || Lr: 0.016730 || Task Loss: 0.3527 || KD Loss: 0.1228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:27:16 || Estimated Time: 2 days, 8:45:43
2023-08-05 00:37:47,378 semantic_segmentation INFO: Iters: 27000/150000 || Lr: 0.016729 || Task Loss: 0.1896 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:27:31 || Estimated Time: 2 days, 8:45:22
2023-08-05 00:38:03,216 semantic_segmentation INFO: Iters: 27010/150000 || Lr: 0.016728 || Task Loss: 0.4355 || KD Loss: 0.1753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:27:47 || Estimated Time: 2 days, 8:45:02
2023-08-05 00:38:19,061 semantic_segmentation INFO: Iters: 27020/150000 || Lr: 0.016726 || Task Loss: 0.2148 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:28:03 || Estimated Time: 2 days, 8:44:42
2023-08-05 00:38:34,884 semantic_segmentation INFO: Iters: 27030/150000 || Lr: 0.016725 || Task Loss: 0.2367 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:28:19 || Estimated Time: 2 days, 8:44:22
2023-08-05 00:38:50,691 semantic_segmentation INFO: Iters: 27040/150000 || Lr: 0.016724 || Task Loss: 0.4219 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:28:35 || Estimated Time: 2 days, 8:44:02
2023-08-05 00:39:06,498 semantic_segmentation INFO: Iters: 27050/150000 || Lr: 0.016723 || Task Loss: 0.3016 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:28:51 || Estimated Time: 2 days, 8:43:42
2023-08-05 00:39:22,296 semantic_segmentation INFO: Iters: 27060/150000 || Lr: 0.016721 || Task Loss: 0.2786 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:06 || Estimated Time: 2 days, 8:43:21
2023-08-05 00:39:38,096 semantic_segmentation INFO: Iters: 27070/150000 || Lr: 0.016720 || Task Loss: 0.3711 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:22 || Estimated Time: 2 days, 8:43:01
2023-08-05 00:39:53,906 semantic_segmentation INFO: Iters: 27080/150000 || Lr: 0.016719 || Task Loss: 0.2859 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:38 || Estimated Time: 2 days, 8:42:41
2023-08-05 00:40:09,728 semantic_segmentation INFO: Iters: 27090/150000 || Lr: 0.016718 || Task Loss: 0.3095 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:54 || Estimated Time: 2 days, 8:42:20
2023-08-05 00:40:25,544 semantic_segmentation INFO: Iters: 27100/150000 || Lr: 0.016717 || Task Loss: 0.2239 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:30:10 || Estimated Time: 2 days, 8:42:00
2023-08-05 00:40:41,338 semantic_segmentation INFO: Iters: 27110/150000 || Lr: 0.016715 || Task Loss: 0.4111 || KD Loss: 0.1453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:30:25 || Estimated Time: 2 days, 8:41:40
2023-08-05 00:40:57,130 semantic_segmentation INFO: Iters: 27120/150000 || Lr: 0.016714 || Task Loss: 0.2455 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:41:20
2023-08-05 00:41:12,945 semantic_segmentation INFO: Iters: 27130/150000 || Lr: 0.016713 || Task Loss: 0.3484 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:30:57 || Estimated Time: 2 days, 8:40:59
2023-08-05 00:41:28,739 semantic_segmentation INFO: Iters: 27140/150000 || Lr: 0.016712 || Task Loss: 0.4624 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:31:13 || Estimated Time: 2 days, 8:40:39
2023-08-05 00:41:44,565 semantic_segmentation INFO: Iters: 27150/150000 || Lr: 0.016710 || Task Loss: 0.3096 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:31:29 || Estimated Time: 2 days, 8:40:19
2023-08-05 00:42:00,387 semantic_segmentation INFO: Iters: 27160/150000 || Lr: 0.016709 || Task Loss: 0.3582 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:31:44 || Estimated Time: 2 days, 8:39:59
2023-08-05 00:42:16,200 semantic_segmentation INFO: Iters: 27170/150000 || Lr: 0.016708 || Task Loss: 0.1507 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:00 || Estimated Time: 2 days, 8:39:39
2023-08-05 00:42:32,018 semantic_segmentation INFO: Iters: 27180/150000 || Lr: 0.016707 || Task Loss: 0.3334 || KD Loss: 0.1692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:16 || Estimated Time: 2 days, 8:39:19
2023-08-05 00:42:47,833 semantic_segmentation INFO: Iters: 27190/150000 || Lr: 0.016706 || Task Loss: 0.2622 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:32 || Estimated Time: 2 days, 8:38:58
2023-08-05 00:43:03,644 semantic_segmentation INFO: Iters: 27200/150000 || Lr: 0.016704 || Task Loss: 0.3523 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:48 || Estimated Time: 2 days, 8:38:38
2023-08-05 00:43:03,718 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 00:43:04,496 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.403
2023-08-05 00:43:04,619 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.488
2023-08-05 00:43:04,742 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.508
2023-08-05 00:43:04,858 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.531
2023-08-05 00:43:04,980 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.514
2023-08-05 00:43:05,096 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.515
2023-08-05 00:43:05,218 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.503
2023-08-05 00:43:05,335 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.540
2023-08-05 00:43:05,456 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.589
2023-08-05 00:43:05,573 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.602
2023-08-05 00:43:05,693 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.609
2023-08-05 00:43:05,810 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.629
2023-08-05 00:43:05,931 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.621
2023-08-05 00:43:06,047 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.603
2023-08-05 00:43:06,169 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.610
2023-08-05 00:43:06,285 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.601
2023-08-05 00:43:06,406 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.604
2023-08-05 00:43:06,523 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.603
2023-08-05 00:43:06,644 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.614
2023-08-05 00:43:06,762 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.621
2023-08-05 00:43:06,883 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.624
2023-08-05 00:43:06,999 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.617
2023-08-05 00:43:07,120 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.619
2023-08-05 00:43:07,237 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.627
2023-08-05 00:43:07,359 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.639
2023-08-05 00:43:07,476 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.642
2023-08-05 00:43:07,596 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.633
2023-08-05 00:43:07,713 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-05 00:43:07,833 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.633
2023-08-05 00:43:07,949 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.631
2023-08-05 00:43:08,070 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.630
2023-08-05 00:43:08,187 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.630
2023-08-05 00:43:08,307 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.633
2023-08-05 00:43:08,423 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.632
2023-08-05 00:43:08,544 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-05 00:43:08,662 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.634
2023-08-05 00:43:08,782 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.631
2023-08-05 00:43:08,900 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.630
2023-08-05 00:43:09,020 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.630
2023-08-05 00:43:09,136 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.630
2023-08-05 00:43:09,256 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.631
2023-08-05 00:43:09,373 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-05 00:43:09,495 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.632
2023-08-05 00:43:09,612 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.633
2023-08-05 00:43:09,732 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.631
2023-08-05 00:43:09,850 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.632
2023-08-05 00:43:09,971 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.632
2023-08-05 00:43:10,088 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.632
2023-08-05 00:43:10,209 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.638
2023-08-05 00:43:10,326 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 00:43:10,447 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 00:43:10,564 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.649
2023-08-05 00:43:10,685 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.649
2023-08-05 00:43:10,802 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-05 00:43:10,923 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.648
2023-08-05 00:43:11,039 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.652
2023-08-05 00:43:11,160 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.652
2023-08-05 00:43:11,277 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 00:43:11,397 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.660
2023-08-05 00:43:11,513 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.659
2023-08-05 00:43:11,634 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-05 00:43:11,753 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.664
2023-08-05 00:43:11,873 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.663
2023-08-05 00:43:11,990 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.668
2023-08-05 00:43:12,110 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-05 00:43:12,226 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 00:43:12,346 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.670
2023-08-05 00:43:12,464 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.672
2023-08-05 00:43:12,585 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.671
2023-08-05 00:43:12,702 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 00:43:12,822 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.671
2023-08-05 00:43:12,939 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-05 00:43:13,060 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 00:43:13,178 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 00:43:13,298 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 00:43:13,414 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.665
2023-08-05 00:43:13,534 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.665
2023-08-05 00:43:13,651 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 00:43:13,771 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 00:43:13,887 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 00:43:14,009 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 00:43:14,125 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 00:43:14,245 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 00:43:14,363 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 00:43:14,482 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 00:43:14,599 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 00:43:14,721 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 00:43:14,837 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 00:43:14,958 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.661
2023-08-05 00:43:15,075 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.936, mIoU: 0.661
2023-08-05 00:43:15,196 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 00:43:15,312 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.671
2023-08-05 00:43:15,433 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.671
2023-08-05 00:43:15,550 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.671
2023-08-05 00:43:15,672 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.671
2023-08-05 00:43:15,787 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.671
2023-08-05 00:43:15,908 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.670
2023-08-05 00:43:16,024 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.670
2023-08-05 00:43:16,145 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.670
2023-08-05 00:43:16,262 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.670
2023-08-05 00:43:16,382 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.670
2023-08-05 00:43:16,498 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 00:43:16,619 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 00:43:16,735 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 00:43:16,856 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 00:43:16,973 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 00:43:17,094 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.668
2023-08-05 00:43:17,211 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.669
2023-08-05 00:43:17,331 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.668
2023-08-05 00:43:17,449 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.667
2023-08-05 00:43:17,569 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.667
2023-08-05 00:43:17,687 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.667
2023-08-05 00:43:17,807 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.667
2023-08-05 00:43:17,923 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.667
2023-08-05 00:43:18,044 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 00:43:18,161 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 00:43:18,282 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.667
2023-08-05 00:43:18,399 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.666
2023-08-05 00:43:18,519 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.935, mIoU: 0.662
2023-08-05 00:43:18,636 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.935, mIoU: 0.662
2023-08-05 00:43:18,756 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.662
2023-08-05 00:43:18,873 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.661
2023-08-05 00:43:18,994 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.661
2023-08-05 00:43:19,110 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.664
2023-08-05 00:43:19,231 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.664
2023-08-05 00:43:19,348 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 00:43:19,468 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 00:43:19,584 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 00:43:19,706 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 00:43:19,822 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 00:43:19,943 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 00:43:20,059 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.668
2023-08-05 00:43:20,181 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.667
2023-08-05 00:43:20,298 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.667
2023-08-05 00:43:20,418 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.667
2023-08-05 00:43:20,535 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 00:43:20,656 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 00:43:20,773 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 00:43:20,894 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.663
2023-08-05 00:43:21,011 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:21,131 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:21,248 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:21,368 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.936, mIoU: 0.664
2023-08-05 00:43:21,484 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.936, mIoU: 0.664
2023-08-05 00:43:21,605 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.663
2023-08-05 00:43:21,723 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:21,843 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:21,960 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.936, mIoU: 0.664
2023-08-05 00:43:22,081 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.664
2023-08-05 00:43:22,198 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.936, mIoU: 0.664
2023-08-05 00:43:22,319 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:22,437 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:22,557 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:22,674 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:22,795 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:22,913 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:23,033 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 00:43:23,150 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:23,271 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:23,388 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:23,510 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 00:43:23,626 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.936, mIoU: 0.663
2023-08-05 00:43:23,746 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 00:43:23,862 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 00:43:23,982 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.936, mIoU: 0.661
2023-08-05 00:43:24,099 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.936, mIoU: 0.661
2023-08-05 00:43:24,221 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.936, mIoU: 0.661
2023-08-05 00:43:24,337 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.936, mIoU: 0.661
2023-08-05 00:43:24,458 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 00:43:24,575 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 00:43:24,696 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:24,813 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:24,934 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 00:43:25,050 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 00:43:25,171 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:25,287 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 00:43:25,408 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 00:43:25,523 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:25,645 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:25,762 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:25,882 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:25,999 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:26,120 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:26,237 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 00:43:26,357 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.938, mIoU: 0.663
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2023-08-05 00:43:49,759 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.939, mIoU: 0.663
2023-08-05 00:43:49,881 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.939, mIoU: 0.663
2023-08-05 00:43:49,998 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.939, mIoU: 0.663
2023-08-05 00:43:50,120 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.940, mIoU: 0.663
2023-08-05 00:43:50,236 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-05 00:43:50,357 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-05 00:43:50,474 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-05 00:43:50,596 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-05 00:43:50,714 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-05 00:43:50,835 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 00:43:50,951 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 00:43:51,073 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 00:43:51,190 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 00:43:51,311 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 00:43:51,428 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 00:43:51,549 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 00:43:51,667 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 00:43:51,789 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 00:43:51,905 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 00:43:52,027 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 00:43:52,145 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 00:43:52,266 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 00:43:52,382 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 00:43:52,504 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 00:43:52,621 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-05 00:43:52,742 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 00:43:52,859 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 00:43:52,981 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 00:43:53,098 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-05 00:43:53,219 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-05 00:43:53,337 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-05 00:43:53,459 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-05 00:43:53,577 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-05 00:43:53,700 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-05 00:43:53,817 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-05 00:43:53,939 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.941, mIoU: 0.666
2023-08-05 00:43:54,057 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 00:43:54,178 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.942, mIoU: 0.667
2023-08-05 00:43:54,295 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.942, mIoU: 0.667
2023-08-05 00:43:54,416 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.942, mIoU: 0.667
2023-08-05 00:43:54,533 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:54,656 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:54,773 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:54,895 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:55,012 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:55,134 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:55,251 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:55,372 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:55,489 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:55,611 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:55,728 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:55,849 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:55,967 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:56,088 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 00:43:56,205 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.943, mIoU: 0.668
2023-08-05 00:43:56,326 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.668
2023-08-05 00:43:56,445 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.668
2023-08-05 00:43:56,567 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:56,685 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:56,807 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:56,924 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.668
2023-08-05 00:43:57,045 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:57,163 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:57,284 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:57,402 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:57,525 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:57,643 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:57,764 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:57,881 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:58,002 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:58,120 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:58,241 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:58,356 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 00:43:58,478 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 00:43:58,595 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.670
2023-08-05 00:43:58,717 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 00:43:58,834 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 00:43:58,955 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 00:43:59,068 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 00:43:59,190 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 00:43:59,308 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 00:43:59,431 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 00:43:59,548 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 00:43:59,669 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.670
2023-08-05 00:43:59,786 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.670
2023-08-05 00:43:59,908 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:00,025 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:00,149 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:00,266 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:00,386 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:00,503 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:00,625 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:00,742 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:00,860 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:00,977 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:01,099 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:01,219 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:01,340 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:01,456 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:01,579 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:01,697 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:01,818 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:01,935 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:02,057 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:02,174 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 00:44:02,295 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 00:44:02,411 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 00:44:02,532 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 00:44:02,651 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 00:44:02,772 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 00:44:02,889 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 00:44:03,011 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 00:44:03,128 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 00:44:03,248 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 00:44:03,365 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 00:44:03,486 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 00:44:03,603 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 00:44:03,725 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 00:44:03,840 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 00:44:19,785 semantic_segmentation INFO: Iters: 27210/150000 || Lr: 0.016703 || Task Loss: 0.2043 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:42:50
2023-08-05 00:44:35,618 semantic_segmentation INFO: Iters: 27220/150000 || Lr: 0.016702 || Task Loss: 0.3297 || KD Loss: 0.1220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:20 || Estimated Time: 2 days, 8:42:30
2023-08-05 00:44:51,484 semantic_segmentation INFO: Iters: 27230/150000 || Lr: 0.016701 || Task Loss: 0.2257 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:36 || Estimated Time: 2 days, 8:42:10
2023-08-05 00:45:07,373 semantic_segmentation INFO: Iters: 27240/150000 || Lr: 0.016699 || Task Loss: 0.4380 || KD Loss: 0.1954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:51 || Estimated Time: 2 days, 8:41:50
2023-08-05 00:45:23,273 semantic_segmentation INFO: Iters: 27250/150000 || Lr: 0.016698 || Task Loss: 0.3665 || KD Loss: 0.1714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:07 || Estimated Time: 2 days, 8:41:30
2023-08-05 00:45:39,154 semantic_segmentation INFO: Iters: 27260/150000 || Lr: 0.016697 || Task Loss: 0.5839 || KD Loss: 0.2497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:23 || Estimated Time: 2 days, 8:41:10
2023-08-05 00:45:55,036 semantic_segmentation INFO: Iters: 27270/150000 || Lr: 0.016696 || Task Loss: 0.2756 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:39 || Estimated Time: 2 days, 8:40:50
2023-08-05 00:46:10,915 semantic_segmentation INFO: Iters: 27280/150000 || Lr: 0.016695 || Task Loss: 0.2925 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:55 || Estimated Time: 2 days, 8:40:30
2023-08-05 00:46:26,777 semantic_segmentation INFO: Iters: 27290/150000 || Lr: 0.016693 || Task Loss: 0.3357 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:11 || Estimated Time: 2 days, 8:40:10
2023-08-05 00:46:42,647 semantic_segmentation INFO: Iters: 27300/150000 || Lr: 0.016692 || Task Loss: 0.2940 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:27 || Estimated Time: 2 days, 8:39:50
2023-08-05 00:46:58,510 semantic_segmentation INFO: Iters: 27310/150000 || Lr: 0.016691 || Task Loss: 0.1394 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:43 || Estimated Time: 2 days, 8:39:30
2023-08-05 00:47:14,359 semantic_segmentation INFO: Iters: 27320/150000 || Lr: 0.016690 || Task Loss: 0.2722 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:58 || Estimated Time: 2 days, 8:39:10
2023-08-05 00:47:30,210 semantic_segmentation INFO: Iters: 27330/150000 || Lr: 0.016688 || Task Loss: 0.2666 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:37:14 || Estimated Time: 2 days, 8:38:50
2023-08-05 00:47:46,072 semantic_segmentation INFO: Iters: 27340/150000 || Lr: 0.016687 || Task Loss: 0.2915 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:37:30 || Estimated Time: 2 days, 8:38:30
2023-08-05 00:48:01,912 semantic_segmentation INFO: Iters: 27350/150000 || Lr: 0.016686 || Task Loss: 0.2148 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:37:46 || Estimated Time: 2 days, 8:38:10
2023-08-05 00:48:17,732 semantic_segmentation INFO: Iters: 27360/150000 || Lr: 0.016685 || Task Loss: 0.2349 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:02 || Estimated Time: 2 days, 8:37:49
2023-08-05 00:48:33,566 semantic_segmentation INFO: Iters: 27370/150000 || Lr: 0.016684 || Task Loss: 0.2223 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:18 || Estimated Time: 2 days, 8:37:29
2023-08-05 00:48:49,386 semantic_segmentation INFO: Iters: 27380/150000 || Lr: 0.016682 || Task Loss: 0.2713 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:33 || Estimated Time: 2 days, 8:37:09
2023-08-05 00:49:05,219 semantic_segmentation INFO: Iters: 27390/150000 || Lr: 0.016681 || Task Loss: 0.5375 || KD Loss: 0.1509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:49 || Estimated Time: 2 days, 8:36:49
2023-08-05 00:49:21,025 semantic_segmentation INFO: Iters: 27400/150000 || Lr: 0.016680 || Task Loss: 0.2738 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:05 || Estimated Time: 2 days, 8:36:29
2023-08-05 00:49:36,855 semantic_segmentation INFO: Iters: 27410/150000 || Lr: 0.016679 || Task Loss: 0.2512 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:21 || Estimated Time: 2 days, 8:36:08
2023-08-05 00:49:52,680 semantic_segmentation INFO: Iters: 27420/150000 || Lr: 0.016677 || Task Loss: 0.2977 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:37 || Estimated Time: 2 days, 8:35:48
2023-08-05 00:50:08,504 semantic_segmentation INFO: Iters: 27430/150000 || Lr: 0.016676 || Task Loss: 0.1796 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:53 || Estimated Time: 2 days, 8:35:28
2023-08-05 00:50:24,309 semantic_segmentation INFO: Iters: 27440/150000 || Lr: 0.016675 || Task Loss: 0.4097 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:40:08 || Estimated Time: 2 days, 8:35:08
2023-08-05 00:50:40,140 semantic_segmentation INFO: Iters: 27450/150000 || Lr: 0.016674 || Task Loss: 0.3272 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:40:24 || Estimated Time: 2 days, 8:34:48
2023-08-05 00:50:55,953 semantic_segmentation INFO: Iters: 27460/150000 || Lr: 0.016673 || Task Loss: 0.6614 || KD Loss: 0.2945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:40:40 || Estimated Time: 2 days, 8:34:27
2023-08-05 00:51:11,777 semantic_segmentation INFO: Iters: 27470/150000 || Lr: 0.016671 || Task Loss: 0.2083 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:40:56 || Estimated Time: 2 days, 8:34:07
2023-08-05 00:51:27,605 semantic_segmentation INFO: Iters: 27480/150000 || Lr: 0.016670 || Task Loss: 0.3730 || KD Loss: 0.1617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:41:12 || Estimated Time: 2 days, 8:33:47
2023-08-05 00:51:43,419 semantic_segmentation INFO: Iters: 27490/150000 || Lr: 0.016669 || Task Loss: 0.4710 || KD Loss: 0.2698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:41:27 || Estimated Time: 2 days, 8:33:27
2023-08-05 00:51:59,233 semantic_segmentation INFO: Iters: 27500/150000 || Lr: 0.016668 || Task Loss: 0.2619 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:41:43 || Estimated Time: 2 days, 8:33:07
2023-08-05 00:52:15,065 semantic_segmentation INFO: Iters: 27510/150000 || Lr: 0.016666 || Task Loss: 0.4681 || KD Loss: 0.2282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:41:59 || Estimated Time: 2 days, 8:32:47
2023-08-05 00:52:30,896 semantic_segmentation INFO: Iters: 27520/150000 || Lr: 0.016665 || Task Loss: 0.2294 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:15 || Estimated Time: 2 days, 8:32:26
2023-08-05 00:52:46,742 semantic_segmentation INFO: Iters: 27530/150000 || Lr: 0.016664 || Task Loss: 0.2499 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:31 || Estimated Time: 2 days, 8:32:06
2023-08-05 00:53:02,590 semantic_segmentation INFO: Iters: 27540/150000 || Lr: 0.016663 || Task Loss: 0.3509 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:47 || Estimated Time: 2 days, 8:31:46
2023-08-05 00:53:18,439 semantic_segmentation INFO: Iters: 27550/150000 || Lr: 0.016661 || Task Loss: 0.5030 || KD Loss: 0.2007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:43:02 || Estimated Time: 2 days, 8:31:26
2023-08-05 00:53:34,286 semantic_segmentation INFO: Iters: 27560/150000 || Lr: 0.016660 || Task Loss: 0.3437 || KD Loss: 0.1659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:43:18 || Estimated Time: 2 days, 8:31:06
2023-08-05 00:53:50,141 semantic_segmentation INFO: Iters: 27570/150000 || Lr: 0.016659 || Task Loss: 0.4175 || KD Loss: 0.2374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:43:34 || Estimated Time: 2 days, 8:30:46
2023-08-05 00:54:06,008 semantic_segmentation INFO: Iters: 27580/150000 || Lr: 0.016658 || Task Loss: 0.2550 || KD Loss: 0.1854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:43:50 || Estimated Time: 2 days, 8:30:26
2023-08-05 00:54:21,873 semantic_segmentation INFO: Iters: 27590/150000 || Lr: 0.016657 || Task Loss: 0.2528 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:44:06 || Estimated Time: 2 days, 8:30:06
2023-08-05 00:54:37,732 semantic_segmentation INFO: Iters: 27600/150000 || Lr: 0.016655 || Task Loss: 0.2587 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:44:22 || Estimated Time: 2 days, 8:29:46
2023-08-05 00:54:53,570 semantic_segmentation INFO: Iters: 27610/150000 || Lr: 0.016654 || Task Loss: 0.2585 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:44:38 || Estimated Time: 2 days, 8:29:26
2023-08-05 00:55:09,388 semantic_segmentation INFO: Iters: 27620/150000 || Lr: 0.016653 || Task Loss: 0.2597 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:44:53 || Estimated Time: 2 days, 8:29:06
2023-08-05 00:55:25,208 semantic_segmentation INFO: Iters: 27630/150000 || Lr: 0.016652 || Task Loss: 0.7366 || KD Loss: 0.3211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:45:09 || Estimated Time: 2 days, 8:28:46
2023-08-05 00:55:41,031 semantic_segmentation INFO: Iters: 27640/150000 || Lr: 0.016650 || Task Loss: 0.3263 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:28:26
2023-08-05 00:55:56,857 semantic_segmentation INFO: Iters: 27650/150000 || Lr: 0.016649 || Task Loss: 0.2574 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:45:41 || Estimated Time: 2 days, 8:28:06
2023-08-05 00:56:12,677 semantic_segmentation INFO: Iters: 27660/150000 || Lr: 0.016648 || Task Loss: 0.2036 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:45:57 || Estimated Time: 2 days, 8:27:46
2023-08-05 00:56:28,481 semantic_segmentation INFO: Iters: 27670/150000 || Lr: 0.016647 || Task Loss: 0.3383 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:13 || Estimated Time: 2 days, 8:27:25
2023-08-05 00:56:44,287 semantic_segmentation INFO: Iters: 27680/150000 || Lr: 0.016646 || Task Loss: 0.4462 || KD Loss: 0.1714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:28 || Estimated Time: 2 days, 8:27:05
2023-08-05 00:57:00,104 semantic_segmentation INFO: Iters: 27690/150000 || Lr: 0.016644 || Task Loss: 0.3945 || KD Loss: 0.1525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:44 || Estimated Time: 2 days, 8:26:45
2023-08-05 00:57:15,914 semantic_segmentation INFO: Iters: 27700/150000 || Lr: 0.016643 || Task Loss: 0.2826 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:47:00 || Estimated Time: 2 days, 8:26:25
2023-08-05 00:57:31,728 semantic_segmentation INFO: Iters: 27710/150000 || Lr: 0.016642 || Task Loss: 0.3116 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:47:16 || Estimated Time: 2 days, 8:26:05
2023-08-05 00:57:47,530 semantic_segmentation INFO: Iters: 27720/150000 || Lr: 0.016641 || Task Loss: 0.3027 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:47:32 || Estimated Time: 2 days, 8:25:45
2023-08-05 00:58:03,334 semantic_segmentation INFO: Iters: 27730/150000 || Lr: 0.016639 || Task Loss: 0.2903 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:47:47 || Estimated Time: 2 days, 8:25:24
2023-08-05 00:58:19,149 semantic_segmentation INFO: Iters: 27740/150000 || Lr: 0.016638 || Task Loss: 0.3283 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:03 || Estimated Time: 2 days, 8:25:04
2023-08-05 00:58:34,932 semantic_segmentation INFO: Iters: 27750/150000 || Lr: 0.016637 || Task Loss: 0.2650 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:19 || Estimated Time: 2 days, 8:24:44
2023-08-05 00:58:50,725 semantic_segmentation INFO: Iters: 27760/150000 || Lr: 0.016636 || Task Loss: 0.2061 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:35 || Estimated Time: 2 days, 8:24:24
2023-08-05 00:59:06,532 semantic_segmentation INFO: Iters: 27770/150000 || Lr: 0.016635 || Task Loss: 0.1508 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:51 || Estimated Time: 2 days, 8:24:04
2023-08-05 00:59:22,358 semantic_segmentation INFO: Iters: 27780/150000 || Lr: 0.016633 || Task Loss: 0.4035 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:49:06 || Estimated Time: 2 days, 8:23:44
2023-08-05 00:59:38,200 semantic_segmentation INFO: Iters: 27790/150000 || Lr: 0.016632 || Task Loss: 0.3412 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:49:22 || Estimated Time: 2 days, 8:23:24
2023-08-05 00:59:54,048 semantic_segmentation INFO: Iters: 27800/150000 || Lr: 0.016631 || Task Loss: 0.3559 || KD Loss: 0.1582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:23:04
2023-08-05 01:00:09,890 semantic_segmentation INFO: Iters: 27810/150000 || Lr: 0.016630 || Task Loss: 0.3704 || KD Loss: 0.1805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:49:54 || Estimated Time: 2 days, 8:22:44
2023-08-05 01:00:25,728 semantic_segmentation INFO: Iters: 27820/150000 || Lr: 0.016628 || Task Loss: 0.2573 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:10 || Estimated Time: 2 days, 8:22:24
2023-08-05 01:00:41,604 semantic_segmentation INFO: Iters: 27830/150000 || Lr: 0.016627 || Task Loss: 0.2897 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:26 || Estimated Time: 2 days, 8:22:04
2023-08-05 01:00:57,449 semantic_segmentation INFO: Iters: 27840/150000 || Lr: 0.016626 || Task Loss: 0.2246 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:41 || Estimated Time: 2 days, 8:21:44
2023-08-05 01:01:13,318 semantic_segmentation INFO: Iters: 27850/150000 || Lr: 0.016625 || Task Loss: 0.2787 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:57 || Estimated Time: 2 days, 8:21:24
2023-08-05 01:01:29,165 semantic_segmentation INFO: Iters: 27860/150000 || Lr: 0.016624 || Task Loss: 0.5224 || KD Loss: 0.3429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:51:13 || Estimated Time: 2 days, 8:21:04
2023-08-05 01:01:45,022 semantic_segmentation INFO: Iters: 27870/150000 || Lr: 0.016622 || Task Loss: 0.4001 || KD Loss: 0.1735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:51:29 || Estimated Time: 2 days, 8:20:44
2023-08-05 01:02:00,882 semantic_segmentation INFO: Iters: 27880/150000 || Lr: 0.016621 || Task Loss: 0.3182 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:51:45 || Estimated Time: 2 days, 8:20:24
2023-08-05 01:02:16,733 semantic_segmentation INFO: Iters: 27890/150000 || Lr: 0.016620 || Task Loss: 0.2970 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:52:01 || Estimated Time: 2 days, 8:20:04
2023-08-05 01:02:32,583 semantic_segmentation INFO: Iters: 27900/150000 || Lr: 0.016619 || Task Loss: 0.3581 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:52:17 || Estimated Time: 2 days, 8:19:44
2023-08-05 01:02:48,421 semantic_segmentation INFO: Iters: 27910/150000 || Lr: 0.016617 || Task Loss: 0.2636 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:52:32 || Estimated Time: 2 days, 8:19:24
2023-08-05 01:03:04,251 semantic_segmentation INFO: Iters: 27920/150000 || Lr: 0.016616 || Task Loss: 0.2179 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:52:48 || Estimated Time: 2 days, 8:19:04
2023-08-05 01:03:20,093 semantic_segmentation INFO: Iters: 27930/150000 || Lr: 0.016615 || Task Loss: 0.2318 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:04 || Estimated Time: 2 days, 8:18:44
2023-08-05 01:03:35,936 semantic_segmentation INFO: Iters: 27940/150000 || Lr: 0.016614 || Task Loss: 0.3685 || KD Loss: 0.1503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:20 || Estimated Time: 2 days, 8:18:24
2023-08-05 01:03:51,790 semantic_segmentation INFO: Iters: 27950/150000 || Lr: 0.016613 || Task Loss: 0.2306 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:36 || Estimated Time: 2 days, 8:18:05
2023-08-05 01:04:07,623 semantic_segmentation INFO: Iters: 27960/150000 || Lr: 0.016611 || Task Loss: 0.1722 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:52 || Estimated Time: 2 days, 8:17:45
2023-08-05 01:04:23,466 semantic_segmentation INFO: Iters: 27970/150000 || Lr: 0.016610 || Task Loss: 0.2838 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:17:25
2023-08-05 01:04:39,298 semantic_segmentation INFO: Iters: 27980/150000 || Lr: 0.016609 || Task Loss: 0.3259 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:54:23 || Estimated Time: 2 days, 8:17:05
2023-08-05 01:04:55,127 semantic_segmentation INFO: Iters: 27990/150000 || Lr: 0.016608 || Task Loss: 0.5424 || KD Loss: 0.2534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:54:39 || Estimated Time: 2 days, 8:16:45
2023-08-05 01:05:10,947 semantic_segmentation INFO: Iters: 28000/150000 || Lr: 0.016606 || Task Loss: 0.1784 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:54:55 || Estimated Time: 2 days, 8:16:25
2023-08-05 01:05:11,024 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 01:05:11,824 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.949, mIoU: 0.400
2023-08-05 01:05:11,944 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.450
2023-08-05 01:05:12,066 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.471
2023-08-05 01:05:12,182 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.503
2023-08-05 01:05:12,304 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.497
2023-08-05 01:05:12,421 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.500
2023-08-05 01:05:12,543 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.492
2023-08-05 01:05:12,661 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.529
2023-08-05 01:05:12,782 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.535
2023-08-05 01:05:12,899 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.565
2023-08-05 01:05:13,019 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.569
2023-08-05 01:05:13,136 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.598
2023-08-05 01:05:13,257 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.605
2023-08-05 01:05:13,374 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.592
2023-08-05 01:05:13,495 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.586
2023-08-05 01:05:13,613 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.583
2023-08-05 01:05:13,733 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.586
2023-08-05 01:05:13,850 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.587
2023-08-05 01:05:13,971 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.595
2023-08-05 01:05:14,089 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.602
2023-08-05 01:05:14,209 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.605
2023-08-05 01:05:14,326 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.584
2023-08-05 01:05:14,447 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.583
2023-08-05 01:05:14,564 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.593
2023-08-05 01:05:14,684 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.613
2023-08-05 01:05:14,800 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.614
2023-08-05 01:05:14,920 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.610
2023-08-05 01:05:15,038 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.605
2023-08-05 01:05:15,158 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.613
2023-08-05 01:05:15,274 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.625
2023-08-05 01:05:15,394 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.624
2023-08-05 01:05:15,512 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.625
2023-08-05 01:05:15,633 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-05 01:05:15,750 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-05 01:05:15,871 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-05 01:05:15,988 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-05 01:05:16,108 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.626
2023-08-05 01:05:16,225 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.623
2023-08-05 01:05:16,346 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-05 01:05:16,462 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-05 01:05:16,583 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.623
2023-08-05 01:05:16,700 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.623
2023-08-05 01:05:16,821 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.623
2023-08-05 01:05:16,939 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.624
2023-08-05 01:05:17,060 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.623
2023-08-05 01:05:17,178 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.624
2023-08-05 01:05:17,299 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.624
2023-08-05 01:05:17,416 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.623
2023-08-05 01:05:17,537 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.626
2023-08-05 01:05:17,654 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.628
2023-08-05 01:05:17,776 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.627
2023-08-05 01:05:17,894 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-05 01:05:18,014 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-05 01:05:18,131 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-05 01:05:18,251 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-05 01:05:18,368 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.629
2023-08-05 01:05:18,488 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.629
2023-08-05 01:05:18,604 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.634
2023-08-05 01:05:18,724 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.638
2023-08-05 01:05:18,840 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.637
2023-08-05 01:05:18,961 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.640
2023-08-05 01:05:19,078 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-05 01:05:19,199 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.638
2023-08-05 01:05:19,315 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.643
2023-08-05 01:05:19,436 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.645
2023-08-05 01:05:19,553 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.645
2023-08-05 01:05:19,673 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.644
2023-08-05 01:05:19,789 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.645
2023-08-05 01:05:19,910 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.644
2023-08-05 01:05:20,028 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.644
2023-08-05 01:05:20,149 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.645
2023-08-05 01:05:20,266 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.646
2023-08-05 01:05:20,386 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.646
2023-08-05 01:05:20,503 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.645
2023-08-05 01:05:20,623 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.646
2023-08-05 01:05:20,740 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.646
2023-08-05 01:05:20,859 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.646
2023-08-05 01:05:20,976 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.646
2023-08-05 01:05:21,096 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.646
2023-08-05 01:05:21,213 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.647
2023-08-05 01:05:21,334 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.648
2023-08-05 01:05:21,451 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.649
2023-08-05 01:05:21,571 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.649
2023-08-05 01:05:21,688 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.647
2023-08-05 01:05:21,808 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.644
2023-08-05 01:05:21,924 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.644
2023-08-05 01:05:22,046 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.645
2023-08-05 01:05:22,163 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.645
2023-08-05 01:05:22,285 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.644
2023-08-05 01:05:22,402 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.932, mIoU: 0.643
2023-08-05 01:05:22,523 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.644
2023-08-05 01:05:22,639 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.638
2023-08-05 01:05:22,760 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.637
2023-08-05 01:05:22,876 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.638
2023-08-05 01:05:22,997 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.638
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2023-08-05 01:05:23,708 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.638
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2023-08-05 01:06:09,747 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.942, mIoU: 0.641
2023-08-05 01:06:09,869 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.942, mIoU: 0.641
2023-08-05 01:06:09,986 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.942, mIoU: 0.641
2023-08-05 01:06:10,107 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.942, mIoU: 0.641
2023-08-05 01:06:10,224 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.641
2023-08-05 01:06:10,347 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.642
2023-08-05 01:06:10,463 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.942, mIoU: 0.642
2023-08-05 01:06:10,584 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.942, mIoU: 0.642
2023-08-05 01:06:10,701 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.642
2023-08-05 01:06:10,822 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.942, mIoU: 0.642
2023-08-05 01:06:10,938 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.942, mIoU: 0.642
2023-08-05 01:06:11,060 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.942, mIoU: 0.642
2023-08-05 01:06:11,176 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.642
2023-08-05 01:06:27,087 semantic_segmentation INFO: Iters: 28010/150000 || Lr: 0.016605 || Task Loss: 0.2782 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:56:11 || Estimated Time: 2 days, 8:20:27
2023-08-05 01:06:42,936 semantic_segmentation INFO: Iters: 28020/150000 || Lr: 0.016604 || Task Loss: 0.1816 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:20:07
2023-08-05 01:06:58,804 semantic_segmentation INFO: Iters: 28030/150000 || Lr: 0.016603 || Task Loss: 0.2894 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:56:43 || Estimated Time: 2 days, 8:19:47
2023-08-05 01:07:14,683 semantic_segmentation INFO: Iters: 28040/150000 || Lr: 0.016601 || Task Loss: 0.3014 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:56:59 || Estimated Time: 2 days, 8:19:28
2023-08-05 01:07:30,550 semantic_segmentation INFO: Iters: 28050/150000 || Lr: 0.016600 || Task Loss: 0.4278 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:15 || Estimated Time: 2 days, 8:19:08
2023-08-05 01:07:46,437 semantic_segmentation INFO: Iters: 28060/150000 || Lr: 0.016599 || Task Loss: 0.1666 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:30 || Estimated Time: 2 days, 8:18:48
2023-08-05 01:08:02,314 semantic_segmentation INFO: Iters: 28070/150000 || Lr: 0.016598 || Task Loss: 0.2060 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:46 || Estimated Time: 2 days, 8:18:28
2023-08-05 01:08:18,188 semantic_segmentation INFO: Iters: 28080/150000 || Lr: 0.016597 || Task Loss: 0.2454 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:58:02 || Estimated Time: 2 days, 8:18:08
2023-08-05 01:08:34,060 semantic_segmentation INFO: Iters: 28090/150000 || Lr: 0.016595 || Task Loss: 0.3341 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:58:18 || Estimated Time: 2 days, 8:17:48
2023-08-05 01:08:49,923 semantic_segmentation INFO: Iters: 28100/150000 || Lr: 0.016594 || Task Loss: 0.4211 || KD Loss: 0.2241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:58:34 || Estimated Time: 2 days, 8:17:28
2023-08-05 01:09:05,805 semantic_segmentation INFO: Iters: 28110/150000 || Lr: 0.016593 || Task Loss: 0.3277 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:58:50 || Estimated Time: 2 days, 8:17:08
2023-08-05 01:09:21,687 semantic_segmentation INFO: Iters: 28120/150000 || Lr: 0.016592 || Task Loss: 0.2634 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:59:06 || Estimated Time: 2 days, 8:16:48
2023-08-05 01:09:37,543 semantic_segmentation INFO: Iters: 28130/150000 || Lr: 0.016590 || Task Loss: 0.2501 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:59:22 || Estimated Time: 2 days, 8:16:29
2023-08-05 01:09:53,393 semantic_segmentation INFO: Iters: 28140/150000 || Lr: 0.016589 || Task Loss: 0.2015 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:59:37 || Estimated Time: 2 days, 8:16:09
2023-08-05 01:10:09,214 semantic_segmentation INFO: Iters: 28150/150000 || Lr: 0.016588 || Task Loss: 0.2368 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:59:53 || Estimated Time: 2 days, 8:15:48
2023-08-05 01:10:25,047 semantic_segmentation INFO: Iters: 28160/150000 || Lr: 0.016587 || Task Loss: 0.3500 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:00:09 || Estimated Time: 2 days, 8:15:28
2023-08-05 01:10:40,870 semantic_segmentation INFO: Iters: 28170/150000 || Lr: 0.016586 || Task Loss: 0.2582 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:00:25 || Estimated Time: 2 days, 8:15:08
2023-08-05 01:10:56,697 semantic_segmentation INFO: Iters: 28180/150000 || Lr: 0.016584 || Task Loss: 0.3627 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:00:41 || Estimated Time: 2 days, 8:14:48
2023-08-05 01:11:12,511 semantic_segmentation INFO: Iters: 28190/150000 || Lr: 0.016583 || Task Loss: 0.2767 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:14:28
2023-08-05 01:11:28,320 semantic_segmentation INFO: Iters: 28200/150000 || Lr: 0.016582 || Task Loss: 0.2096 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:01:12 || Estimated Time: 2 days, 8:14:08
2023-08-05 01:11:44,138 semantic_segmentation INFO: Iters: 28210/150000 || Lr: 0.016581 || Task Loss: 0.2499 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:01:28 || Estimated Time: 2 days, 8:13:48
2023-08-05 01:11:59,958 semantic_segmentation INFO: Iters: 28220/150000 || Lr: 0.016579 || Task Loss: 0.2665 || KD Loss: 0.2465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:01:44 || Estimated Time: 2 days, 8:13:28
2023-08-05 01:12:15,792 semantic_segmentation INFO: Iters: 28230/150000 || Lr: 0.016578 || Task Loss: 0.2752 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:02:00 || Estimated Time: 2 days, 8:13:08
2023-08-05 01:12:31,621 semantic_segmentation INFO: Iters: 28240/150000 || Lr: 0.016577 || Task Loss: 0.1785 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:02:16 || Estimated Time: 2 days, 8:12:48
2023-08-05 01:12:47,444 semantic_segmentation INFO: Iters: 28250/150000 || Lr: 0.016576 || Task Loss: 0.2505 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:02:31 || Estimated Time: 2 days, 8:12:28
2023-08-05 01:13:03,255 semantic_segmentation INFO: Iters: 28260/150000 || Lr: 0.016575 || Task Loss: 0.2784 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:02:47 || Estimated Time: 2 days, 8:12:08
2023-08-05 01:13:19,075 semantic_segmentation INFO: Iters: 28270/150000 || Lr: 0.016573 || Task Loss: 0.2354 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:03:03 || Estimated Time: 2 days, 8:11:48
2023-08-05 01:13:34,868 semantic_segmentation INFO: Iters: 28280/150000 || Lr: 0.016572 || Task Loss: 0.2003 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:03:19 || Estimated Time: 2 days, 8:11:27
2023-08-05 01:13:50,662 semantic_segmentation INFO: Iters: 28290/150000 || Lr: 0.016571 || Task Loss: 0.2582 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:03:35 || Estimated Time: 2 days, 8:11:07
2023-08-05 01:14:06,457 semantic_segmentation INFO: Iters: 28300/150000 || Lr: 0.016570 || Task Loss: 0.2768 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:10:47
2023-08-05 01:14:22,260 semantic_segmentation INFO: Iters: 28310/150000 || Lr: 0.016568 || Task Loss: 0.4074 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:06 || Estimated Time: 2 days, 8:10:27
2023-08-05 01:14:38,074 semantic_segmentation INFO: Iters: 28320/150000 || Lr: 0.016567 || Task Loss: 0.2606 || KD Loss: 0.1016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:22 || Estimated Time: 2 days, 8:10:07
2023-08-05 01:14:53,923 semantic_segmentation INFO: Iters: 28330/150000 || Lr: 0.016566 || Task Loss: 0.2662 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:38 || Estimated Time: 2 days, 8:09:47
2023-08-05 01:15:09,765 semantic_segmentation INFO: Iters: 28340/150000 || Lr: 0.016565 || Task Loss: 0.3387 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:54 || Estimated Time: 2 days, 8:09:27
2023-08-05 01:15:25,622 semantic_segmentation INFO: Iters: 28350/150000 || Lr: 0.016563 || Task Loss: 0.3151 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:10 || Estimated Time: 2 days, 8:09:07
2023-08-05 01:15:41,464 semantic_segmentation INFO: Iters: 28360/150000 || Lr: 0.016562 || Task Loss: 0.4285 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:26 || Estimated Time: 2 days, 8:08:47
2023-08-05 01:15:57,295 semantic_segmentation INFO: Iters: 28370/150000 || Lr: 0.016561 || Task Loss: 0.4445 || KD Loss: 0.1720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:41 || Estimated Time: 2 days, 8:08:27
2023-08-05 01:16:13,156 semantic_segmentation INFO: Iters: 28380/150000 || Lr: 0.016560 || Task Loss: 0.3569 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:57 || Estimated Time: 2 days, 8:08:07
2023-08-05 01:16:29,024 semantic_segmentation INFO: Iters: 28390/150000 || Lr: 0.016559 || Task Loss: 0.3955 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:06:13 || Estimated Time: 2 days, 8:07:48
2023-08-05 01:16:44,878 semantic_segmentation INFO: Iters: 28400/150000 || Lr: 0.016557 || Task Loss: 0.2501 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:06:29 || Estimated Time: 2 days, 8:07:28
2023-08-05 01:17:00,737 semantic_segmentation INFO: Iters: 28410/150000 || Lr: 0.016556 || Task Loss: 0.3049 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:06:45 || Estimated Time: 2 days, 8:07:08
2023-08-05 01:17:16,589 semantic_segmentation INFO: Iters: 28420/150000 || Lr: 0.016555 || Task Loss: 0.2821 || KD Loss: 0.1463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:07:01 || Estimated Time: 2 days, 8:06:48
2023-08-05 01:17:32,446 semantic_segmentation INFO: Iters: 28430/150000 || Lr: 0.016554 || Task Loss: 0.4088 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:07:16 || Estimated Time: 2 days, 8:06:28
2023-08-05 01:17:48,294 semantic_segmentation INFO: Iters: 28440/150000 || Lr: 0.016552 || Task Loss: 0.2321 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:07:32 || Estimated Time: 2 days, 8:06:08
2023-08-05 01:18:04,140 semantic_segmentation INFO: Iters: 28450/150000 || Lr: 0.016551 || Task Loss: 0.5507 || KD Loss: 0.2557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:07:48 || Estimated Time: 2 days, 8:05:48
2023-08-05 01:18:19,976 semantic_segmentation INFO: Iters: 28460/150000 || Lr: 0.016550 || Task Loss: 0.6611 || KD Loss: 0.3042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:05:28
2023-08-05 01:18:35,809 semantic_segmentation INFO: Iters: 28470/150000 || Lr: 0.016549 || Task Loss: 0.2165 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:08:20 || Estimated Time: 2 days, 8:05:08
2023-08-05 01:18:51,665 semantic_segmentation INFO: Iters: 28480/150000 || Lr: 0.016548 || Task Loss: 0.1518 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:08:36 || Estimated Time: 2 days, 8:04:49
2023-08-05 01:19:07,511 semantic_segmentation INFO: Iters: 28490/150000 || Lr: 0.016546 || Task Loss: 0.3916 || KD Loss: 0.1850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:08:52 || Estimated Time: 2 days, 8:04:29
2023-08-05 01:19:23,345 semantic_segmentation INFO: Iters: 28500/150000 || Lr: 0.016545 || Task Loss: 0.2106 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:09:07 || Estimated Time: 2 days, 8:04:09
2023-08-05 01:19:39,178 semantic_segmentation INFO: Iters: 28510/150000 || Lr: 0.016544 || Task Loss: 0.4119 || KD Loss: 0.1695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:09:23 || Estimated Time: 2 days, 8:03:49
2023-08-05 01:19:55,005 semantic_segmentation INFO: Iters: 28520/150000 || Lr: 0.016543 || Task Loss: 0.2369 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:09:39 || Estimated Time: 2 days, 8:03:29
2023-08-05 01:20:10,826 semantic_segmentation INFO: Iters: 28530/150000 || Lr: 0.016541 || Task Loss: 0.3424 || KD Loss: 0.1472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:09:55 || Estimated Time: 2 days, 8:03:09
2023-08-05 01:20:26,645 semantic_segmentation INFO: Iters: 28540/150000 || Lr: 0.016540 || Task Loss: 0.2722 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:10:11 || Estimated Time: 2 days, 8:02:49
2023-08-05 01:20:42,483 semantic_segmentation INFO: Iters: 28550/150000 || Lr: 0.016539 || Task Loss: 0.2328 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:10:27 || Estimated Time: 2 days, 8:02:29
2023-08-05 01:20:58,290 semantic_segmentation INFO: Iters: 28560/150000 || Lr: 0.016538 || Task Loss: 0.1839 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:10:42 || Estimated Time: 2 days, 8:02:09
2023-08-05 01:21:14,093 semantic_segmentation INFO: Iters: 28570/150000 || Lr: 0.016537 || Task Loss: 0.3918 || KD Loss: 0.1711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:10:58 || Estimated Time: 2 days, 8:01:49
2023-08-05 01:21:29,886 semantic_segmentation INFO: Iters: 28580/150000 || Lr: 0.016535 || Task Loss: 0.4222 || KD Loss: 0.1502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:14 || Estimated Time: 2 days, 8:01:29
2023-08-05 01:21:45,689 semantic_segmentation INFO: Iters: 28590/150000 || Lr: 0.016534 || Task Loss: 0.5206 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:30 || Estimated Time: 2 days, 8:01:09
2023-08-05 01:22:01,486 semantic_segmentation INFO: Iters: 28600/150000 || Lr: 0.016533 || Task Loss: 0.2114 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:46 || Estimated Time: 2 days, 8:00:49
2023-08-05 01:22:17,286 semantic_segmentation INFO: Iters: 28610/150000 || Lr: 0.016532 || Task Loss: 0.3315 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:00:29
2023-08-05 01:22:33,080 semantic_segmentation INFO: Iters: 28620/150000 || Lr: 0.016530 || Task Loss: 0.2812 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 8:00:09
2023-08-05 01:22:48,871 semantic_segmentation INFO: Iters: 28630/150000 || Lr: 0.016529 || Task Loss: 0.3124 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:12:33 || Estimated Time: 2 days, 7:59:48
2023-08-05 01:23:04,687 semantic_segmentation INFO: Iters: 28640/150000 || Lr: 0.016528 || Task Loss: 0.2424 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:12:49 || Estimated Time: 2 days, 7:59:29
2023-08-05 01:23:20,516 semantic_segmentation INFO: Iters: 28650/150000 || Lr: 0.016527 || Task Loss: 0.4992 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:05 || Estimated Time: 2 days, 7:59:09
2023-08-05 01:23:36,340 semantic_segmentation INFO: Iters: 28660/150000 || Lr: 0.016526 || Task Loss: 0.2998 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:20 || Estimated Time: 2 days, 7:58:49
2023-08-05 01:23:52,179 semantic_segmentation INFO: Iters: 28670/150000 || Lr: 0.016524 || Task Loss: 0.2661 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:36 || Estimated Time: 2 days, 7:58:29
2023-08-05 01:24:08,028 semantic_segmentation INFO: Iters: 28680/150000 || Lr: 0.016523 || Task Loss: 0.4309 || KD Loss: 0.1971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:52 || Estimated Time: 2 days, 7:58:09
2023-08-05 01:24:23,912 semantic_segmentation INFO: Iters: 28690/150000 || Lr: 0.016522 || Task Loss: 0.3462 || KD Loss: 0.1900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:14:08 || Estimated Time: 2 days, 7:57:49
2023-08-05 01:24:39,765 semantic_segmentation INFO: Iters: 28700/150000 || Lr: 0.016521 || Task Loss: 0.3292 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:14:24 || Estimated Time: 2 days, 7:57:30
2023-08-05 01:24:55,603 semantic_segmentation INFO: Iters: 28710/150000 || Lr: 0.016519 || Task Loss: 0.2552 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:14:40 || Estimated Time: 2 days, 7:57:10
2023-08-05 01:25:11,426 semantic_segmentation INFO: Iters: 28720/150000 || Lr: 0.016518 || Task Loss: 0.2532 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:14:55 || Estimated Time: 2 days, 7:56:50
2023-08-05 01:25:27,253 semantic_segmentation INFO: Iters: 28730/150000 || Lr: 0.016517 || Task Loss: 0.2314 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:11 || Estimated Time: 2 days, 7:56:30
2023-08-05 01:25:43,116 semantic_segmentation INFO: Iters: 28740/150000 || Lr: 0.016516 || Task Loss: 0.2287 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:27 || Estimated Time: 2 days, 7:56:10
2023-08-05 01:25:58,969 semantic_segmentation INFO: Iters: 28750/150000 || Lr: 0.016514 || Task Loss: 0.2716 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:43 || Estimated Time: 2 days, 7:55:50
2023-08-05 01:26:14,801 semantic_segmentation INFO: Iters: 28760/150000 || Lr: 0.016513 || Task Loss: 0.2964 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:59 || Estimated Time: 2 days, 7:55:30
2023-08-05 01:26:30,632 semantic_segmentation INFO: Iters: 28770/150000 || Lr: 0.016512 || Task Loss: 0.1423 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:16:15 || Estimated Time: 2 days, 7:55:11
2023-08-05 01:26:46,461 semantic_segmentation INFO: Iters: 28780/150000 || Lr: 0.016511 || Task Loss: 0.2651 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:16:30 || Estimated Time: 2 days, 7:54:51
2023-08-05 01:27:02,287 semantic_segmentation INFO: Iters: 28790/150000 || Lr: 0.016510 || Task Loss: 0.4242 || KD Loss: 0.1623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:16:46 || Estimated Time: 2 days, 7:54:31
2023-08-05 01:27:18,122 semantic_segmentation INFO: Iters: 28800/150000 || Lr: 0.016508 || Task Loss: 0.3186 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:17:02 || Estimated Time: 2 days, 7:54:11
2023-08-05 01:27:18,200 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 01:27:18,981 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.925, mIoU: 0.361
2023-08-05 01:27:19,108 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.952, mIoU: 0.465
2023-08-05 01:27:19,231 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.485
2023-08-05 01:27:19,347 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.514
2023-08-05 01:27:19,470 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.506
2023-08-05 01:27:19,587 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.506
2023-08-05 01:27:19,708 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.513
2023-08-05 01:27:19,825 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.516
2023-08-05 01:27:19,947 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.562
2023-08-05 01:27:20,065 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.580
2023-08-05 01:27:20,186 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.583
2023-08-05 01:27:20,303 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.605
2023-08-05 01:27:20,424 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.617
2023-08-05 01:27:20,542 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.946, mIoU: 0.600
2023-08-05 01:27:20,662 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.601
2023-08-05 01:27:20,779 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.943, mIoU: 0.596
2023-08-05 01:27:20,900 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.601
2023-08-05 01:27:21,016 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.602
2023-08-05 01:27:21,136 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.607
2023-08-05 01:27:21,254 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.612
2023-08-05 01:27:21,375 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.616
2023-08-05 01:27:21,494 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.628
2023-08-05 01:27:21,614 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-05 01:27:21,732 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.636
2023-08-05 01:27:21,852 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-05 01:27:21,969 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 01:27:22,091 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.642
2023-08-05 01:27:22,209 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.639
2023-08-05 01:27:22,329 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.640
2023-08-05 01:27:22,446 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-05 01:27:22,566 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.626
2023-08-05 01:27:22,682 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-05 01:27:22,804 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-05 01:27:22,921 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.631
2023-08-05 01:27:23,041 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-05 01:27:23,157 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-05 01:27:23,278 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.627
2023-08-05 01:27:23,395 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.625
2023-08-05 01:27:23,515 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.627
2023-08-05 01:27:23,632 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.627
2023-08-05 01:27:23,752 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.628
2023-08-05 01:27:23,869 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.628
2023-08-05 01:27:23,990 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.629
2023-08-05 01:27:24,106 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-05 01:27:24,227 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.628
2023-08-05 01:27:24,346 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.630
2023-08-05 01:27:24,468 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.630
2023-08-05 01:27:24,586 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.628
2023-08-05 01:27:24,706 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.633
2023-08-05 01:27:24,823 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.635
2023-08-05 01:27:24,944 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.635
2023-08-05 01:27:25,063 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.644
2023-08-05 01:27:25,183 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 01:27:25,300 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 01:27:25,421 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 01:27:25,537 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.645
2023-08-05 01:27:25,656 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.645
2023-08-05 01:27:25,773 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.651
2023-08-05 01:27:25,895 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.654
2023-08-05 01:27:26,011 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.653
2023-08-05 01:27:26,132 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 01:27:26,249 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 01:27:26,370 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.653
2023-08-05 01:27:26,487 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:27:26,608 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.658
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2023-08-05 01:27:26,846 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.656
2023-08-05 01:27:26,965 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.658
2023-08-05 01:27:27,084 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.656
2023-08-05 01:27:27,202 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.656
2023-08-05 01:27:27,324 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.657
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2023-08-05 01:27:27,562 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.651
2023-08-05 01:27:27,679 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.650
2023-08-05 01:27:27,799 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-05 01:27:27,917 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:27:28,037 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.651
2023-08-05 01:27:28,153 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.651
2023-08-05 01:27:28,273 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.651
2023-08-05 01:27:28,390 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-05 01:27:28,511 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.654
2023-08-05 01:27:28,628 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.654
2023-08-05 01:27:28,748 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.654
2023-08-05 01:27:28,864 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.654
2023-08-05 01:27:28,985 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.651
2023-08-05 01:27:29,102 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.651
2023-08-05 01:27:29,223 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.651
2023-08-05 01:27:29,340 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.651
2023-08-05 01:27:29,461 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.651
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2023-08-05 01:27:29,699 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.652
2023-08-05 01:27:29,816 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.653
2023-08-05 01:27:29,937 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.652
2023-08-05 01:27:30,053 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.653
2023-08-05 01:27:30,173 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.653
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2023-08-05 01:27:30,882 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.654
2023-08-05 01:27:31,000 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.653
2023-08-05 01:27:31,119 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:31,236 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:31,357 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:31,475 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:31,595 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:31,713 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.653
2023-08-05 01:27:31,835 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.653
2023-08-05 01:27:31,952 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.653
2023-08-05 01:27:32,073 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:32,190 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:32,311 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.652
2023-08-05 01:27:32,427 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.652
2023-08-05 01:27:32,548 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.651
2023-08-05 01:27:32,665 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.651
2023-08-05 01:27:32,785 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.656
2023-08-05 01:27:32,902 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.656
2023-08-05 01:27:33,023 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.653
2023-08-05 01:27:33,140 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.653
2023-08-05 01:27:33,261 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:33,378 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:33,499 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.652
2023-08-05 01:27:33,616 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.654
2023-08-05 01:27:33,736 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.653
2023-08-05 01:27:33,855 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.656
2023-08-05 01:27:33,976 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.658
2023-08-05 01:27:34,092 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 01:27:34,213 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.931, mIoU: 0.659
2023-08-05 01:27:34,330 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.659
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2023-08-05 01:27:34,689 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.658
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2023-08-05 01:27:34,926 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.658
2023-08-05 01:27:35,044 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.658
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2023-08-05 01:27:35,519 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.932, mIoU: 0.657
2023-08-05 01:27:35,639 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.932, mIoU: 0.658
2023-08-05 01:27:35,755 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.932, mIoU: 0.657
2023-08-05 01:27:35,876 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.932, mIoU: 0.656
2023-08-05 01:27:35,993 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.932, mIoU: 0.656
2023-08-05 01:27:36,113 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.932, mIoU: 0.656
2023-08-05 01:27:36,231 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.932, mIoU: 0.658
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2023-08-05 01:27:36,471 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.932, mIoU: 0.657
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2023-08-05 01:27:36,829 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.932, mIoU: 0.658
2023-08-05 01:27:36,947 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.932, mIoU: 0.657
2023-08-05 01:27:37,067 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.932, mIoU: 0.658
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2023-08-05 01:27:37,899 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.657
2023-08-05 01:27:38,020 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.932, mIoU: 0.656
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2023-08-05 01:27:38,257 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.932, mIoU: 0.653
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2023-08-05 01:27:39,088 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.933, mIoU: 0.653
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2023-08-05 01:28:07,375 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 01:28:07,497 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 01:28:07,614 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 01:28:07,736 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 01:28:07,854 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 01:28:07,976 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 01:28:08,094 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 01:28:08,215 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.940, mIoU: 0.666
2023-08-05 01:28:08,333 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.940, mIoU: 0.666
2023-08-05 01:28:08,454 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.940, mIoU: 0.666
2023-08-05 01:28:08,572 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.940, mIoU: 0.666
2023-08-05 01:28:08,692 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.940, mIoU: 0.666
2023-08-05 01:28:08,809 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.940, mIoU: 0.666
2023-08-05 01:28:08,930 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:09,048 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:09,170 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:09,287 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:09,409 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:09,527 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:09,647 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:09,764 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:09,885 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:10,003 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:10,124 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:10,241 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:10,362 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 01:28:10,480 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:10,601 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:10,717 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:10,839 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:10,957 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:11,078 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:11,195 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:11,316 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:11,433 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:11,554 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:11,671 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:11,792 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:11,911 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 01:28:12,033 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:12,150 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:12,272 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:12,389 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:12,511 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:12,628 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:12,749 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:12,865 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:12,987 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:13,105 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:13,227 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:13,343 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:13,464 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:13,578 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:13,700 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:13,817 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:13,938 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:14,056 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 01:28:14,176 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:14,293 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:14,415 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:14,533 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:14,653 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:14,770 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:14,891 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:15,008 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:15,129 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:15,247 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:15,365 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:15,483 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:15,604 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:15,722 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:15,844 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:15,962 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:16,084 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:16,201 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 01:28:16,322 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:16,438 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:16,560 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:16,677 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:16,798 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:16,915 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:17,037 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:17,154 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 01:28:17,275 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:17,392 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:17,514 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:17,630 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:17,751 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:17,869 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:17,990 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:18,107 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:18,227 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 01:28:18,344 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 01:28:34,241 semantic_segmentation INFO: Iters: 28810/150000 || Lr: 0.016507 || Task Loss: 0.2693 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:18:18 || Estimated Time: 2 days, 7:58:05
2023-08-05 01:28:50,043 semantic_segmentation INFO: Iters: 28820/150000 || Lr: 0.016506 || Task Loss: 0.2495 || KD Loss: 0.2000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:18:34 || Estimated Time: 2 days, 7:57:45
2023-08-05 01:29:05,895 semantic_segmentation INFO: Iters: 28830/150000 || Lr: 0.016505 || Task Loss: 0.2312 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:18:50 || Estimated Time: 2 days, 7:57:25
2023-08-05 01:29:21,750 semantic_segmentation INFO: Iters: 28840/150000 || Lr: 0.016503 || Task Loss: 0.3832 || KD Loss: 0.1583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:19:06 || Estimated Time: 2 days, 7:57:05
2023-08-05 01:29:37,619 semantic_segmentation INFO: Iters: 28850/150000 || Lr: 0.016502 || Task Loss: 0.1737 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:19:22 || Estimated Time: 2 days, 7:56:45
2023-08-05 01:29:53,488 semantic_segmentation INFO: Iters: 28860/150000 || Lr: 0.016501 || Task Loss: 0.2901 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:19:38 || Estimated Time: 2 days, 7:56:25
2023-08-05 01:30:09,346 semantic_segmentation INFO: Iters: 28870/150000 || Lr: 0.016500 || Task Loss: 0.2742 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:19:53 || Estimated Time: 2 days, 7:56:05
2023-08-05 01:30:25,190 semantic_segmentation INFO: Iters: 28880/150000 || Lr: 0.016499 || Task Loss: 0.1835 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:09 || Estimated Time: 2 days, 7:55:46
2023-08-05 01:30:41,051 semantic_segmentation INFO: Iters: 28890/150000 || Lr: 0.016497 || Task Loss: 0.2386 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:25 || Estimated Time: 2 days, 7:55:26
2023-08-05 01:30:56,898 semantic_segmentation INFO: Iters: 28900/150000 || Lr: 0.016496 || Task Loss: 0.3963 || KD Loss: 0.1855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:41 || Estimated Time: 2 days, 7:55:06
2023-08-05 01:31:12,725 semantic_segmentation INFO: Iters: 28910/150000 || Lr: 0.016495 || Task Loss: 0.2828 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:57 || Estimated Time: 2 days, 7:54:46
2023-08-05 01:31:28,556 semantic_segmentation INFO: Iters: 28920/150000 || Lr: 0.016494 || Task Loss: 0.2932 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:13 || Estimated Time: 2 days, 7:54:26
2023-08-05 01:31:44,374 semantic_segmentation INFO: Iters: 28930/150000 || Lr: 0.016492 || Task Loss: 0.3208 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:28 || Estimated Time: 2 days, 7:54:06
2023-08-05 01:32:00,196 semantic_segmentation INFO: Iters: 28940/150000 || Lr: 0.016491 || Task Loss: 0.3012 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:44 || Estimated Time: 2 days, 7:53:46
2023-08-05 01:32:16,010 semantic_segmentation INFO: Iters: 28950/150000 || Lr: 0.016490 || Task Loss: 0.3629 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:00 || Estimated Time: 2 days, 7:53:26
2023-08-05 01:32:31,840 semantic_segmentation INFO: Iters: 28960/150000 || Lr: 0.016489 || Task Loss: 0.4186 || KD Loss: 0.2706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:16 || Estimated Time: 2 days, 7:53:06
2023-08-05 01:32:47,667 semantic_segmentation INFO: Iters: 28970/150000 || Lr: 0.016488 || Task Loss: 0.2761 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:32 || Estimated Time: 2 days, 7:52:46
2023-08-05 01:33:03,505 semantic_segmentation INFO: Iters: 28980/150000 || Lr: 0.016486 || Task Loss: 0.2292 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:48 || Estimated Time: 2 days, 7:52:26
2023-08-05 01:33:19,333 semantic_segmentation INFO: Iters: 28990/150000 || Lr: 0.016485 || Task Loss: 0.3797 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:03 || Estimated Time: 2 days, 7:52:06
2023-08-05 01:33:35,167 semantic_segmentation INFO: Iters: 29000/150000 || Lr: 0.016484 || Task Loss: 0.2663 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:19 || Estimated Time: 2 days, 7:51:46
2023-08-05 01:33:50,992 semantic_segmentation INFO: Iters: 29010/150000 || Lr: 0.016483 || Task Loss: 0.6490 || KD Loss: 0.3007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:35 || Estimated Time: 2 days, 7:51:26
2023-08-05 01:34:06,825 semantic_segmentation INFO: Iters: 29020/150000 || Lr: 0.016481 || Task Loss: 0.4220 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:51 || Estimated Time: 2 days, 7:51:07
2023-08-05 01:34:22,694 semantic_segmentation INFO: Iters: 29030/150000 || Lr: 0.016480 || Task Loss: 0.3057 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:24:07 || Estimated Time: 2 days, 7:50:47
2023-08-05 01:34:38,577 semantic_segmentation INFO: Iters: 29040/150000 || Lr: 0.016479 || Task Loss: 0.1874 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:24:23 || Estimated Time: 2 days, 7:50:27
2023-08-05 01:34:54,460 semantic_segmentation INFO: Iters: 29050/150000 || Lr: 0.016478 || Task Loss: 0.2679 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:24:38 || Estimated Time: 2 days, 7:50:07
2023-08-05 01:35:10,331 semantic_segmentation INFO: Iters: 29060/150000 || Lr: 0.016476 || Task Loss: 0.4002 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:24:54 || Estimated Time: 2 days, 7:49:48
2023-08-05 01:35:26,198 semantic_segmentation INFO: Iters: 29070/150000 || Lr: 0.016475 || Task Loss: 0.3346 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:10 || Estimated Time: 2 days, 7:49:28
2023-08-05 01:35:42,058 semantic_segmentation INFO: Iters: 29080/150000 || Lr: 0.016474 || Task Loss: 0.2365 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:26 || Estimated Time: 2 days, 7:49:08
2023-08-05 01:35:57,905 semantic_segmentation INFO: Iters: 29090/150000 || Lr: 0.016473 || Task Loss: 0.2192 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:42 || Estimated Time: 2 days, 7:48:48
2023-08-05 01:36:13,730 semantic_segmentation INFO: Iters: 29100/150000 || Lr: 0.016472 || Task Loss: 0.2309 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:58 || Estimated Time: 2 days, 7:48:28
2023-08-05 01:36:29,545 semantic_segmentation INFO: Iters: 29110/150000 || Lr: 0.016470 || Task Loss: 0.2711 || KD Loss: 0.1363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:26:14 || Estimated Time: 2 days, 7:48:08
2023-08-05 01:36:45,376 semantic_segmentation INFO: Iters: 29120/150000 || Lr: 0.016469 || Task Loss: 0.3801 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:26:29 || Estimated Time: 2 days, 7:47:49
2023-08-05 01:37:01,190 semantic_segmentation INFO: Iters: 29130/150000 || Lr: 0.016468 || Task Loss: 0.4179 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0975|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:26:45 || Estimated Time: 2 days, 7:47:29
2023-08-05 01:37:17,005 semantic_segmentation INFO: Iters: 29140/150000 || Lr: 0.016467 || Task Loss: 0.2495 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:01 || Estimated Time: 2 days, 7:47:09
2023-08-05 01:37:32,828 semantic_segmentation INFO: Iters: 29150/150000 || Lr: 0.016465 || Task Loss: 0.3184 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:17 || Estimated Time: 2 days, 7:46:49
2023-08-05 01:37:48,674 semantic_segmentation INFO: Iters: 29160/150000 || Lr: 0.016464 || Task Loss: 0.2293 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:33 || Estimated Time: 2 days, 7:46:29
2023-08-05 01:38:04,499 semantic_segmentation INFO: Iters: 29170/150000 || Lr: 0.016463 || Task Loss: 0.3500 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:49 || Estimated Time: 2 days, 7:46:09
2023-08-05 01:38:20,332 semantic_segmentation INFO: Iters: 29180/150000 || Lr: 0.016462 || Task Loss: 0.2688 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:28:04 || Estimated Time: 2 days, 7:45:49
2023-08-05 01:38:36,150 semantic_segmentation INFO: Iters: 29190/150000 || Lr: 0.016461 || Task Loss: 0.4181 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:28:20 || Estimated Time: 2 days, 7:45:29
2023-08-05 01:38:51,986 semantic_segmentation INFO: Iters: 29200/150000 || Lr: 0.016459 || Task Loss: 0.3290 || KD Loss: 0.1499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:28:36 || Estimated Time: 2 days, 7:45:09
2023-08-05 01:39:07,794 semantic_segmentation INFO: Iters: 29210/150000 || Lr: 0.016458 || Task Loss: 0.2084 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:28:52 || Estimated Time: 2 days, 7:44:50
2023-08-05 01:39:23,596 semantic_segmentation INFO: Iters: 29220/150000 || Lr: 0.016457 || Task Loss: 0.2523 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:08 || Estimated Time: 2 days, 7:44:30
2023-08-05 01:39:39,365 semantic_segmentation INFO: Iters: 29230/150000 || Lr: 0.016456 || Task Loss: 0.2823 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:23 || Estimated Time: 2 days, 7:44:09
2023-08-05 01:39:55,158 semantic_segmentation INFO: Iters: 29240/150000 || Lr: 0.016454 || Task Loss: 0.4042 || KD Loss: 0.1152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:39 || Estimated Time: 2 days, 7:43:49
2023-08-05 01:40:10,968 semantic_segmentation INFO: Iters: 29250/150000 || Lr: 0.016453 || Task Loss: 0.2574 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:55 || Estimated Time: 2 days, 7:43:30
2023-08-05 01:40:26,786 semantic_segmentation INFO: Iters: 29260/150000 || Lr: 0.016452 || Task Loss: 0.2290 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 7:43:10
2023-08-05 01:40:42,611 semantic_segmentation INFO: Iters: 29270/150000 || Lr: 0.016451 || Task Loss: 0.3922 || KD Loss: 0.2360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:30:27 || Estimated Time: 2 days, 7:42:50
2023-08-05 01:40:58,434 semantic_segmentation INFO: Iters: 29280/150000 || Lr: 0.016449 || Task Loss: 0.2231 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:30:42 || Estimated Time: 2 days, 7:42:30
2023-08-05 01:41:14,257 semantic_segmentation INFO: Iters: 29290/150000 || Lr: 0.016448 || Task Loss: 0.5613 || KD Loss: 0.2259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:30:58 || Estimated Time: 2 days, 7:42:10
2023-08-05 01:41:30,104 semantic_segmentation INFO: Iters: 29300/150000 || Lr: 0.016447 || Task Loss: 0.5160 || KD Loss: 0.1977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:31:14 || Estimated Time: 2 days, 7:41:50
2023-08-05 01:41:45,967 semantic_segmentation INFO: Iters: 29310/150000 || Lr: 0.016446 || Task Loss: 0.3130 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:31:30 || Estimated Time: 2 days, 7:41:31
2023-08-05 01:42:01,827 semantic_segmentation INFO: Iters: 29320/150000 || Lr: 0.016445 || Task Loss: 0.3546 || KD Loss: 0.2348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:31:46 || Estimated Time: 2 days, 7:41:11
2023-08-05 01:42:17,670 semantic_segmentation INFO: Iters: 29330/150000 || Lr: 0.016443 || Task Loss: 0.4034 || KD Loss: 0.1822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:02 || Estimated Time: 2 days, 7:40:51
2023-08-05 01:42:33,550 semantic_segmentation INFO: Iters: 29340/150000 || Lr: 0.016442 || Task Loss: 0.2528 || KD Loss: 0.1170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:18 || Estimated Time: 2 days, 7:40:31
2023-08-05 01:42:49,421 semantic_segmentation INFO: Iters: 29350/150000 || Lr: 0.016441 || Task Loss: 0.3339 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:33 || Estimated Time: 2 days, 7:40:12
2023-08-05 01:43:05,269 semantic_segmentation INFO: Iters: 29360/150000 || Lr: 0.016440 || Task Loss: 0.3375 || KD Loss: 0.1563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:49 || Estimated Time: 2 days, 7:39:52
2023-08-05 01:43:21,130 semantic_segmentation INFO: Iters: 29370/150000 || Lr: 0.016438 || Task Loss: 0.3321 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:33:05 || Estimated Time: 2 days, 7:39:32
2023-08-05 01:43:36,965 semantic_segmentation INFO: Iters: 29380/150000 || Lr: 0.016437 || Task Loss: 0.3476 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:33:21 || Estimated Time: 2 days, 7:39:13
2023-08-05 01:43:52,791 semantic_segmentation INFO: Iters: 29390/150000 || Lr: 0.016436 || Task Loss: 0.3159 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:33:37 || Estimated Time: 2 days, 7:38:53
2023-08-05 01:44:08,624 semantic_segmentation INFO: Iters: 29400/150000 || Lr: 0.016435 || Task Loss: 0.2376 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:33:53 || Estimated Time: 2 days, 7:38:33
2023-08-05 01:44:24,451 semantic_segmentation INFO: Iters: 29410/150000 || Lr: 0.016434 || Task Loss: 0.2731 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:08 || Estimated Time: 2 days, 7:38:13
2023-08-05 01:44:40,267 semantic_segmentation INFO: Iters: 29420/150000 || Lr: 0.016432 || Task Loss: 0.1863 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:24 || Estimated Time: 2 days, 7:37:53
2023-08-05 01:44:56,088 semantic_segmentation INFO: Iters: 29430/150000 || Lr: 0.016431 || Task Loss: 0.6388 || KD Loss: 0.3599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:40 || Estimated Time: 2 days, 7:37:33
2023-08-05 01:45:11,918 semantic_segmentation INFO: Iters: 29440/150000 || Lr: 0.016430 || Task Loss: 0.4280 || KD Loss: 0.1620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:56 || Estimated Time: 2 days, 7:37:14
2023-08-05 01:45:27,742 semantic_segmentation INFO: Iters: 29450/150000 || Lr: 0.016429 || Task Loss: 0.4365 || KD Loss: 0.1689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:35:12 || Estimated Time: 2 days, 7:36:54
2023-08-05 01:45:43,573 semantic_segmentation INFO: Iters: 29460/150000 || Lr: 0.016427 || Task Loss: 0.4146 || KD Loss: 0.2262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:35:28 || Estimated Time: 2 days, 7:36:34
2023-08-05 01:45:59,431 semantic_segmentation INFO: Iters: 29470/150000 || Lr: 0.016426 || Task Loss: 0.6906 || KD Loss: 0.4586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:35:43 || Estimated Time: 2 days, 7:36:14
2023-08-05 01:46:15,265 semantic_segmentation INFO: Iters: 29480/150000 || Lr: 0.016425 || Task Loss: 0.3669 || KD Loss: 0.1615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:35:59 || Estimated Time: 2 days, 7:35:55
2023-08-05 01:46:31,087 semantic_segmentation INFO: Iters: 29490/150000 || Lr: 0.016424 || Task Loss: 0.3988 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:36:15 || Estimated Time: 2 days, 7:35:35
2023-08-05 01:46:46,898 semantic_segmentation INFO: Iters: 29500/150000 || Lr: 0.016423 || Task Loss: 0.3848 || KD Loss: 0.1390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:36:31 || Estimated Time: 2 days, 7:35:15
2023-08-05 01:47:02,723 semantic_segmentation INFO: Iters: 29510/150000 || Lr: 0.016421 || Task Loss: 0.3275 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:36:47 || Estimated Time: 2 days, 7:34:55
2023-08-05 01:47:18,528 semantic_segmentation INFO: Iters: 29520/150000 || Lr: 0.016420 || Task Loss: 0.6307 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:37:03 || Estimated Time: 2 days, 7:34:35
2023-08-05 01:47:34,332 semantic_segmentation INFO: Iters: 29530/150000 || Lr: 0.016419 || Task Loss: 0.2984 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:37:18 || Estimated Time: 2 days, 7:34:15
2023-08-05 01:47:50,159 semantic_segmentation INFO: Iters: 29540/150000 || Lr: 0.016418 || Task Loss: 0.5620 || KD Loss: 0.3933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:37:34 || Estimated Time: 2 days, 7:33:56
2023-08-05 01:48:06,008 semantic_segmentation INFO: Iters: 29550/150000 || Lr: 0.016416 || Task Loss: 0.4844 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:37:50 || Estimated Time: 2 days, 7:33:36
2023-08-05 01:48:21,844 semantic_segmentation INFO: Iters: 29560/150000 || Lr: 0.016415 || Task Loss: 0.1969 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:38:06 || Estimated Time: 2 days, 7:33:16
2023-08-05 01:48:37,662 semantic_segmentation INFO: Iters: 29570/150000 || Lr: 0.016414 || Task Loss: 0.3786 || KD Loss: 0.1617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 7:32:56
2023-08-05 01:48:53,518 semantic_segmentation INFO: Iters: 29580/150000 || Lr: 0.016413 || Task Loss: 0.2335 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:38:38 || Estimated Time: 2 days, 7:32:37
2023-08-05 01:49:09,376 semantic_segmentation INFO: Iters: 29590/150000 || Lr: 0.016411 || Task Loss: 0.2522 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:38:53 || Estimated Time: 2 days, 7:32:17
2023-08-05 01:49:25,221 semantic_segmentation INFO: Iters: 29600/150000 || Lr: 0.016410 || Task Loss: 0.2881 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:39:09 || Estimated Time: 2 days, 7:31:57
2023-08-05 01:49:25,301 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 01:49:26,122 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.944, mIoU: 0.374
2023-08-05 01:49:26,247 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.464
2023-08-05 01:49:26,368 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.478
2023-08-05 01:49:26,485 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.512
2023-08-05 01:49:26,606 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.496
2023-08-05 01:49:26,723 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.493
2023-08-05 01:49:26,844 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.483
2023-08-05 01:49:26,961 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.500
2023-08-05 01:49:27,084 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.510
2023-08-05 01:49:27,201 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.539
2023-08-05 01:49:27,322 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.548
2023-08-05 01:49:27,438 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.585
2023-08-05 01:49:27,558 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.591
2023-08-05 01:49:27,674 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.584
2023-08-05 01:49:27,795 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.591
2023-08-05 01:49:27,914 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.585
2023-08-05 01:49:28,037 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.584
2023-08-05 01:49:28,154 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.590
2023-08-05 01:49:28,274 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.597
2023-08-05 01:49:28,393 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.603
2023-08-05 01:49:28,513 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.604
2023-08-05 01:49:28,630 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.932, mIoU: 0.588
2023-08-05 01:49:28,751 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.933, mIoU: 0.593
2023-08-05 01:49:28,868 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.600
2023-08-05 01:49:28,989 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.616
2023-08-05 01:49:29,105 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-05 01:49:29,226 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.610
2023-08-05 01:49:29,343 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.605
2023-08-05 01:49:29,462 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.611
2023-08-05 01:49:29,578 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.619
2023-08-05 01:49:29,698 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.617
2023-08-05 01:49:29,815 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.617
2023-08-05 01:49:29,936 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.620
2023-08-05 01:49:30,052 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.620
2023-08-05 01:49:30,173 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.622
2023-08-05 01:49:30,290 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.622
2023-08-05 01:49:30,411 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-05 01:49:30,527 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-05 01:49:30,647 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.613
2023-08-05 01:49:30,763 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.614
2023-08-05 01:49:30,884 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.617
2023-08-05 01:49:31,001 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.617
2023-08-05 01:49:31,122 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.618
2023-08-05 01:49:31,239 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.620
2023-08-05 01:49:31,360 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.618
2023-08-05 01:49:31,478 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.932, mIoU: 0.618
2023-08-05 01:49:31,599 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.619
2023-08-05 01:49:31,717 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.933, mIoU: 0.619
2023-08-05 01:49:31,838 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-05 01:49:31,955 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.627
2023-08-05 01:49:32,076 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.628
2023-08-05 01:49:32,194 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.633
2023-08-05 01:49:32,313 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.630
2023-08-05 01:49:32,430 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.625
2023-08-05 01:49:32,550 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.624
2023-08-05 01:49:32,667 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.633
2023-08-05 01:49:32,787 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.634
2023-08-05 01:49:32,905 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.639
2023-08-05 01:49:33,025 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.644
2023-08-05 01:49:33,140 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.643
2023-08-05 01:49:33,261 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.644
2023-08-05 01:49:33,378 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.646
2023-08-05 01:49:33,499 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.645
2023-08-05 01:49:33,615 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.650
2023-08-05 01:49:33,737 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.650
2023-08-05 01:49:33,854 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.650
2023-08-05 01:49:33,974 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.649
2023-08-05 01:49:34,090 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.650
2023-08-05 01:49:34,211 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.648
2023-08-05 01:49:34,328 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.648
2023-08-05 01:49:34,449 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.649
2023-08-05 01:49:34,565 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.648
2023-08-05 01:49:34,686 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.647
2023-08-05 01:49:34,803 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.646
2023-08-05 01:49:34,924 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.648
2023-08-05 01:49:35,040 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.648
2023-08-05 01:49:35,160 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.648
2023-08-05 01:49:35,276 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.648
2023-08-05 01:49:35,396 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.647
2023-08-05 01:49:35,513 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.649
2023-08-05 01:49:35,633 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.651
2023-08-05 01:49:35,750 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.651
2023-08-05 01:49:35,871 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.651
2023-08-05 01:49:35,988 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.650
2023-08-05 01:49:36,108 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:36,226 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:36,347 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:36,464 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:36,585 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.647
2023-08-05 01:49:36,702 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.646
2023-08-05 01:49:36,823 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.647
2023-08-05 01:49:36,939 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.648
2023-08-05 01:49:37,059 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.648
2023-08-05 01:49:37,176 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.648
2023-08-05 01:49:37,296 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.649
2023-08-05 01:49:37,412 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.648
2023-08-05 01:49:37,533 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.927, mIoU: 0.648
2023-08-05 01:49:37,649 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.648
2023-08-05 01:49:37,770 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.648
2023-08-05 01:49:37,888 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.648
2023-08-05 01:49:38,008 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.648
2023-08-05 01:49:38,124 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.646
2023-08-05 01:49:38,244 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.647
2023-08-05 01:49:38,362 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.647
2023-08-05 01:49:38,483 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.647
2023-08-05 01:49:38,600 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:38,721 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:38,838 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:38,959 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:39,075 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.646
2023-08-05 01:49:39,196 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.646
2023-08-05 01:49:39,312 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.647
2023-08-05 01:49:39,434 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.646
2023-08-05 01:49:39,551 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.646
2023-08-05 01:49:39,673 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.646
2023-08-05 01:49:39,789 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.646
2023-08-05 01:49:39,911 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.648
2023-08-05 01:49:40,027 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:40,148 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:40,265 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.647
2023-08-05 01:49:40,386 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.646
2023-08-05 01:49:40,504 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.646
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2023-08-05 01:49:41,099 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.652
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2023-08-05 01:49:41,453 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.653
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2023-08-05 01:50:03,780 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:03,898 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:04,011 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-05 01:50:04,131 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-05 01:50:04,248 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.929, mIoU: 0.640
2023-08-05 01:50:04,368 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-05 01:50:04,485 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.928, mIoU: 0.639
2023-08-05 01:50:04,605 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.928, mIoU: 0.639
2023-08-05 01:50:04,722 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.928, mIoU: 0.639
2023-08-05 01:50:04,844 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.928, mIoU: 0.639
2023-08-05 01:50:04,963 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-05 01:50:05,084 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-05 01:50:05,201 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.928, mIoU: 0.640
2023-08-05 01:50:05,323 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:05,441 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:05,561 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:05,677 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:05,799 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:05,917 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:06,037 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:06,155 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.929, mIoU: 0.641
2023-08-05 01:50:06,276 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.929, mIoU: 0.642
2023-08-05 01:50:06,395 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.929, mIoU: 0.642
2023-08-05 01:50:06,515 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.929, mIoU: 0.642
2023-08-05 01:50:06,632 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.930, mIoU: 0.643
2023-08-05 01:50:06,753 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.930, mIoU: 0.643
2023-08-05 01:50:06,870 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.930, mIoU: 0.643
2023-08-05 01:50:06,991 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.930, mIoU: 0.643
2023-08-05 01:50:07,107 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.930, mIoU: 0.643
2023-08-05 01:50:07,228 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.930, mIoU: 0.643
2023-08-05 01:50:07,345 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.930, mIoU: 0.643
2023-08-05 01:50:07,467 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.930, mIoU: 0.643
2023-08-05 01:50:07,584 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.930, mIoU: 0.644
2023-08-05 01:50:07,706 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:07,823 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:07,944 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.930, mIoU: 0.644
2023-08-05 01:50:08,061 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.930, mIoU: 0.644
2023-08-05 01:50:08,184 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:08,302 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:08,424 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:08,541 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:08,663 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:08,781 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.931, mIoU: 0.645
2023-08-05 01:50:08,902 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:09,019 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:09,141 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 01:50:09,259 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.931, mIoU: 0.645
2023-08-05 01:50:09,380 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.931, mIoU: 0.645
2023-08-05 01:50:09,498 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.931, mIoU: 0.645
2023-08-05 01:50:09,620 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.931, mIoU: 0.645
2023-08-05 01:50:09,737 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.931, mIoU: 0.646
2023-08-05 01:50:09,858 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.932, mIoU: 0.646
2023-08-05 01:50:09,976 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.932, mIoU: 0.646
2023-08-05 01:50:10,097 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.932, mIoU: 0.646
2023-08-05 01:50:10,214 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.932, mIoU: 0.647
2023-08-05 01:50:10,335 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.932, mIoU: 0.647
2023-08-05 01:50:10,454 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.932, mIoU: 0.647
2023-08-05 01:50:10,575 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.932, mIoU: 0.647
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2023-08-05 01:50:10,813 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.932, mIoU: 0.647
2023-08-05 01:50:10,931 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.932, mIoU: 0.647
2023-08-05 01:50:11,054 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.932, mIoU: 0.648
2023-08-05 01:50:11,171 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.932, mIoU: 0.648
2023-08-05 01:50:11,292 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.932, mIoU: 0.648
2023-08-05 01:50:11,410 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.933, mIoU: 0.648
2023-08-05 01:50:11,531 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.933, mIoU: 0.648
2023-08-05 01:50:11,648 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.933, mIoU: 0.648
2023-08-05 01:50:11,769 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.933, mIoU: 0.649
2023-08-05 01:50:11,886 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.933, mIoU: 0.650
2023-08-05 01:50:12,008 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.933, mIoU: 0.649
2023-08-05 01:50:12,126 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.933, mIoU: 0.650
2023-08-05 01:50:12,247 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.933, mIoU: 0.650
2023-08-05 01:50:12,364 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.933, mIoU: 0.650
2023-08-05 01:50:12,486 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.933, mIoU: 0.651
2023-08-05 01:50:12,603 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.933, mIoU: 0.651
2023-08-05 01:50:12,725 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.933, mIoU: 0.651
2023-08-05 01:50:12,842 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.933, mIoU: 0.651
2023-08-05 01:50:12,965 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.934, mIoU: 0.651
2023-08-05 01:50:13,082 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.934, mIoU: 0.651
2023-08-05 01:50:13,203 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.934, mIoU: 0.651
2023-08-05 01:50:13,320 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.934, mIoU: 0.651
2023-08-05 01:50:13,443 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.934, mIoU: 0.651
2023-08-05 01:50:13,560 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.934, mIoU: 0.651
2023-08-05 01:50:13,681 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.934, mIoU: 0.651
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2023-08-05 01:50:13,921 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.934, mIoU: 0.651
2023-08-05 01:50:14,038 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.934, mIoU: 0.651
2023-08-05 01:50:14,159 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.934, mIoU: 0.652
2023-08-05 01:50:14,276 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.934, mIoU: 0.652
2023-08-05 01:50:14,398 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.934, mIoU: 0.652
2023-08-05 01:50:14,515 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-05 01:50:14,636 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-05 01:50:14,753 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-05 01:50:14,875 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:14,993 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:15,114 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:15,231 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:15,352 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:15,471 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:15,591 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:15,709 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:15,830 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:15,948 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 01:50:16,068 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.935, mIoU: 0.654
2023-08-05 01:50:16,186 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.935, mIoU: 0.654
2023-08-05 01:50:16,308 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.935, mIoU: 0.654
2023-08-05 01:50:16,427 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.935, mIoU: 0.654
2023-08-05 01:50:16,547 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.935, mIoU: 0.654
2023-08-05 01:50:16,665 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 01:50:16,789 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 01:50:16,907 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 01:50:17,028 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 01:50:17,146 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 01:50:17,268 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 01:50:17,385 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 01:50:17,507 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 01:50:17,624 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 01:50:17,746 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:50:17,862 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:50:17,983 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:50:18,101 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:50:18,223 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:50:18,340 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:50:18,462 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:50:18,579 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:50:18,700 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 01:50:18,817 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 01:50:18,939 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 01:50:19,056 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 01:50:19,178 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 01:50:19,295 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 01:50:19,417 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 01:50:19,534 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.937, mIoU: 0.656
2023-08-05 01:50:19,657 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.937, mIoU: 0.656
2023-08-05 01:50:19,774 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 01:50:19,895 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.937, mIoU: 0.655
2023-08-05 01:50:20,011 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.937, mIoU: 0.656
2023-08-05 01:50:20,132 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.937, mIoU: 0.656
2023-08-05 01:50:20,250 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 01:50:20,370 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 01:50:20,488 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 01:50:20,609 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 01:50:20,723 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 01:50:20,844 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 01:50:20,963 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 01:50:21,084 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 01:50:21,201 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 01:50:21,322 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 01:50:21,441 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 01:50:21,562 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.659
2023-08-05 01:50:21,679 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.659
2023-08-05 01:50:21,801 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.659
2023-08-05 01:50:21,919 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:22,039 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:22,156 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:22,277 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:22,395 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:22,516 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:22,633 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:22,755 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:22,875 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:22,998 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:23,114 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:23,235 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:23,352 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:23,474 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:23,592 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:23,713 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:23,830 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 01:50:23,952 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.660
2023-08-05 01:50:24,068 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.660
2023-08-05 01:50:24,190 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.938, mIoU: 0.660
2023-08-05 01:50:24,307 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.938, mIoU: 0.660
2023-08-05 01:50:24,429 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-05 01:50:24,545 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-05 01:50:24,666 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-05 01:50:24,783 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.938, mIoU: 0.660
2023-08-05 01:50:24,904 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-05 01:50:25,021 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-05 01:50:25,142 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-05 01:50:25,259 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-05 01:50:25,381 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-05 01:50:25,497 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.939, mIoU: 0.661
2023-08-05 01:50:41,461 semantic_segmentation INFO: Iters: 29610/150000 || Lr: 0.016409 || Task Loss: 0.2136 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:40:26 || Estimated Time: 2 days, 7:35:43
2023-08-05 01:50:57,329 semantic_segmentation INFO: Iters: 29620/150000 || Lr: 0.016408 || Task Loss: 0.2969 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:40:41 || Estimated Time: 2 days, 7:35:23
2023-08-05 01:51:13,199 semantic_segmentation INFO: Iters: 29630/150000 || Lr: 0.016407 || Task Loss: 0.3975 || KD Loss: 0.1585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:40:57 || Estimated Time: 2 days, 7:35:04
2023-08-05 01:51:29,079 semantic_segmentation INFO: Iters: 29640/150000 || Lr: 0.016405 || Task Loss: 0.3454 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:41:13 || Estimated Time: 2 days, 7:34:44
2023-08-05 01:51:44,951 semantic_segmentation INFO: Iters: 29650/150000 || Lr: 0.016404 || Task Loss: 0.2588 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 7:34:24
2023-08-05 01:52:00,822 semantic_segmentation INFO: Iters: 29660/150000 || Lr: 0.016403 || Task Loss: 0.3373 || KD Loss: 0.1785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:41:45 || Estimated Time: 2 days, 7:34:05
2023-08-05 01:52:16,687 semantic_segmentation INFO: Iters: 29670/150000 || Lr: 0.016402 || Task Loss: 0.2892 || KD Loss: 0.1169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:01 || Estimated Time: 2 days, 7:33:45
2023-08-05 01:52:32,539 semantic_segmentation INFO: Iters: 29680/150000 || Lr: 0.016400 || Task Loss: 0.4077 || KD Loss: 0.1355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:17 || Estimated Time: 2 days, 7:33:25
2023-08-05 01:52:48,374 semantic_segmentation INFO: Iters: 29690/150000 || Lr: 0.016399 || Task Loss: 0.3202 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:32 || Estimated Time: 2 days, 7:33:06
2023-08-05 01:53:04,238 semantic_segmentation INFO: Iters: 29700/150000 || Lr: 0.016398 || Task Loss: 0.2463 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:48 || Estimated Time: 2 days, 7:32:46
2023-08-05 01:53:20,090 semantic_segmentation INFO: Iters: 29710/150000 || Lr: 0.016397 || Task Loss: 0.3048 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:43:04 || Estimated Time: 2 days, 7:32:26
2023-08-05 01:53:35,958 semantic_segmentation INFO: Iters: 29720/150000 || Lr: 0.016396 || Task Loss: 0.2691 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:43:20 || Estimated Time: 2 days, 7:32:06
2023-08-05 01:53:51,817 semantic_segmentation INFO: Iters: 29730/150000 || Lr: 0.016394 || Task Loss: 0.3351 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:43:36 || Estimated Time: 2 days, 7:31:47
2023-08-05 01:54:07,643 semantic_segmentation INFO: Iters: 29740/150000 || Lr: 0.016393 || Task Loss: 0.4549 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:43:52 || Estimated Time: 2 days, 7:31:27
2023-08-05 01:54:23,472 semantic_segmentation INFO: Iters: 29750/150000 || Lr: 0.016392 || Task Loss: 0.3358 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:44:08 || Estimated Time: 2 days, 7:31:07
2023-08-05 01:54:39,286 semantic_segmentation INFO: Iters: 29760/150000 || Lr: 0.016391 || Task Loss: 0.1703 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:44:23 || Estimated Time: 2 days, 7:30:47
2023-08-05 01:54:55,097 semantic_segmentation INFO: Iters: 29770/150000 || Lr: 0.016389 || Task Loss: 0.3074 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:44:39 || Estimated Time: 2 days, 7:30:27
2023-08-05 01:55:10,937 semantic_segmentation INFO: Iters: 29780/150000 || Lr: 0.016388 || Task Loss: 0.4460 || KD Loss: 0.1923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:44:55 || Estimated Time: 2 days, 7:30:07
2023-08-05 01:55:26,784 semantic_segmentation INFO: Iters: 29790/150000 || Lr: 0.016387 || Task Loss: 0.3387 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:45:11 || Estimated Time: 2 days, 7:29:48
2023-08-05 01:55:42,618 semantic_segmentation INFO: Iters: 29800/150000 || Lr: 0.016386 || Task Loss: 0.3269 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:45:27 || Estimated Time: 2 days, 7:29:28
2023-08-05 01:55:58,431 semantic_segmentation INFO: Iters: 29810/150000 || Lr: 0.016384 || Task Loss: 0.3357 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:45:42 || Estimated Time: 2 days, 7:29:08
2023-08-05 01:56:14,262 semantic_segmentation INFO: Iters: 29820/150000 || Lr: 0.016383 || Task Loss: 0.2962 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:45:58 || Estimated Time: 2 days, 7:28:48
2023-08-05 01:56:30,075 semantic_segmentation INFO: Iters: 29830/150000 || Lr: 0.016382 || Task Loss: 0.3646 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:46:14 || Estimated Time: 2 days, 7:28:28
2023-08-05 01:56:45,886 semantic_segmentation INFO: Iters: 29840/150000 || Lr: 0.016381 || Task Loss: 0.2983 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:46:30 || Estimated Time: 2 days, 7:28:09
2023-08-05 01:57:01,722 semantic_segmentation INFO: Iters: 29850/150000 || Lr: 0.016380 || Task Loss: 0.5475 || KD Loss: 0.2178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:46:46 || Estimated Time: 2 days, 7:27:49
2023-08-05 01:57:17,546 semantic_segmentation INFO: Iters: 29860/150000 || Lr: 0.016378 || Task Loss: 0.4403 || KD Loss: 0.2225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:02 || Estimated Time: 2 days, 7:27:29
2023-08-05 01:57:33,373 semantic_segmentation INFO: Iters: 29870/150000 || Lr: 0.016377 || Task Loss: 0.2139 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:17 || Estimated Time: 2 days, 7:27:09
2023-08-05 01:57:49,201 semantic_segmentation INFO: Iters: 29880/150000 || Lr: 0.016376 || Task Loss: 0.2671 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:33 || Estimated Time: 2 days, 7:26:49
2023-08-05 01:58:05,051 semantic_segmentation INFO: Iters: 29890/150000 || Lr: 0.016375 || Task Loss: 0.2325 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:49 || Estimated Time: 2 days, 7:26:30
2023-08-05 01:58:20,917 semantic_segmentation INFO: Iters: 29900/150000 || Lr: 0.016373 || Task Loss: 0.2655 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:05 || Estimated Time: 2 days, 7:26:10
2023-08-05 01:58:36,757 semantic_segmentation INFO: Iters: 29910/150000 || Lr: 0.016372 || Task Loss: 0.1649 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 7:25:50
2023-08-05 01:58:52,605 semantic_segmentation INFO: Iters: 29920/150000 || Lr: 0.016371 || Task Loss: 0.3068 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:37 || Estimated Time: 2 days, 7:25:31
2023-08-05 01:59:08,445 semantic_segmentation INFO: Iters: 29930/150000 || Lr: 0.016370 || Task Loss: 0.3954 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:52 || Estimated Time: 2 days, 7:25:11
2023-08-05 01:59:24,299 semantic_segmentation INFO: Iters: 29940/150000 || Lr: 0.016369 || Task Loss: 0.1765 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:49:08 || Estimated Time: 2 days, 7:24:51
2023-08-05 01:59:40,149 semantic_segmentation INFO: Iters: 29950/150000 || Lr: 0.016367 || Task Loss: 0.2036 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:49:24 || Estimated Time: 2 days, 7:24:31
2023-08-05 01:59:55,999 semantic_segmentation INFO: Iters: 29960/150000 || Lr: 0.016366 || Task Loss: 0.2182 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:49:40 || Estimated Time: 2 days, 7:24:12
2023-08-05 02:00:11,854 semantic_segmentation INFO: Iters: 29970/150000 || Lr: 0.016365 || Task Loss: 0.3124 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:49:56 || Estimated Time: 2 days, 7:23:52
2023-08-05 02:00:27,718 semantic_segmentation INFO: Iters: 29980/150000 || Lr: 0.016364 || Task Loss: 0.5326 || KD Loss: 0.3205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:12 || Estimated Time: 2 days, 7:23:33
2023-08-05 02:00:43,566 semantic_segmentation INFO: Iters: 29990/150000 || Lr: 0.016362 || Task Loss: 0.3126 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:28 || Estimated Time: 2 days, 7:23:13
2023-08-05 02:00:59,402 semantic_segmentation INFO: Iters: 30000/150000 || Lr: 0.016361 || Task Loss: 0.3920 || KD Loss: 0.1543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:43 || Estimated Time: 2 days, 7:22:53
2023-08-05 02:01:15,239 semantic_segmentation INFO: Iters: 30010/150000 || Lr: 0.016360 || Task Loss: 0.1580 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:59 || Estimated Time: 2 days, 7:22:33
2023-08-05 02:01:31,074 semantic_segmentation INFO: Iters: 30020/150000 || Lr: 0.016359 || Task Loss: 1.3117 || KD Loss: 0.7620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 7:22:14
2023-08-05 02:01:46,902 semantic_segmentation INFO: Iters: 30030/150000 || Lr: 0.016357 || Task Loss: 0.5154 || KD Loss: 0.2314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 7:21:54
2023-08-05 02:02:02,724 semantic_segmentation INFO: Iters: 30040/150000 || Lr: 0.016356 || Task Loss: 0.3338 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:51:47 || Estimated Time: 2 days, 7:21:34
2023-08-05 02:02:18,547 semantic_segmentation INFO: Iters: 30050/150000 || Lr: 0.016355 || Task Loss: 0.3933 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:52:03 || Estimated Time: 2 days, 7:21:14
2023-08-05 02:02:34,379 semantic_segmentation INFO: Iters: 30060/150000 || Lr: 0.016354 || Task Loss: 0.2884 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:52:18 || Estimated Time: 2 days, 7:20:55
2023-08-05 02:02:50,171 semantic_segmentation INFO: Iters: 30070/150000 || Lr: 0.016353 || Task Loss: 0.3971 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:52:34 || Estimated Time: 2 days, 7:20:35
2023-08-05 02:03:05,992 semantic_segmentation INFO: Iters: 30080/150000 || Lr: 0.016351 || Task Loss: 0.3077 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:52:50 || Estimated Time: 2 days, 7:20:15
2023-08-05 02:03:21,804 semantic_segmentation INFO: Iters: 30090/150000 || Lr: 0.016350 || Task Loss: 0.3805 || KD Loss: 0.1627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:06 || Estimated Time: 2 days, 7:19:55
2023-08-05 02:03:37,619 semantic_segmentation INFO: Iters: 30100/150000 || Lr: 0.016349 || Task Loss: 0.8707 || KD Loss: 0.3782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:22 || Estimated Time: 2 days, 7:19:35
2023-08-05 02:03:53,453 semantic_segmentation INFO: Iters: 30110/150000 || Lr: 0.016348 || Task Loss: 0.3167 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:37 || Estimated Time: 2 days, 7:19:16
2023-08-05 02:04:09,270 semantic_segmentation INFO: Iters: 30120/150000 || Lr: 0.016346 || Task Loss: 0.2945 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:53 || Estimated Time: 2 days, 7:18:56
2023-08-05 02:04:25,095 semantic_segmentation INFO: Iters: 30130/150000 || Lr: 0.016345 || Task Loss: 0.2808 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:09 || Estimated Time: 2 days, 7:18:36
2023-08-05 02:04:40,950 semantic_segmentation INFO: Iters: 30140/150000 || Lr: 0.016344 || Task Loss: 0.2657 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:25 || Estimated Time: 2 days, 7:18:17
2023-08-05 02:04:56,775 semantic_segmentation INFO: Iters: 30150/150000 || Lr: 0.016343 || Task Loss: 0.3432 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:41 || Estimated Time: 2 days, 7:17:57
2023-08-05 02:05:12,594 semantic_segmentation INFO: Iters: 30160/150000 || Lr: 0.016342 || Task Loss: 0.2526 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 7:17:37
2023-08-05 02:05:28,405 semantic_segmentation INFO: Iters: 30170/150000 || Lr: 0.016340 || Task Loss: 0.1774 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:12 || Estimated Time: 2 days, 7:17:17
2023-08-05 02:05:44,237 semantic_segmentation INFO: Iters: 30180/150000 || Lr: 0.016339 || Task Loss: 0.1881 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:28 || Estimated Time: 2 days, 7:16:58
2023-08-05 02:06:00,066 semantic_segmentation INFO: Iters: 30190/150000 || Lr: 0.016338 || Task Loss: 0.5433 || KD Loss: 0.1968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:44 || Estimated Time: 2 days, 7:16:38
2023-08-05 02:06:15,903 semantic_segmentation INFO: Iters: 30200/150000 || Lr: 0.016337 || Task Loss: 0.3469 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:56:00 || Estimated Time: 2 days, 7:16:18
2023-08-05 02:06:31,754 semantic_segmentation INFO: Iters: 30210/150000 || Lr: 0.016335 || Task Loss: 0.3523 || KD Loss: 0.1739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:56:16 || Estimated Time: 2 days, 7:15:59
2023-08-05 02:06:47,591 semantic_segmentation INFO: Iters: 30220/150000 || Lr: 0.016334 || Task Loss: 0.2467 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:56:32 || Estimated Time: 2 days, 7:15:39
2023-08-05 02:07:03,448 semantic_segmentation INFO: Iters: 30230/150000 || Lr: 0.016333 || Task Loss: 0.2541 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:56:47 || Estimated Time: 2 days, 7:15:19
2023-08-05 02:07:19,314 semantic_segmentation INFO: Iters: 30240/150000 || Lr: 0.016332 || Task Loss: 0.2602 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:03 || Estimated Time: 2 days, 7:15:00
2023-08-05 02:07:35,150 semantic_segmentation INFO: Iters: 30250/150000 || Lr: 0.016330 || Task Loss: 0.2168 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:19 || Estimated Time: 2 days, 7:14:40
2023-08-05 02:07:51,017 semantic_segmentation INFO: Iters: 30260/150000 || Lr: 0.016329 || Task Loss: 0.2977 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:35 || Estimated Time: 2 days, 7:14:21
2023-08-05 02:08:06,883 semantic_segmentation INFO: Iters: 30270/150000 || Lr: 0.016328 || Task Loss: 0.2151 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:51 || Estimated Time: 2 days, 7:14:01
2023-08-05 02:08:22,718 semantic_segmentation INFO: Iters: 30280/150000 || Lr: 0.016327 || Task Loss: 0.3304 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:58:07 || Estimated Time: 2 days, 7:13:41
2023-08-05 02:08:38,559 semantic_segmentation INFO: Iters: 30290/150000 || Lr: 0.016326 || Task Loss: 0.2731 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:58:23 || Estimated Time: 2 days, 7:13:22
2023-08-05 02:08:54,404 semantic_segmentation INFO: Iters: 30300/150000 || Lr: 0.016324 || Task Loss: 0.2504 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 7:13:02
2023-08-05 02:09:10,260 semantic_segmentation INFO: Iters: 30310/150000 || Lr: 0.016323 || Task Loss: 0.3093 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:58:54 || Estimated Time: 2 days, 7:12:43
2023-08-05 02:09:26,092 semantic_segmentation INFO: Iters: 30320/150000 || Lr: 0.016322 || Task Loss: 0.3057 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:10 || Estimated Time: 2 days, 7:12:23
2023-08-05 02:09:41,912 semantic_segmentation INFO: Iters: 30330/150000 || Lr: 0.016321 || Task Loss: 0.3273 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:26 || Estimated Time: 2 days, 7:12:03
2023-08-05 02:09:57,736 semantic_segmentation INFO: Iters: 30340/150000 || Lr: 0.016319 || Task Loss: 0.5047 || KD Loss: 0.1778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:42 || Estimated Time: 2 days, 7:11:44
2023-08-05 02:10:13,554 semantic_segmentation INFO: Iters: 30350/150000 || Lr: 0.016318 || Task Loss: 0.1687 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:58 || Estimated Time: 2 days, 7:11:24
2023-08-05 02:10:29,376 semantic_segmentation INFO: Iters: 30360/150000 || Lr: 0.016317 || Task Loss: 0.2764 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:00:13 || Estimated Time: 2 days, 7:11:04
2023-08-05 02:10:45,199 semantic_segmentation INFO: Iters: 30370/150000 || Lr: 0.016316 || Task Loss: 0.2456 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:00:29 || Estimated Time: 2 days, 7:10:44
2023-08-05 02:11:01,016 semantic_segmentation INFO: Iters: 30380/150000 || Lr: 0.016315 || Task Loss: 0.3008 || KD Loss: 0.1251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:00:45 || Estimated Time: 2 days, 7:10:25
2023-08-05 02:11:16,816 semantic_segmentation INFO: Iters: 30390/150000 || Lr: 0.016313 || Task Loss: 0.3889 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:01:01 || Estimated Time: 2 days, 7:10:05
2023-08-05 02:11:32,623 semantic_segmentation INFO: Iters: 30400/150000 || Lr: 0.016312 || Task Loss: 0.2656 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:01:17 || Estimated Time: 2 days, 7:09:45
2023-08-05 02:11:32,705 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 02:11:33,568 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.940, mIoU: 0.396
2023-08-05 02:11:33,686 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.466
2023-08-05 02:11:33,808 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.486
2023-08-05 02:11:33,924 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.513
2023-08-05 02:11:34,046 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.505
2023-08-05 02:11:34,164 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.501
2023-08-05 02:11:34,286 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.548
2023-08-05 02:11:34,404 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.582
2023-08-05 02:11:34,526 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.588
2023-08-05 02:11:34,642 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.614
2023-08-05 02:11:34,763 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.628
2023-08-05 02:11:34,879 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.640
2023-08-05 02:11:34,999 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.648
2023-08-05 02:11:35,116 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.942, mIoU: 0.639
2023-08-05 02:11:35,237 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.631
2023-08-05 02:11:35,355 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.624
2023-08-05 02:11:35,475 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.625
2023-08-05 02:11:35,591 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.626
2023-08-05 02:11:35,712 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.632
2023-08-05 02:11:35,830 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.638
2023-08-05 02:11:35,950 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.639
2023-08-05 02:11:36,067 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.610
2023-08-05 02:11:36,188 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.930, mIoU: 0.612
2023-08-05 02:11:36,306 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.620
2023-08-05 02:11:36,426 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.629
2023-08-05 02:11:36,542 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.632
2023-08-05 02:11:36,663 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.626
2023-08-05 02:11:36,780 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.623
2023-08-05 02:11:36,900 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.632
2023-08-05 02:11:37,016 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.631
2023-08-05 02:11:37,136 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.630
2023-08-05 02:11:37,253 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.628
2023-08-05 02:11:37,375 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.627
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2023-08-05 02:11:37,613 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.627
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2023-08-05 02:11:37,850 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.623
2023-08-05 02:11:37,967 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.622
2023-08-05 02:11:38,087 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-05 02:11:38,203 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.619
2023-08-05 02:11:38,324 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.621
2023-08-05 02:11:38,440 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.621
2023-08-05 02:11:38,561 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.622
2023-08-05 02:11:38,680 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.623
2023-08-05 02:11:38,801 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.620
2023-08-05 02:11:38,920 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.621
2023-08-05 02:11:39,041 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.620
2023-08-05 02:11:39,159 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.619
2023-08-05 02:11:39,280 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.623
2023-08-05 02:11:39,396 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-05 02:11:39,517 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.625
2023-08-05 02:11:39,634 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.633
2023-08-05 02:11:39,755 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.634
2023-08-05 02:11:39,872 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.637
2023-08-05 02:11:39,992 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.635
2023-08-05 02:11:40,108 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.638
2023-08-05 02:11:40,228 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.638
2023-08-05 02:11:40,345 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.645
2023-08-05 02:11:40,465 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.648
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2023-08-05 02:11:40,820 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.652
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2023-08-05 02:11:41,057 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.655
2023-08-05 02:11:41,178 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.658
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2023-08-05 02:11:42,007 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.654
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2023-08-05 02:11:43,074 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.655
2023-08-05 02:11:43,191 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.656
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2023-08-05 02:11:43,550 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.649
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2023-08-05 02:11:44,378 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.659
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2023-08-05 02:11:44,736 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.660
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2023-08-05 02:11:45,210 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.655
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2023-08-05 02:11:49,011 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.657
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2023-08-05 02:11:49,603 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.655
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2023-08-05 02:11:49,842 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.652
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2023-08-05 02:12:24,184 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 02:12:24,301 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 02:12:24,422 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 02:12:24,539 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 02:12:24,661 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 02:12:24,778 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 02:12:24,900 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 02:12:25,017 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 02:12:25,139 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 02:12:25,255 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 02:12:25,375 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 02:12:25,493 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 02:12:25,613 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 02:12:25,730 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 02:12:25,851 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 02:12:25,969 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 02:12:26,091 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 02:12:26,208 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 02:12:26,331 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 02:12:26,448 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 02:12:26,569 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 02:12:26,687 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 02:12:26,809 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 02:12:26,926 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 02:12:27,047 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 02:12:27,164 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 02:12:27,286 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.939, mIoU: 0.647
2023-08-05 02:12:27,402 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.939, mIoU: 0.647
2023-08-05 02:12:27,524 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 02:12:27,641 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.939, mIoU: 0.649
2023-08-05 02:12:27,763 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.939, mIoU: 0.649
2023-08-05 02:12:27,879 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.939, mIoU: 0.649
2023-08-05 02:12:28,001 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.939, mIoU: 0.649
2023-08-05 02:12:28,114 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-05 02:12:28,236 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-05 02:12:28,353 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-05 02:12:28,474 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:28,591 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:28,712 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:28,830 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:28,951 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:29,068 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:29,189 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:29,307 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:29,427 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:29,544 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:29,665 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:29,783 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:29,901 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:30,018 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:30,140 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:30,259 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:30,380 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:30,498 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:30,619 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:12:30,737 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 02:12:30,858 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 02:12:30,974 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 02:12:31,096 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 02:12:31,212 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 02:12:31,334 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 02:12:31,451 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 02:12:31,572 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 02:12:31,689 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 02:12:31,810 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 02:12:31,927 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 02:12:32,048 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 02:12:32,165 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 02:12:32,287 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 02:12:32,403 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 02:12:32,524 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 02:12:32,641 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 02:12:32,763 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 02:12:32,879 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 02:12:48,774 semantic_segmentation INFO: Iters: 30410/150000 || Lr: 0.016311 || Task Loss: 0.3304 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:02:33 || Estimated Time: 2 days, 7:13:23
2023-08-05 02:13:04,589 semantic_segmentation INFO: Iters: 30420/150000 || Lr: 0.016310 || Task Loss: 0.3551 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:02:49 || Estimated Time: 2 days, 7:13:03
2023-08-05 02:13:20,430 semantic_segmentation INFO: Iters: 30430/150000 || Lr: 0.016308 || Task Loss: 0.2413 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:03:04 || Estimated Time: 2 days, 7:12:43
2023-08-05 02:13:36,300 semantic_segmentation INFO: Iters: 30440/150000 || Lr: 0.016307 || Task Loss: 0.2392 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:03:20 || Estimated Time: 2 days, 7:12:24
2023-08-05 02:13:52,171 semantic_segmentation INFO: Iters: 30450/150000 || Lr: 0.016306 || Task Loss: 0.4166 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:03:36 || Estimated Time: 2 days, 7:12:04
2023-08-05 02:14:08,044 semantic_segmentation INFO: Iters: 30460/150000 || Lr: 0.016305 || Task Loss: 0.3214 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:03:52 || Estimated Time: 2 days, 7:11:45
2023-08-05 02:14:23,931 semantic_segmentation INFO: Iters: 30470/150000 || Lr: 0.016303 || Task Loss: 0.3861 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:08 || Estimated Time: 2 days, 7:11:25
2023-08-05 02:14:39,805 semantic_segmentation INFO: Iters: 30480/150000 || Lr: 0.016302 || Task Loss: 0.4157 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:24 || Estimated Time: 2 days, 7:11:05
2023-08-05 02:14:55,705 semantic_segmentation INFO: Iters: 30490/150000 || Lr: 0.016301 || Task Loss: 0.3962 || KD Loss: 0.2425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:40 || Estimated Time: 2 days, 7:10:46
2023-08-05 02:15:11,578 semantic_segmentation INFO: Iters: 30500/150000 || Lr: 0.016300 || Task Loss: 0.9134 || KD Loss: 0.4687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:56 || Estimated Time: 2 days, 7:10:26
2023-08-05 02:15:27,479 semantic_segmentation INFO: Iters: 30510/150000 || Lr: 0.016299 || Task Loss: 0.3101 || KD Loss: 0.1311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:05:12 || Estimated Time: 2 days, 7:10:07
2023-08-05 02:15:43,390 semantic_segmentation INFO: Iters: 30520/150000 || Lr: 0.016297 || Task Loss: 0.3169 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:05:27 || Estimated Time: 2 days, 7:09:48
2023-08-05 02:15:59,302 semantic_segmentation INFO: Iters: 30530/150000 || Lr: 0.016296 || Task Loss: 0.4309 || KD Loss: 0.1895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:05:43 || Estimated Time: 2 days, 7:09:28
2023-08-05 02:16:15,201 semantic_segmentation INFO: Iters: 30540/150000 || Lr: 0.016295 || Task Loss: 0.2657 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 7:09:09
2023-08-05 02:16:31,079 semantic_segmentation INFO: Iters: 30550/150000 || Lr: 0.016294 || Task Loss: 0.2930 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:15 || Estimated Time: 2 days, 7:08:49
2023-08-05 02:16:46,948 semantic_segmentation INFO: Iters: 30560/150000 || Lr: 0.016292 || Task Loss: 0.1971 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:31 || Estimated Time: 2 days, 7:08:30
2023-08-05 02:17:02,802 semantic_segmentation INFO: Iters: 30570/150000 || Lr: 0.016291 || Task Loss: 0.3392 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:47 || Estimated Time: 2 days, 7:08:10
2023-08-05 02:17:18,666 semantic_segmentation INFO: Iters: 30580/150000 || Lr: 0.016290 || Task Loss: 0.3156 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:07:03 || Estimated Time: 2 days, 7:07:51
2023-08-05 02:17:34,506 semantic_segmentation INFO: Iters: 30590/150000 || Lr: 0.016289 || Task Loss: 0.3323 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:07:19 || Estimated Time: 2 days, 7:07:31
2023-08-05 02:17:50,348 semantic_segmentation INFO: Iters: 30600/150000 || Lr: 0.016288 || Task Loss: 0.3420 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:07:34 || Estimated Time: 2 days, 7:07:11
2023-08-05 02:18:06,191 semantic_segmentation INFO: Iters: 30610/150000 || Lr: 0.016286 || Task Loss: 0.3629 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:07:50 || Estimated Time: 2 days, 7:06:52
2023-08-05 02:18:22,029 semantic_segmentation INFO: Iters: 30620/150000 || Lr: 0.016285 || Task Loss: 0.3765 || KD Loss: 0.2449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:08:06 || Estimated Time: 2 days, 7:06:32
2023-08-05 02:18:37,867 semantic_segmentation INFO: Iters: 30630/150000 || Lr: 0.016284 || Task Loss: 0.3829 || KD Loss: 0.2408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:08:22 || Estimated Time: 2 days, 7:06:12
2023-08-05 02:18:53,705 semantic_segmentation INFO: Iters: 30640/150000 || Lr: 0.016283 || Task Loss: 0.4475 || KD Loss: 0.2308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:08:38 || Estimated Time: 2 days, 7:05:53
2023-08-05 02:19:09,533 semantic_segmentation INFO: Iters: 30650/150000 || Lr: 0.016281 || Task Loss: 0.3108 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:08:54 || Estimated Time: 2 days, 7:05:33
2023-08-05 02:19:25,366 semantic_segmentation INFO: Iters: 30660/150000 || Lr: 0.016280 || Task Loss: 0.2530 || KD Loss: 0.2184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:09:09 || Estimated Time: 2 days, 7:05:13
2023-08-05 02:19:41,197 semantic_segmentation INFO: Iters: 30670/150000 || Lr: 0.016279 || Task Loss: 0.4224 || KD Loss: 0.1737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:09:25 || Estimated Time: 2 days, 7:04:54
2023-08-05 02:19:57,025 semantic_segmentation INFO: Iters: 30680/150000 || Lr: 0.016278 || Task Loss: 0.1900 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:09:41 || Estimated Time: 2 days, 7:04:34
2023-08-05 02:20:12,863 semantic_segmentation INFO: Iters: 30690/150000 || Lr: 0.016276 || Task Loss: 0.3038 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:09:57 || Estimated Time: 2 days, 7:04:14
2023-08-05 02:20:28,696 semantic_segmentation INFO: Iters: 30700/150000 || Lr: 0.016275 || Task Loss: 0.3546 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:10:13 || Estimated Time: 2 days, 7:03:55
2023-08-05 02:20:44,552 semantic_segmentation INFO: Iters: 30710/150000 || Lr: 0.016274 || Task Loss: 0.4427 || KD Loss: 0.2156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:10:29 || Estimated Time: 2 days, 7:03:35
2023-08-05 02:21:00,402 semantic_segmentation INFO: Iters: 30720/150000 || Lr: 0.016273 || Task Loss: 0.4373 || KD Loss: 0.2219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:10:44 || Estimated Time: 2 days, 7:03:15
2023-08-05 02:21:16,225 semantic_segmentation INFO: Iters: 30730/150000 || Lr: 0.016272 || Task Loss: 0.1942 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:00 || Estimated Time: 2 days, 7:02:56
2023-08-05 02:21:32,056 semantic_segmentation INFO: Iters: 30740/150000 || Lr: 0.016270 || Task Loss: 0.2619 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:16 || Estimated Time: 2 days, 7:02:36
2023-08-05 02:21:47,879 semantic_segmentation INFO: Iters: 30750/150000 || Lr: 0.016269 || Task Loss: 0.2466 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:32 || Estimated Time: 2 days, 7:02:16
2023-08-05 02:22:03,724 semantic_segmentation INFO: Iters: 30760/150000 || Lr: 0.016268 || Task Loss: 0.2030 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:48 || Estimated Time: 2 days, 7:01:57
2023-08-05 02:22:19,579 semantic_segmentation INFO: Iters: 30770/150000 || Lr: 0.016267 || Task Loss: 0.2660 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:12:04 || Estimated Time: 2 days, 7:01:37
2023-08-05 02:22:35,437 semantic_segmentation INFO: Iters: 30780/150000 || Lr: 0.016265 || Task Loss: 0.2421 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:12:19 || Estimated Time: 2 days, 7:01:18
2023-08-05 02:22:51,265 semantic_segmentation INFO: Iters: 30790/150000 || Lr: 0.016264 || Task Loss: 0.2564 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:12:35 || Estimated Time: 2 days, 7:00:58
2023-08-05 02:23:07,114 semantic_segmentation INFO: Iters: 30800/150000 || Lr: 0.016263 || Task Loss: 0.2928 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:12:51 || Estimated Time: 2 days, 7:00:38
2023-08-05 02:23:22,965 semantic_segmentation INFO: Iters: 30810/150000 || Lr: 0.016262 || Task Loss: 0.3043 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:13:07 || Estimated Time: 2 days, 7:00:19
2023-08-05 02:23:38,840 semantic_segmentation INFO: Iters: 30820/150000 || Lr: 0.016261 || Task Loss: 0.3909 || KD Loss: 0.2683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:13:23 || Estimated Time: 2 days, 6:59:59
2023-08-05 02:23:54,692 semantic_segmentation INFO: Iters: 30830/150000 || Lr: 0.016259 || Task Loss: 0.5487 || KD Loss: 0.2644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:13:39 || Estimated Time: 2 days, 6:59:40
2023-08-05 02:24:10,562 semantic_segmentation INFO: Iters: 30840/150000 || Lr: 0.016258 || Task Loss: 0.2355 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:13:55 || Estimated Time: 2 days, 6:59:20
2023-08-05 02:24:26,421 semantic_segmentation INFO: Iters: 30850/150000 || Lr: 0.016257 || Task Loss: 0.2249 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:10 || Estimated Time: 2 days, 6:59:01
2023-08-05 02:24:42,293 semantic_segmentation INFO: Iters: 30860/150000 || Lr: 0.016256 || Task Loss: 0.2473 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:26 || Estimated Time: 2 days, 6:58:41
2023-08-05 02:24:58,142 semantic_segmentation INFO: Iters: 30870/150000 || Lr: 0.016254 || Task Loss: 1.3465 || KD Loss: 0.9699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:42 || Estimated Time: 2 days, 6:58:22
2023-08-05 02:25:14,017 semantic_segmentation INFO: Iters: 30880/150000 || Lr: 0.016253 || Task Loss: 0.5062 || KD Loss: 0.2298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:58 || Estimated Time: 2 days, 6:58:02
2023-08-05 02:25:29,895 semantic_segmentation INFO: Iters: 30890/150000 || Lr: 0.016252 || Task Loss: 0.4703 || KD Loss: 0.2576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:15:14 || Estimated Time: 2 days, 6:57:43
2023-08-05 02:25:45,755 semantic_segmentation INFO: Iters: 30900/150000 || Lr: 0.016251 || Task Loss: 0.2319 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:15:30 || Estimated Time: 2 days, 6:57:23
2023-08-05 02:26:01,625 semantic_segmentation INFO: Iters: 30910/150000 || Lr: 0.016249 || Task Loss: 0.2799 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:15:46 || Estimated Time: 2 days, 6:57:04
2023-08-05 02:26:17,452 semantic_segmentation INFO: Iters: 30920/150000 || Lr: 0.016248 || Task Loss: 0.3668 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:16:01 || Estimated Time: 2 days, 6:56:44
2023-08-05 02:26:33,303 semantic_segmentation INFO: Iters: 30930/150000 || Lr: 0.016247 || Task Loss: 0.2701 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:16:17 || Estimated Time: 2 days, 6:56:25
2023-08-05 02:26:49,133 semantic_segmentation INFO: Iters: 30940/150000 || Lr: 0.016246 || Task Loss: 0.2077 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:56:05
2023-08-05 02:27:04,953 semantic_segmentation INFO: Iters: 30950/150000 || Lr: 0.016245 || Task Loss: 0.2690 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:16:49 || Estimated Time: 2 days, 6:55:45
2023-08-05 02:27:20,791 semantic_segmentation INFO: Iters: 30960/150000 || Lr: 0.016243 || Task Loss: 0.2702 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:05 || Estimated Time: 2 days, 6:55:26
2023-08-05 02:27:36,624 semantic_segmentation INFO: Iters: 30970/150000 || Lr: 0.016242 || Task Loss: 0.5438 || KD Loss: 0.2211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:21 || Estimated Time: 2 days, 6:55:06
2023-08-05 02:27:52,452 semantic_segmentation INFO: Iters: 30980/150000 || Lr: 0.016241 || Task Loss: 0.6132 || KD Loss: 0.2360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:36 || Estimated Time: 2 days, 6:54:47
2023-08-05 02:28:08,280 semantic_segmentation INFO: Iters: 30990/150000 || Lr: 0.016240 || Task Loss: 0.4643 || KD Loss: 0.1771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:52 || Estimated Time: 2 days, 6:54:27
2023-08-05 02:28:24,113 semantic_segmentation INFO: Iters: 31000/150000 || Lr: 0.016238 || Task Loss: 0.2580 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:18:08 || Estimated Time: 2 days, 6:54:07
2023-08-05 02:28:39,937 semantic_segmentation INFO: Iters: 31010/150000 || Lr: 0.016237 || Task Loss: 0.2550 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:18:24 || Estimated Time: 2 days, 6:53:48
2023-08-05 02:28:55,769 semantic_segmentation INFO: Iters: 31020/150000 || Lr: 0.016236 || Task Loss: 0.3151 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:18:40 || Estimated Time: 2 days, 6:53:28
2023-08-05 02:29:11,606 semantic_segmentation INFO: Iters: 31030/150000 || Lr: 0.016235 || Task Loss: 0.3292 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:18:56 || Estimated Time: 2 days, 6:53:09
2023-08-05 02:29:27,422 semantic_segmentation INFO: Iters: 31040/150000 || Lr: 0.016233 || Task Loss: 0.2668 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:19:11 || Estimated Time: 2 days, 6:52:49
2023-08-05 02:29:43,246 semantic_segmentation INFO: Iters: 31050/150000 || Lr: 0.016232 || Task Loss: 0.3123 || KD Loss: 0.1482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:19:27 || Estimated Time: 2 days, 6:52:29
2023-08-05 02:29:59,084 semantic_segmentation INFO: Iters: 31060/150000 || Lr: 0.016231 || Task Loss: 0.3260 || KD Loss: 0.1621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:19:43 || Estimated Time: 2 days, 6:52:10
2023-08-05 02:30:14,918 semantic_segmentation INFO: Iters: 31070/150000 || Lr: 0.016230 || Task Loss: 0.2212 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:19:59 || Estimated Time: 2 days, 6:51:50
2023-08-05 02:30:30,767 semantic_segmentation INFO: Iters: 31080/150000 || Lr: 0.016229 || Task Loss: 0.3496 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:20:15 || Estimated Time: 2 days, 6:51:31
2023-08-05 02:30:46,638 semantic_segmentation INFO: Iters: 31090/150000 || Lr: 0.016227 || Task Loss: 0.2600 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:20:31 || Estimated Time: 2 days, 6:51:11
2023-08-05 02:31:02,479 semantic_segmentation INFO: Iters: 31100/150000 || Lr: 0.016226 || Task Loss: 0.2218 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:50:52
2023-08-05 02:31:18,323 semantic_segmentation INFO: Iters: 31110/150000 || Lr: 0.016225 || Task Loss: 0.5068 || KD Loss: 0.3080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:02 || Estimated Time: 2 days, 6:50:32
2023-08-05 02:31:34,182 semantic_segmentation INFO: Iters: 31120/150000 || Lr: 0.016224 || Task Loss: 0.2275 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:18 || Estimated Time: 2 days, 6:50:13
2023-08-05 02:31:50,045 semantic_segmentation INFO: Iters: 31130/150000 || Lr: 0.016222 || Task Loss: 0.2740 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:34 || Estimated Time: 2 days, 6:49:53
2023-08-05 02:32:05,927 semantic_segmentation INFO: Iters: 31140/150000 || Lr: 0.016221 || Task Loss: 0.3453 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:50 || Estimated Time: 2 days, 6:49:34
2023-08-05 02:32:21,785 semantic_segmentation INFO: Iters: 31150/150000 || Lr: 0.016220 || Task Loss: 0.4151 || KD Loss: 0.1947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:06 || Estimated Time: 2 days, 6:49:15
2023-08-05 02:32:37,671 semantic_segmentation INFO: Iters: 31160/150000 || Lr: 0.016219 || Task Loss: 0.2730 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:22 || Estimated Time: 2 days, 6:48:55
2023-08-05 02:32:53,534 semantic_segmentation INFO: Iters: 31170/150000 || Lr: 0.016218 || Task Loss: 0.4427 || KD Loss: 0.1931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:38 || Estimated Time: 2 days, 6:48:36
2023-08-05 02:33:09,398 semantic_segmentation INFO: Iters: 31180/150000 || Lr: 0.016216 || Task Loss: 0.2672 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:53 || Estimated Time: 2 days, 6:48:16
2023-08-05 02:33:25,252 semantic_segmentation INFO: Iters: 31190/150000 || Lr: 0.016215 || Task Loss: 0.4084 || KD Loss: 0.2016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:23:09 || Estimated Time: 2 days, 6:47:57
2023-08-05 02:33:41,096 semantic_segmentation INFO: Iters: 31200/150000 || Lr: 0.016214 || Task Loss: 0.2668 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:23:25 || Estimated Time: 2 days, 6:47:37
2023-08-05 02:33:41,179 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 02:33:42,012 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.873, mIoU: 0.325
2023-08-05 02:33:42,134 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.912, mIoU: 0.422
2023-08-05 02:33:42,255 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.930, mIoU: 0.453
2023-08-05 02:33:42,372 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.936, mIoU: 0.485
2023-08-05 02:33:42,493 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.935, mIoU: 0.478
2023-08-05 02:33:42,610 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.924, mIoU: 0.476
2023-08-05 02:33:42,731 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.923, mIoU: 0.467
2023-08-05 02:33:42,848 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.923, mIoU: 0.469
2023-08-05 02:33:42,969 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.922, mIoU: 0.474
2023-08-05 02:33:43,086 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.921, mIoU: 0.504
2023-08-05 02:33:43,207 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.921, mIoU: 0.506
2023-08-05 02:33:43,323 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.916, mIoU: 0.534
2023-08-05 02:33:43,444 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.918, mIoU: 0.546
2023-08-05 02:33:43,561 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.916, mIoU: 0.537
2023-08-05 02:33:43,682 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.547
2023-08-05 02:33:43,798 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.917, mIoU: 0.545
2023-08-05 02:33:43,919 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.917, mIoU: 0.548
2023-08-05 02:33:44,037 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.918, mIoU: 0.547
2023-08-05 02:33:44,158 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.913, mIoU: 0.550
2023-08-05 02:33:44,275 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.912, mIoU: 0.557
2023-08-05 02:33:44,397 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.914, mIoU: 0.561
2023-08-05 02:33:44,515 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.910, mIoU: 0.562
2023-08-05 02:33:44,636 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.910, mIoU: 0.561
2023-08-05 02:33:44,754 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.907, mIoU: 0.569
2023-08-05 02:33:44,875 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.906, mIoU: 0.582
2023-08-05 02:33:44,992 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.907, mIoU: 0.586
2023-08-05 02:33:45,114 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.907, mIoU: 0.582
2023-08-05 02:33:45,231 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.577
2023-08-05 02:33:45,350 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.902, mIoU: 0.579
2023-08-05 02:33:45,466 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.901, mIoU: 0.582
2023-08-05 02:33:45,587 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.902, mIoU: 0.581
2023-08-05 02:33:45,704 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.900, mIoU: 0.578
2023-08-05 02:33:45,824 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.899, mIoU: 0.578
2023-08-05 02:33:45,941 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.899, mIoU: 0.578
2023-08-05 02:33:46,062 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.900, mIoU: 0.569
2023-08-05 02:33:46,179 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.900, mIoU: 0.569
2023-08-05 02:33:46,299 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.899, mIoU: 0.566
2023-08-05 02:33:46,417 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.899, mIoU: 0.566
2023-08-05 02:33:46,537 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.899, mIoU: 0.571
2023-08-05 02:33:46,654 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.900, mIoU: 0.572
2023-08-05 02:33:46,776 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.901, mIoU: 0.575
2023-08-05 02:33:46,894 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.901, mIoU: 0.574
2023-08-05 02:33:47,015 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.901, mIoU: 0.574
2023-08-05 02:33:47,133 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.901, mIoU: 0.572
2023-08-05 02:33:47,255 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.900, mIoU: 0.570
2023-08-05 02:33:47,373 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.901, mIoU: 0.569
2023-08-05 02:33:47,493 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.900, mIoU: 0.569
2023-08-05 02:33:47,611 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.901, mIoU: 0.568
2023-08-05 02:33:47,732 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.902, mIoU: 0.572
2023-08-05 02:33:47,850 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.575
2023-08-05 02:33:47,971 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.902, mIoU: 0.576
2023-08-05 02:33:48,089 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.901, mIoU: 0.582
2023-08-05 02:33:48,208 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.900, mIoU: 0.582
2023-08-05 02:33:48,324 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.900, mIoU: 0.583
2023-08-05 02:33:48,445 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.899, mIoU: 0.581
2023-08-05 02:33:48,562 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.899, mIoU: 0.587
2023-08-05 02:33:48,683 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.899, mIoU: 0.588
2023-08-05 02:33:48,800 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.900, mIoU: 0.594
2023-08-05 02:33:48,921 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.900, mIoU: 0.599
2023-08-05 02:33:49,038 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.900, mIoU: 0.597
2023-08-05 02:33:49,159 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.900, mIoU: 0.600
2023-08-05 02:33:49,277 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.900, mIoU: 0.601
2023-08-05 02:33:49,398 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.901, mIoU: 0.600
2023-08-05 02:33:49,514 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.902, mIoU: 0.604
2023-08-05 02:33:49,635 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.605
2023-08-05 02:33:49,752 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.606
2023-08-05 02:33:49,872 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.900, mIoU: 0.604
2023-08-05 02:33:49,989 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.900, mIoU: 0.605
2023-08-05 02:33:50,111 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.899, mIoU: 0.604
2023-08-05 02:33:50,228 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.899, mIoU: 0.604
2023-08-05 02:33:50,348 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.899, mIoU: 0.605
2023-08-05 02:33:50,464 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.899, mIoU: 0.604
2023-08-05 02:33:50,585 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.898, mIoU: 0.603
2023-08-05 02:33:50,702 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.898, mIoU: 0.602
2023-08-05 02:33:50,822 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.899, mIoU: 0.603
2023-08-05 02:33:50,939 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.899, mIoU: 0.603
2023-08-05 02:33:51,059 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.899, mIoU: 0.603
2023-08-05 02:33:51,176 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.900, mIoU: 0.604
2023-08-05 02:33:51,295 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.899, mIoU: 0.603
2023-08-05 02:33:51,412 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.900, mIoU: 0.604
2023-08-05 02:33:51,533 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.900, mIoU: 0.606
2023-08-05 02:33:51,651 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.900, mIoU: 0.606
2023-08-05 02:33:51,771 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.900, mIoU: 0.605
2023-08-05 02:33:51,888 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.897, mIoU: 0.601
2023-08-05 02:33:52,009 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.894, mIoU: 0.597
2023-08-05 02:33:52,127 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.893, mIoU: 0.596
2023-08-05 02:33:52,247 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.894, mIoU: 0.597
2023-08-05 02:33:52,364 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.894, mIoU: 0.596
2023-08-05 02:33:52,484 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.894, mIoU: 0.595
2023-08-05 02:33:52,601 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.894, mIoU: 0.595
2023-08-05 02:33:52,722 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.893, mIoU: 0.595
2023-08-05 02:33:52,839 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.891, mIoU: 0.585
2023-08-05 02:33:52,959 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.892, mIoU: 0.585
2023-08-05 02:33:53,076 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.892, mIoU: 0.585
2023-08-05 02:33:53,199 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.893, mIoU: 0.585
2023-08-05 02:33:53,314 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.894, mIoU: 0.586
2023-08-05 02:33:53,434 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.893, mIoU: 0.585
2023-08-05 02:33:53,551 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.893, mIoU: 0.584
2023-08-05 02:33:53,673 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.893, mIoU: 0.587
2023-08-05 02:33:53,790 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.893, mIoU: 0.587
2023-08-05 02:33:53,911 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.892, mIoU: 0.586
2023-08-05 02:33:54,027 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.892, mIoU: 0.585
2023-08-05 02:33:54,148 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.892, mIoU: 0.585
2023-08-05 02:33:54,266 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.892, mIoU: 0.585
2023-08-05 02:33:54,386 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.893, mIoU: 0.586
2023-08-05 02:33:54,503 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.893, mIoU: 0.586
2023-08-05 02:33:54,624 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.894, mIoU: 0.586
2023-08-05 02:33:54,741 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.894, mIoU: 0.587
2023-08-05 02:33:54,862 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.895, mIoU: 0.587
2023-08-05 02:33:54,978 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.894, mIoU: 0.585
2023-08-05 02:33:55,099 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.894, mIoU: 0.585
2023-08-05 02:33:55,215 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.894, mIoU: 0.585
2023-08-05 02:33:55,336 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.894, mIoU: 0.585
2023-08-05 02:33:55,453 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.894, mIoU: 0.585
2023-08-05 02:33:55,574 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.895, mIoU: 0.584
2023-08-05 02:33:55,692 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.895, mIoU: 0.584
2023-08-05 02:33:55,812 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.895, mIoU: 0.591
2023-08-05 02:33:55,928 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.895, mIoU: 0.594
2023-08-05 02:33:56,049 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.895, mIoU: 0.595
2023-08-05 02:33:56,166 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.895, mIoU: 0.595
2023-08-05 02:33:56,286 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.895, mIoU: 0.595
2023-08-05 02:33:56,405 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.895, mIoU: 0.595
2023-08-05 02:33:56,525 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.895, mIoU: 0.595
2023-08-05 02:33:56,643 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.895, mIoU: 0.596
2023-08-05 02:33:56,762 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.894, mIoU: 0.593
2023-08-05 02:33:56,879 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.893, mIoU: 0.595
2023-08-05 02:33:56,999 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.893, mIoU: 0.595
2023-08-05 02:33:57,117 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.893, mIoU: 0.595
2023-08-05 02:33:57,237 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.893, mIoU: 0.595
2023-08-05 02:33:57,354 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.894, mIoU: 0.595
2023-08-05 02:33:57,475 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.894, mIoU: 0.595
2023-08-05 02:33:57,592 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.894, mIoU: 0.594
2023-08-05 02:33:57,713 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.894, mIoU: 0.594
2023-08-05 02:33:57,830 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.894, mIoU: 0.593
2023-08-05 02:33:57,951 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.894, mIoU: 0.594
2023-08-05 02:33:58,070 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.894, mIoU: 0.594
2023-08-05 02:33:58,191 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.894, mIoU: 0.594
2023-08-05 02:33:58,309 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.894, mIoU: 0.594
2023-08-05 02:33:58,429 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.894, mIoU: 0.594
2023-08-05 02:33:58,545 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.894, mIoU: 0.596
2023-08-05 02:33:58,666 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.894, mIoU: 0.596
2023-08-05 02:33:58,783 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.894, mIoU: 0.596
2023-08-05 02:33:58,903 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.895, mIoU: 0.594
2023-08-05 02:33:59,019 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.894, mIoU: 0.594
2023-08-05 02:33:59,140 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.894, mIoU: 0.593
2023-08-05 02:33:59,258 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.894, mIoU: 0.594
2023-08-05 02:33:59,379 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.894, mIoU: 0.594
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2023-08-05 02:34:22,914 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.903, mIoU: 0.583
2023-08-05 02:34:23,031 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.903, mIoU: 0.583
2023-08-05 02:34:23,153 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.903, mIoU: 0.583
2023-08-05 02:34:23,270 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.903, mIoU: 0.583
2023-08-05 02:34:23,392 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.903, mIoU: 0.584
2023-08-05 02:34:23,508 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.904, mIoU: 0.584
2023-08-05 02:34:23,630 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.904, mIoU: 0.584
2023-08-05 02:34:23,747 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.904, mIoU: 0.584
2023-08-05 02:34:23,869 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.904, mIoU: 0.584
2023-08-05 02:34:23,988 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.904, mIoU: 0.584
2023-08-05 02:34:24,110 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.904, mIoU: 0.584
2023-08-05 02:34:24,227 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.904, mIoU: 0.584
2023-08-05 02:34:24,349 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.904, mIoU: 0.585
2023-08-05 02:34:24,467 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.905, mIoU: 0.585
2023-08-05 02:34:24,589 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.905, mIoU: 0.585
2023-08-05 02:34:24,706 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.905, mIoU: 0.585
2023-08-05 02:34:24,827 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.905, mIoU: 0.585
2023-08-05 02:34:24,945 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.905, mIoU: 0.585
2023-08-05 02:34:25,066 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.905, mIoU: 0.586
2023-08-05 02:34:25,183 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.905, mIoU: 0.585
2023-08-05 02:34:25,304 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.905, mIoU: 0.586
2023-08-05 02:34:25,422 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.905, mIoU: 0.585
2023-08-05 02:34:25,544 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.906, mIoU: 0.586
2023-08-05 02:34:25,660 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.906, mIoU: 0.587
2023-08-05 02:34:25,781 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.906, mIoU: 0.587
2023-08-05 02:34:25,899 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.906, mIoU: 0.587
2023-08-05 02:34:26,020 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.906, mIoU: 0.588
2023-08-05 02:34:26,139 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.906, mIoU: 0.588
2023-08-05 02:34:26,260 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.906, mIoU: 0.587
2023-08-05 02:34:26,378 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.907, mIoU: 0.587
2023-08-05 02:34:26,498 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.907, mIoU: 0.587
2023-08-05 02:34:26,616 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.907, mIoU: 0.587
2023-08-05 02:34:26,737 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.907, mIoU: 0.587
2023-08-05 02:34:26,855 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.907, mIoU: 0.588
2023-08-05 02:34:26,981 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.907, mIoU: 0.588
2023-08-05 02:34:27,101 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.907, mIoU: 0.588
2023-08-05 02:34:27,222 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.907, mIoU: 0.588
2023-08-05 02:34:27,341 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.907, mIoU: 0.589
2023-08-05 02:34:27,462 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.907, mIoU: 0.589
2023-08-05 02:34:27,578 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.908, mIoU: 0.589
2023-08-05 02:34:27,699 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.908, mIoU: 0.589
2023-08-05 02:34:27,816 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.908, mIoU: 0.590
2023-08-05 02:34:27,938 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.908, mIoU: 0.590
2023-08-05 02:34:28,055 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.908, mIoU: 0.590
2023-08-05 02:34:28,177 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.908, mIoU: 0.590
2023-08-05 02:34:28,295 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.908, mIoU: 0.591
2023-08-05 02:34:28,417 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.908, mIoU: 0.591
2023-08-05 02:34:28,533 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.908, mIoU: 0.591
2023-08-05 02:34:28,654 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:28,771 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:28,893 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:29,011 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:29,133 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:29,250 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:29,372 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:29,489 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:29,610 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:29,729 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.909, mIoU: 0.591
2023-08-05 02:34:29,852 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.910, mIoU: 0.591
2023-08-05 02:34:29,970 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.910, mIoU: 0.591
2023-08-05 02:34:30,091 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.910, mIoU: 0.592
2023-08-05 02:34:30,208 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.910, mIoU: 0.592
2023-08-05 02:34:30,330 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.910, mIoU: 0.592
2023-08-05 02:34:30,447 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.910, mIoU: 0.592
2023-08-05 02:34:30,568 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.910, mIoU: 0.592
2023-08-05 02:34:30,685 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.910, mIoU: 0.593
2023-08-05 02:34:30,807 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.910, mIoU: 0.593
2023-08-05 02:34:30,925 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.911, mIoU: 0.593
2023-08-05 02:34:31,046 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.911, mIoU: 0.593
2023-08-05 02:34:31,164 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.911, mIoU: 0.593
2023-08-05 02:34:31,285 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.911, mIoU: 0.593
2023-08-05 02:34:31,403 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.911, mIoU: 0.593
2023-08-05 02:34:31,523 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.911, mIoU: 0.593
2023-08-05 02:34:31,641 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.911, mIoU: 0.593
2023-08-05 02:34:31,762 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.911, mIoU: 0.593
2023-08-05 02:34:31,880 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.911, mIoU: 0.593
2023-08-05 02:34:32,001 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.911, mIoU: 0.594
2023-08-05 02:34:32,118 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.912, mIoU: 0.594
2023-08-05 02:34:32,240 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.912, mIoU: 0.594
2023-08-05 02:34:32,358 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.912, mIoU: 0.594
2023-08-05 02:34:32,479 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.912, mIoU: 0.594
2023-08-05 02:34:32,596 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.912, mIoU: 0.594
2023-08-05 02:34:32,718 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.912, mIoU: 0.594
2023-08-05 02:34:32,835 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.912, mIoU: 0.594
2023-08-05 02:34:32,956 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.912, mIoU: 0.594
2023-08-05 02:34:33,073 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.912, mIoU: 0.594
2023-08-05 02:34:33,195 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.913, mIoU: 0.594
2023-08-05 02:34:33,312 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.913, mIoU: 0.594
2023-08-05 02:34:33,434 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.913, mIoU: 0.594
2023-08-05 02:34:33,551 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.913, mIoU: 0.594
2023-08-05 02:34:33,673 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.913, mIoU: 0.594
2023-08-05 02:34:33,789 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.913, mIoU: 0.594
2023-08-05 02:34:33,911 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.913, mIoU: 0.594
2023-08-05 02:34:34,029 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.913, mIoU: 0.594
2023-08-05 02:34:34,150 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.913, mIoU: 0.595
2023-08-05 02:34:34,267 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.913, mIoU: 0.595
2023-08-05 02:34:34,390 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.914, mIoU: 0.595
2023-08-05 02:34:34,506 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.913, mIoU: 0.594
2023-08-05 02:34:34,628 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.914, mIoU: 0.595
2023-08-05 02:34:34,745 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.914, mIoU: 0.595
2023-08-05 02:34:34,868 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.914, mIoU: 0.595
2023-08-05 02:34:34,985 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.914, mIoU: 0.595
2023-08-05 02:34:35,106 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.914, mIoU: 0.595
2023-08-05 02:34:35,222 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.914, mIoU: 0.595
2023-08-05 02:34:35,345 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.914, mIoU: 0.595
2023-08-05 02:34:35,464 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.914, mIoU: 0.595
2023-08-05 02:34:35,586 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.915, mIoU: 0.596
2023-08-05 02:34:35,703 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.915, mIoU: 0.595
2023-08-05 02:34:35,824 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.915, mIoU: 0.595
2023-08-05 02:34:35,941 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.915, mIoU: 0.596
2023-08-05 02:34:36,061 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:36,179 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:36,300 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:36,418 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:36,539 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:36,653 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:36,774 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:36,892 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:37,013 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:37,130 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:37,251 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:37,370 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:37,491 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:37,608 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:37,729 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:37,847 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.915, mIoU: 0.598
2023-08-05 02:34:37,967 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:38,083 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:38,204 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:38,321 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:38,440 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.915, mIoU: 0.597
2023-08-05 02:34:38,557 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.916, mIoU: 0.597
2023-08-05 02:34:38,679 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.916, mIoU: 0.597
2023-08-05 02:34:38,797 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.916, mIoU: 0.597
2023-08-05 02:34:38,919 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.916, mIoU: 0.597
2023-08-05 02:34:39,035 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.916, mIoU: 0.597
2023-08-05 02:34:39,157 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.916, mIoU: 0.597
2023-08-05 02:34:39,275 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.916, mIoU: 0.597
2023-08-05 02:34:39,397 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.916, mIoU: 0.597
2023-08-05 02:34:39,514 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.916, mIoU: 0.598
2023-08-05 02:34:39,635 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.916, mIoU: 0.598
2023-08-05 02:34:39,752 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.916, mIoU: 0.598
2023-08-05 02:34:39,873 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.916, mIoU: 0.598
2023-08-05 02:34:39,990 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.916, mIoU: 0.598
2023-08-05 02:34:40,111 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.916, mIoU: 0.598
2023-08-05 02:34:40,228 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.916, mIoU: 0.598
2023-08-05 02:34:40,349 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.916, mIoU: 0.598
2023-08-05 02:34:40,466 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.916, mIoU: 0.599
2023-08-05 02:34:40,587 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.916, mIoU: 0.599
2023-08-05 02:34:40,704 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.916, mIoU: 0.599
2023-08-05 02:34:40,825 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.916, mIoU: 0.599
2023-08-05 02:34:40,943 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.916, mIoU: 0.599
2023-08-05 02:34:41,063 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.916, mIoU: 0.599
2023-08-05 02:34:41,180 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.917, mIoU: 0.599
2023-08-05 02:34:41,302 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.917, mIoU: 0.599
2023-08-05 02:34:41,418 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.917, mIoU: 0.599
2023-08-05 02:34:57,318 semantic_segmentation INFO: Iters: 31210/150000 || Lr: 0.016213 || Task Loss: 0.1926 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:24:41 || Estimated Time: 2 days, 6:51:08
2023-08-05 02:35:13,164 semantic_segmentation INFO: Iters: 31220/150000 || Lr: 0.016211 || Task Loss: 0.2838 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:24:57 || Estimated Time: 2 days, 6:50:48
2023-08-05 02:35:29,014 semantic_segmentation INFO: Iters: 31230/150000 || Lr: 0.016210 || Task Loss: 0.3602 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:25:13 || Estimated Time: 2 days, 6:50:29
2023-08-05 02:35:44,886 semantic_segmentation INFO: Iters: 31240/150000 || Lr: 0.016209 || Task Loss: 0.2953 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:25:29 || Estimated Time: 2 days, 6:50:09
2023-08-05 02:36:00,757 semantic_segmentation INFO: Iters: 31250/150000 || Lr: 0.016208 || Task Loss: 0.4707 || KD Loss: 0.2161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:25:45 || Estimated Time: 2 days, 6:49:50
2023-08-05 02:36:16,619 semantic_segmentation INFO: Iters: 31260/150000 || Lr: 0.016206 || Task Loss: 0.2113 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:26:01 || Estimated Time: 2 days, 6:49:30
2023-08-05 02:36:32,486 semantic_segmentation INFO: Iters: 31270/150000 || Lr: 0.016205 || Task Loss: 0.2731 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:26:17 || Estimated Time: 2 days, 6:49:11
2023-08-05 02:36:48,339 semantic_segmentation INFO: Iters: 31280/150000 || Lr: 0.016204 || Task Loss: 0.3765 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:26:32 || Estimated Time: 2 days, 6:48:51
2023-08-05 02:37:04,201 semantic_segmentation INFO: Iters: 31290/150000 || Lr: 0.016203 || Task Loss: 0.2555 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:26:48 || Estimated Time: 2 days, 6:48:32
2023-08-05 02:37:20,068 semantic_segmentation INFO: Iters: 31300/150000 || Lr: 0.016202 || Task Loss: 0.3367 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:04 || Estimated Time: 2 days, 6:48:12
2023-08-05 02:37:35,916 semantic_segmentation INFO: Iters: 31310/150000 || Lr: 0.016200 || Task Loss: 0.2792 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:20 || Estimated Time: 2 days, 6:47:53
2023-08-05 02:37:51,766 semantic_segmentation INFO: Iters: 31320/150000 || Lr: 0.016199 || Task Loss: 0.1305 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:36 || Estimated Time: 2 days, 6:47:33
2023-08-05 02:38:07,617 semantic_segmentation INFO: Iters: 31330/150000 || Lr: 0.016198 || Task Loss: 0.1495 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:52 || Estimated Time: 2 days, 6:47:13
2023-08-05 02:38:23,445 semantic_segmentation INFO: Iters: 31340/150000 || Lr: 0.016197 || Task Loss: 0.2346 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:07 || Estimated Time: 2 days, 6:46:54
2023-08-05 02:38:39,298 semantic_segmentation INFO: Iters: 31350/150000 || Lr: 0.016195 || Task Loss: 0.3593 || KD Loss: 0.1926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:23 || Estimated Time: 2 days, 6:46:34
2023-08-05 02:38:55,110 semantic_segmentation INFO: Iters: 31360/150000 || Lr: 0.016194 || Task Loss: 0.3709 || KD Loss: 0.1283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:39 || Estimated Time: 2 days, 6:46:15
2023-08-05 02:39:10,931 semantic_segmentation INFO: Iters: 31370/150000 || Lr: 0.016193 || Task Loss: 0.2773 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:55 || Estimated Time: 2 days, 6:45:55
2023-08-05 02:39:26,747 semantic_segmentation INFO: Iters: 31380/150000 || Lr: 0.016192 || Task Loss: 0.3584 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:29:11 || Estimated Time: 2 days, 6:45:35
2023-08-05 02:39:42,574 semantic_segmentation INFO: Iters: 31390/150000 || Lr: 0.016191 || Task Loss: 0.1991 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:29:27 || Estimated Time: 2 days, 6:45:16
2023-08-05 02:39:58,402 semantic_segmentation INFO: Iters: 31400/150000 || Lr: 0.016189 || Task Loss: 0.2477 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:29:42 || Estimated Time: 2 days, 6:44:56
2023-08-05 02:40:14,230 semantic_segmentation INFO: Iters: 31410/150000 || Lr: 0.016188 || Task Loss: 0.4813 || KD Loss: 0.1895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:29:58 || Estimated Time: 2 days, 6:44:37
2023-08-05 02:40:30,071 semantic_segmentation INFO: Iters: 31420/150000 || Lr: 0.016187 || Task Loss: 0.5024 || KD Loss: 0.4015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:30:14 || Estimated Time: 2 days, 6:44:17
2023-08-05 02:40:45,916 semantic_segmentation INFO: Iters: 31430/150000 || Lr: 0.016186 || Task Loss: 0.4008 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:30:30 || Estimated Time: 2 days, 6:43:57
2023-08-05 02:41:01,766 semantic_segmentation INFO: Iters: 31440/150000 || Lr: 0.016184 || Task Loss: 0.2410 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:30:46 || Estimated Time: 2 days, 6:43:38
2023-08-05 02:41:17,601 semantic_segmentation INFO: Iters: 31450/150000 || Lr: 0.016183 || Task Loss: 0.6333 || KD Loss: 0.3015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:02 || Estimated Time: 2 days, 6:43:18
2023-08-05 02:41:33,442 semantic_segmentation INFO: Iters: 31460/150000 || Lr: 0.016182 || Task Loss: 0.2866 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:17 || Estimated Time: 2 days, 6:42:59
2023-08-05 02:41:49,284 semantic_segmentation INFO: Iters: 31470/150000 || Lr: 0.016181 || Task Loss: 0.2273 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:33 || Estimated Time: 2 days, 6:42:39
2023-08-05 02:42:05,135 semantic_segmentation INFO: Iters: 31480/150000 || Lr: 0.016179 || Task Loss: 0.3098 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:42:20
2023-08-05 02:42:20,970 semantic_segmentation INFO: Iters: 31490/150000 || Lr: 0.016178 || Task Loss: 0.5910 || KD Loss: 0.2655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:32:05 || Estimated Time: 2 days, 6:42:00
2023-08-05 02:42:36,824 semantic_segmentation INFO: Iters: 31500/150000 || Lr: 0.016177 || Task Loss: 0.2790 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:32:21 || Estimated Time: 2 days, 6:41:41
2023-08-05 02:42:52,669 semantic_segmentation INFO: Iters: 31510/150000 || Lr: 0.016176 || Task Loss: 0.2444 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:32:37 || Estimated Time: 2 days, 6:41:21
2023-08-05 02:43:08,539 semantic_segmentation INFO: Iters: 31520/150000 || Lr: 0.016175 || Task Loss: 0.3243 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:32:53 || Estimated Time: 2 days, 6:41:02
2023-08-05 02:43:24,411 semantic_segmentation INFO: Iters: 31530/150000 || Lr: 0.016173 || Task Loss: 0.2094 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:33:08 || Estimated Time: 2 days, 6:40:42
2023-08-05 02:43:40,239 semantic_segmentation INFO: Iters: 31540/150000 || Lr: 0.016172 || Task Loss: 0.2827 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:33:24 || Estimated Time: 2 days, 6:40:23
2023-08-05 02:43:56,070 semantic_segmentation INFO: Iters: 31550/150000 || Lr: 0.016171 || Task Loss: 0.3732 || KD Loss: 0.1947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:33:40 || Estimated Time: 2 days, 6:40:03
2023-08-05 02:44:11,892 semantic_segmentation INFO: Iters: 31560/150000 || Lr: 0.016170 || Task Loss: 0.3158 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:33:56 || Estimated Time: 2 days, 6:39:44
2023-08-05 02:44:27,714 semantic_segmentation INFO: Iters: 31570/150000 || Lr: 0.016168 || Task Loss: 0.4522 || KD Loss: 0.1908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:34:12 || Estimated Time: 2 days, 6:39:24
2023-08-05 02:44:43,542 semantic_segmentation INFO: Iters: 31580/150000 || Lr: 0.016167 || Task Loss: 0.3357 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:34:28 || Estimated Time: 2 days, 6:39:05
2023-08-05 02:44:59,394 semantic_segmentation INFO: Iters: 31590/150000 || Lr: 0.016166 || Task Loss: 0.3316 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:34:43 || Estimated Time: 2 days, 6:38:45
2023-08-05 02:45:15,224 semantic_segmentation INFO: Iters: 31600/150000 || Lr: 0.016165 || Task Loss: 0.2276 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:38:25
2023-08-05 02:45:31,041 semantic_segmentation INFO: Iters: 31610/150000 || Lr: 0.016163 || Task Loss: 0.3837 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:35:15 || Estimated Time: 2 days, 6:38:06
2023-08-05 02:45:46,855 semantic_segmentation INFO: Iters: 31620/150000 || Lr: 0.016162 || Task Loss: 0.3141 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:35:31 || Estimated Time: 2 days, 6:37:46
2023-08-05 02:46:02,672 semantic_segmentation INFO: Iters: 31630/150000 || Lr: 0.016161 || Task Loss: 0.4383 || KD Loss: 0.1491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:35:47 || Estimated Time: 2 days, 6:37:27
2023-08-05 02:46:18,495 semantic_segmentation INFO: Iters: 31640/150000 || Lr: 0.016160 || Task Loss: 0.2702 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:36:03 || Estimated Time: 2 days, 6:37:07
2023-08-05 02:46:34,303 semantic_segmentation INFO: Iters: 31650/150000 || Lr: 0.016159 || Task Loss: 0.2409 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:36:18 || Estimated Time: 2 days, 6:36:47
2023-08-05 02:46:50,102 semantic_segmentation INFO: Iters: 31660/150000 || Lr: 0.016157 || Task Loss: 0.2276 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:36:34 || Estimated Time: 2 days, 6:36:28
2023-08-05 02:47:05,912 semantic_segmentation INFO: Iters: 31670/150000 || Lr: 0.016156 || Task Loss: 0.2019 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:36:50 || Estimated Time: 2 days, 6:36:08
2023-08-05 02:47:21,737 semantic_segmentation INFO: Iters: 31680/150000 || Lr: 0.016155 || Task Loss: 0.2116 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:37:06 || Estimated Time: 2 days, 6:35:49
2023-08-05 02:47:37,551 semantic_segmentation INFO: Iters: 31690/150000 || Lr: 0.016154 || Task Loss: 0.3079 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:37:22 || Estimated Time: 2 days, 6:35:29
2023-08-05 02:47:53,370 semantic_segmentation INFO: Iters: 31700/150000 || Lr: 0.016152 || Task Loss: 0.3152 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:37:37 || Estimated Time: 2 days, 6:35:10
2023-08-05 02:48:09,215 semantic_segmentation INFO: Iters: 31710/150000 || Lr: 0.016151 || Task Loss: 0.2906 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:34:50
2023-08-05 02:48:25,057 semantic_segmentation INFO: Iters: 31720/150000 || Lr: 0.016150 || Task Loss: 0.4373 || KD Loss: 0.2081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:09 || Estimated Time: 2 days, 6:34:31
2023-08-05 02:48:40,927 semantic_segmentation INFO: Iters: 31730/150000 || Lr: 0.016149 || Task Loss: 0.2786 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:25 || Estimated Time: 2 days, 6:34:11
2023-08-05 02:48:56,790 semantic_segmentation INFO: Iters: 31740/150000 || Lr: 0.016147 || Task Loss: 0.3092 || KD Loss: 0.1272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:41 || Estimated Time: 2 days, 6:33:52
2023-08-05 02:49:12,648 semantic_segmentation INFO: Iters: 31750/150000 || Lr: 0.016146 || Task Loss: 0.4036 || KD Loss: 0.1798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:57 || Estimated Time: 2 days, 6:33:32
2023-08-05 02:49:28,497 semantic_segmentation INFO: Iters: 31760/150000 || Lr: 0.016145 || Task Loss: 0.3090 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:39:13 || Estimated Time: 2 days, 6:33:13
2023-08-05 02:49:44,365 semantic_segmentation INFO: Iters: 31770/150000 || Lr: 0.016144 || Task Loss: 0.2433 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:39:28 || Estimated Time: 2 days, 6:32:54
2023-08-05 02:50:00,235 semantic_segmentation INFO: Iters: 31780/150000 || Lr: 0.016143 || Task Loss: 0.1837 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:39:44 || Estimated Time: 2 days, 6:32:34
2023-08-05 02:50:16,107 semantic_segmentation INFO: Iters: 31790/150000 || Lr: 0.016141 || Task Loss: 0.7000 || KD Loss: 0.3413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:40:00 || Estimated Time: 2 days, 6:32:15
2023-08-05 02:50:31,969 semantic_segmentation INFO: Iters: 31800/150000 || Lr: 0.016140 || Task Loss: 0.2552 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:40:16 || Estimated Time: 2 days, 6:31:55
2023-08-05 02:50:47,854 semantic_segmentation INFO: Iters: 31810/150000 || Lr: 0.016139 || Task Loss: 1.0162 || KD Loss: 0.6061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:40:32 || Estimated Time: 2 days, 6:31:36
2023-08-05 02:51:03,732 semantic_segmentation INFO: Iters: 31820/150000 || Lr: 0.016138 || Task Loss: 0.4389 || KD Loss: 0.1909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:40:48 || Estimated Time: 2 days, 6:31:17
2023-08-05 02:51:19,600 semantic_segmentation INFO: Iters: 31830/150000 || Lr: 0.016136 || Task Loss: 0.5308 || KD Loss: 0.2221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:41:04 || Estimated Time: 2 days, 6:30:57
2023-08-05 02:51:35,454 semantic_segmentation INFO: Iters: 31840/150000 || Lr: 0.016135 || Task Loss: 0.2886 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:30:38
2023-08-05 02:51:51,309 semantic_segmentation INFO: Iters: 31850/150000 || Lr: 0.016134 || Task Loss: 0.5462 || KD Loss: 0.2607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:30:19
2023-08-05 02:52:07,160 semantic_segmentation INFO: Iters: 31860/150000 || Lr: 0.016133 || Task Loss: 0.7741 || KD Loss: 0.3391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:41:51 || Estimated Time: 2 days, 6:29:59
2023-08-05 02:52:23,026 semantic_segmentation INFO: Iters: 31870/150000 || Lr: 0.016132 || Task Loss: 0.3094 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:42:07 || Estimated Time: 2 days, 6:29:40
2023-08-05 02:52:38,845 semantic_segmentation INFO: Iters: 31880/150000 || Lr: 0.016130 || Task Loss: 0.2101 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:42:23 || Estimated Time: 2 days, 6:29:20
2023-08-05 02:52:54,663 semantic_segmentation INFO: Iters: 31890/150000 || Lr: 0.016129 || Task Loss: 0.2684 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:42:39 || Estimated Time: 2 days, 6:29:01
2023-08-05 02:53:10,506 semantic_segmentation INFO: Iters: 31900/150000 || Lr: 0.016128 || Task Loss: 0.2865 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:42:55 || Estimated Time: 2 days, 6:28:41
2023-08-05 02:53:26,331 semantic_segmentation INFO: Iters: 31910/150000 || Lr: 0.016127 || Task Loss: 0.2742 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:10 || Estimated Time: 2 days, 6:28:22
2023-08-05 02:53:42,154 semantic_segmentation INFO: Iters: 31920/150000 || Lr: 0.016125 || Task Loss: 0.4183 || KD Loss: 0.1837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:26 || Estimated Time: 2 days, 6:28:02
2023-08-05 02:53:57,954 semantic_segmentation INFO: Iters: 31930/150000 || Lr: 0.016124 || Task Loss: 0.2364 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:42 || Estimated Time: 2 days, 6:27:43
2023-08-05 02:54:13,779 semantic_segmentation INFO: Iters: 31940/150000 || Lr: 0.016123 || Task Loss: 0.3664 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:58 || Estimated Time: 2 days, 6:27:23
2023-08-05 02:54:29,583 semantic_segmentation INFO: Iters: 31950/150000 || Lr: 0.016122 || Task Loss: 0.2048 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:44:14 || Estimated Time: 2 days, 6:27:04
2023-08-05 02:54:45,374 semantic_segmentation INFO: Iters: 31960/150000 || Lr: 0.016120 || Task Loss: 0.3256 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:44:29 || Estimated Time: 2 days, 6:26:44
2023-08-05 02:55:01,165 semantic_segmentation INFO: Iters: 31970/150000 || Lr: 0.016119 || Task Loss: 0.2626 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:44:45 || Estimated Time: 2 days, 6:26:25
2023-08-05 02:55:16,968 semantic_segmentation INFO: Iters: 31980/150000 || Lr: 0.016118 || Task Loss: 0.2822 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:45:01 || Estimated Time: 2 days, 6:26:05
2023-08-05 02:55:32,778 semantic_segmentation INFO: Iters: 31990/150000 || Lr: 0.016117 || Task Loss: 0.3083 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:45:17 || Estimated Time: 2 days, 6:25:45
2023-08-05 02:55:48,585 semantic_segmentation INFO: Iters: 32000/150000 || Lr: 0.016116 || Task Loss: 0.2307 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:45:33 || Estimated Time: 2 days, 6:25:26
2023-08-05 02:55:48,664 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 02:55:49,450 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.395
2023-08-05 02:55:49,574 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.476
2023-08-05 02:55:49,696 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.492
2023-08-05 02:55:49,813 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.525
2023-08-05 02:55:49,934 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.517
2023-08-05 02:55:50,051 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.519
2023-08-05 02:55:50,173 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.552
2023-08-05 02:55:50,290 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.587
2023-08-05 02:55:50,411 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.589
2023-08-05 02:55:50,528 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.634
2023-08-05 02:55:50,648 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.635
2023-08-05 02:55:50,765 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.654
2023-08-05 02:55:50,885 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.660
2023-08-05 02:55:51,002 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.649
2023-08-05 02:55:51,122 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.642
2023-08-05 02:55:51,240 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.634
2023-08-05 02:55:51,360 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.635
2023-08-05 02:55:51,477 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.638
2023-08-05 02:55:51,597 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.644
2023-08-05 02:55:51,714 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.652
2023-08-05 02:55:51,836 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.653
2023-08-05 02:55:51,953 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.644
2023-08-05 02:55:52,074 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.643
2023-08-05 02:55:52,193 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.650
2023-08-05 02:55:52,314 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 02:55:52,430 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-05 02:55:52,551 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.657
2023-08-05 02:55:52,668 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-05 02:55:52,788 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.659
2023-08-05 02:55:52,904 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.636
2023-08-05 02:55:53,025 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.635
2023-08-05 02:55:53,142 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.631
2023-08-05 02:55:53,264 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.634
2023-08-05 02:55:53,380 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.633
2023-08-05 02:55:53,501 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.624
2023-08-05 02:55:53,617 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.624
2023-08-05 02:55:53,738 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.622
2023-08-05 02:55:53,854 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-05 02:55:53,975 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.627
2023-08-05 02:55:54,091 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.628
2023-08-05 02:55:54,211 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.630
2023-08-05 02:55:54,328 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.629
2023-08-05 02:55:54,449 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.628
2023-08-05 02:55:54,567 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.630
2023-08-05 02:55:54,687 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.629
2023-08-05 02:55:54,806 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.629
2023-08-05 02:55:54,926 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.630
2023-08-05 02:55:55,043 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-05 02:55:55,164 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.633
2023-08-05 02:55:55,281 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.635
2023-08-05 02:55:55,402 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.635
2023-08-05 02:55:55,519 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.643
2023-08-05 02:55:55,639 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.643
2023-08-05 02:55:55,756 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.646
2023-08-05 02:55:55,877 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.645
2023-08-05 02:55:55,994 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.650
2023-08-05 02:55:56,113 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 02:55:56,232 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.657
2023-08-05 02:55:56,352 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.659
2023-08-05 02:55:56,468 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.658
2023-08-05 02:55:56,588 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.661
2023-08-05 02:55:56,706 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.662
2023-08-05 02:55:56,826 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.661
2023-08-05 02:55:56,943 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 02:55:57,063 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 02:55:57,180 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 02:55:57,301 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.665
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2023-08-05 02:55:59,432 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.659
2023-08-05 02:55:59,549 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.935, mIoU: 0.659
2023-08-05 02:55:59,669 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.935, mIoU: 0.656
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2023-08-05 02:56:04,060 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.673
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2023-08-05 02:56:04,298 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.674
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2023-08-05 02:56:12,261 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.938, mIoU: 0.671
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2023-08-05 02:56:32,913 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.940, mIoU: 0.658
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2023-08-05 02:56:43,765 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.667
2023-08-05 02:56:43,886 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.667
2023-08-05 02:56:44,000 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:44,121 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:44,238 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:44,360 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:44,478 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:44,599 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:44,716 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:44,837 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:44,956 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:45,080 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:45,197 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:45,318 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:45,434 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:45,556 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:45,673 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:45,791 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:45,908 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:46,030 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:46,149 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:46,270 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:46,387 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:46,509 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:46,627 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:46,748 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:46,866 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:46,988 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 02:56:47,105 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.669
2023-08-05 02:56:47,226 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.669
2023-08-05 02:56:47,343 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.669
2023-08-05 02:56:47,464 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.669
2023-08-05 02:56:47,582 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.669
2023-08-05 02:56:47,702 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.669
2023-08-05 02:56:47,819 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 02:56:47,941 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 02:56:48,057 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 02:56:48,177 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 02:56:48,294 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 02:56:48,416 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 02:56:48,534 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 02:56:48,654 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 02:56:48,770 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 02:57:04,674 semantic_segmentation INFO: Iters: 32010/150000 || Lr: 0.016114 || Task Loss: 0.3330 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:46:49 || Estimated Time: 2 days, 6:28:49
2023-08-05 02:57:20,910 semantic_segmentation INFO: Iters: 32020/150000 || Lr: 0.016113 || Task Loss: 0.3220 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:05 || Estimated Time: 2 days, 6:28:31
2023-08-05 02:57:36,772 semantic_segmentation INFO: Iters: 32030/150000 || Lr: 0.016112 || Task Loss: 0.2861 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:21 || Estimated Time: 2 days, 6:28:11
2023-08-05 02:57:52,665 semantic_segmentation INFO: Iters: 32040/150000 || Lr: 0.016111 || Task Loss: 0.2591 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:37 || Estimated Time: 2 days, 6:27:52
2023-08-05 02:58:08,570 semantic_segmentation INFO: Iters: 32050/150000 || Lr: 0.016109 || Task Loss: 0.1813 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:53 || Estimated Time: 2 days, 6:27:33
2023-08-05 02:58:24,477 semantic_segmentation INFO: Iters: 32060/150000 || Lr: 0.016108 || Task Loss: 0.3094 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:48:09 || Estimated Time: 2 days, 6:27:13
2023-08-05 02:58:40,378 semantic_segmentation INFO: Iters: 32070/150000 || Lr: 0.016107 || Task Loss: 0.2170 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:48:24 || Estimated Time: 2 days, 6:26:54
2023-08-05 02:58:56,265 semantic_segmentation INFO: Iters: 32080/150000 || Lr: 0.016106 || Task Loss: 0.4431 || KD Loss: 0.1803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:48:40 || Estimated Time: 2 days, 6:26:35
2023-08-05 02:59:12,156 semantic_segmentation INFO: Iters: 32090/150000 || Lr: 0.016104 || Task Loss: 0.3425 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:48:56 || Estimated Time: 2 days, 6:26:15
2023-08-05 02:59:28,042 semantic_segmentation INFO: Iters: 32100/150000 || Lr: 0.016103 || Task Loss: 0.2444 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:49:12 || Estimated Time: 2 days, 6:25:56
2023-08-05 02:59:43,926 semantic_segmentation INFO: Iters: 32110/150000 || Lr: 0.016102 || Task Loss: 0.2431 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:49:28 || Estimated Time: 2 days, 6:25:37
2023-08-05 02:59:59,821 semantic_segmentation INFO: Iters: 32120/150000 || Lr: 0.016101 || Task Loss: 0.1926 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:49:44 || Estimated Time: 2 days, 6:25:17
2023-08-05 03:00:15,714 semantic_segmentation INFO: Iters: 32130/150000 || Lr: 0.016100 || Task Loss: 0.2894 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:00 || Estimated Time: 2 days, 6:24:58
2023-08-05 03:00:31,571 semantic_segmentation INFO: Iters: 32140/150000 || Lr: 0.016098 || Task Loss: 0.3720 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:16 || Estimated Time: 2 days, 6:24:39
2023-08-05 03:00:47,420 semantic_segmentation INFO: Iters: 32150/150000 || Lr: 0.016097 || Task Loss: 0.5196 || KD Loss: 0.2040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:31 || Estimated Time: 2 days, 6:24:19
2023-08-05 03:01:03,274 semantic_segmentation INFO: Iters: 32160/150000 || Lr: 0.016096 || Task Loss: 0.3658 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:47 || Estimated Time: 2 days, 6:24:00
2023-08-05 03:01:19,115 semantic_segmentation INFO: Iters: 32170/150000 || Lr: 0.016095 || Task Loss: 0.2821 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:51:03 || Estimated Time: 2 days, 6:23:40
2023-08-05 03:01:34,930 semantic_segmentation INFO: Iters: 32180/150000 || Lr: 0.016093 || Task Loss: 0.3468 || KD Loss: 0.1253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:51:19 || Estimated Time: 2 days, 6:23:21
2023-08-05 03:01:50,783 semantic_segmentation INFO: Iters: 32190/150000 || Lr: 0.016092 || Task Loss: 0.4207 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:51:35 || Estimated Time: 2 days, 6:23:01
2023-08-05 03:02:06,611 semantic_segmentation INFO: Iters: 32200/150000 || Lr: 0.016091 || Task Loss: 0.2686 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:51:51 || Estimated Time: 2 days, 6:22:42
2023-08-05 03:02:22,427 semantic_segmentation INFO: Iters: 32210/150000 || Lr: 0.016090 || Task Loss: 0.1824 || KD Loss: 0.0988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:22:22
2023-08-05 03:02:38,261 semantic_segmentation INFO: Iters: 32220/150000 || Lr: 0.016089 || Task Loss: 0.3362 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:52:22 || Estimated Time: 2 days, 6:22:03
2023-08-05 03:02:54,089 semantic_segmentation INFO: Iters: 32230/150000 || Lr: 0.016087 || Task Loss: 0.1933 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:52:38 || Estimated Time: 2 days, 6:21:43
2023-08-05 03:03:09,914 semantic_segmentation INFO: Iters: 32240/150000 || Lr: 0.016086 || Task Loss: 0.2640 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:52:54 || Estimated Time: 2 days, 6:21:24
2023-08-05 03:03:25,721 semantic_segmentation INFO: Iters: 32250/150000 || Lr: 0.016085 || Task Loss: 0.2810 || KD Loss: 0.2845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:10 || Estimated Time: 2 days, 6:21:04
2023-08-05 03:03:41,533 semantic_segmentation INFO: Iters: 32260/150000 || Lr: 0.016084 || Task Loss: 0.1828 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:26 || Estimated Time: 2 days, 6:20:45
2023-08-05 03:03:57,346 semantic_segmentation INFO: Iters: 32270/150000 || Lr: 0.016082 || Task Loss: 0.3973 || KD Loss: 0.1501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:41 || Estimated Time: 2 days, 6:20:25
2023-08-05 03:04:13,173 semantic_segmentation INFO: Iters: 32280/150000 || Lr: 0.016081 || Task Loss: 0.2719 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:57 || Estimated Time: 2 days, 6:20:06
2023-08-05 03:04:29,022 semantic_segmentation INFO: Iters: 32290/150000 || Lr: 0.016080 || Task Loss: 0.2222 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:54:13 || Estimated Time: 2 days, 6:19:46
2023-08-05 03:04:44,837 semantic_segmentation INFO: Iters: 32300/150000 || Lr: 0.016079 || Task Loss: 0.6052 || KD Loss: 0.3135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:54:29 || Estimated Time: 2 days, 6:19:27
2023-08-05 03:05:00,674 semantic_segmentation INFO: Iters: 32310/150000 || Lr: 0.016077 || Task Loss: 0.2571 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:54:45 || Estimated Time: 2 days, 6:19:07
2023-08-05 03:05:16,494 semantic_segmentation INFO: Iters: 32320/150000 || Lr: 0.016076 || Task Loss: 0.4319 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:01 || Estimated Time: 2 days, 6:18:48
2023-08-05 03:05:32,319 semantic_segmentation INFO: Iters: 32330/150000 || Lr: 0.016075 || Task Loss: 0.2715 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:16 || Estimated Time: 2 days, 6:18:28
2023-08-05 03:05:48,147 semantic_segmentation INFO: Iters: 32340/150000 || Lr: 0.016074 || Task Loss: 0.5689 || KD Loss: 0.2497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:32 || Estimated Time: 2 days, 6:18:09
2023-08-05 03:06:03,966 semantic_segmentation INFO: Iters: 32350/150000 || Lr: 0.016073 || Task Loss: 0.2444 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:48 || Estimated Time: 2 days, 6:17:49
2023-08-05 03:06:19,777 semantic_segmentation INFO: Iters: 32360/150000 || Lr: 0.016071 || Task Loss: 0.1109 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:56:04 || Estimated Time: 2 days, 6:17:30
2023-08-05 03:06:35,597 semantic_segmentation INFO: Iters: 32370/150000 || Lr: 0.016070 || Task Loss: 0.3476 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:17:10
2023-08-05 03:06:51,410 semantic_segmentation INFO: Iters: 32380/150000 || Lr: 0.016069 || Task Loss: 0.3542 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:56:35 || Estimated Time: 2 days, 6:16:51
2023-08-05 03:07:07,230 semantic_segmentation INFO: Iters: 32390/150000 || Lr: 0.016068 || Task Loss: 0.4967 || KD Loss: 0.2518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:56:51 || Estimated Time: 2 days, 6:16:31
2023-08-05 03:07:23,065 semantic_segmentation INFO: Iters: 32400/150000 || Lr: 0.016066 || Task Loss: 0.2491 || KD Loss: 0.1220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:57:07 || Estimated Time: 2 days, 6:16:12
2023-08-05 03:07:38,886 semantic_segmentation INFO: Iters: 32410/150000 || Lr: 0.016065 || Task Loss: 0.4338 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:57:23 || Estimated Time: 2 days, 6:15:52
2023-08-05 03:07:54,701 semantic_segmentation INFO: Iters: 32420/150000 || Lr: 0.016064 || Task Loss: 0.3939 || KD Loss: 0.2455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:57:39 || Estimated Time: 2 days, 6:15:33
2023-08-05 03:08:10,531 semantic_segmentation INFO: Iters: 32430/150000 || Lr: 0.016063 || Task Loss: 0.1873 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:57:55 || Estimated Time: 2 days, 6:15:13
2023-08-05 03:08:26,358 semantic_segmentation INFO: Iters: 32440/150000 || Lr: 0.016061 || Task Loss: 0.3799 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:58:10 || Estimated Time: 2 days, 6:14:54
2023-08-05 03:08:42,190 semantic_segmentation INFO: Iters: 32450/150000 || Lr: 0.016060 || Task Loss: 0.2965 || KD Loss: 0.1189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:58:26 || Estimated Time: 2 days, 6:14:34
2023-08-05 03:08:58,032 semantic_segmentation INFO: Iters: 32460/150000 || Lr: 0.016059 || Task Loss: 0.2368 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:58:42 || Estimated Time: 2 days, 6:14:15
2023-08-05 03:09:13,884 semantic_segmentation INFO: Iters: 32470/150000 || Lr: 0.016058 || Task Loss: 0.3033 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:58:58 || Estimated Time: 2 days, 6:13:56
2023-08-05 03:09:29,732 semantic_segmentation INFO: Iters: 32480/150000 || Lr: 0.016057 || Task Loss: 0.2131 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:13:36
2023-08-05 03:09:45,596 semantic_segmentation INFO: Iters: 32490/150000 || Lr: 0.016055 || Task Loss: 0.1910 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:59:30 || Estimated Time: 2 days, 6:13:17
2023-08-05 03:10:01,470 semantic_segmentation INFO: Iters: 32500/150000 || Lr: 0.016054 || Task Loss: 0.1867 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:59:46 || Estimated Time: 2 days, 6:12:58
2023-08-05 03:10:17,326 semantic_segmentation INFO: Iters: 32510/150000 || Lr: 0.016053 || Task Loss: 0.2216 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:00:01 || Estimated Time: 2 days, 6:12:38
2023-08-05 03:10:33,189 semantic_segmentation INFO: Iters: 32520/150000 || Lr: 0.016052 || Task Loss: 0.3324 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:00:17 || Estimated Time: 2 days, 6:12:19
2023-08-05 03:10:49,049 semantic_segmentation INFO: Iters: 32530/150000 || Lr: 0.016050 || Task Loss: 0.1647 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:00:33 || Estimated Time: 2 days, 6:12:00
2023-08-05 03:11:04,933 semantic_segmentation INFO: Iters: 32540/150000 || Lr: 0.016049 || Task Loss: 0.4573 || KD Loss: 0.1962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:00:49 || Estimated Time: 2 days, 6:11:41
2023-08-05 03:11:20,771 semantic_segmentation INFO: Iters: 32550/150000 || Lr: 0.016048 || Task Loss: 0.3219 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:01:05 || Estimated Time: 2 days, 6:11:21
2023-08-05 03:11:36,628 semantic_segmentation INFO: Iters: 32560/150000 || Lr: 0.016047 || Task Loss: 0.3440 || KD Loss: 0.1502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:01:21 || Estimated Time: 2 days, 6:11:02
2023-08-05 03:11:52,458 semantic_segmentation INFO: Iters: 32570/150000 || Lr: 0.016045 || Task Loss: 0.3023 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:01:36 || Estimated Time: 2 days, 6:10:42
2023-08-05 03:12:08,292 semantic_segmentation INFO: Iters: 32580/150000 || Lr: 0.016044 || Task Loss: 0.4123 || KD Loss: 0.1376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:01:52 || Estimated Time: 2 days, 6:10:23
2023-08-05 03:12:24,099 semantic_segmentation INFO: Iters: 32590/150000 || Lr: 0.016043 || Task Loss: 0.2644 || KD Loss: 0.1229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:10:04
2023-08-05 03:12:39,912 semantic_segmentation INFO: Iters: 32600/150000 || Lr: 0.016042 || Task Loss: 0.3287 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:02:24 || Estimated Time: 2 days, 6:09:44
2023-08-05 03:12:55,723 semantic_segmentation INFO: Iters: 32610/150000 || Lr: 0.016041 || Task Loss: 0.3476 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:02:40 || Estimated Time: 2 days, 6:09:25
2023-08-05 03:13:11,544 semantic_segmentation INFO: Iters: 32620/150000 || Lr: 0.016039 || Task Loss: 0.2626 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:02:56 || Estimated Time: 2 days, 6:09:05
2023-08-05 03:13:27,362 semantic_segmentation INFO: Iters: 32630/150000 || Lr: 0.016038 || Task Loss: 0.1969 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:11 || Estimated Time: 2 days, 6:08:46
2023-08-05 03:13:43,165 semantic_segmentation INFO: Iters: 32640/150000 || Lr: 0.016037 || Task Loss: 0.4649 || KD Loss: 0.1994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:27 || Estimated Time: 2 days, 6:08:26
2023-08-05 03:13:58,985 semantic_segmentation INFO: Iters: 32650/150000 || Lr: 0.016036 || Task Loss: 0.3287 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:43 || Estimated Time: 2 days, 6:08:07
2023-08-05 03:14:14,800 semantic_segmentation INFO: Iters: 32660/150000 || Lr: 0.016034 || Task Loss: 0.2445 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:59 || Estimated Time: 2 days, 6:07:47
2023-08-05 03:14:30,600 semantic_segmentation INFO: Iters: 32670/150000 || Lr: 0.016033 || Task Loss: 0.3045 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:15 || Estimated Time: 2 days, 6:07:28
2023-08-05 03:14:46,394 semantic_segmentation INFO: Iters: 32680/150000 || Lr: 0.016032 || Task Loss: 0.2424 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:30 || Estimated Time: 2 days, 6:07:08
2023-08-05 03:15:02,222 semantic_segmentation INFO: Iters: 32690/150000 || Lr: 0.016031 || Task Loss: 0.1320 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:46 || Estimated Time: 2 days, 6:06:49
2023-08-05 03:15:18,032 semantic_segmentation INFO: Iters: 32700/150000 || Lr: 0.016029 || Task Loss: 0.3134 || KD Loss: 0.1253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:05:02 || Estimated Time: 2 days, 6:06:29
2023-08-05 03:15:33,835 semantic_segmentation INFO: Iters: 32710/150000 || Lr: 0.016028 || Task Loss: 0.2436 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:05:18 || Estimated Time: 2 days, 6:06:10
2023-08-05 03:15:49,647 semantic_segmentation INFO: Iters: 32720/150000 || Lr: 0.016027 || Task Loss: 0.3248 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:05:34 || Estimated Time: 2 days, 6:05:50
2023-08-05 03:16:05,477 semantic_segmentation INFO: Iters: 32730/150000 || Lr: 0.016026 || Task Loss: 0.4228 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:05:50 || Estimated Time: 2 days, 6:05:31
2023-08-05 03:16:21,270 semantic_segmentation INFO: Iters: 32740/150000 || Lr: 0.016025 || Task Loss: 0.3635 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:05:12
2023-08-05 03:16:37,079 semantic_segmentation INFO: Iters: 32750/150000 || Lr: 0.016023 || Task Loss: 0.2102 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:06:21 || Estimated Time: 2 days, 6:04:52
2023-08-05 03:16:52,896 semantic_segmentation INFO: Iters: 32760/150000 || Lr: 0.016022 || Task Loss: 0.4211 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:06:37 || Estimated Time: 2 days, 6:04:33
2023-08-05 03:17:08,713 semantic_segmentation INFO: Iters: 32770/150000 || Lr: 0.016021 || Task Loss: 0.6739 || KD Loss: 0.3237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:06:53 || Estimated Time: 2 days, 6:04:13
2023-08-05 03:17:24,564 semantic_segmentation INFO: Iters: 32780/150000 || Lr: 0.016020 || Task Loss: 0.2795 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:07:09 || Estimated Time: 2 days, 6:03:54
2023-08-05 03:17:40,398 semantic_segmentation INFO: Iters: 32790/150000 || Lr: 0.016018 || Task Loss: 0.2820 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:07:24 || Estimated Time: 2 days, 6:03:35
2023-08-05 03:17:56,236 semantic_segmentation INFO: Iters: 32800/150000 || Lr: 0.016017 || Task Loss: 0.3097 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:07:40 || Estimated Time: 2 days, 6:03:15
2023-08-05 03:17:56,318 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 03:17:57,104 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.950, mIoU: 0.400
2023-08-05 03:17:57,231 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.472
2023-08-05 03:17:57,356 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.497
2023-08-05 03:17:57,473 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.520
2023-08-05 03:17:57,594 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.506
2023-08-05 03:17:57,710 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.509
2023-08-05 03:17:57,832 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.536
2023-08-05 03:17:57,948 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.573
2023-08-05 03:17:58,070 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.577
2023-08-05 03:17:58,189 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.620
2023-08-05 03:17:58,309 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.615
2023-08-05 03:17:58,425 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.636
2023-08-05 03:17:58,545 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.648
2023-08-05 03:17:58,664 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.641
2023-08-05 03:17:58,785 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.646
2023-08-05 03:17:58,902 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.638
2023-08-05 03:17:59,022 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.639
2023-08-05 03:17:59,140 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.642
2023-08-05 03:17:59,260 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.646
2023-08-05 03:17:59,377 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.652
2023-08-05 03:17:59,497 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.649
2023-08-05 03:17:59,615 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.647
2023-08-05 03:17:59,736 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.650
2023-08-05 03:17:59,854 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 03:17:59,974 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 03:18:00,090 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 03:18:00,212 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 03:18:00,330 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-05 03:18:00,451 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 03:18:00,568 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.661
2023-08-05 03:18:00,689 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 03:18:00,806 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.657
2023-08-05 03:18:00,930 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.659
2023-08-05 03:18:01,047 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.657
2023-08-05 03:18:01,167 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.656
2023-08-05 03:18:01,284 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.655
2023-08-05 03:18:01,404 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.653
2023-08-05 03:18:01,523 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.651
2023-08-05 03:18:01,643 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.653
2023-08-05 03:18:01,760 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.653
2023-08-05 03:18:01,881 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.653
2023-08-05 03:18:01,999 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-05 03:18:02,120 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-05 03:18:02,237 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.654
2023-08-05 03:18:02,360 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.652
2023-08-05 03:18:02,478 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.653
2023-08-05 03:18:02,599 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.653
2023-08-05 03:18:02,717 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 03:18:02,838 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 03:18:02,955 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.657
2023-08-05 03:18:03,076 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.657
2023-08-05 03:18:03,194 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.663
2023-08-05 03:18:03,315 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.663
2023-08-05 03:18:03,432 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 03:18:03,552 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.663
2023-08-05 03:18:03,669 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.665
2023-08-05 03:18:03,789 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 03:18:03,907 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.671
2023-08-05 03:18:04,027 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.674
2023-08-05 03:18:04,143 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.673
2023-08-05 03:18:04,264 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 03:18:04,382 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.676
2023-08-05 03:18:04,502 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.671
2023-08-05 03:18:04,619 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.674
2023-08-05 03:18:04,740 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.675
2023-08-05 03:18:04,858 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.675
2023-08-05 03:18:04,978 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.674
2023-08-05 03:18:05,094 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.676
2023-08-05 03:18:05,215 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.675
2023-08-05 03:18:05,333 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.675
2023-08-05 03:18:05,453 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.675
2023-08-05 03:18:05,570 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.673
2023-08-05 03:18:05,691 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.673
2023-08-05 03:18:05,808 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.672
2023-08-05 03:18:05,928 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.674
2023-08-05 03:18:06,044 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.674
2023-08-05 03:18:06,165 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.674
2023-08-05 03:18:06,281 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.674
2023-08-05 03:18:06,401 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.674
2023-08-05 03:18:06,518 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.675
2023-08-05 03:18:06,639 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.677
2023-08-05 03:18:06,755 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.676
2023-08-05 03:18:06,876 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.676
2023-08-05 03:18:06,993 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.674
2023-08-05 03:18:07,113 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.669
2023-08-05 03:18:07,230 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.669
2023-08-05 03:18:07,351 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.669
2023-08-05 03:18:07,467 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.669
2023-08-05 03:18:07,588 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.669
2023-08-05 03:18:07,705 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 03:18:07,826 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 03:18:07,942 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.680
2023-08-05 03:18:08,062 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.680
2023-08-05 03:18:08,179 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:08,300 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:08,417 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:08,537 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:08,654 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:08,775 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 03:18:08,892 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 03:18:09,012 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.682
2023-08-05 03:18:09,129 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.681
2023-08-05 03:18:09,251 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.680
2023-08-05 03:18:09,369 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.680
2023-08-05 03:18:09,489 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.680
2023-08-05 03:18:09,605 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.680
2023-08-05 03:18:09,727 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.680
2023-08-05 03:18:09,845 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.679
2023-08-05 03:18:09,965 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.679
2023-08-05 03:18:10,083 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.679
2023-08-05 03:18:10,204 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.679
2023-08-05 03:18:10,320 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.679
2023-08-05 03:18:10,440 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.679
2023-08-05 03:18:10,558 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.933, mIoU: 0.678
2023-08-05 03:18:10,679 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.678
2023-08-05 03:18:10,796 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.678
2023-08-05 03:18:10,917 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.678
2023-08-05 03:18:11,033 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.676
2023-08-05 03:18:11,154 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.679
2023-08-05 03:18:11,271 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.678
2023-08-05 03:18:11,392 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.678
2023-08-05 03:18:11,510 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.678
2023-08-05 03:18:11,631 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.678
2023-08-05 03:18:11,748 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.679
2023-08-05 03:18:11,869 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.679
2023-08-05 03:18:11,986 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.680
2023-08-05 03:18:12,106 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.682
2023-08-05 03:18:12,222 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.682
2023-08-05 03:18:12,344 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.682
2023-08-05 03:18:12,461 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.683
2023-08-05 03:18:12,582 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.682
2023-08-05 03:18:12,698 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.682
2023-08-05 03:18:12,819 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.682
2023-08-05 03:18:12,936 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.934, mIoU: 0.681
2023-08-05 03:18:13,057 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:13,174 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:13,295 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:13,413 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:13,533 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.681
2023-08-05 03:18:13,649 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:13,769 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.934, mIoU: 0.682
2023-08-05 03:18:13,887 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:14,007 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:14,122 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:14,243 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.934, mIoU: 0.680
2023-08-05 03:18:14,362 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:14,482 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:14,600 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:14,720 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.934, mIoU: 0.681
2023-08-05 03:18:14,837 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.934, mIoU: 0.680
2023-08-05 03:18:14,958 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:15,074 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:15,195 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:15,311 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:15,433 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:15,550 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:15,671 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:15,788 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 03:18:15,909 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:16,027 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:16,148 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.935, mIoU: 0.681
2023-08-05 03:18:16,264 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.934, mIoU: 0.679
2023-08-05 03:18:16,386 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.934, mIoU: 0.679
2023-08-05 03:18:16,503 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.934, mIoU: 0.679
2023-08-05 03:18:16,624 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.934, mIoU: 0.679
2023-08-05 03:18:16,741 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 03:18:16,863 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 03:18:16,980 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 03:18:17,101 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 03:18:17,218 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 03:18:17,339 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.935, mIoU: 0.679
2023-08-05 03:18:17,456 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.936, mIoU: 0.679
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2023-08-05 03:18:40,743 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 03:18:40,867 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 03:18:40,984 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 03:18:41,105 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-05 03:18:41,222 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-05 03:18:41,343 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 03:18:41,462 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 03:18:41,583 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 03:18:41,699 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 03:18:41,821 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 03:18:41,940 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 03:18:42,061 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 03:18:42,178 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 03:18:42,300 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 03:18:42,418 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 03:18:42,539 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 03:18:42,656 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 03:18:42,777 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 03:18:42,895 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 03:18:43,016 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 03:18:43,133 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 03:18:43,255 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 03:18:43,373 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-05 03:18:43,493 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-05 03:18:43,610 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-05 03:18:43,732 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:43,849 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:43,970 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:44,088 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:44,209 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:44,326 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:44,447 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:44,564 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:44,685 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:44,803 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:44,925 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:45,042 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 03:18:45,164 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-05 03:18:45,281 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:45,403 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:45,521 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:45,642 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:45,759 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:45,881 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:45,998 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:46,119 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:46,238 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:46,360 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:46,477 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:46,599 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:18:46,717 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 03:18:46,838 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 03:18:46,956 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 03:18:47,077 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 03:18:47,194 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 03:18:47,316 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 03:18:47,434 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 03:18:47,555 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 03:18:47,673 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:47,795 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:47,913 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:48,034 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:48,152 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:48,273 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:48,391 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:48,512 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:48,629 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:48,751 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:48,868 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:48,988 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:49,108 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 03:18:49,229 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 03:18:49,346 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 03:18:49,469 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 03:18:49,586 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 03:18:49,708 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:49,825 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:49,947 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:50,066 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:50,187 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:50,304 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:50,427 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:50,546 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:50,668 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:50,785 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:50,908 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:51,025 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 03:18:51,146 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 03:18:51,263 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 03:18:51,385 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 03:18:51,502 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 03:18:51,623 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 03:18:51,736 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:51,857 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:51,975 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:52,096 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:52,213 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:52,334 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:52,453 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:52,574 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:52,691 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:52,812 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:52,930 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:53,051 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 03:18:53,167 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:53,289 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:53,408 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:53,525 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:53,642 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:53,765 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:53,883 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:54,004 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:54,120 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:54,242 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:54,359 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:54,480 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:54,597 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:54,719 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:54,835 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 03:18:54,956 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:55,074 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:55,195 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:55,312 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:55,434 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:55,551 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:55,673 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:55,789 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:55,911 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 03:18:56,028 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-05 03:18:56,150 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-05 03:18:56,267 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-05 03:18:56,388 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-05 03:18:56,504 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-05 03:19:12,722 semantic_segmentation INFO: Iters: 32810/150000 || Lr: 0.016016 || Task Loss: 0.2227 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:08:57 || Estimated Time: 2 days, 6:06:33
2023-08-05 03:19:28,593 semantic_segmentation INFO: Iters: 32820/150000 || Lr: 0.016015 || Task Loss: 0.3223 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:09:13 || Estimated Time: 2 days, 6:06:13
2023-08-05 03:19:44,500 semantic_segmentation INFO: Iters: 32830/150000 || Lr: 0.016013 || Task Loss: 0.2350 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:05:54
2023-08-05 03:20:00,383 semantic_segmentation INFO: Iters: 32840/150000 || Lr: 0.016012 || Task Loss: 0.3717 || KD Loss: 0.1946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:09:44 || Estimated Time: 2 days, 6:05:35
2023-08-05 03:20:16,234 semantic_segmentation INFO: Iters: 32850/150000 || Lr: 0.016011 || Task Loss: 0.5300 || KD Loss: 0.3021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:10:00 || Estimated Time: 2 days, 6:05:15
2023-08-05 03:20:32,098 semantic_segmentation INFO: Iters: 32860/150000 || Lr: 0.016010 || Task Loss: 0.2898 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:10:16 || Estimated Time: 2 days, 6:04:56
2023-08-05 03:20:47,997 semantic_segmentation INFO: Iters: 32870/150000 || Lr: 0.016009 || Task Loss: 0.4189 || KD Loss: 0.1560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:10:32 || Estimated Time: 2 days, 6:04:37
2023-08-05 03:21:03,874 semantic_segmentation INFO: Iters: 32880/150000 || Lr: 0.016007 || Task Loss: 0.6318 || KD Loss: 0.2534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:10:48 || Estimated Time: 2 days, 6:04:18
2023-08-05 03:21:19,731 semantic_segmentation INFO: Iters: 32890/150000 || Lr: 0.016006 || Task Loss: 0.3559 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:11:04 || Estimated Time: 2 days, 6:03:58
2023-08-05 03:21:35,558 semantic_segmentation INFO: Iters: 32900/150000 || Lr: 0.016005 || Task Loss: 0.2207 || KD Loss: 0.1595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:11:20 || Estimated Time: 2 days, 6:03:39
2023-08-05 03:21:51,398 semantic_segmentation INFO: Iters: 32910/150000 || Lr: 0.016004 || Task Loss: 0.3649 || KD Loss: 0.1508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:11:35 || Estimated Time: 2 days, 6:03:19
2023-08-05 03:22:07,244 semantic_segmentation INFO: Iters: 32920/150000 || Lr: 0.016002 || Task Loss: 0.1673 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:11:51 || Estimated Time: 2 days, 6:03:00
2023-08-05 03:22:23,096 semantic_segmentation INFO: Iters: 32930/150000 || Lr: 0.016001 || Task Loss: 0.2587 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:12:07 || Estimated Time: 2 days, 6:02:41
2023-08-05 03:22:38,944 semantic_segmentation INFO: Iters: 32940/150000 || Lr: 0.016000 || Task Loss: 0.4544 || KD Loss: 0.1968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:12:23 || Estimated Time: 2 days, 6:02:21
2023-08-05 03:22:54,777 semantic_segmentation INFO: Iters: 32950/150000 || Lr: 0.015999 || Task Loss: 0.2414 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:12:39 || Estimated Time: 2 days, 6:02:02
2023-08-05 03:23:10,610 semantic_segmentation INFO: Iters: 32960/150000 || Lr: 0.015997 || Task Loss: 0.2792 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:12:55 || Estimated Time: 2 days, 6:01:43
2023-08-05 03:23:26,431 semantic_segmentation INFO: Iters: 32970/150000 || Lr: 0.015996 || Task Loss: 0.4533 || KD Loss: 0.1632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 6:01:23
2023-08-05 03:23:42,268 semantic_segmentation INFO: Iters: 32980/150000 || Lr: 0.015995 || Task Loss: 0.2821 || KD Loss: 0.1271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:13:26 || Estimated Time: 2 days, 6:01:04
2023-08-05 03:23:58,088 semantic_segmentation INFO: Iters: 32990/150000 || Lr: 0.015994 || Task Loss: 0.2616 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:13:42 || Estimated Time: 2 days, 6:00:44
2023-08-05 03:24:13,881 semantic_segmentation INFO: Iters: 33000/150000 || Lr: 0.015993 || Task Loss: 0.2615 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:13:58 || Estimated Time: 2 days, 6:00:25
2023-08-05 03:24:29,683 semantic_segmentation INFO: Iters: 33010/150000 || Lr: 0.015991 || Task Loss: 0.4941 || KD Loss: 0.2339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:14:14 || Estimated Time: 2 days, 6:00:05
2023-08-05 03:24:45,464 semantic_segmentation INFO: Iters: 33020/150000 || Lr: 0.015990 || Task Loss: 0.1977 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:14:30 || Estimated Time: 2 days, 5:59:46
2023-08-05 03:25:01,254 semantic_segmentation INFO: Iters: 33030/150000 || Lr: 0.015989 || Task Loss: 0.2477 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:14:45 || Estimated Time: 2 days, 5:59:26
2023-08-05 03:25:17,043 semantic_segmentation INFO: Iters: 33040/150000 || Lr: 0.015988 || Task Loss: 0.3415 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:15:01 || Estimated Time: 2 days, 5:59:07
2023-08-05 03:25:32,822 semantic_segmentation INFO: Iters: 33050/150000 || Lr: 0.015986 || Task Loss: 0.2290 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:15:17 || Estimated Time: 2 days, 5:58:47
2023-08-05 03:25:48,651 semantic_segmentation INFO: Iters: 33060/150000 || Lr: 0.015985 || Task Loss: 0.2979 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:15:33 || Estimated Time: 2 days, 5:58:28
2023-08-05 03:26:04,474 semantic_segmentation INFO: Iters: 33070/150000 || Lr: 0.015984 || Task Loss: 0.2309 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:15:49 || Estimated Time: 2 days, 5:58:08
2023-08-05 03:26:20,324 semantic_segmentation INFO: Iters: 33080/150000 || Lr: 0.015983 || Task Loss: 0.2818 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:16:04 || Estimated Time: 2 days, 5:57:49
2023-08-05 03:26:36,178 semantic_segmentation INFO: Iters: 33090/150000 || Lr: 0.015982 || Task Loss: 0.3152 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:16:20 || Estimated Time: 2 days, 5:57:30
2023-08-05 03:26:52,024 semantic_segmentation INFO: Iters: 33100/150000 || Lr: 0.015980 || Task Loss: 0.2165 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:16:36 || Estimated Time: 2 days, 5:57:10
2023-08-05 03:27:07,853 semantic_segmentation INFO: Iters: 33110/150000 || Lr: 0.015979 || Task Loss: 0.1902 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:16:52 || Estimated Time: 2 days, 5:56:51
2023-08-05 03:27:23,694 semantic_segmentation INFO: Iters: 33120/150000 || Lr: 0.015978 || Task Loss: 0.2592 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:56:31
2023-08-05 03:27:39,553 semantic_segmentation INFO: Iters: 33130/150000 || Lr: 0.015977 || Task Loss: 0.4008 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:17:24 || Estimated Time: 2 days, 5:56:12
2023-08-05 03:27:55,405 semantic_segmentation INFO: Iters: 33140/150000 || Lr: 0.015975 || Task Loss: 0.3014 || KD Loss: 0.1660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:17:39 || Estimated Time: 2 days, 5:55:53
2023-08-05 03:28:11,248 semantic_segmentation INFO: Iters: 33150/150000 || Lr: 0.015974 || Task Loss: 0.3633 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:17:55 || Estimated Time: 2 days, 5:55:34
2023-08-05 03:28:27,073 semantic_segmentation INFO: Iters: 33160/150000 || Lr: 0.015973 || Task Loss: 0.3244 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:11 || Estimated Time: 2 days, 5:55:14
2023-08-05 03:28:42,922 semantic_segmentation INFO: Iters: 33170/150000 || Lr: 0.015972 || Task Loss: 0.3426 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:27 || Estimated Time: 2 days, 5:54:55
2023-08-05 03:28:58,777 semantic_segmentation INFO: Iters: 33180/150000 || Lr: 0.015970 || Task Loss: 0.2244 || KD Loss: 0.1421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:43 || Estimated Time: 2 days, 5:54:36
2023-08-05 03:29:14,610 semantic_segmentation INFO: Iters: 33190/150000 || Lr: 0.015969 || Task Loss: 0.2773 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:59 || Estimated Time: 2 days, 5:54:16
2023-08-05 03:29:30,440 semantic_segmentation INFO: Iters: 33200/150000 || Lr: 0.015968 || Task Loss: 0.2751 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:19:14 || Estimated Time: 2 days, 5:53:57
2023-08-05 03:29:46,262 semantic_segmentation INFO: Iters: 33210/150000 || Lr: 0.015967 || Task Loss: 0.2339 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:19:30 || Estimated Time: 2 days, 5:53:37
2023-08-05 03:30:02,078 semantic_segmentation INFO: Iters: 33220/150000 || Lr: 0.015966 || Task Loss: 0.3132 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:19:46 || Estimated Time: 2 days, 5:53:18
2023-08-05 03:30:17,895 semantic_segmentation INFO: Iters: 33230/150000 || Lr: 0.015964 || Task Loss: 0.1704 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:02 || Estimated Time: 2 days, 5:52:59
2023-08-05 03:30:33,722 semantic_segmentation INFO: Iters: 33240/150000 || Lr: 0.015963 || Task Loss: 0.3746 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:18 || Estimated Time: 2 days, 5:52:39
2023-08-05 03:30:49,552 semantic_segmentation INFO: Iters: 33250/150000 || Lr: 0.015962 || Task Loss: 0.3521 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:34 || Estimated Time: 2 days, 5:52:20
2023-08-05 03:31:05,386 semantic_segmentation INFO: Iters: 33260/150000 || Lr: 0.015961 || Task Loss: 0.2477 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:52:01
2023-08-05 03:31:21,181 semantic_segmentation INFO: Iters: 33270/150000 || Lr: 0.015959 || Task Loss: 0.7267 || KD Loss: 0.2931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:21:05 || Estimated Time: 2 days, 5:51:41
2023-08-05 03:31:36,986 semantic_segmentation INFO: Iters: 33280/150000 || Lr: 0.015958 || Task Loss: 0.2415 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:21:21 || Estimated Time: 2 days, 5:51:22
2023-08-05 03:31:52,803 semantic_segmentation INFO: Iters: 33290/150000 || Lr: 0.015957 || Task Loss: 0.2617 || KD Loss: 0.4422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:21:37 || Estimated Time: 2 days, 5:51:02
2023-08-05 03:32:08,643 semantic_segmentation INFO: Iters: 33300/150000 || Lr: 0.015956 || Task Loss: 0.2675 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:21:53 || Estimated Time: 2 days, 5:50:43
2023-08-05 03:32:24,445 semantic_segmentation INFO: Iters: 33310/150000 || Lr: 0.015954 || Task Loss: 0.5819 || KD Loss: 0.2509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:22:08 || Estimated Time: 2 days, 5:50:23
2023-08-05 03:32:40,251 semantic_segmentation INFO: Iters: 33320/150000 || Lr: 0.015953 || Task Loss: 0.5037 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:22:24 || Estimated Time: 2 days, 5:50:04
2023-08-05 03:32:56,055 semantic_segmentation INFO: Iters: 33330/150000 || Lr: 0.015952 || Task Loss: 0.2268 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:22:40 || Estimated Time: 2 days, 5:49:45
2023-08-05 03:33:11,873 semantic_segmentation INFO: Iters: 33340/150000 || Lr: 0.015951 || Task Loss: 0.1752 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:22:56 || Estimated Time: 2 days, 5:49:25
2023-08-05 03:33:27,693 semantic_segmentation INFO: Iters: 33350/150000 || Lr: 0.015950 || Task Loss: 0.6141 || KD Loss: 0.3423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:23:12 || Estimated Time: 2 days, 5:49:06
2023-08-05 03:33:43,528 semantic_segmentation INFO: Iters: 33360/150000 || Lr: 0.015948 || Task Loss: 0.3022 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:23:28 || Estimated Time: 2 days, 5:48:47
2023-08-05 03:33:59,364 semantic_segmentation INFO: Iters: 33370/150000 || Lr: 0.015947 || Task Loss: 0.5923 || KD Loss: 0.2063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:48:27
2023-08-05 03:34:15,217 semantic_segmentation INFO: Iters: 33380/150000 || Lr: 0.015946 || Task Loss: 0.3814 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:23:59 || Estimated Time: 2 days, 5:48:08
2023-08-05 03:34:31,065 semantic_segmentation INFO: Iters: 33390/150000 || Lr: 0.015945 || Task Loss: 0.3481 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:24:15 || Estimated Time: 2 days, 5:47:49
2023-08-05 03:34:46,904 semantic_segmentation INFO: Iters: 33400/150000 || Lr: 0.015943 || Task Loss: 0.3141 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:24:31 || Estimated Time: 2 days, 5:47:29
2023-08-05 03:35:02,746 semantic_segmentation INFO: Iters: 33410/150000 || Lr: 0.015942 || Task Loss: 0.3106 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:24:47 || Estimated Time: 2 days, 5:47:10
2023-08-05 03:35:18,609 semantic_segmentation INFO: Iters: 33420/150000 || Lr: 0.015941 || Task Loss: 0.3697 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:25:03 || Estimated Time: 2 days, 5:46:51
2023-08-05 03:35:34,454 semantic_segmentation INFO: Iters: 33430/150000 || Lr: 0.015940 || Task Loss: 0.1917 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:25:18 || Estimated Time: 2 days, 5:46:32
2023-08-05 03:35:50,307 semantic_segmentation INFO: Iters: 33440/150000 || Lr: 0.015938 || Task Loss: 0.1607 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:25:34 || Estimated Time: 2 days, 5:46:12
2023-08-05 03:36:06,162 semantic_segmentation INFO: Iters: 33450/150000 || Lr: 0.015937 || Task Loss: 0.3458 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:25:50 || Estimated Time: 2 days, 5:45:53
2023-08-05 03:36:22,011 semantic_segmentation INFO: Iters: 33460/150000 || Lr: 0.015936 || Task Loss: 0.3721 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:06 || Estimated Time: 2 days, 5:45:34
2023-08-05 03:36:37,877 semantic_segmentation INFO: Iters: 33470/150000 || Lr: 0.015935 || Task Loss: 0.2695 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:22 || Estimated Time: 2 days, 5:45:15
2023-08-05 03:36:53,753 semantic_segmentation INFO: Iters: 33480/150000 || Lr: 0.015934 || Task Loss: 0.3801 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:38 || Estimated Time: 2 days, 5:44:56
2023-08-05 03:37:09,613 semantic_segmentation INFO: Iters: 33490/150000 || Lr: 0.015932 || Task Loss: 0.2075 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:54 || Estimated Time: 2 days, 5:44:36
2023-08-05 03:37:25,481 semantic_segmentation INFO: Iters: 33500/150000 || Lr: 0.015931 || Task Loss: 0.1827 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:27:10 || Estimated Time: 2 days, 5:44:17
2023-08-05 03:37:41,339 semantic_segmentation INFO: Iters: 33510/150000 || Lr: 0.015930 || Task Loss: 0.3029 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:27:25 || Estimated Time: 2 days, 5:43:58
2023-08-05 03:37:57,173 semantic_segmentation INFO: Iters: 33520/150000 || Lr: 0.015929 || Task Loss: 0.4536 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:27:41 || Estimated Time: 2 days, 5:43:39
2023-08-05 03:38:13,027 semantic_segmentation INFO: Iters: 33530/150000 || Lr: 0.015927 || Task Loss: 0.3054 || KD Loss: 0.1363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:27:57 || Estimated Time: 2 days, 5:43:20
2023-08-05 03:38:28,880 semantic_segmentation INFO: Iters: 33540/150000 || Lr: 0.015926 || Task Loss: 0.1817 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:28:13 || Estimated Time: 2 days, 5:43:00
2023-08-05 03:38:44,727 semantic_segmentation INFO: Iters: 33550/150000 || Lr: 0.015925 || Task Loss: 0.2711 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:28:29 || Estimated Time: 2 days, 5:42:41
2023-08-05 03:39:00,585 semantic_segmentation INFO: Iters: 33560/150000 || Lr: 0.015924 || Task Loss: 0.2694 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:28:45 || Estimated Time: 2 days, 5:42:22
2023-08-05 03:39:16,395 semantic_segmentation INFO: Iters: 33570/150000 || Lr: 0.015922 || Task Loss: 0.3054 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:00 || Estimated Time: 2 days, 5:42:03
2023-08-05 03:39:32,195 semantic_segmentation INFO: Iters: 33580/150000 || Lr: 0.015921 || Task Loss: 0.5429 || KD Loss: 0.2635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:16 || Estimated Time: 2 days, 5:41:43
2023-08-05 03:39:48,014 semantic_segmentation INFO: Iters: 33590/150000 || Lr: 0.015920 || Task Loss: 0.4730 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:32 || Estimated Time: 2 days, 5:41:24
2023-08-05 03:40:03,830 semantic_segmentation INFO: Iters: 33600/150000 || Lr: 0.015919 || Task Loss: 0.2892 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:48 || Estimated Time: 2 days, 5:41:05
2023-08-05 03:40:03,907 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 03:40:04,735 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.929, mIoU: 0.359
2023-08-05 03:40:04,854 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.950, mIoU: 0.469
2023-08-05 03:40:04,976 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.487
2023-08-05 03:40:05,093 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.517
2023-08-05 03:40:05,214 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.508
2023-08-05 03:40:05,332 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.509
2023-08-05 03:40:05,454 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.527
2023-08-05 03:40:05,571 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.550
2023-08-05 03:40:05,692 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.562
2023-08-05 03:40:05,809 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.578
2023-08-05 03:40:05,929 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.588
2023-08-05 03:40:06,045 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.613
2023-08-05 03:40:06,167 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.630
2023-08-05 03:40:06,284 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.942, mIoU: 0.619
2023-08-05 03:40:06,404 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.627
2023-08-05 03:40:06,521 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.622
2023-08-05 03:40:06,642 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.622
2023-08-05 03:40:06,760 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.628
2023-08-05 03:40:06,880 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.634
2023-08-05 03:40:06,996 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 03:40:07,118 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.640
2023-08-05 03:40:07,236 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.628
2023-08-05 03:40:07,356 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.632
2023-08-05 03:40:07,473 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.638
2023-08-05 03:40:07,594 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-05 03:40:07,710 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 03:40:07,831 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.645
2023-08-05 03:40:07,948 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.641
2023-08-05 03:40:08,068 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.645
2023-08-05 03:40:08,184 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.647
2023-08-05 03:40:08,305 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.646
2023-08-05 03:40:08,421 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.646
2023-08-05 03:40:08,542 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.647
2023-08-05 03:40:08,659 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.645
2023-08-05 03:40:08,780 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.647
2023-08-05 03:40:08,896 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.646
2023-08-05 03:40:09,017 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.934, mIoU: 0.643
2023-08-05 03:40:09,134 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.641
2023-08-05 03:40:09,254 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.635
2023-08-05 03:40:09,370 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.636
2023-08-05 03:40:09,490 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.933, mIoU: 0.637
2023-08-05 03:40:09,608 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.636
2023-08-05 03:40:09,728 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.637
2023-08-05 03:40:09,847 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.639
2023-08-05 03:40:09,967 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.638
2023-08-05 03:40:10,086 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.638
2023-08-05 03:40:10,206 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.639
2023-08-05 03:40:10,323 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.638
2023-08-05 03:40:10,443 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.643
2023-08-05 03:40:10,561 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.645
2023-08-05 03:40:10,682 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 03:40:10,799 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.654
2023-08-05 03:40:10,919 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 03:40:11,035 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.649
2023-08-05 03:40:11,155 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.648
2023-08-05 03:40:11,273 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.654
2023-08-05 03:40:11,392 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.654
2023-08-05 03:40:11,509 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.660
2023-08-05 03:40:11,629 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.663
2023-08-05 03:40:11,745 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.662
2023-08-05 03:40:11,866 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.664
2023-08-05 03:40:11,984 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.666
2023-08-05 03:40:12,105 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.664
2023-08-05 03:40:12,221 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.668
2023-08-05 03:40:12,342 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 03:40:12,459 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.669
2023-08-05 03:40:12,580 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.669
2023-08-05 03:40:12,697 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.670
2023-08-05 03:40:12,818 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.668
2023-08-05 03:40:12,935 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.669
2023-08-05 03:40:13,056 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.669
2023-08-05 03:40:13,172 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 03:40:13,294 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 03:40:13,410 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.667
2023-08-05 03:40:13,530 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 03:40:13,647 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 03:40:13,767 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 03:40:13,883 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.668
2023-08-05 03:40:14,003 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.667
2023-08-05 03:40:14,119 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.669
2023-08-05 03:40:14,240 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.671
2023-08-05 03:40:14,357 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.671
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2023-08-05 03:41:00,999 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 03:41:01,117 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:01,235 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:01,357 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:01,474 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:01,596 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:01,712 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:01,834 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:01,951 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:02,072 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:02,190 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:02,311 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:02,427 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 03:41:02,549 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 03:41:02,666 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 03:41:02,787 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 03:41:02,904 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 03:41:03,025 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:03,143 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:03,263 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:03,379 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:03,500 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:03,618 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:03,739 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:03,855 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:03,976 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:04,092 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 03:41:19,997 semantic_segmentation INFO: Iters: 33610/150000 || Lr: 0.015918 || Task Loss: 0.3039 || KD Loss: 0.1271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:31:04 || Estimated Time: 2 days, 5:44:14
2023-08-05 03:41:35,811 semantic_segmentation INFO: Iters: 33620/150000 || Lr: 0.015916 || Task Loss: 0.2369 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:31:20 || Estimated Time: 2 days, 5:43:55
2023-08-05 03:41:51,678 semantic_segmentation INFO: Iters: 33630/150000 || Lr: 0.015915 || Task Loss: 0.3091 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:31:36 || Estimated Time: 2 days, 5:43:36
2023-08-05 03:42:07,551 semantic_segmentation INFO: Iters: 33640/150000 || Lr: 0.015914 || Task Loss: 0.2516 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:31:52 || Estimated Time: 2 days, 5:43:16
2023-08-05 03:42:23,425 semantic_segmentation INFO: Iters: 33650/150000 || Lr: 0.015913 || Task Loss: 0.2655 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:32:07 || Estimated Time: 2 days, 5:42:57
2023-08-05 03:42:39,298 semantic_segmentation INFO: Iters: 33660/150000 || Lr: 0.015911 || Task Loss: 0.2105 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:32:23 || Estimated Time: 2 days, 5:42:38
2023-08-05 03:42:55,151 semantic_segmentation INFO: Iters: 33670/150000 || Lr: 0.015910 || Task Loss: 0.3249 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:32:39 || Estimated Time: 2 days, 5:42:19
2023-08-05 03:43:11,017 semantic_segmentation INFO: Iters: 33680/150000 || Lr: 0.015909 || Task Loss: 0.2173 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:32:55 || Estimated Time: 2 days, 5:41:59
2023-08-05 03:43:26,883 semantic_segmentation INFO: Iters: 33690/150000 || Lr: 0.015908 || Task Loss: 0.3192 || KD Loss: 0.2745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:33:11 || Estimated Time: 2 days, 5:41:40
2023-08-05 03:43:42,774 semantic_segmentation INFO: Iters: 33700/150000 || Lr: 0.015906 || Task Loss: 0.2297 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:33:27 || Estimated Time: 2 days, 5:41:21
2023-08-05 03:43:58,659 semantic_segmentation INFO: Iters: 33710/150000 || Lr: 0.015905 || Task Loss: 0.2078 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:33:43 || Estimated Time: 2 days, 5:41:02
2023-08-05 03:44:14,544 semantic_segmentation INFO: Iters: 33720/150000 || Lr: 0.015904 || Task Loss: 0.5978 || KD Loss: 0.2501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:40:43
2023-08-05 03:44:30,427 semantic_segmentation INFO: Iters: 33730/150000 || Lr: 0.015903 || Task Loss: 0.2373 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:34:14 || Estimated Time: 2 days, 5:40:24
2023-08-05 03:44:46,296 semantic_segmentation INFO: Iters: 33740/150000 || Lr: 0.015902 || Task Loss: 0.2208 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:34:30 || Estimated Time: 2 days, 5:40:04
2023-08-05 03:45:02,169 semantic_segmentation INFO: Iters: 33750/150000 || Lr: 0.015900 || Task Loss: 0.4937 || KD Loss: 0.2089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:34:46 || Estimated Time: 2 days, 5:39:45
2023-08-05 03:45:18,049 semantic_segmentation INFO: Iters: 33760/150000 || Lr: 0.015899 || Task Loss: 0.2286 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:02 || Estimated Time: 2 days, 5:39:26
2023-08-05 03:45:33,912 semantic_segmentation INFO: Iters: 33770/150000 || Lr: 0.015898 || Task Loss: 0.1898 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:18 || Estimated Time: 2 days, 5:39:07
2023-08-05 03:45:49,776 semantic_segmentation INFO: Iters: 33780/150000 || Lr: 0.015897 || Task Loss: 0.3380 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:34 || Estimated Time: 2 days, 5:38:48
2023-08-05 03:46:05,621 semantic_segmentation INFO: Iters: 33790/150000 || Lr: 0.015895 || Task Loss: 0.3423 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:50 || Estimated Time: 2 days, 5:38:28
2023-08-05 03:46:21,467 semantic_segmentation INFO: Iters: 33800/150000 || Lr: 0.015894 || Task Loss: 0.4527 || KD Loss: 0.1520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:06 || Estimated Time: 2 days, 5:38:09
2023-08-05 03:46:37,296 semantic_segmentation INFO: Iters: 33810/150000 || Lr: 0.015893 || Task Loss: 0.2255 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:21 || Estimated Time: 2 days, 5:37:50
2023-08-05 03:46:53,123 semantic_segmentation INFO: Iters: 33820/150000 || Lr: 0.015892 || Task Loss: 0.7064 || KD Loss: 0.2803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:37 || Estimated Time: 2 days, 5:37:30
2023-08-05 03:47:08,965 semantic_segmentation INFO: Iters: 33830/150000 || Lr: 0.015890 || Task Loss: 0.2905 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:53 || Estimated Time: 2 days, 5:37:11
2023-08-05 03:47:24,801 semantic_segmentation INFO: Iters: 33840/150000 || Lr: 0.015889 || Task Loss: 0.2187 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:37:09 || Estimated Time: 2 days, 5:36:52
2023-08-05 03:47:40,588 semantic_segmentation INFO: Iters: 33850/150000 || Lr: 0.015888 || Task Loss: 0.2448 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:37:25 || Estimated Time: 2 days, 5:36:32
2023-08-05 03:47:56,391 semantic_segmentation INFO: Iters: 33860/150000 || Lr: 0.015887 || Task Loss: 0.3165 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:37:40 || Estimated Time: 2 days, 5:36:13
2023-08-05 03:48:12,212 semantic_segmentation INFO: Iters: 33870/150000 || Lr: 0.015886 || Task Loss: 0.3099 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:35:54
2023-08-05 03:48:28,033 semantic_segmentation INFO: Iters: 33880/150000 || Lr: 0.015884 || Task Loss: 0.2512 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:38:12 || Estimated Time: 2 days, 5:35:34
2023-08-05 03:48:43,817 semantic_segmentation INFO: Iters: 33890/150000 || Lr: 0.015883 || Task Loss: 0.2276 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:38:28 || Estimated Time: 2 days, 5:35:15
2023-08-05 03:48:59,627 semantic_segmentation INFO: Iters: 33900/150000 || Lr: 0.015882 || Task Loss: 0.3760 || KD Loss: 0.1585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:38:44 || Estimated Time: 2 days, 5:34:55
2023-08-05 03:49:15,436 semantic_segmentation INFO: Iters: 33910/150000 || Lr: 0.015881 || Task Loss: 0.6487 || KD Loss: 0.3031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:38:59 || Estimated Time: 2 days, 5:34:36
2023-08-05 03:49:31,246 semantic_segmentation INFO: Iters: 33920/150000 || Lr: 0.015879 || Task Loss: 0.4467 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:15 || Estimated Time: 2 days, 5:34:17
2023-08-05 03:49:47,040 semantic_segmentation INFO: Iters: 33930/150000 || Lr: 0.015878 || Task Loss: 0.1673 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:31 || Estimated Time: 2 days, 5:33:57
2023-08-05 03:50:02,855 semantic_segmentation INFO: Iters: 33940/150000 || Lr: 0.015877 || Task Loss: 0.1790 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:47 || Estimated Time: 2 days, 5:33:38
2023-08-05 03:50:18,668 semantic_segmentation INFO: Iters: 33950/150000 || Lr: 0.015876 || Task Loss: 0.1988 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:03 || Estimated Time: 2 days, 5:33:19
2023-08-05 03:50:34,469 semantic_segmentation INFO: Iters: 33960/150000 || Lr: 0.015874 || Task Loss: 0.1724 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:19 || Estimated Time: 2 days, 5:32:59
2023-08-05 03:50:50,280 semantic_segmentation INFO: Iters: 33970/150000 || Lr: 0.015873 || Task Loss: 0.2851 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:34 || Estimated Time: 2 days, 5:32:40
2023-08-05 03:51:06,103 semantic_segmentation INFO: Iters: 33980/150000 || Lr: 0.015872 || Task Loss: 0.3818 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:50 || Estimated Time: 2 days, 5:32:21
2023-08-05 03:51:21,921 semantic_segmentation INFO: Iters: 33990/150000 || Lr: 0.015871 || Task Loss: 0.2906 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:41:06 || Estimated Time: 2 days, 5:32:01
2023-08-05 03:51:37,729 semantic_segmentation INFO: Iters: 34000/150000 || Lr: 0.015870 || Task Loss: 0.4907 || KD Loss: 0.1848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:41:22 || Estimated Time: 2 days, 5:31:42
2023-08-05 03:51:53,525 semantic_segmentation INFO: Iters: 34010/150000 || Lr: 0.015868 || Task Loss: 0.1933 || KD Loss: 0.1670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:41:38 || Estimated Time: 2 days, 5:31:23
2023-08-05 03:52:09,334 semantic_segmentation INFO: Iters: 34020/150000 || Lr: 0.015867 || Task Loss: 0.2123 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:41:53 || Estimated Time: 2 days, 5:31:03
2023-08-05 03:52:25,174 semantic_segmentation INFO: Iters: 34030/150000 || Lr: 0.015866 || Task Loss: 0.3768 || KD Loss: 0.1493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:42:09 || Estimated Time: 2 days, 5:30:44
2023-08-05 03:52:40,984 semantic_segmentation INFO: Iters: 34040/150000 || Lr: 0.015865 || Task Loss: 0.2139 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:42:25 || Estimated Time: 2 days, 5:30:25
2023-08-05 03:52:56,810 semantic_segmentation INFO: Iters: 34050/150000 || Lr: 0.015863 || Task Loss: 0.1681 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:42:41 || Estimated Time: 2 days, 5:30:05
2023-08-05 03:53:12,656 semantic_segmentation INFO: Iters: 34060/150000 || Lr: 0.015862 || Task Loss: 0.1507 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:42:57 || Estimated Time: 2 days, 5:29:46
2023-08-05 03:53:28,506 semantic_segmentation INFO: Iters: 34070/150000 || Lr: 0.015861 || Task Loss: 0.1549 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:43:13 || Estimated Time: 2 days, 5:29:27
2023-08-05 03:53:44,349 semantic_segmentation INFO: Iters: 34080/150000 || Lr: 0.015860 || Task Loss: 0.1696 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:43:28 || Estimated Time: 2 days, 5:29:08
2023-08-05 03:54:00,201 semantic_segmentation INFO: Iters: 34090/150000 || Lr: 0.015858 || Task Loss: 0.2060 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:43:44 || Estimated Time: 2 days, 5:28:48
2023-08-05 03:54:16,053 semantic_segmentation INFO: Iters: 34100/150000 || Lr: 0.015857 || Task Loss: 0.2181 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:44:00 || Estimated Time: 2 days, 5:28:29
2023-08-05 03:54:31,914 semantic_segmentation INFO: Iters: 34110/150000 || Lr: 0.015856 || Task Loss: 0.3798 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:44:16 || Estimated Time: 2 days, 5:28:10
2023-08-05 03:54:47,767 semantic_segmentation INFO: Iters: 34120/150000 || Lr: 0.015855 || Task Loss: 0.2057 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:44:32 || Estimated Time: 2 days, 5:27:51
2023-08-05 03:55:03,590 semantic_segmentation INFO: Iters: 34130/150000 || Lr: 0.015853 || Task Loss: 0.2689 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:44:48 || Estimated Time: 2 days, 5:27:32
2023-08-05 03:55:19,419 semantic_segmentation INFO: Iters: 34140/150000 || Lr: 0.015852 || Task Loss: 0.2360 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:03 || Estimated Time: 2 days, 5:27:12
2023-08-05 03:55:35,231 semantic_segmentation INFO: Iters: 34150/150000 || Lr: 0.015851 || Task Loss: 0.2807 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:19 || Estimated Time: 2 days, 5:26:53
2023-08-05 03:55:51,034 semantic_segmentation INFO: Iters: 34160/150000 || Lr: 0.015850 || Task Loss: 0.1376 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:35 || Estimated Time: 2 days, 5:26:34
2023-08-05 03:56:06,864 semantic_segmentation INFO: Iters: 34170/150000 || Lr: 0.015849 || Task Loss: 0.2096 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:51 || Estimated Time: 2 days, 5:26:14
2023-08-05 03:56:22,669 semantic_segmentation INFO: Iters: 34180/150000 || Lr: 0.015847 || Task Loss: 0.2585 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:07 || Estimated Time: 2 days, 5:25:55
2023-08-05 03:56:38,469 semantic_segmentation INFO: Iters: 34190/150000 || Lr: 0.015846 || Task Loss: 0.4273 || KD Loss: 0.1880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:23 || Estimated Time: 2 days, 5:25:36
2023-08-05 03:56:54,274 semantic_segmentation INFO: Iters: 34200/150000 || Lr: 0.015845 || Task Loss: 0.2554 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:38 || Estimated Time: 2 days, 5:25:16
2023-08-05 03:57:10,098 semantic_segmentation INFO: Iters: 34210/150000 || Lr: 0.015844 || Task Loss: 0.2114 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:54 || Estimated Time: 2 days, 5:24:57
2023-08-05 03:57:25,901 semantic_segmentation INFO: Iters: 34220/150000 || Lr: 0.015842 || Task Loss: 0.2713 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:47:10 || Estimated Time: 2 days, 5:24:38
2023-08-05 03:57:41,701 semantic_segmentation INFO: Iters: 34230/150000 || Lr: 0.015841 || Task Loss: 0.2400 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:47:26 || Estimated Time: 2 days, 5:24:19
2023-08-05 03:57:57,474 semantic_segmentation INFO: Iters: 34240/150000 || Lr: 0.015840 || Task Loss: 0.2770 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:47:42 || Estimated Time: 2 days, 5:23:59
2023-08-05 03:58:13,247 semantic_segmentation INFO: Iters: 34250/150000 || Lr: 0.015839 || Task Loss: 0.1870 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:47:57 || Estimated Time: 2 days, 5:23:40
2023-08-05 03:58:29,030 semantic_segmentation INFO: Iters: 34260/150000 || Lr: 0.015837 || Task Loss: 0.2236 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:48:13 || Estimated Time: 2 days, 5:23:20
2023-08-05 03:58:44,844 semantic_segmentation INFO: Iters: 34270/150000 || Lr: 0.015836 || Task Loss: 0.3249 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:48:29 || Estimated Time: 2 days, 5:23:01
2023-08-05 03:59:00,636 semantic_segmentation INFO: Iters: 34280/150000 || Lr: 0.015835 || Task Loss: 0.2575 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:48:45 || Estimated Time: 2 days, 5:22:42
2023-08-05 03:59:16,430 semantic_segmentation INFO: Iters: 34290/150000 || Lr: 0.015834 || Task Loss: 0.3194 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:49:00 || Estimated Time: 2 days, 5:22:22
2023-08-05 03:59:32,188 semantic_segmentation INFO: Iters: 34300/150000 || Lr: 0.015833 || Task Loss: 0.4058 || KD Loss: 0.2226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:49:16 || Estimated Time: 2 days, 5:22:03
2023-08-05 03:59:47,968 semantic_segmentation INFO: Iters: 34310/150000 || Lr: 0.015831 || Task Loss: 0.2174 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:49:32 || Estimated Time: 2 days, 5:21:43
2023-08-05 04:00:03,776 semantic_segmentation INFO: Iters: 34320/150000 || Lr: 0.015830 || Task Loss: 0.2824 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:49:48 || Estimated Time: 2 days, 5:21:24
2023-08-05 04:00:19,576 semantic_segmentation INFO: Iters: 34330/150000 || Lr: 0.015829 || Task Loss: 0.2406 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:50:04 || Estimated Time: 2 days, 5:21:05
2023-08-05 04:00:35,381 semantic_segmentation INFO: Iters: 34340/150000 || Lr: 0.015828 || Task Loss: 0.2179 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:50:19 || Estimated Time: 2 days, 5:20:46
2023-08-05 04:00:51,200 semantic_segmentation INFO: Iters: 34350/150000 || Lr: 0.015826 || Task Loss: 0.3455 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:50:35 || Estimated Time: 2 days, 5:20:26
2023-08-05 04:01:07,031 semantic_segmentation INFO: Iters: 34360/150000 || Lr: 0.015825 || Task Loss: 0.3175 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:50:51 || Estimated Time: 2 days, 5:20:07
2023-08-05 04:01:22,856 semantic_segmentation INFO: Iters: 34370/150000 || Lr: 0.015824 || Task Loss: 0.2506 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:07 || Estimated Time: 2 days, 5:19:48
2023-08-05 04:01:38,695 semantic_segmentation INFO: Iters: 34380/150000 || Lr: 0.015823 || Task Loss: 0.2641 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:23 || Estimated Time: 2 days, 5:19:29
2023-08-05 04:01:54,530 semantic_segmentation INFO: Iters: 34390/150000 || Lr: 0.015821 || Task Loss: 0.3827 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:39 || Estimated Time: 2 days, 5:19:10
2023-08-05 04:02:10,364 semantic_segmentation INFO: Iters: 34400/150000 || Lr: 0.015820 || Task Loss: 0.2800 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:54 || Estimated Time: 2 days, 5:18:50
2023-08-05 04:02:10,439 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 04:02:11,241 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.404
2023-08-05 04:02:11,364 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.489
2023-08-05 04:02:11,489 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.503
2023-08-05 04:02:11,606 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.532
2023-08-05 04:02:11,727 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.521
2023-08-05 04:02:11,843 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.522
2023-08-05 04:02:11,965 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.523
2023-08-05 04:02:12,081 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.558
2023-08-05 04:02:12,203 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.563
2023-08-05 04:02:12,320 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.601
2023-08-05 04:02:12,441 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.606
2023-08-05 04:02:12,557 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.615
2023-08-05 04:02:12,677 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.630
2023-08-05 04:02:12,795 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.623
2023-08-05 04:02:12,916 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.620
2023-08-05 04:02:13,033 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.612
2023-08-05 04:02:13,154 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.615
2023-08-05 04:02:13,270 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.616
2023-08-05 04:02:13,391 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.624
2023-08-05 04:02:13,509 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.632
2023-08-05 04:02:13,631 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.634
2023-08-05 04:02:13,748 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.643
2023-08-05 04:02:13,868 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.645
2023-08-05 04:02:13,986 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.652
2023-08-05 04:02:14,108 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.665
2023-08-05 04:02:14,224 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.668
2023-08-05 04:02:14,345 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.664
2023-08-05 04:02:14,461 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.662
2023-08-05 04:02:14,583 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.661
2023-08-05 04:02:14,700 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 04:02:14,819 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.657
2023-08-05 04:02:14,937 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 04:02:15,058 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 04:02:15,175 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 04:02:15,295 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.658
2023-08-05 04:02:15,411 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.658
2023-08-05 04:02:15,531 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.655
2023-08-05 04:02:15,648 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 04:02:15,769 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 04:02:15,884 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 04:02:16,005 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-05 04:02:16,129 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 04:02:16,249 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-05 04:02:16,367 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 04:02:16,488 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.651
2023-08-05 04:02:16,605 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.652
2023-08-05 04:02:16,725 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.653
2023-08-05 04:02:16,843 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.652
2023-08-05 04:02:16,965 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 04:02:17,088 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 04:02:17,208 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 04:02:17,327 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 04:02:17,448 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-05 04:02:17,565 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 04:02:17,685 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 04:02:17,807 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 04:02:17,927 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 04:02:18,044 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.685
2023-08-05 04:02:18,165 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.688
2023-08-05 04:02:18,282 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.686
2023-08-05 04:02:18,403 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 04:02:18,522 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 04:02:18,642 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-05 04:02:18,759 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-05 04:02:18,879 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 04:02:18,995 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 04:02:19,117 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 04:02:19,234 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.694
2023-08-05 04:02:19,354 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 04:02:19,471 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 04:02:19,592 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 04:02:19,709 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 04:02:19,831 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 04:02:19,947 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-05 04:02:20,068 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 04:02:20,184 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 04:02:20,304 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.693
2023-08-05 04:02:20,419 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.693
2023-08-05 04:02:20,539 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 04:02:20,656 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 04:02:20,776 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 04:02:20,893 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 04:02:21,014 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 04:02:21,132 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 04:02:21,251 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:21,367 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:21,487 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:21,605 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:21,726 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:21,843 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:21,964 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:22,082 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 04:02:22,206 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 04:02:22,323 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:22,445 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:22,561 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:22,682 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:22,799 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:22,919 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:02:23,036 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 04:02:23,160 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 04:02:23,276 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 04:02:23,397 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 04:02:23,513 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 04:02:23,635 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 04:02:23,751 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 04:02:23,880 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 04:02:23,996 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 04:02:24,118 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 04:02:24,235 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 04:02:24,356 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 04:02:24,471 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 04:02:24,593 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 04:02:24,709 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 04:02:24,830 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 04:02:24,946 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 04:02:25,067 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.937, mIoU: 0.689
2023-08-05 04:02:25,189 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 04:02:25,310 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.691
2023-08-05 04:02:25,426 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.691
2023-08-05 04:02:25,546 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 04:02:25,664 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 04:02:25,784 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 04:02:25,901 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.692
2023-08-05 04:02:26,021 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.692
2023-08-05 04:02:26,138 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 04:02:26,259 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 04:02:26,375 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 04:02:26,496 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 04:02:26,614 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 04:02:26,734 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 04:02:26,851 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 04:02:26,971 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 04:02:27,088 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 04:02:27,210 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 04:02:27,328 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 04:02:27,448 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 04:02:27,566 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:27,686 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.938, mIoU: 0.692
2023-08-05 04:02:27,802 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 04:02:27,922 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 04:02:28,039 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:28,160 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:28,275 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:28,396 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 04:02:28,512 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 04:02:28,634 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 04:02:28,751 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:28,872 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.938, mIoU: 0.692
2023-08-05 04:02:28,989 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:29,111 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:29,228 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:29,349 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:29,465 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:29,589 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.692
2023-08-05 04:02:29,706 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:29,827 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:29,944 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:30,064 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:30,182 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 04:02:30,303 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 04:02:30,419 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 04:02:30,546 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 04:02:30,664 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 04:02:30,784 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 04:02:30,901 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 04:02:31,021 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 04:02:31,139 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:31,259 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:31,376 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:31,502 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:31,620 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:31,741 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:31,857 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:31,978 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 04:02:32,094 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:32,219 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:32,336 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:32,457 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:32,574 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:32,694 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:32,810 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:32,931 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:33,047 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:33,169 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-05 04:02:33,285 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 04:02:33,405 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 04:02:33,526 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 04:02:33,647 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 04:02:33,765 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 04:02:33,885 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-05 04:02:34,003 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-05 04:02:34,125 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 04:02:34,242 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 04:02:34,366 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 04:02:34,482 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 04:02:34,603 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 04:02:34,719 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-05 04:02:34,840 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.940, mIoU: 0.687
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2023-08-05 04:02:58,313 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:58,433 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:58,550 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:58,671 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:58,789 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:58,910 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:59,028 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:59,149 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:59,266 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:59,387 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:59,505 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 04:02:59,627 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:02:59,744 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:02:59,866 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:02:59,983 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:00,104 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:00,221 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:00,343 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:03:00,460 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:03:00,581 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:03:00,699 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:03:00,821 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:03:00,938 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:01,059 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:01,176 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:01,298 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:01,415 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:01,536 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:01,653 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:01,774 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:01,891 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:02,017 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:02,134 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:03:02,255 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:03:02,374 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:03:02,495 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:03:02,612 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:03:02,733 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:03:02,852 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:03:02,978 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:03:03,094 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:03:03,215 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:03,333 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:03,455 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:03,572 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:03,694 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:03,813 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:03,938 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:04,055 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:04,176 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:04,294 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:04,415 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:04,533 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:03:04,659 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 04:03:04,776 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 04:03:04,897 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 04:03:05,014 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 04:03:05,135 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 04:03:05,251 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 04:03:05,373 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:05,491 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:05,613 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:05,730 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:05,852 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:05,966 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:06,087 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:06,204 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:06,327 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:06,444 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 04:03:06,565 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:06,683 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 04:03:06,804 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 04:03:06,921 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 04:03:07,042 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:07,159 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:07,285 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:07,401 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:07,522 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:07,640 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:07,758 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:07,876 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:07,997 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:08,116 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 04:03:08,238 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 04:03:08,355 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 04:03:08,476 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:08,600 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:08,722 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:03:08,840 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 04:03:08,960 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:03:09,076 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 04:03:09,198 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 04:03:09,316 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:09,437 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:09,553 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:03:09,674 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:09,792 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:09,919 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:10,035 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:10,156 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:10,273 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:10,394 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:10,511 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:10,632 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:10,748 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:03:26,955 semantic_segmentation INFO: Iters: 34410/150000 || Lr: 0.015819 || Task Loss: 0.3400 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:11 || Estimated Time: 2 days, 5:21:55
2023-08-05 04:03:42,765 semantic_segmentation INFO: Iters: 34420/150000 || Lr: 0.015818 || Task Loss: 0.2240 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:27 || Estimated Time: 2 days, 5:21:36
2023-08-05 04:03:58,602 semantic_segmentation INFO: Iters: 34430/150000 || Lr: 0.015817 || Task Loss: 0.3101 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:43 || Estimated Time: 2 days, 5:21:17
2023-08-05 04:04:14,429 semantic_segmentation INFO: Iters: 34440/150000 || Lr: 0.015815 || Task Loss: 0.2423 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:58 || Estimated Time: 2 days, 5:20:57
2023-08-05 04:04:30,260 semantic_segmentation INFO: Iters: 34450/150000 || Lr: 0.015814 || Task Loss: 0.3120 || KD Loss: 0.1220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:54:14 || Estimated Time: 2 days, 5:20:38
2023-08-05 04:04:46,092 semantic_segmentation INFO: Iters: 34460/150000 || Lr: 0.015813 || Task Loss: 0.2164 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:54:30 || Estimated Time: 2 days, 5:20:19
2023-08-05 04:05:01,910 semantic_segmentation INFO: Iters: 34470/150000 || Lr: 0.015812 || Task Loss: 0.2401 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:54:46 || Estimated Time: 2 days, 5:20:00
2023-08-05 04:05:17,717 semantic_segmentation INFO: Iters: 34480/150000 || Lr: 0.015810 || Task Loss: 0.2691 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:55:02 || Estimated Time: 2 days, 5:19:40
2023-08-05 04:05:33,532 semantic_segmentation INFO: Iters: 34490/150000 || Lr: 0.015809 || Task Loss: 0.2699 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:55:18 || Estimated Time: 2 days, 5:19:21
2023-08-05 04:05:49,346 semantic_segmentation INFO: Iters: 34500/150000 || Lr: 0.015808 || Task Loss: 0.2736 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:19:02
2023-08-05 04:06:05,158 semantic_segmentation INFO: Iters: 34510/150000 || Lr: 0.015807 || Task Loss: 0.2681 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:55:49 || Estimated Time: 2 days, 5:18:42
2023-08-05 04:06:20,982 semantic_segmentation INFO: Iters: 34520/150000 || Lr: 0.015805 || Task Loss: 0.2066 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:05 || Estimated Time: 2 days, 5:18:23
2023-08-05 04:06:36,792 semantic_segmentation INFO: Iters: 34530/150000 || Lr: 0.015804 || Task Loss: 0.2338 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:21 || Estimated Time: 2 days, 5:18:04
2023-08-05 04:06:52,602 semantic_segmentation INFO: Iters: 34540/150000 || Lr: 0.015803 || Task Loss: 0.2951 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:37 || Estimated Time: 2 days, 5:17:44
2023-08-05 04:07:08,422 semantic_segmentation INFO: Iters: 34550/150000 || Lr: 0.015802 || Task Loss: 0.1996 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:52 || Estimated Time: 2 days, 5:17:25
2023-08-05 04:07:24,241 semantic_segmentation INFO: Iters: 34560/150000 || Lr: 0.015801 || Task Loss: 0.2613 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:08 || Estimated Time: 2 days, 5:17:06
2023-08-05 04:07:40,041 semantic_segmentation INFO: Iters: 34570/150000 || Lr: 0.015799 || Task Loss: 0.1925 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:24 || Estimated Time: 2 days, 5:16:46
2023-08-05 04:07:55,833 semantic_segmentation INFO: Iters: 34580/150000 || Lr: 0.015798 || Task Loss: 0.2219 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:40 || Estimated Time: 2 days, 5:16:27
2023-08-05 04:08:11,638 semantic_segmentation INFO: Iters: 34590/150000 || Lr: 0.015797 || Task Loss: 0.2330 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:56 || Estimated Time: 2 days, 5:16:08
2023-08-05 04:08:27,449 semantic_segmentation INFO: Iters: 34600/150000 || Lr: 0.015796 || Task Loss: 0.1762 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:58:11 || Estimated Time: 2 days, 5:15:48
2023-08-05 04:08:43,286 semantic_segmentation INFO: Iters: 34610/150000 || Lr: 0.015794 || Task Loss: 0.2663 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:58:27 || Estimated Time: 2 days, 5:15:29
2023-08-05 04:08:59,136 semantic_segmentation INFO: Iters: 34620/150000 || Lr: 0.015793 || Task Loss: 0.2635 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:58:43 || Estimated Time: 2 days, 5:15:10
2023-08-05 04:09:14,978 semantic_segmentation INFO: Iters: 34630/150000 || Lr: 0.015792 || Task Loss: 0.1812 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:58:59 || Estimated Time: 2 days, 5:14:51
2023-08-05 04:09:30,841 semantic_segmentation INFO: Iters: 34640/150000 || Lr: 0.015791 || Task Loss: 0.3767 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:59:15 || Estimated Time: 2 days, 5:14:32
2023-08-05 04:09:46,686 semantic_segmentation INFO: Iters: 34650/150000 || Lr: 0.015789 || Task Loss: 0.3231 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:59:31 || Estimated Time: 2 days, 5:14:13
2023-08-05 04:10:02,587 semantic_segmentation INFO: Iters: 34660/150000 || Lr: 0.015788 || Task Loss: 0.1851 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:13:54
2023-08-05 04:10:18,433 semantic_segmentation INFO: Iters: 34670/150000 || Lr: 0.015787 || Task Loss: 0.3274 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:00:02 || Estimated Time: 2 days, 5:13:34
2023-08-05 04:10:34,280 semantic_segmentation INFO: Iters: 34680/150000 || Lr: 0.015786 || Task Loss: 0.3082 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:00:18 || Estimated Time: 2 days, 5:13:15
2023-08-05 04:10:50,120 semantic_segmentation INFO: Iters: 34690/150000 || Lr: 0.015785 || Task Loss: 0.2652 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:00:34 || Estimated Time: 2 days, 5:12:56
2023-08-05 04:11:05,949 semantic_segmentation INFO: Iters: 34700/150000 || Lr: 0.015783 || Task Loss: 0.4018 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:00:50 || Estimated Time: 2 days, 5:12:37
2023-08-05 04:11:21,768 semantic_segmentation INFO: Iters: 34710/150000 || Lr: 0.015782 || Task Loss: 0.2824 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:06 || Estimated Time: 2 days, 5:12:18
2023-08-05 04:11:37,606 semantic_segmentation INFO: Iters: 34720/150000 || Lr: 0.015781 || Task Loss: 0.2538 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:22 || Estimated Time: 2 days, 5:11:58
2023-08-05 04:11:53,425 semantic_segmentation INFO: Iters: 34730/150000 || Lr: 0.015780 || Task Loss: 0.2763 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:37 || Estimated Time: 2 days, 5:11:39
2023-08-05 04:12:09,250 semantic_segmentation INFO: Iters: 34740/150000 || Lr: 0.015778 || Task Loss: 0.2227 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:53 || Estimated Time: 2 days, 5:11:20
2023-08-05 04:12:25,067 semantic_segmentation INFO: Iters: 34750/150000 || Lr: 0.015777 || Task Loss: 0.3889 || KD Loss: 0.1909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:02:09 || Estimated Time: 2 days, 5:11:01
2023-08-05 04:12:40,872 semantic_segmentation INFO: Iters: 34760/150000 || Lr: 0.015776 || Task Loss: 0.3023 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:02:25 || Estimated Time: 2 days, 5:10:41
2023-08-05 04:12:56,690 semantic_segmentation INFO: Iters: 34770/150000 || Lr: 0.015775 || Task Loss: 0.2270 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:02:41 || Estimated Time: 2 days, 5:10:22
2023-08-05 04:13:12,502 semantic_segmentation INFO: Iters: 34780/150000 || Lr: 0.015773 || Task Loss: 0.2268 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:02:57 || Estimated Time: 2 days, 5:10:03
2023-08-05 04:13:28,289 semantic_segmentation INFO: Iters: 34790/150000 || Lr: 0.015772 || Task Loss: 0.2393 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:03:12 || Estimated Time: 2 days, 5:09:44
2023-08-05 04:13:44,062 semantic_segmentation INFO: Iters: 34800/150000 || Lr: 0.015771 || Task Loss: 0.3894 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:09:24
2023-08-05 04:13:59,848 semantic_segmentation INFO: Iters: 34810/150000 || Lr: 0.015770 || Task Loss: 0.2254 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:03:44 || Estimated Time: 2 days, 5:09:05
2023-08-05 04:14:15,620 semantic_segmentation INFO: Iters: 34820/150000 || Lr: 0.015769 || Task Loss: 0.3818 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:04:00 || Estimated Time: 2 days, 5:08:45
2023-08-05 04:14:31,400 semantic_segmentation INFO: Iters: 34830/150000 || Lr: 0.015767 || Task Loss: 0.6976 || KD Loss: 0.3617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:04:15 || Estimated Time: 2 days, 5:08:26
2023-08-05 04:14:47,191 semantic_segmentation INFO: Iters: 34840/150000 || Lr: 0.015766 || Task Loss: 0.1868 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:04:31 || Estimated Time: 2 days, 5:08:07
2023-08-05 04:15:02,989 semantic_segmentation INFO: Iters: 34850/150000 || Lr: 0.015765 || Task Loss: 0.2859 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:04:47 || Estimated Time: 2 days, 5:07:47
2023-08-05 04:15:18,799 semantic_segmentation INFO: Iters: 34860/150000 || Lr: 0.015764 || Task Loss: 0.3508 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:03 || Estimated Time: 2 days, 5:07:28
2023-08-05 04:15:34,592 semantic_segmentation INFO: Iters: 34870/150000 || Lr: 0.015762 || Task Loss: 0.2225 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:19 || Estimated Time: 2 days, 5:07:09
2023-08-05 04:15:50,389 semantic_segmentation INFO: Iters: 34880/150000 || Lr: 0.015761 || Task Loss: 0.4633 || KD Loss: 0.2448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:34 || Estimated Time: 2 days, 5:06:50
2023-08-05 04:16:06,179 semantic_segmentation INFO: Iters: 34890/150000 || Lr: 0.015760 || Task Loss: 0.3143 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:50 || Estimated Time: 2 days, 5:06:30
2023-08-05 04:16:21,968 semantic_segmentation INFO: Iters: 34900/150000 || Lr: 0.015759 || Task Loss: 0.4344 || KD Loss: 0.1693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:06:06 || Estimated Time: 2 days, 5:06:11
2023-08-05 04:16:37,745 semantic_segmentation INFO: Iters: 34910/150000 || Lr: 0.015757 || Task Loss: 0.3544 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:06:22 || Estimated Time: 2 days, 5:05:52
2023-08-05 04:16:53,547 semantic_segmentation INFO: Iters: 34920/150000 || Lr: 0.015756 || Task Loss: 0.2674 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:06:38 || Estimated Time: 2 days, 5:05:32
2023-08-05 04:17:09,374 semantic_segmentation INFO: Iters: 34930/150000 || Lr: 0.015755 || Task Loss: 0.2675 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:06:53 || Estimated Time: 2 days, 5:05:13
2023-08-05 04:17:25,191 semantic_segmentation INFO: Iters: 34940/150000 || Lr: 0.015754 || Task Loss: 0.5522 || KD Loss: 0.2218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:07:09 || Estimated Time: 2 days, 5:04:54
2023-08-05 04:17:41,015 semantic_segmentation INFO: Iters: 34950/150000 || Lr: 0.015752 || Task Loss: 0.3685 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:07:25 || Estimated Time: 2 days, 5:04:35
2023-08-05 04:17:56,851 semantic_segmentation INFO: Iters: 34960/150000 || Lr: 0.015751 || Task Loss: 0.5212 || KD Loss: 0.2196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:07:41 || Estimated Time: 2 days, 5:04:16
2023-08-05 04:18:12,685 semantic_segmentation INFO: Iters: 34970/150000 || Lr: 0.015750 || Task Loss: 0.2796 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:07:57 || Estimated Time: 2 days, 5:03:56
2023-08-05 04:18:28,507 semantic_segmentation INFO: Iters: 34980/150000 || Lr: 0.015749 || Task Loss: 0.3657 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:08:13 || Estimated Time: 2 days, 5:03:37
2023-08-05 04:18:44,328 semantic_segmentation INFO: Iters: 34990/150000 || Lr: 0.015748 || Task Loss: 0.3844 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:08:28 || Estimated Time: 2 days, 5:03:18
2023-08-05 04:19:00,145 semantic_segmentation INFO: Iters: 35000/150000 || Lr: 0.015746 || Task Loss: 0.2618 || KD Loss: 0.0948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:08:44 || Estimated Time: 2 days, 5:02:59
2023-08-05 04:19:15,958 semantic_segmentation INFO: Iters: 35010/150000 || Lr: 0.015745 || Task Loss: 0.2673 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:09:00 || Estimated Time: 2 days, 5:02:40
2023-08-05 04:19:31,783 semantic_segmentation INFO: Iters: 35020/150000 || Lr: 0.015744 || Task Loss: 0.2315 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:09:16 || Estimated Time: 2 days, 5:02:20
2023-08-05 04:19:47,623 semantic_segmentation INFO: Iters: 35030/150000 || Lr: 0.015743 || Task Loss: 0.4108 || KD Loss: 0.1764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:09:32 || Estimated Time: 2 days, 5:02:01
2023-08-05 04:20:03,450 semantic_segmentation INFO: Iters: 35040/150000 || Lr: 0.015741 || Task Loss: 0.2343 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:09:47 || Estimated Time: 2 days, 5:01:42
2023-08-05 04:20:19,283 semantic_segmentation INFO: Iters: 35050/150000 || Lr: 0.015740 || Task Loss: 0.2915 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:10:03 || Estimated Time: 2 days, 5:01:23
2023-08-05 04:20:35,109 semantic_segmentation INFO: Iters: 35060/150000 || Lr: 0.015739 || Task Loss: 0.2480 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:01:04
2023-08-05 04:20:50,929 semantic_segmentation INFO: Iters: 35070/150000 || Lr: 0.015738 || Task Loss: 0.3643 || KD Loss: 0.1796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:10:35 || Estimated Time: 2 days, 5:00:45
2023-08-05 04:21:06,744 semantic_segmentation INFO: Iters: 35080/150000 || Lr: 0.015736 || Task Loss: 0.3596 || KD Loss: 0.1548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:10:51 || Estimated Time: 2 days, 5:00:26
2023-08-05 04:21:22,549 semantic_segmentation INFO: Iters: 35090/150000 || Lr: 0.015735 || Task Loss: 0.3333 || KD Loss: 0.1461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:11:07 || Estimated Time: 2 days, 5:00:06
2023-08-05 04:21:38,337 semantic_segmentation INFO: Iters: 35100/150000 || Lr: 0.015734 || Task Loss: 0.1898 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:11:22 || Estimated Time: 2 days, 4:59:47
2023-08-05 04:21:54,129 semantic_segmentation INFO: Iters: 35110/150000 || Lr: 0.015733 || Task Loss: 0.1902 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:11:38 || Estimated Time: 2 days, 4:59:28
2023-08-05 04:22:09,914 semantic_segmentation INFO: Iters: 35120/150000 || Lr: 0.015732 || Task Loss: 0.5573 || KD Loss: 0.1907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:11:54 || Estimated Time: 2 days, 4:59:08
2023-08-05 04:22:25,711 semantic_segmentation INFO: Iters: 35130/150000 || Lr: 0.015730 || Task Loss: 0.4154 || KD Loss: 0.1519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:10 || Estimated Time: 2 days, 4:58:49
2023-08-05 04:22:41,509 semantic_segmentation INFO: Iters: 35140/150000 || Lr: 0.015729 || Task Loss: 0.3323 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:26 || Estimated Time: 2 days, 4:58:30
2023-08-05 04:22:57,301 semantic_segmentation INFO: Iters: 35150/150000 || Lr: 0.015728 || Task Loss: 0.3547 || KD Loss: 0.1971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:41 || Estimated Time: 2 days, 4:58:11
2023-08-05 04:23:13,084 semantic_segmentation INFO: Iters: 35160/150000 || Lr: 0.015727 || Task Loss: 0.3146 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:57 || Estimated Time: 2 days, 4:57:51
2023-08-05 04:23:28,869 semantic_segmentation INFO: Iters: 35170/150000 || Lr: 0.015725 || Task Loss: 0.2189 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:13:13 || Estimated Time: 2 days, 4:57:32
2023-08-05 04:23:44,631 semantic_segmentation INFO: Iters: 35180/150000 || Lr: 0.015724 || Task Loss: 0.2945 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:13:29 || Estimated Time: 2 days, 4:57:13
2023-08-05 04:24:00,401 semantic_segmentation INFO: Iters: 35190/150000 || Lr: 0.015723 || Task Loss: 0.3354 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:13:44 || Estimated Time: 2 days, 4:56:53
2023-08-05 04:24:16,171 semantic_segmentation INFO: Iters: 35200/150000 || Lr: 0.015722 || Task Loss: 0.3315 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:56:34
2023-08-05 04:24:16,251 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 04:24:17,033 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.398
2023-08-05 04:24:17,157 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.503
2023-08-05 04:24:17,285 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.509
2023-08-05 04:24:17,401 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.534
2023-08-05 04:24:17,522 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.526
2023-08-05 04:24:17,638 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.529
2023-08-05 04:24:17,760 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.518
2023-08-05 04:24:17,876 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.539
2023-08-05 04:24:17,997 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.582
2023-08-05 04:24:18,114 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.622
2023-08-05 04:24:18,235 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.627
2023-08-05 04:24:18,351 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.650
2023-08-05 04:24:18,472 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.661
2023-08-05 04:24:18,589 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.657
2023-08-05 04:24:18,710 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.624
2023-08-05 04:24:18,827 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.617
2023-08-05 04:24:18,947 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.621
2023-08-05 04:24:19,064 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.627
2023-08-05 04:24:19,185 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.636
2023-08-05 04:24:19,303 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.642
2023-08-05 04:24:19,429 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.646
2023-08-05 04:24:19,552 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.676
2023-08-05 04:24:19,674 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.675
2023-08-05 04:24:19,792 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.679
2023-08-05 04:24:19,912 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:24:20,028 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 04:24:20,148 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 04:24:20,265 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-05 04:24:20,389 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-05 04:24:20,505 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-05 04:24:20,626 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:24:20,743 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.689
2023-08-05 04:24:20,863 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 04:24:20,979 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:24:21,100 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 04:24:21,218 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 04:24:21,338 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.687
2023-08-05 04:24:21,454 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.684
2023-08-05 04:24:21,574 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 04:24:21,692 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 04:24:21,811 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 04:24:21,928 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.680
2023-08-05 04:24:22,049 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.680
2023-08-05 04:24:22,167 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 04:24:22,287 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 04:24:22,405 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-05 04:24:22,526 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 04:24:22,644 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-05 04:24:22,764 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 04:24:22,881 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.688
2023-08-05 04:24:23,002 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-05 04:24:23,119 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 04:24:23,239 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 04:24:23,356 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 04:24:23,476 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 04:24:23,593 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 04:24:23,713 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 04:24:23,830 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.707
2023-08-05 04:24:23,950 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 04:24:24,066 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.708
2023-08-05 04:24:24,187 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.711
2023-08-05 04:24:24,305 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.712
2023-08-05 04:24:24,426 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-05 04:24:24,542 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.711
2023-08-05 04:24:24,663 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-05 04:24:24,779 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-05 04:24:24,899 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-05 04:24:25,016 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.714
2023-08-05 04:24:25,136 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-05 04:24:25,254 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-05 04:24:25,374 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-05 04:24:25,490 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.708
2023-08-05 04:24:25,611 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.703
2023-08-05 04:24:25,734 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.702
2023-08-05 04:24:25,855 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.704
2023-08-05 04:24:25,971 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.702
2023-08-05 04:24:26,091 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.702
2023-08-05 04:24:26,208 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.701
2023-08-05 04:24:26,327 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.700
2023-08-05 04:24:26,443 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.702
2023-08-05 04:24:26,564 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.703
2023-08-05 04:24:26,682 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.702
2023-08-05 04:24:26,802 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.701
2023-08-05 04:24:26,918 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 04:24:27,038 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-05 04:24:27,155 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-05 04:24:27,276 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-05 04:24:27,392 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-05 04:24:27,513 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-05 04:24:27,629 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 04:24:27,750 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 04:24:27,866 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 04:24:27,987 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 04:24:28,103 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 04:24:28,225 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 04:24:28,340 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 04:24:28,461 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.709
2023-08-05 04:24:28,577 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.709
2023-08-05 04:24:28,698 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 04:24:28,814 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 04:24:28,935 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.706
2023-08-05 04:24:29,051 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 04:24:29,173 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.704
2023-08-05 04:24:29,290 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.704
2023-08-05 04:24:29,410 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.704
2023-08-05 04:24:29,527 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.704
2023-08-05 04:24:29,648 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.704
2023-08-05 04:24:29,765 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 04:24:29,885 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.705
2023-08-05 04:24:30,001 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 04:24:30,122 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 04:24:30,239 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 04:24:30,359 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.705
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2023-08-05 04:24:53,921 semantic_segmentation INFO: Sample: 311, Validation pixAcc: 0.940, mIoU: 0.693
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2023-08-05 04:24:54,153 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 04:24:54,268 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 04:24:54,386 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 04:24:54,499 semantic_segmentation INFO: Sample: 316, Validation pixAcc: 0.939, mIoU: 0.690
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2023-08-05 04:24:54,734 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.939, mIoU: 0.690
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2023-08-05 04:24:54,964 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:24:55,084 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:24:55,201 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:24:55,321 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:24:55,439 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:24:55,560 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:24:55,677 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 04:24:55,798 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 04:24:55,916 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 04:24:56,037 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.939, mIoU: 0.690
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2023-08-05 04:24:56,275 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.939, mIoU: 0.691
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2023-08-05 04:24:56,514 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 04:24:56,631 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.939, mIoU: 0.691
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2023-08-05 04:24:57,109 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.940, mIoU: 0.691
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2023-08-05 04:24:57,347 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.940, mIoU: 0.692
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2023-08-05 04:24:57,824 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.940, mIoU: 0.692
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2023-08-05 04:24:58,061 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.940, mIoU: 0.692
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2023-08-05 04:24:58,302 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.941, mIoU: 0.692
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2023-08-05 04:24:59,018 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.941, mIoU: 0.694
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2023-08-05 04:24:59,619 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.941, mIoU: 0.694
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2023-08-05 04:25:00,097 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.941, mIoU: 0.694
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2023-08-05 04:25:00,931 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.942, mIoU: 0.694
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2023-08-05 04:25:01,409 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.942, mIoU: 0.695
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2023-08-05 04:25:02,010 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 04:25:02,127 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.942, mIoU: 0.694
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2023-08-05 04:25:03,082 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.943, mIoU: 0.695
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2023-08-05 04:25:04,275 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.696
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2023-08-05 04:25:04,753 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.696
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2023-08-05 04:25:04,991 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 04:25:05,112 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 04:25:05,231 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 04:25:05,352 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.696
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2023-08-05 04:25:05,591 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 04:25:05,708 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 04:25:05,829 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 04:25:05,946 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 04:25:06,067 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 04:25:06,185 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 04:25:06,307 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 04:25:06,424 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 04:25:06,546 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 04:25:06,662 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 04:25:06,784 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.697
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2023-08-05 04:25:07,263 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 04:25:07,381 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.697
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2023-08-05 04:25:07,741 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.698
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2023-08-05 04:25:08,097 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.698
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2023-08-05 04:25:08,335 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.698
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2023-08-05 04:25:08,812 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 04:25:08,932 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 04:25:09,050 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.698
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2023-08-05 04:25:09,288 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.698
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2023-08-05 04:25:09,525 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 04:25:09,647 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 04:25:09,766 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.698
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2023-08-05 04:25:10,481 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.698
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2023-08-05 04:25:11,079 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 04:25:11,197 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 04:25:11,318 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 04:25:11,435 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.699
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2023-08-05 04:25:12,388 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 04:25:12,510 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 04:25:12,627 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 04:25:12,749 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 04:25:12,866 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.701
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2023-08-05 04:25:14,056 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.701
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2023-08-05 04:25:14,774 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 04:25:14,895 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:15,012 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:15,134 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:15,253 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:15,378 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:15,501 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:15,622 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:15,740 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:15,861 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:15,978 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:16,099 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:16,215 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:16,336 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:16,452 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 04:25:32,632 semantic_segmentation INFO: Iters: 35210/150000 || Lr: 0.015720 || Task Loss: 0.1929 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:15:17 || Estimated Time: 2 days, 4:59:33
2023-08-05 04:25:48,512 semantic_segmentation INFO: Iters: 35220/150000 || Lr: 0.015719 || Task Loss: 0.4087 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:15:33 || Estimated Time: 2 days, 4:59:14
2023-08-05 04:26:04,404 semantic_segmentation INFO: Iters: 35230/150000 || Lr: 0.015718 || Task Loss: 0.2302 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:15:48 || Estimated Time: 2 days, 4:58:55
2023-08-05 04:26:20,311 semantic_segmentation INFO: Iters: 35240/150000 || Lr: 0.015717 || Task Loss: 0.2082 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:16:04 || Estimated Time: 2 days, 4:58:36
2023-08-05 04:26:36,199 semantic_segmentation INFO: Iters: 35250/150000 || Lr: 0.015716 || Task Loss: 0.4393 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:58:17
2023-08-05 04:26:52,117 semantic_segmentation INFO: Iters: 35260/150000 || Lr: 0.015714 || Task Loss: 0.1504 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:16:36 || Estimated Time: 2 days, 4:57:58
2023-08-05 04:27:07,997 semantic_segmentation INFO: Iters: 35270/150000 || Lr: 0.015713 || Task Loss: 0.3786 || KD Loss: 0.1258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:16:52 || Estimated Time: 2 days, 4:57:39
2023-08-05 04:27:23,863 semantic_segmentation INFO: Iters: 35280/150000 || Lr: 0.015712 || Task Loss: 0.3533 || KD Loss: 0.1152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:08 || Estimated Time: 2 days, 4:57:20
2023-08-05 04:27:39,724 semantic_segmentation INFO: Iters: 35290/150000 || Lr: 0.015711 || Task Loss: 0.2804 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:24 || Estimated Time: 2 days, 4:57:01
2023-08-05 04:27:55,564 semantic_segmentation INFO: Iters: 35300/150000 || Lr: 0.015709 || Task Loss: 0.2663 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:40 || Estimated Time: 2 days, 4:56:42
2023-08-05 04:28:11,382 semantic_segmentation INFO: Iters: 35310/150000 || Lr: 0.015708 || Task Loss: 0.1450 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:55 || Estimated Time: 2 days, 4:56:22
2023-08-05 04:28:27,189 semantic_segmentation INFO: Iters: 35320/150000 || Lr: 0.015707 || Task Loss: 0.2115 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:18:11 || Estimated Time: 2 days, 4:56:03
2023-08-05 04:28:42,991 semantic_segmentation INFO: Iters: 35330/150000 || Lr: 0.015706 || Task Loss: 0.2859 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:18:27 || Estimated Time: 2 days, 4:55:44
2023-08-05 04:28:58,822 semantic_segmentation INFO: Iters: 35340/150000 || Lr: 0.015704 || Task Loss: 0.2941 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:18:43 || Estimated Time: 2 days, 4:55:25
2023-08-05 04:29:14,637 semantic_segmentation INFO: Iters: 35350/150000 || Lr: 0.015703 || Task Loss: 0.2664 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:18:59 || Estimated Time: 2 days, 4:55:05
2023-08-05 04:29:30,446 semantic_segmentation INFO: Iters: 35360/150000 || Lr: 0.015702 || Task Loss: 0.2780 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:19:14 || Estimated Time: 2 days, 4:54:46
2023-08-05 04:29:46,253 semantic_segmentation INFO: Iters: 35370/150000 || Lr: 0.015701 || Task Loss: 0.2237 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:19:30 || Estimated Time: 2 days, 4:54:27
2023-08-05 04:30:02,048 semantic_segmentation INFO: Iters: 35380/150000 || Lr: 0.015699 || Task Loss: 0.5416 || KD Loss: 0.2427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:19:46 || Estimated Time: 2 days, 4:54:08
2023-08-05 04:30:17,834 semantic_segmentation INFO: Iters: 35390/150000 || Lr: 0.015698 || Task Loss: 0.2681 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:20:02 || Estimated Time: 2 days, 4:53:48
2023-08-05 04:30:33,629 semantic_segmentation INFO: Iters: 35400/150000 || Lr: 0.015697 || Task Loss: 0.3309 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:53:29
2023-08-05 04:30:49,434 semantic_segmentation INFO: Iters: 35410/150000 || Lr: 0.015696 || Task Loss: 0.3141 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:20:33 || Estimated Time: 2 days, 4:53:10
2023-08-05 04:31:05,230 semantic_segmentation INFO: Iters: 35420/150000 || Lr: 0.015695 || Task Loss: 0.1739 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:20:49 || Estimated Time: 2 days, 4:52:51
2023-08-05 04:31:21,035 semantic_segmentation INFO: Iters: 35430/150000 || Lr: 0.015693 || Task Loss: 0.2493 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:05 || Estimated Time: 2 days, 4:52:31
2023-08-05 04:31:36,831 semantic_segmentation INFO: Iters: 35440/150000 || Lr: 0.015692 || Task Loss: 0.3111 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:21 || Estimated Time: 2 days, 4:52:12
2023-08-05 04:31:52,632 semantic_segmentation INFO: Iters: 35450/150000 || Lr: 0.015691 || Task Loss: 0.2616 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:37 || Estimated Time: 2 days, 4:51:53
2023-08-05 04:32:08,435 semantic_segmentation INFO: Iters: 35460/150000 || Lr: 0.015690 || Task Loss: 0.3164 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:52 || Estimated Time: 2 days, 4:51:34
2023-08-05 04:32:24,234 semantic_segmentation INFO: Iters: 35470/150000 || Lr: 0.015688 || Task Loss: 0.2931 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:22:08 || Estimated Time: 2 days, 4:51:14
2023-08-05 04:32:40,036 semantic_segmentation INFO: Iters: 35480/150000 || Lr: 0.015687 || Task Loss: 0.1952 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:22:24 || Estimated Time: 2 days, 4:50:55
2023-08-05 04:32:55,844 semantic_segmentation INFO: Iters: 35490/150000 || Lr: 0.015686 || Task Loss: 0.3556 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:22:40 || Estimated Time: 2 days, 4:50:36
2023-08-05 04:33:11,679 semantic_segmentation INFO: Iters: 35500/150000 || Lr: 0.015685 || Task Loss: 0.2527 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:22:56 || Estimated Time: 2 days, 4:50:17
2023-08-05 04:33:27,511 semantic_segmentation INFO: Iters: 35510/150000 || Lr: 0.015683 || Task Loss: 0.3301 || KD Loss: 0.1177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:23:12 || Estimated Time: 2 days, 4:49:58
2023-08-05 04:33:43,362 semantic_segmentation INFO: Iters: 35520/150000 || Lr: 0.015682 || Task Loss: 0.1628 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:23:27 || Estimated Time: 2 days, 4:49:39
2023-08-05 04:33:59,218 semantic_segmentation INFO: Iters: 35530/150000 || Lr: 0.015681 || Task Loss: 0.3507 || KD Loss: 0.2004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:23:43 || Estimated Time: 2 days, 4:49:20
2023-08-05 04:34:15,057 semantic_segmentation INFO: Iters: 35540/150000 || Lr: 0.015680 || Task Loss: 0.3358 || KD Loss: 0.1441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:49:01
2023-08-05 04:34:30,878 semantic_segmentation INFO: Iters: 35550/150000 || Lr: 0.015679 || Task Loss: 0.3381 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:24:15 || Estimated Time: 2 days, 4:48:41
2023-08-05 04:34:46,715 semantic_segmentation INFO: Iters: 35560/150000 || Lr: 0.015677 || Task Loss: 0.5341 || KD Loss: 0.2905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:24:31 || Estimated Time: 2 days, 4:48:22
2023-08-05 04:35:02,545 semantic_segmentation INFO: Iters: 35570/150000 || Lr: 0.015676 || Task Loss: 0.2486 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:24:47 || Estimated Time: 2 days, 4:48:03
2023-08-05 04:35:18,367 semantic_segmentation INFO: Iters: 35580/150000 || Lr: 0.015675 || Task Loss: 0.3606 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:25:02 || Estimated Time: 2 days, 4:47:44
2023-08-05 04:35:34,179 semantic_segmentation INFO: Iters: 35590/150000 || Lr: 0.015674 || Task Loss: 0.3583 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:25:18 || Estimated Time: 2 days, 4:47:25
2023-08-05 04:35:50,009 semantic_segmentation INFO: Iters: 35600/150000 || Lr: 0.015672 || Task Loss: 0.2168 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:25:34 || Estimated Time: 2 days, 4:47:06
2023-08-05 04:36:05,810 semantic_segmentation INFO: Iters: 35610/150000 || Lr: 0.015671 || Task Loss: 0.3294 || KD Loss: 0.1557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:25:50 || Estimated Time: 2 days, 4:46:46
2023-08-05 04:36:21,601 semantic_segmentation INFO: Iters: 35620/150000 || Lr: 0.015670 || Task Loss: 0.2893 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:26:06 || Estimated Time: 2 days, 4:46:27
2023-08-05 04:36:37,375 semantic_segmentation INFO: Iters: 35630/150000 || Lr: 0.015669 || Task Loss: 0.4302 || KD Loss: 0.1346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:26:21 || Estimated Time: 2 days, 4:46:08
2023-08-05 04:36:53,156 semantic_segmentation INFO: Iters: 35640/150000 || Lr: 0.015667 || Task Loss: 0.2856 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:26:37 || Estimated Time: 2 days, 4:45:49
2023-08-05 04:37:08,959 semantic_segmentation INFO: Iters: 35650/150000 || Lr: 0.015666 || Task Loss: 0.3451 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:26:53 || Estimated Time: 2 days, 4:45:29
2023-08-05 04:37:24,738 semantic_segmentation INFO: Iters: 35660/150000 || Lr: 0.015665 || Task Loss: 0.2172 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:27:09 || Estimated Time: 2 days, 4:45:10
2023-08-05 04:37:40,517 semantic_segmentation INFO: Iters: 35670/150000 || Lr: 0.015664 || Task Loss: 0.4351 || KD Loss: 0.1860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:27:25 || Estimated Time: 2 days, 4:44:51
2023-08-05 04:37:56,313 semantic_segmentation INFO: Iters: 35680/150000 || Lr: 0.015663 || Task Loss: 0.1830 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:27:40 || Estimated Time: 2 days, 4:44:32
2023-08-05 04:38:12,125 semantic_segmentation INFO: Iters: 35690/150000 || Lr: 0.015661 || Task Loss: 0.2603 || KD Loss: 0.1148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:44:13
2023-08-05 04:38:27,897 semantic_segmentation INFO: Iters: 35700/150000 || Lr: 0.015660 || Task Loss: 0.2892 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:28:12 || Estimated Time: 2 days, 4:43:53
2023-08-05 04:38:43,690 semantic_segmentation INFO: Iters: 35710/150000 || Lr: 0.015659 || Task Loss: 0.1858 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:28:28 || Estimated Time: 2 days, 4:43:34
2023-08-05 04:38:59,464 semantic_segmentation INFO: Iters: 35720/150000 || Lr: 0.015658 || Task Loss: 0.2789 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:28:44 || Estimated Time: 2 days, 4:43:15
2023-08-05 04:39:15,260 semantic_segmentation INFO: Iters: 35730/150000 || Lr: 0.015656 || Task Loss: 0.2662 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:28:59 || Estimated Time: 2 days, 4:42:56
2023-08-05 04:39:31,027 semantic_segmentation INFO: Iters: 35740/150000 || Lr: 0.015655 || Task Loss: 0.2809 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:29:15 || Estimated Time: 2 days, 4:42:36
2023-08-05 04:39:46,810 semantic_segmentation INFO: Iters: 35750/150000 || Lr: 0.015654 || Task Loss: 0.2853 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:29:31 || Estimated Time: 2 days, 4:42:17
2023-08-05 04:40:02,573 semantic_segmentation INFO: Iters: 35760/150000 || Lr: 0.015653 || Task Loss: 0.4646 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:29:47 || Estimated Time: 2 days, 4:41:58
2023-08-05 04:40:18,370 semantic_segmentation INFO: Iters: 35770/150000 || Lr: 0.015651 || Task Loss: 0.4609 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:30:02 || Estimated Time: 2 days, 4:41:39
2023-08-05 04:40:34,172 semantic_segmentation INFO: Iters: 35780/150000 || Lr: 0.015650 || Task Loss: 0.2142 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:30:18 || Estimated Time: 2 days, 4:41:19
2023-08-05 04:40:49,973 semantic_segmentation INFO: Iters: 35790/150000 || Lr: 0.015649 || Task Loss: 0.2684 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:30:34 || Estimated Time: 2 days, 4:41:00
2023-08-05 04:41:05,794 semantic_segmentation INFO: Iters: 35800/150000 || Lr: 0.015648 || Task Loss: 0.3346 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:40:41
2023-08-05 04:41:21,614 semantic_segmentation INFO: Iters: 35810/150000 || Lr: 0.015646 || Task Loss: 0.4184 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:40:22
2023-08-05 04:41:37,437 semantic_segmentation INFO: Iters: 35820/150000 || Lr: 0.015645 || Task Loss: 0.2327 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:31:21 || Estimated Time: 2 days, 4:40:03
2023-08-05 04:41:53,277 semantic_segmentation INFO: Iters: 35830/150000 || Lr: 0.015644 || Task Loss: 0.2796 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:31:37 || Estimated Time: 2 days, 4:39:44
2023-08-05 04:42:09,074 semantic_segmentation INFO: Iters: 35840/150000 || Lr: 0.015643 || Task Loss: 0.3149 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:31:53 || Estimated Time: 2 days, 4:39:25
2023-08-05 04:42:24,887 semantic_segmentation INFO: Iters: 35850/150000 || Lr: 0.015642 || Task Loss: 0.4159 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:09 || Estimated Time: 2 days, 4:39:05
2023-08-05 04:42:40,703 semantic_segmentation INFO: Iters: 35860/150000 || Lr: 0.015640 || Task Loss: 0.3317 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:25 || Estimated Time: 2 days, 4:38:46
2023-08-05 04:42:56,528 semantic_segmentation INFO: Iters: 35870/150000 || Lr: 0.015639 || Task Loss: 0.4179 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:41 || Estimated Time: 2 days, 4:38:27
2023-08-05 04:43:12,379 semantic_segmentation INFO: Iters: 35880/150000 || Lr: 0.015638 || Task Loss: 0.3485 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:56 || Estimated Time: 2 days, 4:38:08
2023-08-05 04:43:28,204 semantic_segmentation INFO: Iters: 35890/150000 || Lr: 0.015637 || Task Loss: 0.3596 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:33:12 || Estimated Time: 2 days, 4:37:49
2023-08-05 04:43:44,031 semantic_segmentation INFO: Iters: 35900/150000 || Lr: 0.015635 || Task Loss: 0.2346 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:33:28 || Estimated Time: 2 days, 4:37:30
2023-08-05 04:43:59,856 semantic_segmentation INFO: Iters: 35910/150000 || Lr: 0.015634 || Task Loss: 0.4713 || KD Loss: 0.2594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:33:44 || Estimated Time: 2 days, 4:37:11
2023-08-05 04:44:15,677 semantic_segmentation INFO: Iters: 35920/150000 || Lr: 0.015633 || Task Loss: 0.3464 || KD Loss: 0.1600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:34:00 || Estimated Time: 2 days, 4:36:52
2023-08-05 04:44:31,490 semantic_segmentation INFO: Iters: 35930/150000 || Lr: 0.015632 || Task Loss: 0.2222 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:34:16 || Estimated Time: 2 days, 4:36:33
2023-08-05 04:44:47,291 semantic_segmentation INFO: Iters: 35940/150000 || Lr: 0.015630 || Task Loss: 0.3601 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:34:31 || Estimated Time: 2 days, 4:36:14
2023-08-05 04:45:03,097 semantic_segmentation INFO: Iters: 35950/150000 || Lr: 0.015629 || Task Loss: 0.2425 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:35:55
2023-08-05 04:45:18,885 semantic_segmentation INFO: Iters: 35960/150000 || Lr: 0.015628 || Task Loss: 0.3961 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:35:03 || Estimated Time: 2 days, 4:35:35
2023-08-05 04:45:34,700 semantic_segmentation INFO: Iters: 35970/150000 || Lr: 0.015627 || Task Loss: 0.1581 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:35:19 || Estimated Time: 2 days, 4:35:16
2023-08-05 04:45:50,496 semantic_segmentation INFO: Iters: 35980/150000 || Lr: 0.015626 || Task Loss: 0.2325 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:35:35 || Estimated Time: 2 days, 4:34:57
2023-08-05 04:46:06,274 semantic_segmentation INFO: Iters: 35990/150000 || Lr: 0.015624 || Task Loss: 0.2704 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:35:50 || Estimated Time: 2 days, 4:34:38
2023-08-05 04:46:22,087 semantic_segmentation INFO: Iters: 36000/150000 || Lr: 0.015623 || Task Loss: 0.2695 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:36:06 || Estimated Time: 2 days, 4:34:19
2023-08-05 04:46:22,161 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 04:46:22,971 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.400
2023-08-05 04:46:23,089 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.483
2023-08-05 04:46:23,213 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.499
2023-08-05 04:46:23,329 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.524
2023-08-05 04:46:23,452 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.518
2023-08-05 04:46:23,569 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.520
2023-08-05 04:46:23,690 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.515
2023-08-05 04:46:23,808 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.556
2023-08-05 04:46:23,929 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.602
2023-08-05 04:46:24,046 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.651
2023-08-05 04:46:24,167 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.655
2023-08-05 04:46:24,283 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.638
2023-08-05 04:46:24,403 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.652
2023-08-05 04:46:24,521 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.642
2023-08-05 04:46:24,642 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.647
2023-08-05 04:46:24,761 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.643
2023-08-05 04:46:24,881 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.641
2023-08-05 04:46:24,997 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.646
2023-08-05 04:46:25,119 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.653
2023-08-05 04:46:25,236 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.661
2023-08-05 04:46:25,357 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.664
2023-08-05 04:46:25,475 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.657
2023-08-05 04:46:25,596 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.657
2023-08-05 04:46:25,713 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.663
2023-08-05 04:46:25,834 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-05 04:46:25,951 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 04:46:26,071 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.667
2023-08-05 04:46:26,188 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.664
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2023-08-05 04:46:26,424 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.678
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2023-08-05 04:46:26,661 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.674
2023-08-05 04:46:26,782 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 04:46:26,898 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 04:46:27,018 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.676
2023-08-05 04:46:27,136 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 04:46:27,255 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 04:46:27,374 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.672
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2023-08-05 04:46:27,611 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-05 04:46:27,733 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.671
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2023-08-05 04:46:27,970 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-05 04:46:28,088 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.673
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2023-08-05 04:46:28,687 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.677
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2023-08-05 04:46:29,042 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.684
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2023-08-05 04:46:29,874 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.699
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2023-08-05 04:46:30,111 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.700
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2023-08-05 04:46:33,789 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.701
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2023-08-05 04:46:37,945 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.705
2023-08-05 04:46:38,062 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.705
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2023-08-05 04:47:13,010 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 04:47:13,131 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 04:47:13,248 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 04:47:13,369 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 04:47:13,486 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 04:47:13,607 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 04:47:13,725 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 04:47:13,845 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 04:47:13,962 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:47:14,084 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:47:14,202 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:47:14,323 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:47:14,441 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:47:14,562 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:47:14,679 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:47:14,800 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 04:47:14,917 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:15,040 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:15,158 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:15,279 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:15,396 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:15,517 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:15,634 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:15,755 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:15,871 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:15,993 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:16,110 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:16,232 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:16,349 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:16,470 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:16,588 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:16,709 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:16,826 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 04:47:16,947 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 04:47:17,064 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 04:47:17,186 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 04:47:17,303 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:47:17,424 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:47:17,537 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:47:17,659 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 04:47:17,776 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:17,897 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:18,014 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:18,136 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:18,253 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:18,373 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:47:18,490 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:18,612 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:18,730 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:18,850 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:18,966 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:19,088 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:19,206 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:19,323 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:19,441 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:19,563 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:19,683 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:19,804 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:19,920 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:47:20,041 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:20,159 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:20,280 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 04:47:20,397 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:47:20,518 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:47:20,635 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:47:20,755 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:47:20,872 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:47:20,993 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:47:21,110 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 04:47:21,232 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:21,348 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:21,470 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:21,586 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:21,707 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:21,825 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:21,946 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:22,063 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:22,185 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:22,300 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 04:47:38,175 semantic_segmentation INFO: Iters: 36010/150000 || Lr: 0.015622 || Task Loss: 0.3131 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:37:22 || Estimated Time: 2 days, 4:37:11
2023-08-05 04:47:53,960 semantic_segmentation INFO: Iters: 36020/150000 || Lr: 0.015621 || Task Loss: 0.2165 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:37:38 || Estimated Time: 2 days, 4:36:51
2023-08-05 04:48:09,774 semantic_segmentation INFO: Iters: 36030/150000 || Lr: 0.015619 || Task Loss: 0.2725 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:37:54 || Estimated Time: 2 days, 4:36:32
2023-08-05 04:48:25,583 semantic_segmentation INFO: Iters: 36040/150000 || Lr: 0.015618 || Task Loss: 0.2540 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:36:13
2023-08-05 04:48:41,399 semantic_segmentation INFO: Iters: 36050/150000 || Lr: 0.015617 || Task Loss: 0.2275 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:38:25 || Estimated Time: 2 days, 4:35:54
2023-08-05 04:48:57,231 semantic_segmentation INFO: Iters: 36060/150000 || Lr: 0.015616 || Task Loss: 0.2564 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:38:41 || Estimated Time: 2 days, 4:35:35
2023-08-05 04:49:13,054 semantic_segmentation INFO: Iters: 36070/150000 || Lr: 0.015614 || Task Loss: 0.2880 || KD Loss: 0.1624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:38:57 || Estimated Time: 2 days, 4:35:16
2023-08-05 04:49:28,873 semantic_segmentation INFO: Iters: 36080/150000 || Lr: 0.015613 || Task Loss: 0.3125 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:39:13 || Estimated Time: 2 days, 4:34:56
2023-08-05 04:49:44,676 semantic_segmentation INFO: Iters: 36090/150000 || Lr: 0.015612 || Task Loss: 0.3639 || KD Loss: 0.1737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:39:29 || Estimated Time: 2 days, 4:34:37
2023-08-05 04:50:00,476 semantic_segmentation INFO: Iters: 36100/150000 || Lr: 0.015611 || Task Loss: 0.2321 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:39:45 || Estimated Time: 2 days, 4:34:18
2023-08-05 04:50:16,300 semantic_segmentation INFO: Iters: 36110/150000 || Lr: 0.015609 || Task Loss: 0.2443 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:40:00 || Estimated Time: 2 days, 4:33:59
2023-08-05 04:50:32,116 semantic_segmentation INFO: Iters: 36120/150000 || Lr: 0.015608 || Task Loss: 0.2372 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:40:16 || Estimated Time: 2 days, 4:33:40
2023-08-05 04:50:47,969 semantic_segmentation INFO: Iters: 36130/150000 || Lr: 0.015607 || Task Loss: 0.2558 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:40:32 || Estimated Time: 2 days, 4:33:21
2023-08-05 04:51:03,803 semantic_segmentation INFO: Iters: 36140/150000 || Lr: 0.015606 || Task Loss: 0.3729 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:40:48 || Estimated Time: 2 days, 4:33:02
2023-08-05 04:51:19,640 semantic_segmentation INFO: Iters: 36150/150000 || Lr: 0.015605 || Task Loss: 0.2497 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:41:04 || Estimated Time: 2 days, 4:32:43
2023-08-05 04:51:35,466 semantic_segmentation INFO: Iters: 36160/150000 || Lr: 0.015603 || Task Loss: 0.3293 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:32:23
2023-08-05 04:51:51,294 semantic_segmentation INFO: Iters: 36170/150000 || Lr: 0.015602 || Task Loss: 0.2491 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:41:35 || Estimated Time: 2 days, 4:32:04
2023-08-05 04:52:07,124 semantic_segmentation INFO: Iters: 36180/150000 || Lr: 0.015601 || Task Loss: 0.2850 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:41:51 || Estimated Time: 2 days, 4:31:45
2023-08-05 04:52:22,975 semantic_segmentation INFO: Iters: 36190/150000 || Lr: 0.015600 || Task Loss: 0.1979 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:42:07 || Estimated Time: 2 days, 4:31:26
2023-08-05 04:52:38,821 semantic_segmentation INFO: Iters: 36200/150000 || Lr: 0.015598 || Task Loss: 0.2878 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:42:23 || Estimated Time: 2 days, 4:31:07
2023-08-05 04:52:54,651 semantic_segmentation INFO: Iters: 36210/150000 || Lr: 0.015597 || Task Loss: 0.2318 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:42:39 || Estimated Time: 2 days, 4:30:48
2023-08-05 04:53:10,503 semantic_segmentation INFO: Iters: 36220/150000 || Lr: 0.015596 || Task Loss: 0.1400 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:42:55 || Estimated Time: 2 days, 4:30:29
2023-08-05 04:53:26,349 semantic_segmentation INFO: Iters: 36230/150000 || Lr: 0.015595 || Task Loss: 0.2609 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:43:10 || Estimated Time: 2 days, 4:30:10
2023-08-05 04:53:42,187 semantic_segmentation INFO: Iters: 36240/150000 || Lr: 0.015593 || Task Loss: 0.2888 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:43:26 || Estimated Time: 2 days, 4:29:51
2023-08-05 04:53:58,001 semantic_segmentation INFO: Iters: 36250/150000 || Lr: 0.015592 || Task Loss: 0.2376 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:43:42 || Estimated Time: 2 days, 4:29:32
2023-08-05 04:54:13,800 semantic_segmentation INFO: Iters: 36260/150000 || Lr: 0.015591 || Task Loss: 0.3348 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:43:58 || Estimated Time: 2 days, 4:29:13
2023-08-05 04:54:29,582 semantic_segmentation INFO: Iters: 36270/150000 || Lr: 0.015590 || Task Loss: 0.3494 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:44:14 || Estimated Time: 2 days, 4:28:54
2023-08-05 04:54:45,379 semantic_segmentation INFO: Iters: 36280/150000 || Lr: 0.015589 || Task Loss: 0.2750 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:44:29 || Estimated Time: 2 days, 4:28:34
2023-08-05 04:55:01,173 semantic_segmentation INFO: Iters: 36290/150000 || Lr: 0.015587 || Task Loss: 0.2701 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:44:45 || Estimated Time: 2 days, 4:28:15
2023-08-05 04:55:16,947 semantic_segmentation INFO: Iters: 36300/150000 || Lr: 0.015586 || Task Loss: 0.3286 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:45:01 || Estimated Time: 2 days, 4:27:56
2023-08-05 04:55:32,708 semantic_segmentation INFO: Iters: 36310/150000 || Lr: 0.015585 || Task Loss: 0.1879 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:27:37
2023-08-05 04:55:48,477 semantic_segmentation INFO: Iters: 36320/150000 || Lr: 0.015584 || Task Loss: 0.2426 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:45:33 || Estimated Time: 2 days, 4:27:18
2023-08-05 04:56:04,258 semantic_segmentation INFO: Iters: 36330/150000 || Lr: 0.015582 || Task Loss: 0.2191 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:45:48 || Estimated Time: 2 days, 4:26:58
2023-08-05 04:56:20,055 semantic_segmentation INFO: Iters: 36340/150000 || Lr: 0.015581 || Task Loss: 0.6349 || KD Loss: 0.2858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:46:04 || Estimated Time: 2 days, 4:26:39
2023-08-05 04:56:35,838 semantic_segmentation INFO: Iters: 36350/150000 || Lr: 0.015580 || Task Loss: 0.2685 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:46:20 || Estimated Time: 2 days, 4:26:20
2023-08-05 04:56:51,643 semantic_segmentation INFO: Iters: 36360/150000 || Lr: 0.015579 || Task Loss: 0.1963 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:46:36 || Estimated Time: 2 days, 4:26:01
2023-08-05 04:57:07,436 semantic_segmentation INFO: Iters: 36370/150000 || Lr: 0.015577 || Task Loss: 0.2642 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:46:51 || Estimated Time: 2 days, 4:25:42
2023-08-05 04:57:23,227 semantic_segmentation INFO: Iters: 36380/150000 || Lr: 0.015576 || Task Loss: 0.1584 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:47:07 || Estimated Time: 2 days, 4:25:22
2023-08-05 04:57:39,024 semantic_segmentation INFO: Iters: 36390/150000 || Lr: 0.015575 || Task Loss: 0.2525 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:47:23 || Estimated Time: 2 days, 4:25:03
2023-08-05 04:57:54,834 semantic_segmentation INFO: Iters: 36400/150000 || Lr: 0.015574 || Task Loss: 0.2174 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:47:39 || Estimated Time: 2 days, 4:24:44
2023-08-05 04:58:10,635 semantic_segmentation INFO: Iters: 36410/150000 || Lr: 0.015572 || Task Loss: 0.2809 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:47:55 || Estimated Time: 2 days, 4:24:25
2023-08-05 04:58:26,460 semantic_segmentation INFO: Iters: 36420/150000 || Lr: 0.015571 || Task Loss: 0.1792 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:48:10 || Estimated Time: 2 days, 4:24:06
2023-08-05 04:58:42,294 semantic_segmentation INFO: Iters: 36430/150000 || Lr: 0.015570 || Task Loss: 0.3068 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:48:26 || Estimated Time: 2 days, 4:23:47
2023-08-05 04:58:58,136 semantic_segmentation INFO: Iters: 36440/150000 || Lr: 0.015569 || Task Loss: 0.2249 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:48:42 || Estimated Time: 2 days, 4:23:28
2023-08-05 04:59:13,950 semantic_segmentation INFO: Iters: 36450/150000 || Lr: 0.015568 || Task Loss: 0.2994 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:23:09
2023-08-05 04:59:29,787 semantic_segmentation INFO: Iters: 36460/150000 || Lr: 0.015566 || Task Loss: 0.1773 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:49:14 || Estimated Time: 2 days, 4:22:50
2023-08-05 04:59:45,645 semantic_segmentation INFO: Iters: 36470/150000 || Lr: 0.015565 || Task Loss: 0.2217 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:49:30 || Estimated Time: 2 days, 4:22:31
2023-08-05 05:00:01,512 semantic_segmentation INFO: Iters: 36480/150000 || Lr: 0.015564 || Task Loss: 0.3394 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:49:46 || Estimated Time: 2 days, 4:22:12
2023-08-05 05:00:17,381 semantic_segmentation INFO: Iters: 36490/150000 || Lr: 0.015563 || Task Loss: 0.4562 || KD Loss: 0.2840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:50:01 || Estimated Time: 2 days, 4:21:53
2023-08-05 05:00:33,232 semantic_segmentation INFO: Iters: 36500/150000 || Lr: 0.015561 || Task Loss: 0.4221 || KD Loss: 0.1922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:50:17 || Estimated Time: 2 days, 4:21:34
2023-08-05 05:00:49,084 semantic_segmentation INFO: Iters: 36510/150000 || Lr: 0.015560 || Task Loss: 0.4031 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:50:33 || Estimated Time: 2 days, 4:21:15
2023-08-05 05:01:04,943 semantic_segmentation INFO: Iters: 36520/150000 || Lr: 0.015559 || Task Loss: 0.3080 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:50:49 || Estimated Time: 2 days, 4:20:56
2023-08-05 05:01:20,787 semantic_segmentation INFO: Iters: 36530/150000 || Lr: 0.015558 || Task Loss: 1.0689 || KD Loss: 0.6543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:51:05 || Estimated Time: 2 days, 4:20:37
2023-08-05 05:01:36,588 semantic_segmentation INFO: Iters: 36540/150000 || Lr: 0.015556 || Task Loss: 0.2840 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:51:21 || Estimated Time: 2 days, 4:20:18
2023-08-05 05:01:52,403 semantic_segmentation INFO: Iters: 36550/150000 || Lr: 0.015555 || Task Loss: 0.2556 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:51:36 || Estimated Time: 2 days, 4:19:59
2023-08-05 05:02:08,222 semantic_segmentation INFO: Iters: 36560/150000 || Lr: 0.015554 || Task Loss: 0.1642 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:51:52 || Estimated Time: 2 days, 4:19:40
2023-08-05 05:02:24,029 semantic_segmentation INFO: Iters: 36570/150000 || Lr: 0.015553 || Task Loss: 0.2645 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:52:08 || Estimated Time: 2 days, 4:19:21
2023-08-05 05:02:39,818 semantic_segmentation INFO: Iters: 36580/150000 || Lr: 0.015551 || Task Loss: 0.3020 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:52:24 || Estimated Time: 2 days, 4:19:02
2023-08-05 05:02:55,623 semantic_segmentation INFO: Iters: 36590/150000 || Lr: 0.015550 || Task Loss: 0.3023 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:52:40 || Estimated Time: 2 days, 4:18:43
2023-08-05 05:03:11,436 semantic_segmentation INFO: Iters: 36600/150000 || Lr: 0.015549 || Task Loss: 0.2330 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:18:24
2023-08-05 05:03:27,235 semantic_segmentation INFO: Iters: 36610/150000 || Lr: 0.015548 || Task Loss: 0.2672 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:53:11 || Estimated Time: 2 days, 4:18:05
2023-08-05 05:03:43,039 semantic_segmentation INFO: Iters: 36620/150000 || Lr: 0.015547 || Task Loss: 0.5236 || KD Loss: 0.2317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:53:27 || Estimated Time: 2 days, 4:17:46
2023-08-05 05:03:58,843 semantic_segmentation INFO: Iters: 36630/150000 || Lr: 0.015545 || Task Loss: 0.3124 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:53:43 || Estimated Time: 2 days, 4:17:26
2023-08-05 05:04:14,651 semantic_segmentation INFO: Iters: 36640/150000 || Lr: 0.015544 || Task Loss: 0.3104 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:53:59 || Estimated Time: 2 days, 4:17:07
2023-08-05 05:04:30,422 semantic_segmentation INFO: Iters: 36650/150000 || Lr: 0.015543 || Task Loss: 0.5173 || KD Loss: 0.1997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:54:14 || Estimated Time: 2 days, 4:16:48
2023-08-05 05:04:46,212 semantic_segmentation INFO: Iters: 36660/150000 || Lr: 0.015542 || Task Loss: 0.3063 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:54:30 || Estimated Time: 2 days, 4:16:29
2023-08-05 05:05:02,009 semantic_segmentation INFO: Iters: 36670/150000 || Lr: 0.015540 || Task Loss: 0.1621 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:54:46 || Estimated Time: 2 days, 4:16:10
2023-08-05 05:05:17,789 semantic_segmentation INFO: Iters: 36680/150000 || Lr: 0.015539 || Task Loss: 0.3948 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:55:02 || Estimated Time: 2 days, 4:15:51
2023-08-05 05:05:33,583 semantic_segmentation INFO: Iters: 36690/150000 || Lr: 0.015538 || Task Loss: 0.2525 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:55:18 || Estimated Time: 2 days, 4:15:32
2023-08-05 05:05:49,392 semantic_segmentation INFO: Iters: 36700/150000 || Lr: 0.015537 || Task Loss: 0.3293 || KD Loss: 0.0958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:55:33 || Estimated Time: 2 days, 4:15:13
2023-08-05 05:06:05,180 semantic_segmentation INFO: Iters: 36710/150000 || Lr: 0.015535 || Task Loss: 0.2639 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:14:54
2023-08-05 05:06:20,966 semantic_segmentation INFO: Iters: 36720/150000 || Lr: 0.015534 || Task Loss: 0.3203 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:56:05 || Estimated Time: 2 days, 4:14:34
2023-08-05 05:06:36,756 semantic_segmentation INFO: Iters: 36730/150000 || Lr: 0.015533 || Task Loss: 0.5050 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:56:21 || Estimated Time: 2 days, 4:14:15
2023-08-05 05:06:52,544 semantic_segmentation INFO: Iters: 36740/150000 || Lr: 0.015532 || Task Loss: 0.2612 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:56:37 || Estimated Time: 2 days, 4:13:56
2023-08-05 05:07:08,322 semantic_segmentation INFO: Iters: 36750/150000 || Lr: 0.015531 || Task Loss: 0.3517 || KD Loss: 0.1590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:56:52 || Estimated Time: 2 days, 4:13:37
2023-08-05 05:07:24,095 semantic_segmentation INFO: Iters: 36760/150000 || Lr: 0.015529 || Task Loss: 0.1954 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:57:08 || Estimated Time: 2 days, 4:13:18
2023-08-05 05:07:39,892 semantic_segmentation INFO: Iters: 36770/150000 || Lr: 0.015528 || Task Loss: 0.3416 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:57:24 || Estimated Time: 2 days, 4:12:59
2023-08-05 05:07:55,675 semantic_segmentation INFO: Iters: 36780/150000 || Lr: 0.015527 || Task Loss: 0.2322 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:57:40 || Estimated Time: 2 days, 4:12:40
2023-08-05 05:08:11,483 semantic_segmentation INFO: Iters: 36790/150000 || Lr: 0.015526 || Task Loss: 0.1474 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:57:56 || Estimated Time: 2 days, 4:12:21
2023-08-05 05:08:27,292 semantic_segmentation INFO: Iters: 36800/150000 || Lr: 0.015524 || Task Loss: 0.4840 || KD Loss: 0.2023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:58:11 || Estimated Time: 2 days, 4:12:02
2023-08-05 05:08:27,369 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 05:08:28,167 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.391
2023-08-05 05:08:28,286 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.460
2023-08-05 05:08:28,409 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.473
2023-08-05 05:08:28,525 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.509
2023-08-05 05:08:28,647 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.500
2023-08-05 05:08:28,764 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.503
2023-08-05 05:08:28,885 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.524
2023-08-05 05:08:29,004 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.564
2023-08-05 05:08:29,126 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.590
2023-08-05 05:08:29,243 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.631
2023-08-05 05:08:29,363 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.634
2023-08-05 05:08:29,479 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.642
2023-08-05 05:08:29,601 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.639
2023-08-05 05:08:29,719 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.630
2023-08-05 05:08:29,840 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.625
2023-08-05 05:08:29,963 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.620
2023-08-05 05:08:30,085 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.621
2023-08-05 05:08:30,201 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.624
2023-08-05 05:08:30,321 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.630
2023-08-05 05:08:30,438 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.637
2023-08-05 05:08:30,559 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.638
2023-08-05 05:08:30,676 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.618
2023-08-05 05:08:30,796 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.620
2023-08-05 05:08:30,914 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.628
2023-08-05 05:08:31,035 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.640
2023-08-05 05:08:31,151 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.643
2023-08-05 05:08:31,271 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.638
2023-08-05 05:08:31,388 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.634
2023-08-05 05:08:31,509 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.636
2023-08-05 05:08:31,627 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.630
2023-08-05 05:08:31,746 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.630
2023-08-05 05:08:31,862 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.631
2023-08-05 05:08:31,983 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-05 05:08:32,101 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.632
2023-08-05 05:08:32,221 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.632
2023-08-05 05:08:32,343 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.633
2023-08-05 05:08:32,464 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.630
2023-08-05 05:08:32,582 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.630
2023-08-05 05:08:32,702 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.630
2023-08-05 05:08:32,818 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.631
2023-08-05 05:08:32,939 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.632
2023-08-05 05:08:33,056 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.632
2023-08-05 05:08:33,176 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.633
2023-08-05 05:08:33,294 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.634
2023-08-05 05:08:33,415 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.633
2023-08-05 05:08:33,532 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.634
2023-08-05 05:08:33,653 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.635
2023-08-05 05:08:33,771 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.634
2023-08-05 05:08:33,892 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.638
2023-08-05 05:08:34,010 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 05:08:34,131 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 05:08:34,248 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.647
2023-08-05 05:08:34,368 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 05:08:34,489 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-05 05:08:34,611 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.649
2023-08-05 05:08:34,727 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.658
2023-08-05 05:08:34,847 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 05:08:34,964 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 05:08:35,085 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 05:08:35,200 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.665
2023-08-05 05:08:35,321 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 05:08:35,438 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-05 05:08:35,559 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 05:08:35,676 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-05 05:08:35,796 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 05:08:35,913 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 05:08:36,033 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.672
2023-08-05 05:08:36,151 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.673
2023-08-05 05:08:36,272 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.672
2023-08-05 05:08:36,389 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.672
2023-08-05 05:08:36,510 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.672
2023-08-05 05:08:36,627 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 05:08:36,748 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.670
2023-08-05 05:08:36,869 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.670
2023-08-05 05:08:36,990 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-05 05:08:37,107 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 05:08:37,226 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 05:08:37,342 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-05 05:08:37,463 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-05 05:08:37,580 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 05:08:37,701 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.674
2023-08-05 05:08:37,816 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.674
2023-08-05 05:08:37,937 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.674
2023-08-05 05:08:38,053 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 05:08:38,173 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.667
2023-08-05 05:08:38,290 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.667
2023-08-05 05:08:38,410 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.668
2023-08-05 05:08:38,528 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.668
2023-08-05 05:08:38,649 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 05:08:38,766 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 05:08:38,886 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.669
2023-08-05 05:08:39,006 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:08:39,126 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:08:39,243 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:08:39,363 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 05:08:39,479 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 05:08:39,601 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 05:08:39,717 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 05:08:39,837 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.690
2023-08-05 05:08:39,953 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 05:08:40,074 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 05:08:40,191 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.688
2023-08-05 05:08:40,311 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.688
2023-08-05 05:08:40,434 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.688
2023-08-05 05:08:40,555 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.688
2023-08-05 05:08:40,672 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.688
2023-08-05 05:08:40,792 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:08:40,908 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.689
2023-08-05 05:08:41,029 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:08:41,147 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 05:08:41,267 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 05:08:41,382 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 05:08:41,503 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 05:08:41,620 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 05:08:41,742 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.685
2023-08-05 05:08:41,859 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.685
2023-08-05 05:08:41,980 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.685
2023-08-05 05:08:42,098 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-05 05:08:42,218 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-05 05:08:42,334 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.685
2023-08-05 05:08:42,455 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-05 05:08:42,578 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-05 05:08:42,698 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-05 05:08:42,815 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.686
2023-08-05 05:08:42,935 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 05:08:43,053 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.688
2023-08-05 05:08:43,174 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.690
2023-08-05 05:08:43,292 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.690
2023-08-05 05:08:43,412 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.689
2023-08-05 05:08:43,529 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 05:08:43,651 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 05:08:43,767 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 05:08:43,888 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:08:44,009 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:08:44,131 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 05:08:44,248 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.686
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2023-08-05 05:09:07,695 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 05:09:07,812 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 05:09:07,934 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 05:09:08,051 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 05:09:08,173 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 05:09:08,290 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 05:09:08,411 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 05:09:08,528 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 05:09:08,650 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 05:09:08,767 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 05:09:08,888 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 05:09:09,004 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 05:09:09,126 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 05:09:09,243 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 05:09:09,370 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 05:09:09,486 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 05:09:09,609 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 05:09:09,727 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 05:09:09,847 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 05:09:09,964 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 05:09:10,085 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 05:09:10,202 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 05:09:10,324 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 05:09:10,442 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 05:09:10,563 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 05:09:10,681 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 05:09:10,808 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.940, mIoU: 0.667
2023-08-05 05:09:10,925 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 05:09:11,047 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 05:09:11,165 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 05:09:11,286 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 05:09:11,403 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 05:09:11,524 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 05:09:11,643 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 05:09:11,764 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 05:09:11,886 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 05:09:12,008 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:12,127 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:12,247 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:12,364 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:12,486 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:12,603 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:12,724 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:12,841 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:12,963 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:13,080 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:13,200 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:13,317 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:13,439 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 05:09:13,556 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 05:09:13,677 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 05:09:13,794 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 05:09:13,916 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 05:09:14,037 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 05:09:14,158 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 05:09:14,275 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 05:09:14,396 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 05:09:14,513 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 05:09:14,636 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 05:09:14,752 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:14,874 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:14,990 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:15,112 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:15,229 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:15,351 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:15,474 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:15,596 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:15,712 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:15,833 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 05:09:15,951 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 05:09:16,073 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 05:09:16,190 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 05:09:16,311 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 05:09:16,428 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 05:09:16,554 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 05:09:16,671 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 05:09:16,792 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 05:09:16,909 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 05:09:17,030 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 05:09:17,148 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 05:09:17,268 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 05:09:17,385 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 05:09:17,507 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 05:09:17,625 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 05:09:17,746 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 05:09:17,863 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 05:09:17,983 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 05:09:18,101 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 05:09:18,223 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:18,340 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:18,461 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:18,579 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:18,704 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:18,822 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:18,944 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:19,061 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:19,181 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:19,298 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:19,419 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:19,536 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:19,658 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:19,775 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:19,896 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:20,012 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:20,138 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:20,255 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 05:09:20,377 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 05:09:20,493 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 05:09:20,615 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:20,732 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:20,854 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:20,971 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:21,093 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:21,215 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:21,336 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:21,454 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:21,575 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:21,693 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:21,814 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:21,931 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:22,052 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:22,168 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:09:22,289 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 05:09:22,406 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 05:09:22,527 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-05 05:09:22,645 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-05 05:09:22,767 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-05 05:09:22,880 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:23,001 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:23,119 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:23,240 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:23,362 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:23,483 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:23,601 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:23,722 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:23,839 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:23,960 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:24,078 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:24,198 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:24,314 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:24,436 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:24,553 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:24,672 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:24,793 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:24,914 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 05:09:25,032 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:25,154 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:25,270 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:25,391 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:25,508 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:25,630 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:25,747 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:25,873 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:25,990 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:26,112 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:26,229 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:26,350 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:26,467 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 05:09:26,589 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 05:09:26,706 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 05:09:26,827 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 05:09:26,943 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 05:09:27,064 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 05:09:27,181 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 05:09:27,302 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.679
2023-08-05 05:09:27,419 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.679
2023-08-05 05:09:27,541 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.679
2023-08-05 05:09:27,657 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.679
2023-08-05 05:09:43,565 semantic_segmentation INFO: Iters: 36810/150000 || Lr: 0.015523 || Task Loss: 0.2555 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:59:28 || Estimated Time: 2 days, 4:14:49
2023-08-05 05:09:59,391 semantic_segmentation INFO: Iters: 36820/150000 || Lr: 0.015522 || Task Loss: 0.2907 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:59:43 || Estimated Time: 2 days, 4:14:29
2023-08-05 05:10:15,245 semantic_segmentation INFO: Iters: 36830/150000 || Lr: 0.015521 || Task Loss: 0.3577 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:59:59 || Estimated Time: 2 days, 4:14:11
2023-08-05 05:10:31,104 semantic_segmentation INFO: Iters: 36840/150000 || Lr: 0.015519 || Task Loss: 0.2311 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:00:15 || Estimated Time: 2 days, 4:13:52
2023-08-05 05:10:46,944 semantic_segmentation INFO: Iters: 36850/150000 || Lr: 0.015518 || Task Loss: 0.2980 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:00:31 || Estimated Time: 2 days, 4:13:33
2023-08-05 05:11:02,789 semantic_segmentation INFO: Iters: 36860/150000 || Lr: 0.015517 || Task Loss: 0.2302 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:00:47 || Estimated Time: 2 days, 4:13:14
2023-08-05 05:11:18,616 semantic_segmentation INFO: Iters: 36870/150000 || Lr: 0.015516 || Task Loss: 0.3613 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:03 || Estimated Time: 2 days, 4:12:55
2023-08-05 05:11:34,434 semantic_segmentation INFO: Iters: 36880/150000 || Lr: 0.015514 || Task Loss: 0.2410 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:18 || Estimated Time: 2 days, 4:12:35
2023-08-05 05:11:50,247 semantic_segmentation INFO: Iters: 36890/150000 || Lr: 0.015513 || Task Loss: 0.2331 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:34 || Estimated Time: 2 days, 4:12:16
2023-08-05 05:12:06,063 semantic_segmentation INFO: Iters: 36900/150000 || Lr: 0.015512 || Task Loss: 0.3258 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:50 || Estimated Time: 2 days, 4:11:57
2023-08-05 05:12:21,891 semantic_segmentation INFO: Iters: 36910/150000 || Lr: 0.015511 || Task Loss: 0.2772 || KD Loss: 0.1288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:02:06 || Estimated Time: 2 days, 4:11:38
2023-08-05 05:12:37,713 semantic_segmentation INFO: Iters: 36920/150000 || Lr: 0.015510 || Task Loss: 0.4503 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:02:22 || Estimated Time: 2 days, 4:11:19
2023-08-05 05:12:53,535 semantic_segmentation INFO: Iters: 36930/150000 || Lr: 0.015508 || Task Loss: 0.3088 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:11:00
2023-08-05 05:13:09,343 semantic_segmentation INFO: Iters: 36940/150000 || Lr: 0.015507 || Task Loss: 0.2415 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:02:53 || Estimated Time: 2 days, 4:10:41
2023-08-05 05:13:25,142 semantic_segmentation INFO: Iters: 36950/150000 || Lr: 0.015506 || Task Loss: 0.3122 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:03:09 || Estimated Time: 2 days, 4:10:22
2023-08-05 05:13:40,932 semantic_segmentation INFO: Iters: 36960/150000 || Lr: 0.015505 || Task Loss: 0.2622 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:03:25 || Estimated Time: 2 days, 4:10:03
2023-08-05 05:13:56,730 semantic_segmentation INFO: Iters: 36970/150000 || Lr: 0.015503 || Task Loss: 0.2039 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:03:41 || Estimated Time: 2 days, 4:09:44
2023-08-05 05:14:12,531 semantic_segmentation INFO: Iters: 36980/150000 || Lr: 0.015502 || Task Loss: 0.4551 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:03:57 || Estimated Time: 2 days, 4:09:25
2023-08-05 05:14:28,320 semantic_segmentation INFO: Iters: 36990/150000 || Lr: 0.015501 || Task Loss: 0.2188 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:04:12 || Estimated Time: 2 days, 4:09:06
2023-08-05 05:14:44,126 semantic_segmentation INFO: Iters: 37000/150000 || Lr: 0.015500 || Task Loss: 0.3335 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:04:28 || Estimated Time: 2 days, 4:08:47
2023-08-05 05:14:59,920 semantic_segmentation INFO: Iters: 37010/150000 || Lr: 0.015498 || Task Loss: 0.2056 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:04:44 || Estimated Time: 2 days, 4:08:27
2023-08-05 05:15:15,690 semantic_segmentation INFO: Iters: 37020/150000 || Lr: 0.015497 || Task Loss: 0.2588 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:05:00 || Estimated Time: 2 days, 4:08:08
2023-08-05 05:15:31,456 semantic_segmentation INFO: Iters: 37030/150000 || Lr: 0.015496 || Task Loss: 0.1909 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:05:15 || Estimated Time: 2 days, 4:07:49
2023-08-05 05:15:47,251 semantic_segmentation INFO: Iters: 37040/150000 || Lr: 0.015495 || Task Loss: 0.2498 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:07:30
2023-08-05 05:16:03,083 semantic_segmentation INFO: Iters: 37050/150000 || Lr: 0.015493 || Task Loss: 0.2695 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:05:47 || Estimated Time: 2 days, 4:07:11
2023-08-05 05:16:18,901 semantic_segmentation INFO: Iters: 37060/150000 || Lr: 0.015492 || Task Loss: 0.3083 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:06:03 || Estimated Time: 2 days, 4:06:52
2023-08-05 05:16:34,715 semantic_segmentation INFO: Iters: 37070/150000 || Lr: 0.015491 || Task Loss: 0.5004 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:06:19 || Estimated Time: 2 days, 4:06:33
2023-08-05 05:16:50,557 semantic_segmentation INFO: Iters: 37080/150000 || Lr: 0.015490 || Task Loss: 0.2794 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:06:35 || Estimated Time: 2 days, 4:06:14
2023-08-05 05:17:06,389 semantic_segmentation INFO: Iters: 37090/150000 || Lr: 0.015489 || Task Loss: 0.2956 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:06:50 || Estimated Time: 2 days, 4:05:55
2023-08-05 05:17:22,206 semantic_segmentation INFO: Iters: 37100/150000 || Lr: 0.015487 || Task Loss: 0.3300 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:07:06 || Estimated Time: 2 days, 4:05:36
2023-08-05 05:17:38,022 semantic_segmentation INFO: Iters: 37110/150000 || Lr: 0.015486 || Task Loss: 0.1263 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:07:22 || Estimated Time: 2 days, 4:05:17
2023-08-05 05:17:53,859 semantic_segmentation INFO: Iters: 37120/150000 || Lr: 0.015485 || Task Loss: 0.2419 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:07:38 || Estimated Time: 2 days, 4:04:58
2023-08-05 05:18:09,678 semantic_segmentation INFO: Iters: 37130/150000 || Lr: 0.015484 || Task Loss: 0.3439 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:07:54 || Estimated Time: 2 days, 4:04:39
2023-08-05 05:18:25,500 semantic_segmentation INFO: Iters: 37140/150000 || Lr: 0.015482 || Task Loss: 0.7767 || KD Loss: 0.2969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:08:10 || Estimated Time: 2 days, 4:04:20
2023-08-05 05:18:41,306 semantic_segmentation INFO: Iters: 37150/150000 || Lr: 0.015481 || Task Loss: 0.2926 || KD Loss: 0.1524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:08:25 || Estimated Time: 2 days, 4:04:01
2023-08-05 05:18:57,108 semantic_segmentation INFO: Iters: 37160/150000 || Lr: 0.015480 || Task Loss: 0.1946 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:08:41 || Estimated Time: 2 days, 4:03:42
2023-08-05 05:19:12,928 semantic_segmentation INFO: Iters: 37170/150000 || Lr: 0.015479 || Task Loss: 0.3603 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:08:57 || Estimated Time: 2 days, 4:03:23
2023-08-05 05:19:28,726 semantic_segmentation INFO: Iters: 37180/150000 || Lr: 0.015477 || Task Loss: 0.1957 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:09:13 || Estimated Time: 2 days, 4:03:04
2023-08-05 05:19:44,543 semantic_segmentation INFO: Iters: 37190/150000 || Lr: 0.015476 || Task Loss: 0.3238 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:09:29 || Estimated Time: 2 days, 4:02:45
2023-08-05 05:20:00,341 semantic_segmentation INFO: Iters: 37200/150000 || Lr: 0.015475 || Task Loss: 0.3496 || KD Loss: 0.1954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:09:44 || Estimated Time: 2 days, 4:02:26
2023-08-05 05:20:16,161 semantic_segmentation INFO: Iters: 37210/150000 || Lr: 0.015474 || Task Loss: 0.4571 || KD Loss: 0.2012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:10:00 || Estimated Time: 2 days, 4:02:07
2023-08-05 05:20:31,982 semantic_segmentation INFO: Iters: 37220/150000 || Lr: 0.015472 || Task Loss: 0.1979 || KD Loss: 0.1281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:10:16 || Estimated Time: 2 days, 4:01:48
2023-08-05 05:20:47,778 semantic_segmentation INFO: Iters: 37230/150000 || Lr: 0.015471 || Task Loss: 0.2751 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:10:32 || Estimated Time: 2 days, 4:01:29
2023-08-05 05:21:03,564 semantic_segmentation INFO: Iters: 37240/150000 || Lr: 0.015470 || Task Loss: 0.2604 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:10:48 || Estimated Time: 2 days, 4:01:09
2023-08-05 05:21:19,340 semantic_segmentation INFO: Iters: 37250/150000 || Lr: 0.015469 || Task Loss: 0.1746 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:11:03 || Estimated Time: 2 days, 4:00:50
2023-08-05 05:21:35,110 semantic_segmentation INFO: Iters: 37260/150000 || Lr: 0.015468 || Task Loss: 0.1915 || KD Loss: 0.1171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:11:19 || Estimated Time: 2 days, 4:00:31
2023-08-05 05:21:50,916 semantic_segmentation INFO: Iters: 37270/150000 || Lr: 0.015466 || Task Loss: 0.4371 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:11:35 || Estimated Time: 2 days, 4:00:12
2023-08-05 05:22:06,735 semantic_segmentation INFO: Iters: 37280/150000 || Lr: 0.015465 || Task Loss: 0.4067 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:11:51 || Estimated Time: 2 days, 3:59:53
2023-08-05 05:22:22,530 semantic_segmentation INFO: Iters: 37290/150000 || Lr: 0.015464 || Task Loss: 0.4391 || KD Loss: 0.1555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:07 || Estimated Time: 2 days, 3:59:34
2023-08-05 05:22:38,300 semantic_segmentation INFO: Iters: 37300/150000 || Lr: 0.015463 || Task Loss: 0.2221 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:22 || Estimated Time: 2 days, 3:59:15
2023-08-05 05:22:54,076 semantic_segmentation INFO: Iters: 37310/150000 || Lr: 0.015461 || Task Loss: 0.2498 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:38 || Estimated Time: 2 days, 3:58:56
2023-08-05 05:23:09,856 semantic_segmentation INFO: Iters: 37320/150000 || Lr: 0.015460 || Task Loss: 0.3946 || KD Loss: 0.2384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:54 || Estimated Time: 2 days, 3:58:37
2023-08-05 05:23:25,605 semantic_segmentation INFO: Iters: 37330/150000 || Lr: 0.015459 || Task Loss: 0.3605 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:13:10 || Estimated Time: 2 days, 3:58:18
2023-08-05 05:23:41,361 semantic_segmentation INFO: Iters: 37340/150000 || Lr: 0.015458 || Task Loss: 0.2708 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:13:25 || Estimated Time: 2 days, 3:57:58
2023-08-05 05:23:57,147 semantic_segmentation INFO: Iters: 37350/150000 || Lr: 0.015456 || Task Loss: 0.2337 || KD Loss: 0.2291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:13:41 || Estimated Time: 2 days, 3:57:39
2023-08-05 05:24:12,953 semantic_segmentation INFO: Iters: 37360/150000 || Lr: 0.015455 || Task Loss: 0.1766 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:13:57 || Estimated Time: 2 days, 3:57:20
2023-08-05 05:24:28,746 semantic_segmentation INFO: Iters: 37370/150000 || Lr: 0.015454 || Task Loss: 0.2440 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:14:13 || Estimated Time: 2 days, 3:57:01
2023-08-05 05:24:44,559 semantic_segmentation INFO: Iters: 37380/150000 || Lr: 0.015453 || Task Loss: 0.1578 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:14:29 || Estimated Time: 2 days, 3:56:42
2023-08-05 05:25:00,387 semantic_segmentation INFO: Iters: 37390/150000 || Lr: 0.015451 || Task Loss: 0.3626 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:14:44 || Estimated Time: 2 days, 3:56:23
2023-08-05 05:25:16,208 semantic_segmentation INFO: Iters: 37400/150000 || Lr: 0.015450 || Task Loss: 0.2844 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:15:00 || Estimated Time: 2 days, 3:56:04
2023-08-05 05:25:32,016 semantic_segmentation INFO: Iters: 37410/150000 || Lr: 0.015449 || Task Loss: 0.2927 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:15:16 || Estimated Time: 2 days, 3:55:45
2023-08-05 05:25:47,840 semantic_segmentation INFO: Iters: 37420/150000 || Lr: 0.015448 || Task Loss: 0.3241 || KD Loss: 0.1039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:15:32 || Estimated Time: 2 days, 3:55:26
2023-08-05 05:26:03,680 semantic_segmentation INFO: Iters: 37430/150000 || Lr: 0.015447 || Task Loss: 0.2424 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:15:48 || Estimated Time: 2 days, 3:55:07
2023-08-05 05:26:19,517 semantic_segmentation INFO: Iters: 37440/150000 || Lr: 0.015445 || Task Loss: 0.3264 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:16:04 || Estimated Time: 2 days, 3:54:49
2023-08-05 05:26:35,356 semantic_segmentation INFO: Iters: 37450/150000 || Lr: 0.015444 || Task Loss: 0.1616 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:16:19 || Estimated Time: 2 days, 3:54:30
2023-08-05 05:26:51,197 semantic_segmentation INFO: Iters: 37460/150000 || Lr: 0.015443 || Task Loss: 0.1670 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:16:35 || Estimated Time: 2 days, 3:54:11
2023-08-05 05:27:07,033 semantic_segmentation INFO: Iters: 37470/150000 || Lr: 0.015442 || Task Loss: 0.3434 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:16:51 || Estimated Time: 2 days, 3:53:52
2023-08-05 05:27:22,853 semantic_segmentation INFO: Iters: 37480/150000 || Lr: 0.015440 || Task Loss: 0.3715 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:07 || Estimated Time: 2 days, 3:53:33
2023-08-05 05:27:38,648 semantic_segmentation INFO: Iters: 37490/150000 || Lr: 0.015439 || Task Loss: 0.2849 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:23 || Estimated Time: 2 days, 3:53:14
2023-08-05 05:27:54,454 semantic_segmentation INFO: Iters: 37500/150000 || Lr: 0.015438 || Task Loss: 0.2827 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:38 || Estimated Time: 2 days, 3:52:55
2023-08-05 05:28:10,246 semantic_segmentation INFO: Iters: 37510/150000 || Lr: 0.015437 || Task Loss: 0.1627 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:54 || Estimated Time: 2 days, 3:52:36
2023-08-05 05:28:26,053 semantic_segmentation INFO: Iters: 37520/150000 || Lr: 0.015435 || Task Loss: 0.3358 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:18:10 || Estimated Time: 2 days, 3:52:17
2023-08-05 05:28:41,852 semantic_segmentation INFO: Iters: 37530/150000 || Lr: 0.015434 || Task Loss: 0.1837 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:18:26 || Estimated Time: 2 days, 3:51:58
2023-08-05 05:28:57,651 semantic_segmentation INFO: Iters: 37540/150000 || Lr: 0.015433 || Task Loss: 0.3215 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:18:42 || Estimated Time: 2 days, 3:51:39
2023-08-05 05:29:13,441 semantic_segmentation INFO: Iters: 37550/150000 || Lr: 0.015432 || Task Loss: 0.2362 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:18:57 || Estimated Time: 2 days, 3:51:20
2023-08-05 05:29:29,242 semantic_segmentation INFO: Iters: 37560/150000 || Lr: 0.015431 || Task Loss: 0.6803 || KD Loss: 0.2254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:19:13 || Estimated Time: 2 days, 3:51:01
2023-08-05 05:29:45,049 semantic_segmentation INFO: Iters: 37570/150000 || Lr: 0.015429 || Task Loss: 0.4516 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:19:29 || Estimated Time: 2 days, 3:50:42
2023-08-05 05:30:00,875 semantic_segmentation INFO: Iters: 37580/150000 || Lr: 0.015428 || Task Loss: 0.3684 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:19:45 || Estimated Time: 2 days, 3:50:23
2023-08-05 05:30:16,665 semantic_segmentation INFO: Iters: 37590/150000 || Lr: 0.015427 || Task Loss: 0.3688 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:20:01 || Estimated Time: 2 days, 3:50:04
2023-08-05 05:30:32,469 semantic_segmentation INFO: Iters: 37600/150000 || Lr: 0.015426 || Task Loss: 0.1709 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:20:17 || Estimated Time: 2 days, 3:49:45
2023-08-05 05:30:32,547 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 05:30:33,365 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.400
2023-08-05 05:30:33,487 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.487
2023-08-05 05:30:33,608 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.503
2023-08-05 05:30:33,724 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.529
2023-08-05 05:30:33,846 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.522
2023-08-05 05:30:33,964 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.521
2023-08-05 05:30:34,084 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.549
2023-08-05 05:30:34,201 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.584
2023-08-05 05:30:34,322 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.584
2023-08-05 05:30:34,440 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.620
2023-08-05 05:30:34,559 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.622
2023-08-05 05:30:34,675 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.643
2023-08-05 05:30:34,797 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.653
2023-08-05 05:30:34,914 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.645
2023-08-05 05:30:35,034 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.625
2023-08-05 05:30:35,151 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.618
2023-08-05 05:30:35,272 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.620
2023-08-05 05:30:35,388 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.627
2023-08-05 05:30:35,509 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.634
2023-08-05 05:30:35,626 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.640
2023-08-05 05:30:35,747 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.643
2023-08-05 05:30:35,865 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.656
2023-08-05 05:30:35,987 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.658
2023-08-05 05:30:36,105 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.664
2023-08-05 05:30:36,226 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.671
2023-08-05 05:30:36,342 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 05:30:36,464 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.669
2023-08-05 05:30:36,580 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 05:30:36,700 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.667
2023-08-05 05:30:36,817 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.661
2023-08-05 05:30:36,938 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.660
2023-08-05 05:30:37,054 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 05:30:37,175 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.658
2023-08-05 05:30:37,292 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 05:30:37,412 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-05 05:30:37,529 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-05 05:30:37,649 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.651
2023-08-05 05:30:37,765 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 05:30:37,885 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.647
2023-08-05 05:30:38,003 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.648
2023-08-05 05:30:38,122 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.649
2023-08-05 05:30:38,240 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.648
2023-08-05 05:30:38,361 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.649
2023-08-05 05:30:38,478 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.650
2023-08-05 05:30:38,599 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 05:30:38,717 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.650
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2023-08-05 05:30:39,076 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.655
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2023-08-05 05:30:39,432 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.665
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2023-08-05 05:30:39,669 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 05:30:39,790 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.668
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2023-08-05 05:30:40,027 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 05:30:40,144 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.685
2023-08-05 05:30:40,264 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.687
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2023-08-05 05:30:40,620 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.690
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2023-08-05 05:30:41,096 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.694
2023-08-05 05:30:41,216 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.691
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2023-08-05 05:30:43,706 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.684
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2023-08-05 05:31:25,552 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 05:31:25,673 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 05:31:25,790 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 05:31:25,911 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 05:31:26,029 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 05:31:26,150 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 05:31:26,267 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 05:31:26,389 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 05:31:26,507 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 05:31:26,628 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 05:31:26,745 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 05:31:26,866 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 05:31:26,983 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 05:31:27,105 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 05:31:27,222 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 05:31:27,343 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 05:31:27,461 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 05:31:27,586 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 05:31:27,707 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 05:31:27,832 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 05:31:27,946 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:28,068 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:28,185 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:28,307 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:28,424 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:28,547 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:28,666 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:28,787 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:28,904 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 05:31:29,026 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 05:31:29,143 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 05:31:29,264 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:29,381 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:29,502 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:29,619 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:29,737 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:29,854 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 05:31:29,976 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 05:31:30,096 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 05:31:30,216 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 05:31:30,333 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 05:31:30,454 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 05:31:30,572 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 05:31:30,692 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 05:31:30,809 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 05:31:30,930 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 05:31:31,049 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 05:31:31,169 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 05:31:31,287 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 05:31:31,408 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 05:31:31,527 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 05:31:31,647 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:31,763 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:31,884 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:32,001 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:32,121 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:32,238 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:32,360 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:32,477 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:32,598 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:32,714 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 05:31:48,862 semantic_segmentation INFO: Iters: 37610/150000 || Lr: 0.015424 || Task Loss: 0.3489 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:21:33 || Estimated Time: 2 days, 3:52:27
2023-08-05 05:32:04,699 semantic_segmentation INFO: Iters: 37620/150000 || Lr: 0.015423 || Task Loss: 0.2762 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:21:49 || Estimated Time: 2 days, 3:52:08
2023-08-05 05:32:20,555 semantic_segmentation INFO: Iters: 37630/150000 || Lr: 0.015422 || Task Loss: 0.3179 || KD Loss: 0.1177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:22:05 || Estimated Time: 2 days, 3:51:49
2023-08-05 05:32:36,421 semantic_segmentation INFO: Iters: 37640/150000 || Lr: 0.015421 || Task Loss: 0.2482 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:22:20 || Estimated Time: 2 days, 3:51:30
2023-08-05 05:32:52,286 semantic_segmentation INFO: Iters: 37650/150000 || Lr: 0.015419 || Task Loss: 0.2497 || KD Loss: 0.1640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:22:36 || Estimated Time: 2 days, 3:51:11
2023-08-05 05:33:08,194 semantic_segmentation INFO: Iters: 37660/150000 || Lr: 0.015418 || Task Loss: 0.1944 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:22:52 || Estimated Time: 2 days, 3:50:53
2023-08-05 05:33:24,092 semantic_segmentation INFO: Iters: 37670/150000 || Lr: 0.015417 || Task Loss: 0.2737 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:23:08 || Estimated Time: 2 days, 3:50:34
2023-08-05 05:33:39,968 semantic_segmentation INFO: Iters: 37680/150000 || Lr: 0.015416 || Task Loss: 0.3043 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:23:24 || Estimated Time: 2 days, 3:50:15
2023-08-05 05:33:55,837 semantic_segmentation INFO: Iters: 37690/150000 || Lr: 0.015414 || Task Loss: 0.2447 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:49:56
2023-08-05 05:34:11,714 semantic_segmentation INFO: Iters: 37700/150000 || Lr: 0.015413 || Task Loss: 0.4212 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:23:56 || Estimated Time: 2 days, 3:49:38
2023-08-05 05:34:27,581 semantic_segmentation INFO: Iters: 37710/150000 || Lr: 0.015412 || Task Loss: 0.3445 || KD Loss: 0.1391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:12 || Estimated Time: 2 days, 3:49:19
2023-08-05 05:34:43,451 semantic_segmentation INFO: Iters: 37720/150000 || Lr: 0.015411 || Task Loss: 0.1956 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:27 || Estimated Time: 2 days, 3:49:00
2023-08-05 05:34:59,288 semantic_segmentation INFO: Iters: 37730/150000 || Lr: 0.015410 || Task Loss: 0.2622 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:43 || Estimated Time: 2 days, 3:48:41
2023-08-05 05:35:15,120 semantic_segmentation INFO: Iters: 37740/150000 || Lr: 0.015408 || Task Loss: 0.4162 || KD Loss: 0.1177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:59 || Estimated Time: 2 days, 3:48:22
2023-08-05 05:35:30,948 semantic_segmentation INFO: Iters: 37750/150000 || Lr: 0.015407 || Task Loss: 0.2165 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:25:15 || Estimated Time: 2 days, 3:48:03
2023-08-05 05:35:46,776 semantic_segmentation INFO: Iters: 37760/150000 || Lr: 0.015406 || Task Loss: 0.3047 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:25:31 || Estimated Time: 2 days, 3:47:44
2023-08-05 05:36:02,577 semantic_segmentation INFO: Iters: 37770/150000 || Lr: 0.015405 || Task Loss: 0.2559 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:25:47 || Estimated Time: 2 days, 3:47:25
2023-08-05 05:36:18,374 semantic_segmentation INFO: Iters: 37780/150000 || Lr: 0.015403 || Task Loss: 0.3134 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:26:02 || Estimated Time: 2 days, 3:47:06
2023-08-05 05:36:34,162 semantic_segmentation INFO: Iters: 37790/150000 || Lr: 0.015402 || Task Loss: 0.1743 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:26:18 || Estimated Time: 2 days, 3:46:47
2023-08-05 05:36:49,952 semantic_segmentation INFO: Iters: 37800/150000 || Lr: 0.015401 || Task Loss: 0.4686 || KD Loss: 0.2655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:26:34 || Estimated Time: 2 days, 3:46:28
2023-08-05 05:37:05,748 semantic_segmentation INFO: Iters: 37810/150000 || Lr: 0.015400 || Task Loss: 0.3701 || KD Loss: 0.1246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:26:50 || Estimated Time: 2 days, 3:46:09
2023-08-05 05:37:21,543 semantic_segmentation INFO: Iters: 37820/150000 || Lr: 0.015398 || Task Loss: 0.2102 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:27:06 || Estimated Time: 2 days, 3:45:50
2023-08-05 05:37:37,335 semantic_segmentation INFO: Iters: 37830/150000 || Lr: 0.015397 || Task Loss: 0.2687 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:27:21 || Estimated Time: 2 days, 3:45:31
2023-08-05 05:37:53,136 semantic_segmentation INFO: Iters: 37840/150000 || Lr: 0.015396 || Task Loss: 0.2905 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:45:12
2023-08-05 05:38:08,928 semantic_segmentation INFO: Iters: 37850/150000 || Lr: 0.015395 || Task Loss: 0.3534 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:27:53 || Estimated Time: 2 days, 3:44:53
2023-08-05 05:38:24,701 semantic_segmentation INFO: Iters: 37860/150000 || Lr: 0.015393 || Task Loss: 0.2176 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:28:09 || Estimated Time: 2 days, 3:44:34
2023-08-05 05:38:40,493 semantic_segmentation INFO: Iters: 37870/150000 || Lr: 0.015392 || Task Loss: 0.2850 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:28:25 || Estimated Time: 2 days, 3:44:15
2023-08-05 05:38:56,270 semantic_segmentation INFO: Iters: 37880/150000 || Lr: 0.015391 || Task Loss: 0.3037 || KD Loss: 0.1486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:28:40 || Estimated Time: 2 days, 3:43:56
2023-08-05 05:39:12,057 semantic_segmentation INFO: Iters: 37890/150000 || Lr: 0.015390 || Task Loss: 0.2158 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:28:56 || Estimated Time: 2 days, 3:43:37
2023-08-05 05:39:27,814 semantic_segmentation INFO: Iters: 37900/150000 || Lr: 0.015389 || Task Loss: 0.2152 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:29:12 || Estimated Time: 2 days, 3:43:17
2023-08-05 05:39:43,592 semantic_segmentation INFO: Iters: 37910/150000 || Lr: 0.015387 || Task Loss: 0.3766 || KD Loss: 0.1992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:29:28 || Estimated Time: 2 days, 3:42:58
2023-08-05 05:39:59,394 semantic_segmentation INFO: Iters: 37920/150000 || Lr: 0.015386 || Task Loss: 0.2218 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:29:43 || Estimated Time: 2 days, 3:42:39
2023-08-05 05:40:15,213 semantic_segmentation INFO: Iters: 37930/150000 || Lr: 0.015385 || Task Loss: 0.3051 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:29:59 || Estimated Time: 2 days, 3:42:20
2023-08-05 05:40:31,038 semantic_segmentation INFO: Iters: 37940/150000 || Lr: 0.015384 || Task Loss: 0.4825 || KD Loss: 0.1660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:30:15 || Estimated Time: 2 days, 3:42:01
2023-08-05 05:40:46,852 semantic_segmentation INFO: Iters: 37950/150000 || Lr: 0.015382 || Task Loss: 0.2728 || KD Loss: 0.1134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:30:31 || Estimated Time: 2 days, 3:41:42
2023-08-05 05:41:02,682 semantic_segmentation INFO: Iters: 37960/150000 || Lr: 0.015381 || Task Loss: 0.2889 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:41:24
2023-08-05 05:41:18,528 semantic_segmentation INFO: Iters: 37970/150000 || Lr: 0.015380 || Task Loss: 0.3412 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:31:03 || Estimated Time: 2 days, 3:41:05
2023-08-05 05:41:34,378 semantic_segmentation INFO: Iters: 37980/150000 || Lr: 0.015379 || Task Loss: 0.2146 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:31:18 || Estimated Time: 2 days, 3:40:46
2023-08-05 05:41:50,222 semantic_segmentation INFO: Iters: 37990/150000 || Lr: 0.015377 || Task Loss: 0.4852 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:31:34 || Estimated Time: 2 days, 3:40:27
2023-08-05 05:42:06,054 semantic_segmentation INFO: Iters: 38000/150000 || Lr: 0.015376 || Task Loss: 0.2014 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:31:50 || Estimated Time: 2 days, 3:40:08
2023-08-05 05:42:21,890 semantic_segmentation INFO: Iters: 38010/150000 || Lr: 0.015375 || Task Loss: 0.3035 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:06 || Estimated Time: 2 days, 3:39:49
2023-08-05 05:42:37,720 semantic_segmentation INFO: Iters: 38020/150000 || Lr: 0.015374 || Task Loss: 0.3708 || KD Loss: 0.1568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:22 || Estimated Time: 2 days, 3:39:30
2023-08-05 05:42:53,542 semantic_segmentation INFO: Iters: 38030/150000 || Lr: 0.015372 || Task Loss: 0.5783 || KD Loss: 0.2734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:38 || Estimated Time: 2 days, 3:39:11
2023-08-05 05:43:09,366 semantic_segmentation INFO: Iters: 38040/150000 || Lr: 0.015371 || Task Loss: 0.3245 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:53 || Estimated Time: 2 days, 3:38:52
2023-08-05 05:43:25,188 semantic_segmentation INFO: Iters: 38050/150000 || Lr: 0.015370 || Task Loss: 0.4937 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:09 || Estimated Time: 2 days, 3:38:34
2023-08-05 05:43:41,005 semantic_segmentation INFO: Iters: 38060/150000 || Lr: 0.015369 || Task Loss: 0.2735 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:25 || Estimated Time: 2 days, 3:38:15
2023-08-05 05:43:56,818 semantic_segmentation INFO: Iters: 38070/150000 || Lr: 0.015367 || Task Loss: 0.3335 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:41 || Estimated Time: 2 days, 3:37:56
2023-08-05 05:44:12,626 semantic_segmentation INFO: Iters: 38080/150000 || Lr: 0.015366 || Task Loss: 0.2694 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:57 || Estimated Time: 2 days, 3:37:37
2023-08-05 05:44:28,422 semantic_segmentation INFO: Iters: 38090/150000 || Lr: 0.015365 || Task Loss: 0.4459 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:34:12 || Estimated Time: 2 days, 3:37:18
2023-08-05 05:44:44,236 semantic_segmentation INFO: Iters: 38100/150000 || Lr: 0.015364 || Task Loss: 0.3280 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:34:28 || Estimated Time: 2 days, 3:36:59
2023-08-05 05:45:00,019 semantic_segmentation INFO: Iters: 38110/150000 || Lr: 0.015363 || Task Loss: 0.2302 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:36:40
2023-08-05 05:45:15,810 semantic_segmentation INFO: Iters: 38120/150000 || Lr: 0.015361 || Task Loss: 0.3190 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:35:00 || Estimated Time: 2 days, 3:36:21
2023-08-05 05:45:31,600 semantic_segmentation INFO: Iters: 38130/150000 || Lr: 0.015360 || Task Loss: 0.2656 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:35:16 || Estimated Time: 2 days, 3:36:02
2023-08-05 05:45:47,403 semantic_segmentation INFO: Iters: 38140/150000 || Lr: 0.015359 || Task Loss: 0.2269 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:35:31 || Estimated Time: 2 days, 3:35:43
2023-08-05 05:46:03,200 semantic_segmentation INFO: Iters: 38150/150000 || Lr: 0.015358 || Task Loss: 0.2636 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:35:47 || Estimated Time: 2 days, 3:35:24
2023-08-05 05:46:18,979 semantic_segmentation INFO: Iters: 38160/150000 || Lr: 0.015356 || Task Loss: 0.2687 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:36:03 || Estimated Time: 2 days, 3:35:05
2023-08-05 05:46:34,762 semantic_segmentation INFO: Iters: 38170/150000 || Lr: 0.015355 || Task Loss: 0.3370 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:36:19 || Estimated Time: 2 days, 3:34:46
2023-08-05 05:46:50,563 semantic_segmentation INFO: Iters: 38180/150000 || Lr: 0.015354 || Task Loss: 0.2245 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:36:35 || Estimated Time: 2 days, 3:34:27
2023-08-05 05:47:06,370 semantic_segmentation INFO: Iters: 38190/150000 || Lr: 0.015353 || Task Loss: 0.2986 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:36:50 || Estimated Time: 2 days, 3:34:08
2023-08-05 05:47:22,199 semantic_segmentation INFO: Iters: 38200/150000 || Lr: 0.015351 || Task Loss: 0.2333 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:37:06 || Estimated Time: 2 days, 3:33:49
2023-08-05 05:47:38,005 semantic_segmentation INFO: Iters: 38210/150000 || Lr: 0.015350 || Task Loss: 0.2538 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:37:22 || Estimated Time: 2 days, 3:33:30
2023-08-05 05:47:53,819 semantic_segmentation INFO: Iters: 38220/150000 || Lr: 0.015349 || Task Loss: 0.1862 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:37:38 || Estimated Time: 2 days, 3:33:11
2023-08-05 05:48:09,634 semantic_segmentation INFO: Iters: 38230/150000 || Lr: 0.015348 || Task Loss: 0.2065 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:37:54 || Estimated Time: 2 days, 3:32:52
2023-08-05 05:48:25,446 semantic_segmentation INFO: Iters: 38240/150000 || Lr: 0.015346 || Task Loss: 0.1819 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:38:09 || Estimated Time: 2 days, 3:32:33
2023-08-05 05:48:41,274 semantic_segmentation INFO: Iters: 38250/150000 || Lr: 0.015345 || Task Loss: 0.1360 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:38:25 || Estimated Time: 2 days, 3:32:15
2023-08-05 05:48:57,105 semantic_segmentation INFO: Iters: 38260/150000 || Lr: 0.015344 || Task Loss: 0.2022 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:31:56
2023-08-05 05:49:12,937 semantic_segmentation INFO: Iters: 38270/150000 || Lr: 0.015343 || Task Loss: 0.4534 || KD Loss: 0.1228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:38:57 || Estimated Time: 2 days, 3:31:37
2023-08-05 05:49:28,777 semantic_segmentation INFO: Iters: 38280/150000 || Lr: 0.015342 || Task Loss: 0.2197 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:39:13 || Estimated Time: 2 days, 3:31:18
2023-08-05 05:49:44,626 semantic_segmentation INFO: Iters: 38290/150000 || Lr: 0.015340 || Task Loss: 0.3833 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:39:29 || Estimated Time: 2 days, 3:30:59
2023-08-05 05:50:00,464 semantic_segmentation INFO: Iters: 38300/150000 || Lr: 0.015339 || Task Loss: 0.2066 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:39:45 || Estimated Time: 2 days, 3:30:40
2023-08-05 05:50:16,276 semantic_segmentation INFO: Iters: 38310/150000 || Lr: 0.015338 || Task Loss: 0.4334 || KD Loss: 0.1962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:40:00 || Estimated Time: 2 days, 3:30:21
2023-08-05 05:50:32,071 semantic_segmentation INFO: Iters: 38320/150000 || Lr: 0.015337 || Task Loss: 0.2107 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:40:16 || Estimated Time: 2 days, 3:30:03
2023-08-05 05:50:47,879 semantic_segmentation INFO: Iters: 38330/150000 || Lr: 0.015335 || Task Loss: 0.2533 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:40:32 || Estimated Time: 2 days, 3:29:44
2023-08-05 05:51:03,677 semantic_segmentation INFO: Iters: 38340/150000 || Lr: 0.015334 || Task Loss: 0.3004 || KD Loss: 0.1016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:40:48 || Estimated Time: 2 days, 3:29:25
2023-08-05 05:51:19,485 semantic_segmentation INFO: Iters: 38350/150000 || Lr: 0.015333 || Task Loss: 0.2591 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:41:04 || Estimated Time: 2 days, 3:29:06
2023-08-05 05:51:35,283 semantic_segmentation INFO: Iters: 38360/150000 || Lr: 0.015332 || Task Loss: 0.2281 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:41:19 || Estimated Time: 2 days, 3:28:47
2023-08-05 05:51:51,083 semantic_segmentation INFO: Iters: 38370/150000 || Lr: 0.015330 || Task Loss: 0.2103 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:41:35 || Estimated Time: 2 days, 3:28:28
2023-08-05 05:52:06,893 semantic_segmentation INFO: Iters: 38380/150000 || Lr: 0.015329 || Task Loss: 0.3130 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:28:09
2023-08-05 05:52:22,675 semantic_segmentation INFO: Iters: 38390/150000 || Lr: 0.015328 || Task Loss: 0.2597 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:42:07 || Estimated Time: 2 days, 3:27:50
2023-08-05 05:52:38,441 semantic_segmentation INFO: Iters: 38400/150000 || Lr: 0.015327 || Task Loss: 0.1908 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:42:22 || Estimated Time: 2 days, 3:27:31
2023-08-05 05:52:38,518 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 05:52:39,325 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.956, mIoU: 0.388
2023-08-05 05:52:39,445 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.484
2023-08-05 05:52:39,567 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.496
2023-08-05 05:52:39,684 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.529
2023-08-05 05:52:39,805 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.520
2023-08-05 05:52:39,923 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.521
2023-08-05 05:52:40,044 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.547
2023-08-05 05:52:40,160 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.566
2023-08-05 05:52:40,281 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.608
2023-08-05 05:52:40,399 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.640
2023-08-05 05:52:40,519 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.642
2023-08-05 05:52:40,635 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.661
2023-08-05 05:52:40,756 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.666
2023-08-05 05:52:40,873 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.661
2023-08-05 05:52:40,993 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.637
2023-08-05 05:52:41,110 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.630
2023-08-05 05:52:41,231 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.634
2023-08-05 05:52:41,348 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.633
2023-08-05 05:52:41,468 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.639
2023-08-05 05:52:41,586 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.646
2023-08-05 05:52:41,707 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.649
2023-08-05 05:52:41,824 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 05:52:41,945 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.657
2023-08-05 05:52:42,063 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.665
2023-08-05 05:52:42,183 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 05:52:42,299 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.679
2023-08-05 05:52:42,420 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 05:52:42,537 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.661
2023-08-05 05:52:42,658 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 05:52:42,774 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.662
2023-08-05 05:52:42,895 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.660
2023-08-05 05:52:43,011 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 05:52:43,132 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.662
2023-08-05 05:52:43,248 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.659
2023-08-05 05:52:43,369 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.661
2023-08-05 05:52:43,486 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.662
2023-08-05 05:52:43,606 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.659
2023-08-05 05:52:43,722 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.658
2023-08-05 05:52:43,842 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.653
2023-08-05 05:52:43,959 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.654
2023-08-05 05:52:44,079 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.655
2023-08-05 05:52:44,197 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.654
2023-08-05 05:52:44,317 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.655
2023-08-05 05:52:44,435 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.656
2023-08-05 05:52:44,556 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.655
2023-08-05 05:52:44,674 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 05:52:44,795 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 05:52:44,913 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.655
2023-08-05 05:52:45,033 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.660
2023-08-05 05:52:45,151 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 05:52:45,271 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 05:52:45,390 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-05 05:52:45,509 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-05 05:52:45,626 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 05:52:45,746 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 05:52:45,863 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.680
2023-08-05 05:52:45,983 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.681
2023-08-05 05:52:46,100 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.686
2023-08-05 05:52:46,220 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 05:52:46,336 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 05:52:46,457 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 05:52:46,575 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 05:52:46,695 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.690
2023-08-05 05:52:46,811 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 05:52:46,932 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 05:52:47,049 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 05:52:47,170 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.692
2023-08-05 05:52:47,287 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 05:52:47,408 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.692
2023-08-05 05:52:47,525 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 05:52:47,646 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 05:52:47,762 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 05:52:47,883 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 05:52:48,000 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-05 05:52:48,120 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 05:52:48,236 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 05:52:48,357 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 05:52:48,473 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 05:52:48,593 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 05:52:48,709 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 05:52:48,830 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 05:52:48,947 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 05:52:49,067 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.690
2023-08-05 05:52:49,184 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 05:52:49,303 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:49,420 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.684
2023-08-05 05:52:49,541 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:49,657 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.684
2023-08-05 05:52:49,778 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.684
2023-08-05 05:52:49,895 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.684
2023-08-05 05:52:50,015 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.685
2023-08-05 05:52:50,131 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.679
2023-08-05 05:52:50,252 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.679
2023-08-05 05:52:50,368 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.679
2023-08-05 05:52:50,489 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.679
2023-08-05 05:52:50,604 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.679
2023-08-05 05:52:50,724 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.679
2023-08-05 05:52:50,840 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.679
2023-08-05 05:52:50,960 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.680
2023-08-05 05:52:51,077 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.680
2023-08-05 05:52:51,198 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.680
2023-08-05 05:52:51,315 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 05:52:51,435 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 05:52:51,552 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 05:52:51,673 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 05:52:51,789 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 05:52:51,910 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.678
2023-08-05 05:52:52,027 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.679
2023-08-05 05:52:52,148 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.679
2023-08-05 05:52:52,264 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 05:52:52,385 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 05:52:52,500 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 05:52:52,620 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.677
2023-08-05 05:52:52,737 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.677
2023-08-05 05:52:52,858 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.677
2023-08-05 05:52:52,975 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.676
2023-08-05 05:52:53,095 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.681
2023-08-05 05:52:53,212 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.681
2023-08-05 05:52:53,333 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-05 05:52:53,450 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-05 05:52:53,570 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.684
2023-08-05 05:52:53,687 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-05 05:52:53,808 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-05 05:52:53,925 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 05:52:54,046 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 05:52:54,162 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.687
2023-08-05 05:52:54,283 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.688
2023-08-05 05:52:54,401 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 05:52:54,521 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 05:52:54,637 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 05:52:54,758 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 05:52:54,875 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 05:52:54,994 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:52:55,111 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:52:55,232 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:52:55,349 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 05:52:55,470 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 05:52:55,588 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.683
2023-08-05 05:52:55,709 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-05 05:52:55,826 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:55,946 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 05:52:56,062 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:56,182 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.684
2023-08-05 05:52:56,299 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.684
2023-08-05 05:52:56,420 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.937, mIoU: 0.683
2023-08-05 05:52:56,538 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:56,659 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:56,777 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:56,897 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:57,014 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.684
2023-08-05 05:52:57,135 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:57,251 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:57,373 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:57,489 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 05:52:57,609 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.937, mIoU: 0.685
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2023-08-05 05:53:20,972 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 05:53:21,093 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 05:53:21,209 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 05:53:21,331 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 05:53:21,449 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 05:53:21,570 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 05:53:21,687 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.939, mIoU: 0.675
2023-08-05 05:53:21,809 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 05:53:21,927 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 05:53:22,048 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 05:53:22,165 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 05:53:22,286 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 05:53:22,404 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 05:53:22,524 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 05:53:22,642 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 05:53:22,763 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.939, mIoU: 0.677
2023-08-05 05:53:22,880 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.939, mIoU: 0.677
2023-08-05 05:53:23,004 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.939, mIoU: 0.677
2023-08-05 05:53:23,120 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.939, mIoU: 0.678
2023-08-05 05:53:23,242 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.939, mIoU: 0.678
2023-08-05 05:53:23,360 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.939, mIoU: 0.678
2023-08-05 05:53:23,482 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.678
2023-08-05 05:53:23,599 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 05:53:23,720 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 05:53:23,837 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 05:53:23,959 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 05:53:24,076 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 05:53:24,197 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 05:53:24,313 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 05:53:24,435 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 05:53:24,552 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 05:53:24,673 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 05:53:24,790 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 05:53:24,912 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 05:53:25,028 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 05:53:25,149 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 05:53:25,266 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 05:53:25,387 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 05:53:25,505 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.940, mIoU: 0.680
2023-08-05 05:53:25,626 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.940, mIoU: 0.680
2023-08-05 05:53:25,743 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.680
2023-08-05 05:53:25,865 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:25,982 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:26,103 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:26,221 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:26,342 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:26,460 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:26,580 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:26,697 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:26,818 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:26,936 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:27,057 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:27,174 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 05:53:27,295 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.681
2023-08-05 05:53:27,412 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.681
2023-08-05 05:53:27,533 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.681
2023-08-05 05:53:27,650 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 05:53:27,772 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 05:53:27,889 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:28,010 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 05:53:28,127 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 05:53:28,248 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 05:53:28,365 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 05:53:28,487 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 05:53:28,604 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 05:53:28,726 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 05:53:28,844 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:28,965 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:29,082 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:29,203 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:29,320 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:29,442 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:29,559 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:29,680 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:29,798 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 05:53:29,919 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:30,036 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:30,157 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:30,274 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:30,395 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:30,513 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:30,634 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:30,751 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:30,872 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:30,990 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 05:53:31,110 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 05:53:31,227 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 05:53:31,348 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 05:53:31,467 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 05:53:31,587 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 05:53:31,703 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 05:53:31,825 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 05:53:31,943 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 05:53:32,064 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:32,181 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:32,302 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:32,419 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:32,540 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:32,657 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:32,778 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:32,896 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:33,017 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:33,133 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 05:53:33,254 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 05:53:33,371 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 05:53:33,493 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:33,610 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:33,732 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:33,845 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 05:53:33,967 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 05:53:34,084 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 05:53:34,205 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:34,322 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:34,443 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:34,560 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:34,681 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:34,798 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:34,919 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:35,036 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:35,157 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:35,273 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 05:53:35,395 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 05:53:35,514 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:35,636 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 05:53:35,753 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:35,875 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:35,993 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:36,114 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:36,230 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:36,351 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:36,470 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:36,590 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:36,707 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:36,828 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:36,946 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:37,067 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:37,185 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:37,306 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:37,423 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 05:53:37,543 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:37,660 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:37,781 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:37,898 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:38,020 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:38,137 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:38,259 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:38,375 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:38,497 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:38,612 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 05:53:54,513 semantic_segmentation INFO: Iters: 38410/150000 || Lr: 0.015325 || Task Loss: 0.3936 || KD Loss: 0.1762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:43:39 || Estimated Time: 2 days, 3:30:07
2023-08-05 05:54:10,295 semantic_segmentation INFO: Iters: 38420/150000 || Lr: 0.015324 || Task Loss: 0.2278 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:43:54 || Estimated Time: 2 days, 3:29:48
2023-08-05 05:54:26,124 semantic_segmentation INFO: Iters: 38430/150000 || Lr: 0.015323 || Task Loss: 0.3495 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:44:10 || Estimated Time: 2 days, 3:29:29
2023-08-05 05:54:41,991 semantic_segmentation INFO: Iters: 38440/150000 || Lr: 0.015322 || Task Loss: 0.5132 || KD Loss: 0.1927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:44:26 || Estimated Time: 2 days, 3:29:10
2023-08-05 05:54:57,854 semantic_segmentation INFO: Iters: 38450/150000 || Lr: 0.015321 || Task Loss: 0.3718 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:44:42 || Estimated Time: 2 days, 3:28:52
2023-08-05 05:55:13,732 semantic_segmentation INFO: Iters: 38460/150000 || Lr: 0.015319 || Task Loss: 0.2124 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:44:58 || Estimated Time: 2 days, 3:28:33
2023-08-05 05:55:29,608 semantic_segmentation INFO: Iters: 38470/150000 || Lr: 0.015318 || Task Loss: 0.1778 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:45:14 || Estimated Time: 2 days, 3:28:14
2023-08-05 05:55:45,481 semantic_segmentation INFO: Iters: 38480/150000 || Lr: 0.015317 || Task Loss: 0.2271 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:45:30 || Estimated Time: 2 days, 3:27:55
2023-08-05 05:56:01,347 semantic_segmentation INFO: Iters: 38490/150000 || Lr: 0.015316 || Task Loss: 0.2239 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:45:45 || Estimated Time: 2 days, 3:27:37
2023-08-05 05:56:17,208 semantic_segmentation INFO: Iters: 38500/150000 || Lr: 0.015314 || Task Loss: 0.2166 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:46:01 || Estimated Time: 2 days, 3:27:18
2023-08-05 05:56:33,069 semantic_segmentation INFO: Iters: 38510/150000 || Lr: 0.015313 || Task Loss: 0.2719 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:46:17 || Estimated Time: 2 days, 3:26:59
2023-08-05 05:56:48,930 semantic_segmentation INFO: Iters: 38520/150000 || Lr: 0.015312 || Task Loss: 0.4570 || KD Loss: 0.2707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:46:33 || Estimated Time: 2 days, 3:26:40
2023-08-05 05:57:04,767 semantic_segmentation INFO: Iters: 38530/150000 || Lr: 0.015311 || Task Loss: 0.2681 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:46:49 || Estimated Time: 2 days, 3:26:21
2023-08-05 05:57:20,610 semantic_segmentation INFO: Iters: 38540/150000 || Lr: 0.015309 || Task Loss: 0.1909 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:05 || Estimated Time: 2 days, 3:26:03
2023-08-05 05:57:36,478 semantic_segmentation INFO: Iters: 38550/150000 || Lr: 0.015308 || Task Loss: 0.2331 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:21 || Estimated Time: 2 days, 3:25:44
2023-08-05 05:57:52,328 semantic_segmentation INFO: Iters: 38560/150000 || Lr: 0.015307 || Task Loss: 0.3052 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:36 || Estimated Time: 2 days, 3:25:25
2023-08-05 05:58:08,142 semantic_segmentation INFO: Iters: 38570/150000 || Lr: 0.015306 || Task Loss: 0.4032 || KD Loss: 0.1355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:52 || Estimated Time: 2 days, 3:25:06
2023-08-05 05:58:23,956 semantic_segmentation INFO: Iters: 38580/150000 || Lr: 0.015304 || Task Loss: 0.2796 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:48:08 || Estimated Time: 2 days, 3:24:47
2023-08-05 05:58:39,762 semantic_segmentation INFO: Iters: 38590/150000 || Lr: 0.015303 || Task Loss: 0.2137 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:48:24 || Estimated Time: 2 days, 3:24:28
2023-08-05 05:58:55,557 semantic_segmentation INFO: Iters: 38600/150000 || Lr: 0.015302 || Task Loss: 0.3397 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:48:40 || Estimated Time: 2 days, 3:24:09
2023-08-05 05:59:11,353 semantic_segmentation INFO: Iters: 38610/150000 || Lr: 0.015301 || Task Loss: 0.2408 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:48:55 || Estimated Time: 2 days, 3:23:50
2023-08-05 05:59:27,138 semantic_segmentation INFO: Iters: 38620/150000 || Lr: 0.015300 || Task Loss: 0.1626 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:49:11 || Estimated Time: 2 days, 3:23:31
2023-08-05 05:59:42,929 semantic_segmentation INFO: Iters: 38630/150000 || Lr: 0.015298 || Task Loss: 0.1886 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:49:27 || Estimated Time: 2 days, 3:23:12
2023-08-05 05:59:58,717 semantic_segmentation INFO: Iters: 38640/150000 || Lr: 0.015297 || Task Loss: 0.2399 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:49:43 || Estimated Time: 2 days, 3:22:53
2023-08-05 06:00:14,522 semantic_segmentation INFO: Iters: 38650/150000 || Lr: 0.015296 || Task Loss: 0.5697 || KD Loss: 0.2964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:49:59 || Estimated Time: 2 days, 3:22:34
2023-08-05 06:00:30,321 semantic_segmentation INFO: Iters: 38660/150000 || Lr: 0.015295 || Task Loss: 0.2597 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:50:14 || Estimated Time: 2 days, 3:22:15
2023-08-05 06:00:46,105 semantic_segmentation INFO: Iters: 38670/150000 || Lr: 0.015293 || Task Loss: 0.3142 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:50:30 || Estimated Time: 2 days, 3:21:56
2023-08-05 06:01:01,890 semantic_segmentation INFO: Iters: 38680/150000 || Lr: 0.015292 || Task Loss: 0.1955 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:50:46 || Estimated Time: 2 days, 3:21:37
2023-08-05 06:01:17,685 semantic_segmentation INFO: Iters: 38690/150000 || Lr: 0.015291 || Task Loss: 0.4903 || KD Loss: 0.2119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:51:02 || Estimated Time: 2 days, 3:21:19
2023-08-05 06:01:33,488 semantic_segmentation INFO: Iters: 38700/150000 || Lr: 0.015290 || Task Loss: 0.1740 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:51:18 || Estimated Time: 2 days, 3:21:00
2023-08-05 06:01:49,283 semantic_segmentation INFO: Iters: 38710/150000 || Lr: 0.015288 || Task Loss: 0.3366 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:51:33 || Estimated Time: 2 days, 3:20:41
2023-08-05 06:02:05,065 semantic_segmentation INFO: Iters: 38720/150000 || Lr: 0.015287 || Task Loss: 0.2481 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:51:49 || Estimated Time: 2 days, 3:20:22
2023-08-05 06:02:20,883 semantic_segmentation INFO: Iters: 38730/150000 || Lr: 0.015286 || Task Loss: 0.4249 || KD Loss: 0.1540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:52:05 || Estimated Time: 2 days, 3:20:03
2023-08-05 06:02:36,705 semantic_segmentation INFO: Iters: 38740/150000 || Lr: 0.015285 || Task Loss: 0.3559 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:52:21 || Estimated Time: 2 days, 3:19:44
2023-08-05 06:02:52,515 semantic_segmentation INFO: Iters: 38750/150000 || Lr: 0.015283 || Task Loss: 0.2991 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:52:37 || Estimated Time: 2 days, 3:19:25
2023-08-05 06:03:08,329 semantic_segmentation INFO: Iters: 38760/150000 || Lr: 0.015282 || Task Loss: 0.2767 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:52:52 || Estimated Time: 2 days, 3:19:06
2023-08-05 06:03:24,156 semantic_segmentation INFO: Iters: 38770/150000 || Lr: 0.015281 || Task Loss: 0.2412 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:53:08 || Estimated Time: 2 days, 3:18:47
2023-08-05 06:03:40,012 semantic_segmentation INFO: Iters: 38780/150000 || Lr: 0.015280 || Task Loss: 0.2491 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:53:24 || Estimated Time: 2 days, 3:18:28
2023-08-05 06:03:55,845 semantic_segmentation INFO: Iters: 38790/150000 || Lr: 0.015279 || Task Loss: 0.3060 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:53:40 || Estimated Time: 2 days, 3:18:10
2023-08-05 06:04:11,705 semantic_segmentation INFO: Iters: 38800/150000 || Lr: 0.015277 || Task Loss: 0.5137 || KD Loss: 0.2748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:53:56 || Estimated Time: 2 days, 3:17:51
2023-08-05 06:04:27,518 semantic_segmentation INFO: Iters: 38810/150000 || Lr: 0.015276 || Task Loss: 0.2095 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:12 || Estimated Time: 2 days, 3:17:32
2023-08-05 06:04:43,338 semantic_segmentation INFO: Iters: 38820/150000 || Lr: 0.015275 || Task Loss: 0.1949 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:27 || Estimated Time: 2 days, 3:17:13
2023-08-05 06:04:59,179 semantic_segmentation INFO: Iters: 38830/150000 || Lr: 0.015274 || Task Loss: 0.1576 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:43 || Estimated Time: 2 days, 3:16:54
2023-08-05 06:05:15,014 semantic_segmentation INFO: Iters: 38840/150000 || Lr: 0.015272 || Task Loss: 0.4344 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:59 || Estimated Time: 2 days, 3:16:36
2023-08-05 06:05:30,867 semantic_segmentation INFO: Iters: 38850/150000 || Lr: 0.015271 || Task Loss: 0.3446 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:55:15 || Estimated Time: 2 days, 3:16:17
2023-08-05 06:05:46,707 semantic_segmentation INFO: Iters: 38860/150000 || Lr: 0.015270 || Task Loss: 0.2916 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:55:31 || Estimated Time: 2 days, 3:15:58
2023-08-05 06:06:02,539 semantic_segmentation INFO: Iters: 38870/150000 || Lr: 0.015269 || Task Loss: 0.4544 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:15:39
2023-08-05 06:06:18,330 semantic_segmentation INFO: Iters: 38880/150000 || Lr: 0.015267 || Task Loss: 0.2210 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:56:02 || Estimated Time: 2 days, 3:15:20
2023-08-05 06:06:34,126 semantic_segmentation INFO: Iters: 38890/150000 || Lr: 0.015266 || Task Loss: 0.2217 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:56:18 || Estimated Time: 2 days, 3:15:01
2023-08-05 06:06:49,939 semantic_segmentation INFO: Iters: 38900/150000 || Lr: 0.015265 || Task Loss: 0.2050 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:56:34 || Estimated Time: 2 days, 3:14:42
2023-08-05 06:07:05,766 semantic_segmentation INFO: Iters: 38910/150000 || Lr: 0.015264 || Task Loss: 0.2794 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:56:50 || Estimated Time: 2 days, 3:14:24
2023-08-05 06:07:21,591 semantic_segmentation INFO: Iters: 38920/150000 || Lr: 0.015262 || Task Loss: 0.3132 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:57:06 || Estimated Time: 2 days, 3:14:05
2023-08-05 06:07:37,391 semantic_segmentation INFO: Iters: 38930/150000 || Lr: 0.015261 || Task Loss: 0.3531 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:57:21 || Estimated Time: 2 days, 3:13:46
2023-08-05 06:07:53,197 semantic_segmentation INFO: Iters: 38940/150000 || Lr: 0.015260 || Task Loss: 0.2599 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:57:37 || Estimated Time: 2 days, 3:13:27
2023-08-05 06:08:08,993 semantic_segmentation INFO: Iters: 38950/150000 || Lr: 0.015259 || Task Loss: 0.1963 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:57:53 || Estimated Time: 2 days, 3:13:08
2023-08-05 06:08:24,781 semantic_segmentation INFO: Iters: 38960/150000 || Lr: 0.015257 || Task Loss: 0.2870 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:58:09 || Estimated Time: 2 days, 3:12:49
2023-08-05 06:08:40,571 semantic_segmentation INFO: Iters: 38970/150000 || Lr: 0.015256 || Task Loss: 0.1662 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:58:25 || Estimated Time: 2 days, 3:12:30
2023-08-05 06:08:56,349 semantic_segmentation INFO: Iters: 38980/150000 || Lr: 0.015255 || Task Loss: 0.2367 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:58:40 || Estimated Time: 2 days, 3:12:11
2023-08-05 06:09:12,138 semantic_segmentation INFO: Iters: 38990/150000 || Lr: 0.015254 || Task Loss: 0.8151 || KD Loss: 0.4599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:58:56 || Estimated Time: 2 days, 3:11:52
2023-08-05 06:09:27,935 semantic_segmentation INFO: Iters: 39000/150000 || Lr: 0.015253 || Task Loss: 0.2541 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:59:12 || Estimated Time: 2 days, 3:11:33
2023-08-05 06:09:43,714 semantic_segmentation INFO: Iters: 39010/150000 || Lr: 0.015251 || Task Loss: 0.2111 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:59:28 || Estimated Time: 2 days, 3:11:15
2023-08-05 06:09:59,498 semantic_segmentation INFO: Iters: 39020/150000 || Lr: 0.015250 || Task Loss: 0.1526 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:10:56
2023-08-05 06:10:15,275 semantic_segmentation INFO: Iters: 39030/150000 || Lr: 0.015249 || Task Loss: 0.3298 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:59:59 || Estimated Time: 2 days, 3:10:37
2023-08-05 06:10:31,067 semantic_segmentation INFO: Iters: 39040/150000 || Lr: 0.015248 || Task Loss: 0.3055 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:00:15 || Estimated Time: 2 days, 3:10:18
2023-08-05 06:10:46,855 semantic_segmentation INFO: Iters: 39050/150000 || Lr: 0.015246 || Task Loss: 0.1381 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:00:31 || Estimated Time: 2 days, 3:09:59
2023-08-05 06:11:02,681 semantic_segmentation INFO: Iters: 39060/150000 || Lr: 0.015245 || Task Loss: 0.3824 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:00:47 || Estimated Time: 2 days, 3:09:40
2023-08-05 06:11:18,511 semantic_segmentation INFO: Iters: 39070/150000 || Lr: 0.015244 || Task Loss: 0.1782 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:01:03 || Estimated Time: 2 days, 3:09:21
2023-08-05 06:11:34,336 semantic_segmentation INFO: Iters: 39080/150000 || Lr: 0.015243 || Task Loss: 0.2818 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:01:18 || Estimated Time: 2 days, 3:09:02
2023-08-05 06:11:50,165 semantic_segmentation INFO: Iters: 39090/150000 || Lr: 0.015241 || Task Loss: 0.1870 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:01:34 || Estimated Time: 2 days, 3:08:44
2023-08-05 06:12:06,002 semantic_segmentation INFO: Iters: 39100/150000 || Lr: 0.015240 || Task Loss: 0.4889 || KD Loss: 0.1824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:01:50 || Estimated Time: 2 days, 3:08:25
2023-08-05 06:12:21,847 semantic_segmentation INFO: Iters: 39110/150000 || Lr: 0.015239 || Task Loss: 0.4444 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:02:06 || Estimated Time: 2 days, 3:08:06
2023-08-05 06:12:37,693 semantic_segmentation INFO: Iters: 39120/150000 || Lr: 0.015238 || Task Loss: 0.2187 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:02:22 || Estimated Time: 2 days, 3:07:47
2023-08-05 06:12:53,544 semantic_segmentation INFO: Iters: 39130/150000 || Lr: 0.015236 || Task Loss: 0.2472 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:02:38 || Estimated Time: 2 days, 3:07:29
2023-08-05 06:13:09,393 semantic_segmentation INFO: Iters: 39140/150000 || Lr: 0.015235 || Task Loss: 0.4093 || KD Loss: 0.1260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:02:53 || Estimated Time: 2 days, 3:07:10
2023-08-05 06:13:25,231 semantic_segmentation INFO: Iters: 39150/150000 || Lr: 0.015234 || Task Loss: 0.2154 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:09 || Estimated Time: 2 days, 3:06:51
2023-08-05 06:13:41,075 semantic_segmentation INFO: Iters: 39160/150000 || Lr: 0.015233 || Task Loss: 0.2009 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:25 || Estimated Time: 2 days, 3:06:32
2023-08-05 06:13:56,892 semantic_segmentation INFO: Iters: 39170/150000 || Lr: 0.015232 || Task Loss: 0.3659 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:41 || Estimated Time: 2 days, 3:06:14
2023-08-05 06:14:12,730 semantic_segmentation INFO: Iters: 39180/150000 || Lr: 0.015230 || Task Loss: 0.1986 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:57 || Estimated Time: 2 days, 3:05:55
2023-08-05 06:14:28,564 semantic_segmentation INFO: Iters: 39190/150000 || Lr: 0.015229 || Task Loss: 0.2741 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:04:13 || Estimated Time: 2 days, 3:05:36
2023-08-05 06:14:44,399 semantic_segmentation INFO: Iters: 39200/150000 || Lr: 0.015228 || Task Loss: 0.3548 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:04:28 || Estimated Time: 2 days, 3:05:17
2023-08-05 06:14:44,478 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 06:14:45,275 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.392
2023-08-05 06:14:45,398 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.474
2023-08-05 06:14:45,522 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.476
2023-08-05 06:14:45,639 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.499
2023-08-05 06:14:45,760 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.496
2023-08-05 06:14:45,878 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.492
2023-08-05 06:14:45,999 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.491
2023-08-05 06:14:46,115 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.525
2023-08-05 06:14:46,236 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.549
2023-08-05 06:14:46,354 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.583
2023-08-05 06:14:46,474 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.593
2023-08-05 06:14:46,590 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.610
2023-08-05 06:14:46,711 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.604
2023-08-05 06:14:46,829 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.601
2023-08-05 06:14:46,949 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.580
2023-08-05 06:14:47,066 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.943, mIoU: 0.570
2023-08-05 06:14:47,187 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.575
2023-08-05 06:14:47,304 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.574
2023-08-05 06:14:47,424 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.584
2023-08-05 06:14:47,541 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.592
2023-08-05 06:14:47,662 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.595
2023-08-05 06:14:47,779 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.629
2023-08-05 06:14:47,900 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.628
2023-08-05 06:14:48,018 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.636
2023-08-05 06:14:48,138 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 06:14:48,254 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 06:14:48,375 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 06:14:48,492 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.636
2023-08-05 06:14:48,612 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.633
2023-08-05 06:14:48,728 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.618
2023-08-05 06:14:48,849 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.618
2023-08-05 06:14:48,965 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.617
2023-08-05 06:14:49,086 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.621
2023-08-05 06:14:49,203 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.622
2023-08-05 06:14:49,324 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.611
2023-08-05 06:14:49,441 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.611
2023-08-05 06:14:49,562 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.610
2023-08-05 06:14:49,678 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.609
2023-08-05 06:14:49,799 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.615
2023-08-05 06:14:49,916 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.616
2023-08-05 06:14:50,037 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.618
2023-08-05 06:14:50,154 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.618
2023-08-05 06:14:50,274 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.619
2023-08-05 06:14:50,393 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.619
2023-08-05 06:14:50,514 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.618
2023-08-05 06:14:50,633 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.619
2023-08-05 06:14:50,753 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.620
2023-08-05 06:14:50,871 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.620
2023-08-05 06:14:50,991 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.627
2023-08-05 06:14:51,109 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-05 06:14:51,230 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.630
2023-08-05 06:14:51,348 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.643
2023-08-05 06:14:51,468 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 06:14:51,584 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-05 06:14:51,704 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.642
2023-08-05 06:14:51,822 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 06:14:51,941 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 06:14:52,058 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.653
2023-08-05 06:14:52,178 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.657
2023-08-05 06:14:52,295 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.656
2023-08-05 06:14:52,417 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 06:14:52,536 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 06:14:52,657 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 06:14:52,773 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 06:14:52,895 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 06:14:53,012 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 06:14:53,132 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.656
2023-08-05 06:14:53,249 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 06:14:53,370 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.656
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2023-08-05 06:15:39,981 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.939, mIoU: 0.639
2023-08-05 06:15:40,099 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 06:15:40,220 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 06:15:40,337 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 06:15:40,458 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 06:15:40,576 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 06:15:40,698 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-05 06:15:40,816 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-05 06:15:40,937 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-05 06:15:41,054 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.939, mIoU: 0.640
2023-08-05 06:15:41,175 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-05 06:15:41,291 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:41,412 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:41,529 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:41,648 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:41,765 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:41,886 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:42,004 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:42,126 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:42,243 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:42,364 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:42,483 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:42,604 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.940, mIoU: 0.641
2023-08-05 06:15:42,721 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.940, mIoU: 0.642
2023-08-05 06:15:42,843 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.940, mIoU: 0.642
2023-08-05 06:15:42,959 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.940, mIoU: 0.642
2023-08-05 06:15:43,081 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.940, mIoU: 0.642
2023-08-05 06:15:43,198 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 06:15:43,319 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 06:15:43,436 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 06:15:43,557 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 06:15:43,674 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 06:15:43,795 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 06:15:43,910 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 06:15:44,031 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.940, mIoU: 0.644
2023-08-05 06:15:44,149 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.940, mIoU: 0.644
2023-08-05 06:15:44,270 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.644
2023-08-05 06:15:44,387 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.940, mIoU: 0.644
2023-08-05 06:15:44,508 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.941, mIoU: 0.644
2023-08-05 06:15:44,624 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.941, mIoU: 0.644
2023-08-05 06:16:00,496 semantic_segmentation INFO: Iters: 39210/150000 || Lr: 0.015227 || Task Loss: 0.2861 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:05:45 || Estimated Time: 2 days, 3:07:49
2023-08-05 06:16:16,313 semantic_segmentation INFO: Iters: 39220/150000 || Lr: 0.015225 || Task Loss: 0.2607 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:00 || Estimated Time: 2 days, 3:07:30
2023-08-05 06:16:32,127 semantic_segmentation INFO: Iters: 39230/150000 || Lr: 0.015224 || Task Loss: 0.4263 || KD Loss: 0.2657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:16 || Estimated Time: 2 days, 3:07:11
2023-08-05 06:16:47,968 semantic_segmentation INFO: Iters: 39240/150000 || Lr: 0.015223 || Task Loss: 0.3285 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:32 || Estimated Time: 2 days, 3:06:52
2023-08-05 06:17:03,798 semantic_segmentation INFO: Iters: 39250/150000 || Lr: 0.015222 || Task Loss: 0.2246 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:48 || Estimated Time: 2 days, 3:06:33
2023-08-05 06:17:19,638 semantic_segmentation INFO: Iters: 39260/150000 || Lr: 0.015220 || Task Loss: 0.3049 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:07:04 || Estimated Time: 2 days, 3:06:15
2023-08-05 06:17:35,474 semantic_segmentation INFO: Iters: 39270/150000 || Lr: 0.015219 || Task Loss: 0.1777 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:07:20 || Estimated Time: 2 days, 3:05:56
2023-08-05 06:17:51,302 semantic_segmentation INFO: Iters: 39280/150000 || Lr: 0.015218 || Task Loss: 0.3966 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:07:35 || Estimated Time: 2 days, 3:05:37
2023-08-05 06:18:07,119 semantic_segmentation INFO: Iters: 39290/150000 || Lr: 0.015217 || Task Loss: 0.3773 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:07:51 || Estimated Time: 2 days, 3:05:18
2023-08-05 06:18:22,954 semantic_segmentation INFO: Iters: 39300/150000 || Lr: 0.015215 || Task Loss: 0.2408 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:08:07 || Estimated Time: 2 days, 3:04:59
2023-08-05 06:18:38,782 semantic_segmentation INFO: Iters: 39310/150000 || Lr: 0.015214 || Task Loss: 0.3312 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:08:23 || Estimated Time: 2 days, 3:04:41
2023-08-05 06:18:54,642 semantic_segmentation INFO: Iters: 39320/150000 || Lr: 0.015213 || Task Loss: 0.2269 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:08:39 || Estimated Time: 2 days, 3:04:22
2023-08-05 06:19:10,497 semantic_segmentation INFO: Iters: 39330/150000 || Lr: 0.015212 || Task Loss: 0.2480 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:08:55 || Estimated Time: 2 days, 3:04:03
2023-08-05 06:19:26,333 semantic_segmentation INFO: Iters: 39340/150000 || Lr: 0.015210 || Task Loss: 0.3725 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:09:10 || Estimated Time: 2 days, 3:03:44
2023-08-05 06:19:42,168 semantic_segmentation INFO: Iters: 39350/150000 || Lr: 0.015209 || Task Loss: 0.1741 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:09:26 || Estimated Time: 2 days, 3:03:26
2023-08-05 06:19:58,020 semantic_segmentation INFO: Iters: 39360/150000 || Lr: 0.015208 || Task Loss: 0.2612 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:03:07
2023-08-05 06:20:13,853 semantic_segmentation INFO: Iters: 39370/150000 || Lr: 0.015207 || Task Loss: 0.1932 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:09:58 || Estimated Time: 2 days, 3:02:48
2023-08-05 06:20:29,687 semantic_segmentation INFO: Iters: 39380/150000 || Lr: 0.015206 || Task Loss: 0.1841 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:10:14 || Estimated Time: 2 days, 3:02:29
2023-08-05 06:20:45,536 semantic_segmentation INFO: Iters: 39390/150000 || Lr: 0.015204 || Task Loss: 0.2402 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:10:30 || Estimated Time: 2 days, 3:02:10
2023-08-05 06:21:01,375 semantic_segmentation INFO: Iters: 39400/150000 || Lr: 0.015203 || Task Loss: 0.4711 || KD Loss: 0.2108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:10:45 || Estimated Time: 2 days, 3:01:52
2023-08-05 06:21:17,209 semantic_segmentation INFO: Iters: 39410/150000 || Lr: 0.015202 || Task Loss: 0.2988 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:01 || Estimated Time: 2 days, 3:01:33
2023-08-05 06:21:33,065 semantic_segmentation INFO: Iters: 39420/150000 || Lr: 0.015201 || Task Loss: 0.2504 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:17 || Estimated Time: 2 days, 3:01:14
2023-08-05 06:21:48,890 semantic_segmentation INFO: Iters: 39430/150000 || Lr: 0.015199 || Task Loss: 0.2389 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:33 || Estimated Time: 2 days, 3:00:55
2023-08-05 06:22:04,724 semantic_segmentation INFO: Iters: 39440/150000 || Lr: 0.015198 || Task Loss: 0.3227 || KD Loss: 0.1134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:49 || Estimated Time: 2 days, 3:00:37
2023-08-05 06:22:20,571 semantic_segmentation INFO: Iters: 39450/150000 || Lr: 0.015197 || Task Loss: 0.2914 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:12:05 || Estimated Time: 2 days, 3:00:18
2023-08-05 06:22:36,398 semantic_segmentation INFO: Iters: 39460/150000 || Lr: 0.015196 || Task Loss: 0.2418 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:12:20 || Estimated Time: 2 days, 2:59:59
2023-08-05 06:22:52,209 semantic_segmentation INFO: Iters: 39470/150000 || Lr: 0.015194 || Task Loss: 0.2969 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:12:36 || Estimated Time: 2 days, 2:59:40
2023-08-05 06:23:08,019 semantic_segmentation INFO: Iters: 39480/150000 || Lr: 0.015193 || Task Loss: 0.3911 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:12:52 || Estimated Time: 2 days, 2:59:21
2023-08-05 06:23:23,814 semantic_segmentation INFO: Iters: 39490/150000 || Lr: 0.015192 || Task Loss: 0.1938 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:13:08 || Estimated Time: 2 days, 2:59:02
2023-08-05 06:23:39,628 semantic_segmentation INFO: Iters: 39500/150000 || Lr: 0.015191 || Task Loss: 0.1728 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:13:24 || Estimated Time: 2 days, 2:58:44
2023-08-05 06:23:55,445 semantic_segmentation INFO: Iters: 39510/150000 || Lr: 0.015189 || Task Loss: 0.3369 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:58:25
2023-08-05 06:24:11,257 semantic_segmentation INFO: Iters: 39520/150000 || Lr: 0.015188 || Task Loss: 0.2443 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:13:55 || Estimated Time: 2 days, 2:58:06
2023-08-05 06:24:27,080 semantic_segmentation INFO: Iters: 39530/150000 || Lr: 0.015187 || Task Loss: 0.1876 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:11 || Estimated Time: 2 days, 2:57:47
2023-08-05 06:24:42,908 semantic_segmentation INFO: Iters: 39540/150000 || Lr: 0.015186 || Task Loss: 0.3206 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:27 || Estimated Time: 2 days, 2:57:28
2023-08-05 06:24:58,708 semantic_segmentation INFO: Iters: 39550/150000 || Lr: 0.015185 || Task Loss: 0.2339 || KD Loss: 0.1002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:43 || Estimated Time: 2 days, 2:57:09
2023-08-05 06:25:14,517 semantic_segmentation INFO: Iters: 39560/150000 || Lr: 0.015183 || Task Loss: 0.1919 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:59 || Estimated Time: 2 days, 2:56:51
2023-08-05 06:25:30,316 semantic_segmentation INFO: Iters: 39570/150000 || Lr: 0.015182 || Task Loss: 0.1550 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:15:14 || Estimated Time: 2 days, 2:56:32
2023-08-05 06:25:46,111 semantic_segmentation INFO: Iters: 39580/150000 || Lr: 0.015181 || Task Loss: 0.3243 || KD Loss: 0.1757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:15:30 || Estimated Time: 2 days, 2:56:13
2023-08-05 06:26:01,912 semantic_segmentation INFO: Iters: 39590/150000 || Lr: 0.015180 || Task Loss: 0.2791 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:15:46 || Estimated Time: 2 days, 2:55:54
2023-08-05 06:26:17,696 semantic_segmentation INFO: Iters: 39600/150000 || Lr: 0.015178 || Task Loss: 0.3652 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:16:02 || Estimated Time: 2 days, 2:55:35
2023-08-05 06:26:33,505 semantic_segmentation INFO: Iters: 39610/150000 || Lr: 0.015177 || Task Loss: 0.3064 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:16:18 || Estimated Time: 2 days, 2:55:16
2023-08-05 06:26:49,312 semantic_segmentation INFO: Iters: 39620/150000 || Lr: 0.015176 || Task Loss: 0.2186 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:16:33 || Estimated Time: 2 days, 2:54:57
2023-08-05 06:27:05,112 semantic_segmentation INFO: Iters: 39630/150000 || Lr: 0.015175 || Task Loss: 0.2300 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:16:49 || Estimated Time: 2 days, 2:54:39
2023-08-05 06:27:20,918 semantic_segmentation INFO: Iters: 39640/150000 || Lr: 0.015173 || Task Loss: 0.2135 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:17:05 || Estimated Time: 2 days, 2:54:20
2023-08-05 06:27:36,715 semantic_segmentation INFO: Iters: 39650/150000 || Lr: 0.015172 || Task Loss: 0.3460 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:17:21 || Estimated Time: 2 days, 2:54:01
2023-08-05 06:27:52,536 semantic_segmentation INFO: Iters: 39660/150000 || Lr: 0.015171 || Task Loss: 0.2551 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:53:42
2023-08-05 06:28:08,351 semantic_segmentation INFO: Iters: 39670/150000 || Lr: 0.015170 || Task Loss: 0.4274 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:17:52 || Estimated Time: 2 days, 2:53:23
2023-08-05 06:28:24,150 semantic_segmentation INFO: Iters: 39680/150000 || Lr: 0.015168 || Task Loss: 0.2896 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:18:08 || Estimated Time: 2 days, 2:53:05
2023-08-05 06:28:39,956 semantic_segmentation INFO: Iters: 39690/150000 || Lr: 0.015167 || Task Loss: 0.3670 || KD Loss: 0.2534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:18:24 || Estimated Time: 2 days, 2:52:46
2023-08-05 06:28:55,776 semantic_segmentation INFO: Iters: 39700/150000 || Lr: 0.015166 || Task Loss: 0.3601 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:18:40 || Estimated Time: 2 days, 2:52:27
2023-08-05 06:29:11,584 semantic_segmentation INFO: Iters: 39710/150000 || Lr: 0.015165 || Task Loss: 0.2529 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:18:56 || Estimated Time: 2 days, 2:52:08
2023-08-05 06:29:27,414 semantic_segmentation INFO: Iters: 39720/150000 || Lr: 0.015163 || Task Loss: 0.2165 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:19:11 || Estimated Time: 2 days, 2:51:49
2023-08-05 06:29:43,273 semantic_segmentation INFO: Iters: 39730/150000 || Lr: 0.015162 || Task Loss: 0.3167 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:19:27 || Estimated Time: 2 days, 2:51:31
2023-08-05 06:29:59,122 semantic_segmentation INFO: Iters: 39740/150000 || Lr: 0.015161 || Task Loss: 0.2104 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:19:43 || Estimated Time: 2 days, 2:51:12
2023-08-05 06:30:14,977 semantic_segmentation INFO: Iters: 39750/150000 || Lr: 0.015160 || Task Loss: 0.3056 || KD Loss: 0.1524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:19:59 || Estimated Time: 2 days, 2:50:53
2023-08-05 06:30:30,838 semantic_segmentation INFO: Iters: 39760/150000 || Lr: 0.015159 || Task Loss: 0.2792 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:20:15 || Estimated Time: 2 days, 2:50:35
2023-08-05 06:30:46,710 semantic_segmentation INFO: Iters: 39770/150000 || Lr: 0.015157 || Task Loss: 0.2583 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:20:31 || Estimated Time: 2 days, 2:50:16
2023-08-05 06:31:02,574 semantic_segmentation INFO: Iters: 39780/150000 || Lr: 0.015156 || Task Loss: 0.1594 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:49:57
2023-08-05 06:31:18,426 semantic_segmentation INFO: Iters: 39790/150000 || Lr: 0.015155 || Task Loss: 0.3890 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:21:02 || Estimated Time: 2 days, 2:49:39
2023-08-05 06:31:34,277 semantic_segmentation INFO: Iters: 39800/150000 || Lr: 0.015154 || Task Loss: 0.4798 || KD Loss: 0.2443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:21:18 || Estimated Time: 2 days, 2:49:20
2023-08-05 06:31:50,116 semantic_segmentation INFO: Iters: 39810/150000 || Lr: 0.015152 || Task Loss: 0.3778 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:21:34 || Estimated Time: 2 days, 2:49:01
2023-08-05 06:32:05,944 semantic_segmentation INFO: Iters: 39820/150000 || Lr: 0.015151 || Task Loss: 0.2245 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:21:50 || Estimated Time: 2 days, 2:48:43
2023-08-05 06:32:21,762 semantic_segmentation INFO: Iters: 39830/150000 || Lr: 0.015150 || Task Loss: 0.1935 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:22:06 || Estimated Time: 2 days, 2:48:24
2023-08-05 06:32:37,566 semantic_segmentation INFO: Iters: 39840/150000 || Lr: 0.015149 || Task Loss: 0.2901 || KD Loss: 0.1246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:22:22 || Estimated Time: 2 days, 2:48:05
2023-08-05 06:32:53,396 semantic_segmentation INFO: Iters: 39850/150000 || Lr: 0.015147 || Task Loss: 0.2269 || KD Loss: 0.1500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:22:37 || Estimated Time: 2 days, 2:47:46
2023-08-05 06:33:09,224 semantic_segmentation INFO: Iters: 39860/150000 || Lr: 0.015146 || Task Loss: 0.2220 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:22:53 || Estimated Time: 2 days, 2:47:27
2023-08-05 06:33:25,036 semantic_segmentation INFO: Iters: 39870/150000 || Lr: 0.015145 || Task Loss: 0.1833 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:23:09 || Estimated Time: 2 days, 2:47:09
2023-08-05 06:33:40,862 semantic_segmentation INFO: Iters: 39880/150000 || Lr: 0.015144 || Task Loss: 0.2193 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:23:25 || Estimated Time: 2 days, 2:46:50
2023-08-05 06:33:56,684 semantic_segmentation INFO: Iters: 39890/150000 || Lr: 0.015142 || Task Loss: 0.3322 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:23:41 || Estimated Time: 2 days, 2:46:31
2023-08-05 06:34:12,525 semantic_segmentation INFO: Iters: 39900/150000 || Lr: 0.015141 || Task Loss: 0.2867 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:23:57 || Estimated Time: 2 days, 2:46:12
2023-08-05 06:34:28,352 semantic_segmentation INFO: Iters: 39910/150000 || Lr: 0.015140 || Task Loss: 0.1894 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:24:12 || Estimated Time: 2 days, 2:45:54
2023-08-05 06:34:44,193 semantic_segmentation INFO: Iters: 39920/150000 || Lr: 0.015139 || Task Loss: 0.2251 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:24:28 || Estimated Time: 2 days, 2:45:35
2023-08-05 06:35:00,010 semantic_segmentation INFO: Iters: 39930/150000 || Lr: 0.015137 || Task Loss: 0.3386 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:45:16
2023-08-05 06:35:15,847 semantic_segmentation INFO: Iters: 39940/150000 || Lr: 0.015136 || Task Loss: 0.3560 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:25:00 || Estimated Time: 2 days, 2:44:58
2023-08-05 06:35:31,682 semantic_segmentation INFO: Iters: 39950/150000 || Lr: 0.015135 || Task Loss: 0.2723 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:25:16 || Estimated Time: 2 days, 2:44:39
2023-08-05 06:35:47,484 semantic_segmentation INFO: Iters: 39960/150000 || Lr: 0.015134 || Task Loss: 0.1969 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:25:32 || Estimated Time: 2 days, 2:44:20
2023-08-05 06:36:03,308 semantic_segmentation INFO: Iters: 39970/150000 || Lr: 0.015133 || Task Loss: 0.2512 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:25:47 || Estimated Time: 2 days, 2:44:01
2023-08-05 06:36:19,115 semantic_segmentation INFO: Iters: 39980/150000 || Lr: 0.015131 || Task Loss: 0.3780 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:26:03 || Estimated Time: 2 days, 2:43:43
2023-08-05 06:36:34,938 semantic_segmentation INFO: Iters: 39990/150000 || Lr: 0.015130 || Task Loss: 0.3105 || KD Loss: 0.1008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:26:19 || Estimated Time: 2 days, 2:43:24
2023-08-05 06:36:50,728 semantic_segmentation INFO: Iters: 40000/150000 || Lr: 0.015129 || Task Loss: 0.2300 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:26:35 || Estimated Time: 2 days, 2:43:05
2023-08-05 06:36:50,808 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 06:36:51,627 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.401
2023-08-05 06:36:51,748 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.485
2023-08-05 06:36:51,870 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.501
2023-08-05 06:36:51,986 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.526
2023-08-05 06:36:52,107 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.516
2023-08-05 06:36:52,224 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.517
2023-08-05 06:36:52,345 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.558
2023-08-05 06:36:52,462 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.591
2023-08-05 06:36:52,584 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.606
2023-08-05 06:36:52,702 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.657
2023-08-05 06:36:52,823 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.662
2023-08-05 06:36:52,939 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.665
2023-08-05 06:36:53,061 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.664
2023-08-05 06:36:53,178 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.654
2023-08-05 06:36:53,300 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.625
2023-08-05 06:36:53,418 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.616
2023-08-05 06:36:53,539 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.618
2023-08-05 06:36:53,655 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.620
2023-08-05 06:36:53,776 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.625
2023-08-05 06:36:53,894 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.631
2023-08-05 06:36:54,015 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.634
2023-08-05 06:36:54,132 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 06:36:54,253 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.660
2023-08-05 06:36:54,370 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.667
2023-08-05 06:36:54,490 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 06:36:54,607 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-05 06:36:54,728 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.662
2023-08-05 06:36:54,845 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.659
2023-08-05 06:36:54,965 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.660
2023-08-05 06:36:55,083 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.656
2023-08-05 06:36:55,206 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.654
2023-08-05 06:36:55,322 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.653
2023-08-05 06:36:55,444 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.649
2023-08-05 06:36:55,561 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 06:36:55,681 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 06:36:55,798 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.649
2023-08-05 06:36:55,919 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 06:36:56,036 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 06:36:56,155 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.643
2023-08-05 06:36:56,271 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 06:36:56,392 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.644
2023-08-05 06:36:56,509 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.643
2023-08-05 06:36:56,630 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.644
2023-08-05 06:36:56,748 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.646
2023-08-05 06:36:56,868 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.644
2023-08-05 06:36:56,987 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.644
2023-08-05 06:36:57,109 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.645
2023-08-05 06:36:57,227 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.644
2023-08-05 06:36:57,348 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.649
2023-08-05 06:36:57,465 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.650
2023-08-05 06:36:57,586 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.651
2023-08-05 06:36:57,704 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.647
2023-08-05 06:36:57,824 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.646
2023-08-05 06:36:57,940 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.642
2023-08-05 06:36:58,063 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.641
2023-08-05 06:36:58,179 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 06:36:58,299 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 06:36:58,422 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.653
2023-08-05 06:36:58,544 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.656
2023-08-05 06:36:58,660 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.654
2023-08-05 06:36:58,780 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 06:36:58,898 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 06:36:59,019 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 06:36:59,135 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 06:36:59,255 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.661
2023-08-05 06:36:59,372 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 06:36:59,492 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.661
2023-08-05 06:36:59,609 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.659
2023-08-05 06:36:59,730 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.658
2023-08-05 06:36:59,847 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.656
2023-08-05 06:36:59,969 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.657
2023-08-05 06:37:00,087 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.654
2023-08-05 06:37:00,208 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.650
2023-08-05 06:37:00,324 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.650
2023-08-05 06:37:00,445 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.651
2023-08-05 06:37:00,563 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.652
2023-08-05 06:37:00,682 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-05 06:37:00,798 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.651
2023-08-05 06:37:00,918 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.650
2023-08-05 06:37:01,035 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-05 06:37:01,155 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 06:37:01,272 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.652
2023-08-05 06:37:01,393 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.651
2023-08-05 06:37:01,510 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.648
2023-08-05 06:37:01,629 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.645
2023-08-05 06:37:01,746 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.644
2023-08-05 06:37:01,867 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.645
2023-08-05 06:37:01,984 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.645
2023-08-05 06:37:02,104 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.644
2023-08-05 06:37:02,221 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.932, mIoU: 0.645
2023-08-05 06:37:02,342 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.645
2023-08-05 06:37:02,458 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.661
2023-08-05 06:37:02,578 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.660
2023-08-05 06:37:02,695 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.661
2023-08-05 06:37:02,815 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.661
2023-08-05 06:37:02,931 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.661
2023-08-05 06:37:03,052 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.660
2023-08-05 06:37:03,169 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.660
2023-08-05 06:37:03,289 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.660
2023-08-05 06:37:03,406 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.660
2023-08-05 06:37:03,527 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.659
2023-08-05 06:37:03,644 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:03,764 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:03,882 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:04,005 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.659
2023-08-05 06:37:04,121 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.659
2023-08-05 06:37:04,243 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.659
2023-08-05 06:37:04,360 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.660
2023-08-05 06:37:04,481 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.660
2023-08-05 06:37:04,597 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:04,717 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:04,832 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:04,954 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:05,071 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:05,191 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.657
2023-08-05 06:37:05,308 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.657
2023-08-05 06:37:05,428 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:05,545 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.657
2023-08-05 06:37:05,665 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.653
2023-08-05 06:37:05,783 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.653
2023-08-05 06:37:05,904 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.652
2023-08-05 06:37:06,022 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.652
2023-08-05 06:37:06,142 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.652
2023-08-05 06:37:06,259 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.654
2023-08-05 06:37:06,379 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.654
2023-08-05 06:37:06,496 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.656
2023-08-05 06:37:06,616 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:06,733 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.658
2023-08-05 06:37:06,853 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.931, mIoU: 0.657
2023-08-05 06:37:06,970 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.657
2023-08-05 06:37:07,090 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.932, mIoU: 0.657
2023-08-05 06:37:07,207 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.932, mIoU: 0.657
2023-08-05 06:37:07,328 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.657
2023-08-05 06:37:07,444 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.657
2023-08-05 06:37:07,566 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.657
2023-08-05 06:37:07,685 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.933, mIoU: 0.657
2023-08-05 06:37:07,806 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.657
2023-08-05 06:37:07,923 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.933, mIoU: 0.656
2023-08-05 06:37:08,045 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.933, mIoU: 0.657
2023-08-05 06:37:08,163 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-05 06:37:08,283 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-05 06:37:08,399 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-05 06:37:08,526 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-05 06:37:08,641 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.933, mIoU: 0.658
2023-08-05 06:37:08,762 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.933, mIoU: 0.659
2023-08-05 06:37:08,886 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.933, mIoU: 0.662
2023-08-05 06:37:09,007 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.933, mIoU: 0.662
2023-08-05 06:37:09,125 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.933, mIoU: 0.661
2023-08-05 06:37:09,245 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.933, mIoU: 0.662
2023-08-05 06:37:09,362 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.933, mIoU: 0.661
2023-08-05 06:37:09,483 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.933, mIoU: 0.662
2023-08-05 06:37:09,600 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.934, mIoU: 0.662
2023-08-05 06:37:09,720 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.934, mIoU: 0.663
2023-08-05 06:37:09,836 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.934, mIoU: 0.663
2023-08-05 06:37:09,957 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.934, mIoU: 0.664
2023-08-05 06:37:10,075 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.934, mIoU: 0.664
2023-08-05 06:37:10,199 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.934, mIoU: 0.664
2023-08-05 06:37:10,319 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.934, mIoU: 0.664
2023-08-05 06:37:10,444 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.934, mIoU: 0.664
2023-08-05 06:37:10,566 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.934, mIoU: 0.664
2023-08-05 06:37:10,690 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.934, mIoU: 0.663
2023-08-05 06:37:10,810 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.934, mIoU: 0.661
2023-08-05 06:37:10,936 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.934, mIoU: 0.660
2023-08-05 06:37:11,053 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.934, mIoU: 0.660
2023-08-05 06:37:11,173 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.934, mIoU: 0.660
2023-08-05 06:37:11,290 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.934, mIoU: 0.660
2023-08-05 06:37:11,411 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.934, mIoU: 0.660
2023-08-05 06:37:11,529 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.934, mIoU: 0.660
2023-08-05 06:37:11,650 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.934, mIoU: 0.660
2023-08-05 06:37:11,767 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.934, mIoU: 0.660
2023-08-05 06:37:11,888 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.935, mIoU: 0.660
2023-08-05 06:37:12,006 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.935, mIoU: 0.660
2023-08-05 06:37:12,127 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.935, mIoU: 0.660
2023-08-05 06:37:12,243 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.935, mIoU: 0.660
2023-08-05 06:37:12,363 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.935, mIoU: 0.660
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2023-08-05 06:37:35,879 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-05 06:37:35,996 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-05 06:37:36,117 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-05 06:37:36,234 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.652
2023-08-05 06:37:36,356 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.939, mIoU: 0.652
2023-08-05 06:37:36,478 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-05 06:37:36,599 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 06:37:36,715 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 06:37:36,836 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 06:37:36,953 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 06:37:37,075 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 06:37:37,192 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 06:37:37,314 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.939, mIoU: 0.652
2023-08-05 06:37:37,431 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.939, mIoU: 0.653
2023-08-05 06:37:37,553 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.939, mIoU: 0.653
2023-08-05 06:37:37,670 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.939, mIoU: 0.653
2023-08-05 06:37:37,791 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.939, mIoU: 0.653
2023-08-05 06:37:37,908 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.939, mIoU: 0.654
2023-08-05 06:37:38,030 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.939, mIoU: 0.654
2023-08-05 06:37:38,147 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:38,268 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:38,384 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:38,506 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:38,623 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:38,744 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:38,861 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:38,982 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.940, mIoU: 0.655
2023-08-05 06:37:39,099 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.940, mIoU: 0.655
2023-08-05 06:37:39,221 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:39,338 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:39,460 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 06:37:39,578 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.654
2023-08-05 06:37:39,704 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 06:37:39,821 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 06:37:39,942 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 06:37:40,060 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 06:37:40,182 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:40,299 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:40,420 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:40,538 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:40,658 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:40,776 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:40,897 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:41,015 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:41,136 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:41,254 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 06:37:41,376 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 06:37:41,493 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 06:37:41,614 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.941, mIoU: 0.655
2023-08-05 06:37:41,732 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:41,853 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:41,970 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 06:37:42,093 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:42,210 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:42,331 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:42,448 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:42,570 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:42,687 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:42,808 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:42,925 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:43,048 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:43,165 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:43,286 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:43,403 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:43,523 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:43,640 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:43,761 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:43,878 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:44,005 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 06:37:44,122 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.656
2023-08-05 06:37:44,243 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.656
2023-08-05 06:37:44,361 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:44,482 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:44,599 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:44,720 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:44,837 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:44,960 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:45,077 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:45,198 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:45,315 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:45,436 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:45,553 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 06:37:45,674 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.656
2023-08-05 06:37:45,791 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.657
2023-08-05 06:37:45,912 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.657
2023-08-05 06:37:46,031 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.657
2023-08-05 06:37:46,151 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.657
2023-08-05 06:37:46,265 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 06:37:46,386 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 06:37:46,503 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 06:37:46,624 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 06:37:46,741 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 06:37:46,862 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 06:37:46,979 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 06:37:47,100 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 06:37:47,217 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 06:37:47,338 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 06:37:47,455 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 06:37:47,577 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 06:37:47,699 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 06:37:47,821 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.658
2023-08-05 06:37:47,938 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.658
2023-08-05 06:37:48,057 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.658
2023-08-05 06:37:48,173 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.658
2023-08-05 06:37:48,295 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:48,413 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:48,535 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:48,651 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:48,772 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:48,890 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:49,011 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:49,128 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:49,249 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:49,365 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.659
2023-08-05 06:37:49,487 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 06:37:49,605 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 06:37:49,725 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 06:37:49,842 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 06:37:49,963 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 06:37:50,081 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 06:37:50,202 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 06:37:50,318 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 06:37:50,439 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 06:37:50,557 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.661
2023-08-05 06:37:50,677 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.661
2023-08-05 06:37:50,793 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.661
2023-08-05 06:37:50,914 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.661
2023-08-05 06:37:51,031 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.661
2023-08-05 06:38:06,927 semantic_segmentation INFO: Iters: 40010/150000 || Lr: 0.015128 || Task Loss: 0.2435 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:27:51 || Estimated Time: 2 days, 2:45:32
2023-08-05 06:38:22,755 semantic_segmentation INFO: Iters: 40020/150000 || Lr: 0.015126 || Task Loss: 0.2348 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:28:07 || Estimated Time: 2 days, 2:45:13
2023-08-05 06:38:38,639 semantic_segmentation INFO: Iters: 40030/150000 || Lr: 0.015125 || Task Loss: 0.1822 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:28:23 || Estimated Time: 2 days, 2:44:55
2023-08-05 06:38:54,524 semantic_segmentation INFO: Iters: 40040/150000 || Lr: 0.015124 || Task Loss: 0.2838 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:28:39 || Estimated Time: 2 days, 2:44:36
2023-08-05 06:39:10,405 semantic_segmentation INFO: Iters: 40050/150000 || Lr: 0.015123 || Task Loss: 0.2041 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:28:54 || Estimated Time: 2 days, 2:44:18
2023-08-05 06:39:26,274 semantic_segmentation INFO: Iters: 40060/150000 || Lr: 0.015121 || Task Loss: 0.1723 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:10 || Estimated Time: 2 days, 2:43:59
2023-08-05 06:39:42,161 semantic_segmentation INFO: Iters: 40070/150000 || Lr: 0.015120 || Task Loss: 0.4161 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:26 || Estimated Time: 2 days, 2:43:40
2023-08-05 06:39:58,040 semantic_segmentation INFO: Iters: 40080/150000 || Lr: 0.015119 || Task Loss: 0.2048 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:42 || Estimated Time: 2 days, 2:43:22
2023-08-05 06:40:13,890 semantic_segmentation INFO: Iters: 40090/150000 || Lr: 0.015118 || Task Loss: 0.2150 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:58 || Estimated Time: 2 days, 2:43:03
2023-08-05 06:40:29,773 semantic_segmentation INFO: Iters: 40100/150000 || Lr: 0.015116 || Task Loss: 0.3540 || KD Loss: 0.1644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:30:14 || Estimated Time: 2 days, 2:42:44
2023-08-05 06:40:45,644 semantic_segmentation INFO: Iters: 40110/150000 || Lr: 0.015115 || Task Loss: 0.1918 || KD Loss: 0.2028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:30:30 || Estimated Time: 2 days, 2:42:26
2023-08-05 06:41:01,509 semantic_segmentation INFO: Iters: 40120/150000 || Lr: 0.015114 || Task Loss: 0.3033 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:30:46 || Estimated Time: 2 days, 2:42:07
2023-08-05 06:41:17,343 semantic_segmentation INFO: Iters: 40130/150000 || Lr: 0.015113 || Task Loss: 0.1746 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:01 || Estimated Time: 2 days, 2:41:48
2023-08-05 06:41:33,190 semantic_segmentation INFO: Iters: 40140/150000 || Lr: 0.015111 || Task Loss: 0.2802 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:17 || Estimated Time: 2 days, 2:41:30
2023-08-05 06:41:49,027 semantic_segmentation INFO: Iters: 40150/150000 || Lr: 0.015110 || Task Loss: 0.3053 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:33 || Estimated Time: 2 days, 2:41:11
2023-08-05 06:42:04,876 semantic_segmentation INFO: Iters: 40160/150000 || Lr: 0.015109 || Task Loss: 0.2276 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:49 || Estimated Time: 2 days, 2:40:52
2023-08-05 06:42:20,716 semantic_segmentation INFO: Iters: 40170/150000 || Lr: 0.015108 || Task Loss: 0.2368 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:32:05 || Estimated Time: 2 days, 2:40:34
2023-08-05 06:42:36,542 semantic_segmentation INFO: Iters: 40180/150000 || Lr: 0.015107 || Task Loss: 0.3957 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:32:21 || Estimated Time: 2 days, 2:40:15
2023-08-05 06:42:52,366 semantic_segmentation INFO: Iters: 40190/150000 || Lr: 0.015105 || Task Loss: 0.2485 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:32:36 || Estimated Time: 2 days, 2:39:56
2023-08-05 06:43:08,194 semantic_segmentation INFO: Iters: 40200/150000 || Lr: 0.015104 || Task Loss: 0.4296 || KD Loss: 0.2157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:32:52 || Estimated Time: 2 days, 2:39:37
2023-08-05 06:43:24,030 semantic_segmentation INFO: Iters: 40210/150000 || Lr: 0.015103 || Task Loss: 0.3726 || KD Loss: 0.1132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:33:08 || Estimated Time: 2 days, 2:39:19
2023-08-05 06:43:39,879 semantic_segmentation INFO: Iters: 40220/150000 || Lr: 0.015102 || Task Loss: 0.3081 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:33:24 || Estimated Time: 2 days, 2:39:00
2023-08-05 06:43:55,690 semantic_segmentation INFO: Iters: 40230/150000 || Lr: 0.015100 || Task Loss: 0.4472 || KD Loss: 0.1882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:33:40 || Estimated Time: 2 days, 2:38:41
2023-08-05 06:44:11,509 semantic_segmentation INFO: Iters: 40240/150000 || Lr: 0.015099 || Task Loss: 0.3589 || KD Loss: 0.1713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:33:56 || Estimated Time: 2 days, 2:38:22
2023-08-05 06:44:27,316 semantic_segmentation INFO: Iters: 40250/150000 || Lr: 0.015098 || Task Loss: 0.5753 || KD Loss: 0.2113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:34:11 || Estimated Time: 2 days, 2:38:04
2023-08-05 06:44:43,144 semantic_segmentation INFO: Iters: 40260/150000 || Lr: 0.015097 || Task Loss: 0.2717 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:34:27 || Estimated Time: 2 days, 2:37:45
2023-08-05 06:44:58,965 semantic_segmentation INFO: Iters: 40270/150000 || Lr: 0.015095 || Task Loss: 0.3405 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:34:43 || Estimated Time: 2 days, 2:37:26
2023-08-05 06:45:14,766 semantic_segmentation INFO: Iters: 40280/150000 || Lr: 0.015094 || Task Loss: 0.2958 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:37:07
2023-08-05 06:45:30,561 semantic_segmentation INFO: Iters: 40290/150000 || Lr: 0.015093 || Task Loss: 0.3152 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:35:15 || Estimated Time: 2 days, 2:36:48
2023-08-05 06:45:46,358 semantic_segmentation INFO: Iters: 40300/150000 || Lr: 0.015092 || Task Loss: 0.2169 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:35:30 || Estimated Time: 2 days, 2:36:30
2023-08-05 06:46:02,156 semantic_segmentation INFO: Iters: 40310/150000 || Lr: 0.015090 || Task Loss: 0.2351 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:35:46 || Estimated Time: 2 days, 2:36:11
2023-08-05 06:46:17,959 semantic_segmentation INFO: Iters: 40320/150000 || Lr: 0.015089 || Task Loss: 0.1804 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:36:02 || Estimated Time: 2 days, 2:35:52
2023-08-05 06:46:33,774 semantic_segmentation INFO: Iters: 40330/150000 || Lr: 0.015088 || Task Loss: 0.2654 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:36:18 || Estimated Time: 2 days, 2:35:33
2023-08-05 06:46:49,617 semantic_segmentation INFO: Iters: 40340/150000 || Lr: 0.015087 || Task Loss: 0.4373 || KD Loss: 0.1659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:36:34 || Estimated Time: 2 days, 2:35:15
2023-08-05 06:47:05,449 semantic_segmentation INFO: Iters: 40350/150000 || Lr: 0.015085 || Task Loss: 0.3666 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:36:49 || Estimated Time: 2 days, 2:34:56
2023-08-05 06:47:21,275 semantic_segmentation INFO: Iters: 40360/150000 || Lr: 0.015084 || Task Loss: 0.2080 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:37:05 || Estimated Time: 2 days, 2:34:37
2023-08-05 06:47:37,081 semantic_segmentation INFO: Iters: 40370/150000 || Lr: 0.015083 || Task Loss: 0.3018 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:37:21 || Estimated Time: 2 days, 2:34:18
2023-08-05 06:47:52,888 semantic_segmentation INFO: Iters: 40380/150000 || Lr: 0.015082 || Task Loss: 0.4874 || KD Loss: 0.1869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:37:37 || Estimated Time: 2 days, 2:34:00
2023-08-05 06:48:08,722 semantic_segmentation INFO: Iters: 40390/150000 || Lr: 0.015081 || Task Loss: 0.2732 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:37:53 || Estimated Time: 2 days, 2:33:41
2023-08-05 06:48:24,563 semantic_segmentation INFO: Iters: 40400/150000 || Lr: 0.015079 || Task Loss: 0.3268 || KD Loss: 0.1170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:09 || Estimated Time: 2 days, 2:33:22
2023-08-05 06:48:40,408 semantic_segmentation INFO: Iters: 40410/150000 || Lr: 0.015078 || Task Loss: 0.3414 || KD Loss: 0.1004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:24 || Estimated Time: 2 days, 2:33:03
2023-08-05 06:48:56,227 semantic_segmentation INFO: Iters: 40420/150000 || Lr: 0.015077 || Task Loss: 0.4221 || KD Loss: 0.1568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:32:45
2023-08-05 06:49:12,063 semantic_segmentation INFO: Iters: 40430/150000 || Lr: 0.015076 || Task Loss: 0.3215 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:56 || Estimated Time: 2 days, 2:32:26
2023-08-05 06:49:27,878 semantic_segmentation INFO: Iters: 40440/150000 || Lr: 0.015074 || Task Loss: 0.2702 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:39:12 || Estimated Time: 2 days, 2:32:07
2023-08-05 06:49:43,708 semantic_segmentation INFO: Iters: 40450/150000 || Lr: 0.015073 || Task Loss: 0.3965 || KD Loss: 0.1684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:39:28 || Estimated Time: 2 days, 2:31:49
2023-08-05 06:49:59,535 semantic_segmentation INFO: Iters: 40460/150000 || Lr: 0.015072 || Task Loss: 0.2907 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:39:44 || Estimated Time: 2 days, 2:31:30
2023-08-05 06:50:15,357 semantic_segmentation INFO: Iters: 40470/150000 || Lr: 0.015071 || Task Loss: 0.2106 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:39:59 || Estimated Time: 2 days, 2:31:11
2023-08-05 06:50:31,200 semantic_segmentation INFO: Iters: 40480/150000 || Lr: 0.015069 || Task Loss: 0.2973 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:40:15 || Estimated Time: 2 days, 2:30:52
2023-08-05 06:50:47,040 semantic_segmentation INFO: Iters: 40490/150000 || Lr: 0.015068 || Task Loss: 0.3603 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:40:31 || Estimated Time: 2 days, 2:30:34
2023-08-05 06:51:02,904 semantic_segmentation INFO: Iters: 40500/150000 || Lr: 0.015067 || Task Loss: 0.2748 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:40:47 || Estimated Time: 2 days, 2:30:15
2023-08-05 06:51:18,765 semantic_segmentation INFO: Iters: 40510/150000 || Lr: 0.015066 || Task Loss: 0.6212 || KD Loss: 0.3531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:41:03 || Estimated Time: 2 days, 2:29:57
2023-08-05 06:51:34,632 semantic_segmentation INFO: Iters: 40520/150000 || Lr: 0.015064 || Task Loss: 0.4896 || KD Loss: 0.1791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:41:19 || Estimated Time: 2 days, 2:29:38
2023-08-05 06:51:50,503 semantic_segmentation INFO: Iters: 40530/150000 || Lr: 0.015063 || Task Loss: 0.3593 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:41:35 || Estimated Time: 2 days, 2:29:19
2023-08-05 06:52:06,376 semantic_segmentation INFO: Iters: 40540/150000 || Lr: 0.015062 || Task Loss: 0.4651 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:41:50 || Estimated Time: 2 days, 2:29:01
2023-08-05 06:52:22,238 semantic_segmentation INFO: Iters: 40550/150000 || Lr: 0.015061 || Task Loss: 0.2919 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:42:06 || Estimated Time: 2 days, 2:28:42
2023-08-05 06:52:38,109 semantic_segmentation INFO: Iters: 40560/150000 || Lr: 0.015059 || Task Loss: 0.2064 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:42:22 || Estimated Time: 2 days, 2:28:24
2023-08-05 06:52:53,956 semantic_segmentation INFO: Iters: 40570/150000 || Lr: 0.015058 || Task Loss: 0.5481 || KD Loss: 0.1521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:28:05
2023-08-05 06:53:09,806 semantic_segmentation INFO: Iters: 40580/150000 || Lr: 0.015057 || Task Loss: 0.3206 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:42:54 || Estimated Time: 2 days, 2:27:46
2023-08-05 06:53:25,665 semantic_segmentation INFO: Iters: 40590/150000 || Lr: 0.015056 || Task Loss: 0.2574 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:43:10 || Estimated Time: 2 days, 2:27:28
2023-08-05 06:53:41,488 semantic_segmentation INFO: Iters: 40600/150000 || Lr: 0.015055 || Task Loss: 0.5822 || KD Loss: 0.2778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:43:26 || Estimated Time: 2 days, 2:27:09
2023-08-05 06:53:57,318 semantic_segmentation INFO: Iters: 40610/150000 || Lr: 0.015053 || Task Loss: 0.3969 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:43:41 || Estimated Time: 2 days, 2:26:50
2023-08-05 06:54:13,150 semantic_segmentation INFO: Iters: 40620/150000 || Lr: 0.015052 || Task Loss: 0.2867 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:43:57 || Estimated Time: 2 days, 2:26:32
2023-08-05 06:54:28,983 semantic_segmentation INFO: Iters: 40630/150000 || Lr: 0.015051 || Task Loss: 0.3194 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:44:13 || Estimated Time: 2 days, 2:26:13
2023-08-05 06:54:44,797 semantic_segmentation INFO: Iters: 40640/150000 || Lr: 0.015050 || Task Loss: 0.1683 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:44:29 || Estimated Time: 2 days, 2:25:54
2023-08-05 06:55:00,617 semantic_segmentation INFO: Iters: 40650/150000 || Lr: 0.015048 || Task Loss: 0.2668 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:44:45 || Estimated Time: 2 days, 2:25:36
2023-08-05 06:55:16,458 semantic_segmentation INFO: Iters: 40660/150000 || Lr: 0.015047 || Task Loss: 0.2830 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:45:00 || Estimated Time: 2 days, 2:25:17
2023-08-05 06:55:32,262 semantic_segmentation INFO: Iters: 40670/150000 || Lr: 0.015046 || Task Loss: 0.7063 || KD Loss: 0.3566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:45:16 || Estimated Time: 2 days, 2:24:58
2023-08-05 06:55:48,117 semantic_segmentation INFO: Iters: 40680/150000 || Lr: 0.015045 || Task Loss: 0.2865 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:45:32 || Estimated Time: 2 days, 2:24:40
2023-08-05 06:56:03,939 semantic_segmentation INFO: Iters: 40690/150000 || Lr: 0.015043 || Task Loss: 0.4295 || KD Loss: 0.2570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:24:21
2023-08-05 06:56:19,762 semantic_segmentation INFO: Iters: 40700/150000 || Lr: 0.015042 || Task Loss: 0.4720 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:46:04 || Estimated Time: 2 days, 2:24:02
2023-08-05 06:56:35,572 semantic_segmentation INFO: Iters: 40710/150000 || Lr: 0.015041 || Task Loss: 0.3276 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:46:20 || Estimated Time: 2 days, 2:23:44
2023-08-05 06:56:51,379 semantic_segmentation INFO: Iters: 40720/150000 || Lr: 0.015040 || Task Loss: 0.7840 || KD Loss: 0.4486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:46:35 || Estimated Time: 2 days, 2:23:25
2023-08-05 06:57:07,197 semantic_segmentation INFO: Iters: 40730/150000 || Lr: 0.015038 || Task Loss: 0.2681 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:46:51 || Estimated Time: 2 days, 2:23:06
2023-08-05 06:57:23,012 semantic_segmentation INFO: Iters: 40740/150000 || Lr: 0.015037 || Task Loss: 0.4183 || KD Loss: 0.2010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:07 || Estimated Time: 2 days, 2:22:47
2023-08-05 06:57:38,814 semantic_segmentation INFO: Iters: 40750/150000 || Lr: 0.015036 || Task Loss: 0.1887 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:23 || Estimated Time: 2 days, 2:22:29
2023-08-05 06:57:54,640 semantic_segmentation INFO: Iters: 40760/150000 || Lr: 0.015035 || Task Loss: 0.2437 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:39 || Estimated Time: 2 days, 2:22:10
2023-08-05 06:58:10,436 semantic_segmentation INFO: Iters: 40770/150000 || Lr: 0.015033 || Task Loss: 0.2445 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:54 || Estimated Time: 2 days, 2:21:51
2023-08-05 06:58:26,232 semantic_segmentation INFO: Iters: 40780/150000 || Lr: 0.015032 || Task Loss: 0.3768 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:48:10 || Estimated Time: 2 days, 2:21:32
2023-08-05 06:58:42,035 semantic_segmentation INFO: Iters: 40790/150000 || Lr: 0.015031 || Task Loss: 0.2380 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:48:26 || Estimated Time: 2 days, 2:21:14
2023-08-05 06:58:57,851 semantic_segmentation INFO: Iters: 40800/150000 || Lr: 0.015030 || Task Loss: 0.2543 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:48:42 || Estimated Time: 2 days, 2:20:55
2023-08-05 06:58:57,929 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 06:58:58,696 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.965, mIoU: 0.401
2023-08-05 06:58:58,823 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.479
2023-08-05 06:58:58,945 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.494
2023-08-05 06:58:59,061 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.526
2023-08-05 06:58:59,183 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.516
2023-08-05 06:58:59,299 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.516
2023-08-05 06:58:59,422 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.517
2023-08-05 06:58:59,538 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.558
2023-08-05 06:58:59,660 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.593
2023-08-05 06:58:59,777 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.642
2023-08-05 06:58:59,898 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.646
2023-08-05 06:59:00,014 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.640
2023-08-05 06:59:00,136 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.643
2023-08-05 06:59:00,253 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.641
2023-08-05 06:59:00,374 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.645
2023-08-05 06:59:00,491 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.637
2023-08-05 06:59:00,612 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.643
2023-08-05 06:59:00,728 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.647
2023-08-05 06:59:00,848 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.652
2023-08-05 06:59:00,966 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.659
2023-08-05 06:59:01,086 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.663
2023-08-05 06:59:01,204 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 06:59:01,324 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.667
2023-08-05 06:59:01,442 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-05 06:59:01,562 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.685
2023-08-05 06:59:01,678 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.685
2023-08-05 06:59:01,799 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 06:59:01,917 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 06:59:02,037 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.675
2023-08-05 06:59:02,153 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.686
2023-08-05 06:59:02,273 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.684
2023-08-05 06:59:02,390 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.682
2023-08-05 06:59:02,511 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.684
2023-08-05 06:59:02,627 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.682
2023-08-05 06:59:02,748 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.680
2023-08-05 06:59:02,864 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.679
2023-08-05 06:59:02,984 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.677
2023-08-05 06:59:03,101 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 06:59:03,221 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.680
2023-08-05 06:59:03,338 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.682
2023-08-05 06:59:03,459 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.680
2023-08-05 06:59:03,576 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.680
2023-08-05 06:59:03,696 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.681
2023-08-05 06:59:03,814 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.682
2023-08-05 06:59:03,936 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.681
2023-08-05 06:59:04,054 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 06:59:04,176 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 06:59:04,295 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 06:59:04,416 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 06:59:04,534 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.685
2023-08-05 06:59:04,655 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.685
2023-08-05 06:59:04,773 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.689
2023-08-05 06:59:04,894 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.689
2023-08-05 06:59:05,011 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 06:59:05,131 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.690
2023-08-05 06:59:05,247 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.696
2023-08-05 06:59:05,368 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.696
2023-08-05 06:59:05,485 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.701
2023-08-05 06:59:05,605 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.703
2023-08-05 06:59:05,721 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 06:59:05,843 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-05 06:59:05,961 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-05 06:59:06,081 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.703
2023-08-05 06:59:06,197 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-05 06:59:06,319 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.707
2023-08-05 06:59:06,437 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.707
2023-08-05 06:59:06,557 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.707
2023-08-05 06:59:06,674 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.708
2023-08-05 06:59:06,794 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.707
2023-08-05 06:59:06,912 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.707
2023-08-05 06:59:07,032 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.707
2023-08-05 06:59:07,148 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.703
2023-08-05 06:59:07,270 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.699
2023-08-05 06:59:07,387 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.698
2023-08-05 06:59:07,508 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-05 06:59:07,625 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.700
2023-08-05 06:59:07,744 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.700
2023-08-05 06:59:07,860 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.700
2023-08-05 06:59:07,980 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-05 06:59:08,097 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.700
2023-08-05 06:59:08,218 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.702
2023-08-05 06:59:08,335 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.702
2023-08-05 06:59:08,456 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.702
2023-08-05 06:59:08,572 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.700
2023-08-05 06:59:08,692 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 06:59:08,809 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 06:59:08,931 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 06:59:09,047 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 06:59:09,168 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 06:59:09,285 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 06:59:09,407 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.696
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2023-08-05 06:59:10,591 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.705
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2023-08-05 06:59:56,177 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.698
2023-08-05 06:59:56,298 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.698
2023-08-05 06:59:56,415 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-05 06:59:56,536 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-05 06:59:56,653 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-05 06:59:56,774 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-05 06:59:56,891 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-05 06:59:57,013 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-05 06:59:57,129 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-05 06:59:57,251 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-05 06:59:57,367 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-05 06:59:57,488 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-05 06:59:57,605 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-05 06:59:57,727 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-05 06:59:57,844 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-05 06:59:57,965 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-05 06:59:58,080 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-05 07:00:13,996 semantic_segmentation INFO: Iters: 40810/150000 || Lr: 0.015029 || Task Loss: 0.3039 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:49:58 || Estimated Time: 2 days, 2:23:18
2023-08-05 07:00:29,832 semantic_segmentation INFO: Iters: 40820/150000 || Lr: 0.015027 || Task Loss: 0.1788 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:50:14 || Estimated Time: 2 days, 2:22:59
2023-08-05 07:00:45,696 semantic_segmentation INFO: Iters: 40830/150000 || Lr: 0.015026 || Task Loss: 0.2402 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:50:30 || Estimated Time: 2 days, 2:22:40
2023-08-05 07:01:01,582 semantic_segmentation INFO: Iters: 40840/150000 || Lr: 0.015025 || Task Loss: 0.3022 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:50:46 || Estimated Time: 2 days, 2:22:22
2023-08-05 07:01:17,468 semantic_segmentation INFO: Iters: 40850/150000 || Lr: 0.015024 || Task Loss: 0.2707 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:51:02 || Estimated Time: 2 days, 2:22:03
2023-08-05 07:01:33,331 semantic_segmentation INFO: Iters: 40860/150000 || Lr: 0.015022 || Task Loss: 0.3167 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:51:17 || Estimated Time: 2 days, 2:21:45
2023-08-05 07:01:49,229 semantic_segmentation INFO: Iters: 40870/150000 || Lr: 0.015021 || Task Loss: 0.1981 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:51:33 || Estimated Time: 2 days, 2:21:26
2023-08-05 07:02:05,145 semantic_segmentation INFO: Iters: 40880/150000 || Lr: 0.015020 || Task Loss: 0.3125 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:21:08
2023-08-05 07:02:21,068 semantic_segmentation INFO: Iters: 40890/150000 || Lr: 0.015019 || Task Loss: 0.3160 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:05 || Estimated Time: 2 days, 2:20:49
2023-08-05 07:02:36,966 semantic_segmentation INFO: Iters: 40900/150000 || Lr: 0.015017 || Task Loss: 0.2464 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:21 || Estimated Time: 2 days, 2:20:31
2023-08-05 07:02:52,842 semantic_segmentation INFO: Iters: 40910/150000 || Lr: 0.015016 || Task Loss: 0.3972 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:37 || Estimated Time: 2 days, 2:20:12
2023-08-05 07:03:08,740 semantic_segmentation INFO: Iters: 40920/150000 || Lr: 0.015015 || Task Loss: 0.1683 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:53 || Estimated Time: 2 days, 2:19:54
2023-08-05 07:03:24,614 semantic_segmentation INFO: Iters: 40930/150000 || Lr: 0.015014 || Task Loss: 0.4151 || KD Loss: 0.1778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:53:09 || Estimated Time: 2 days, 2:19:35
2023-08-05 07:03:40,502 semantic_segmentation INFO: Iters: 40940/150000 || Lr: 0.015012 || Task Loss: 0.2878 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:53:25 || Estimated Time: 2 days, 2:19:17
2023-08-05 07:03:56,377 semantic_segmentation INFO: Iters: 40950/150000 || Lr: 0.015011 || Task Loss: 0.3311 || KD Loss: 0.1200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:53:40 || Estimated Time: 2 days, 2:18:58
2023-08-05 07:04:12,248 semantic_segmentation INFO: Iters: 40960/150000 || Lr: 0.015010 || Task Loss: 0.3660 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:53:56 || Estimated Time: 2 days, 2:18:39
2023-08-05 07:04:28,120 semantic_segmentation INFO: Iters: 40970/150000 || Lr: 0.015009 || Task Loss: 0.2733 || KD Loss: 0.1237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:54:12 || Estimated Time: 2 days, 2:18:21
2023-08-05 07:04:43,992 semantic_segmentation INFO: Iters: 40980/150000 || Lr: 0.015007 || Task Loss: 0.2478 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:54:28 || Estimated Time: 2 days, 2:18:02
2023-08-05 07:04:59,856 semantic_segmentation INFO: Iters: 40990/150000 || Lr: 0.015006 || Task Loss: 0.3467 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:54:44 || Estimated Time: 2 days, 2:17:44
2023-08-05 07:05:15,707 semantic_segmentation INFO: Iters: 41000/150000 || Lr: 0.015005 || Task Loss: 0.2837 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:00 || Estimated Time: 2 days, 2:17:25
2023-08-05 07:05:31,576 semantic_segmentation INFO: Iters: 41010/150000 || Lr: 0.015004 || Task Loss: 0.3531 || KD Loss: 0.1417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:16 || Estimated Time: 2 days, 2:17:06
2023-08-05 07:05:47,447 semantic_segmentation INFO: Iters: 41020/150000 || Lr: 0.015002 || Task Loss: 0.2086 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:31 || Estimated Time: 2 days, 2:16:48
2023-08-05 07:06:03,300 semantic_segmentation INFO: Iters: 41030/150000 || Lr: 0.015001 || Task Loss: 0.2763 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:16:29
2023-08-05 07:06:19,165 semantic_segmentation INFO: Iters: 41040/150000 || Lr: 0.015000 || Task Loss: 0.5280 || KD Loss: 0.2645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:56:03 || Estimated Time: 2 days, 2:16:11
2023-08-05 07:06:35,011 semantic_segmentation INFO: Iters: 41050/150000 || Lr: 0.014999 || Task Loss: 0.3993 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:56:19 || Estimated Time: 2 days, 2:15:52
2023-08-05 07:06:50,860 semantic_segmentation INFO: Iters: 41060/150000 || Lr: 0.014998 || Task Loss: 0.3169 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:56:35 || Estimated Time: 2 days, 2:15:33
2023-08-05 07:07:06,691 semantic_segmentation INFO: Iters: 41070/150000 || Lr: 0.014996 || Task Loss: 0.3233 || KD Loss: 0.1558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:56:51 || Estimated Time: 2 days, 2:15:15
2023-08-05 07:07:22,528 semantic_segmentation INFO: Iters: 41080/150000 || Lr: 0.014995 || Task Loss: 0.2588 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:57:07 || Estimated Time: 2 days, 2:14:56
2023-08-05 07:07:38,392 semantic_segmentation INFO: Iters: 41090/150000 || Lr: 0.014994 || Task Loss: 0.2288 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:57:22 || Estimated Time: 2 days, 2:14:38
2023-08-05 07:07:54,257 semantic_segmentation INFO: Iters: 41100/150000 || Lr: 0.014993 || Task Loss: 0.2847 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:57:38 || Estimated Time: 2 days, 2:14:19
2023-08-05 07:08:10,089 semantic_segmentation INFO: Iters: 41110/150000 || Lr: 0.014991 || Task Loss: 0.3904 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:57:54 || Estimated Time: 2 days, 2:14:00
2023-08-05 07:08:25,915 semantic_segmentation INFO: Iters: 41120/150000 || Lr: 0.014990 || Task Loss: 0.4905 || KD Loss: 0.2643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:58:10 || Estimated Time: 2 days, 2:13:42
2023-08-05 07:08:41,743 semantic_segmentation INFO: Iters: 41130/150000 || Lr: 0.014989 || Task Loss: 0.2905 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:58:26 || Estimated Time: 2 days, 2:13:23
2023-08-05 07:08:57,588 semantic_segmentation INFO: Iters: 41140/150000 || Lr: 0.014988 || Task Loss: 0.2392 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:58:42 || Estimated Time: 2 days, 2:13:04
2023-08-05 07:09:13,452 semantic_segmentation INFO: Iters: 41150/150000 || Lr: 0.014986 || Task Loss: 0.4653 || KD Loss: 0.2316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:58:57 || Estimated Time: 2 days, 2:12:46
2023-08-05 07:09:29,273 semantic_segmentation INFO: Iters: 41160/150000 || Lr: 0.014985 || Task Loss: 0.4403 || KD Loss: 0.2362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:59:13 || Estimated Time: 2 days, 2:12:27
2023-08-05 07:09:45,108 semantic_segmentation INFO: Iters: 41170/150000 || Lr: 0.014984 || Task Loss: 0.1715 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:59:29 || Estimated Time: 2 days, 2:12:08
2023-08-05 07:10:00,955 semantic_segmentation INFO: Iters: 41180/150000 || Lr: 0.014983 || Task Loss: 0.3225 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:59:45 || Estimated Time: 2 days, 2:11:50
2023-08-05 07:10:16,784 semantic_segmentation INFO: Iters: 41190/150000 || Lr: 0.014981 || Task Loss: 0.2114 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:00:01 || Estimated Time: 2 days, 2:11:31
2023-08-05 07:10:32,616 semantic_segmentation INFO: Iters: 41200/150000 || Lr: 0.014980 || Task Loss: 0.3367 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:00:17 || Estimated Time: 2 days, 2:11:13
2023-08-05 07:10:48,451 semantic_segmentation INFO: Iters: 41210/150000 || Lr: 0.014979 || Task Loss: 0.2076 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:00:32 || Estimated Time: 2 days, 2:10:54
2023-08-05 07:11:04,284 semantic_segmentation INFO: Iters: 41220/150000 || Lr: 0.014978 || Task Loss: 0.1995 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:00:48 || Estimated Time: 2 days, 2:10:35
2023-08-05 07:11:20,101 semantic_segmentation INFO: Iters: 41230/150000 || Lr: 0.014976 || Task Loss: 0.1629 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:01:04 || Estimated Time: 2 days, 2:10:17
2023-08-05 07:11:35,913 semantic_segmentation INFO: Iters: 41240/150000 || Lr: 0.014975 || Task Loss: 0.1947 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:01:20 || Estimated Time: 2 days, 2:09:58
2023-08-05 07:11:51,745 semantic_segmentation INFO: Iters: 41250/150000 || Lr: 0.014974 || Task Loss: 0.2892 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:01:36 || Estimated Time: 2 days, 2:09:39
2023-08-05 07:12:07,568 semantic_segmentation INFO: Iters: 41260/150000 || Lr: 0.014973 || Task Loss: 0.2007 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:01:52 || Estimated Time: 2 days, 2:09:21
2023-08-05 07:12:23,412 semantic_segmentation INFO: Iters: 41270/150000 || Lr: 0.014972 || Task Loss: 0.1670 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:02:07 || Estimated Time: 2 days, 2:09:02
2023-08-05 07:12:39,236 semantic_segmentation INFO: Iters: 41280/150000 || Lr: 0.014970 || Task Loss: 0.2275 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:02:23 || Estimated Time: 2 days, 2:08:43
2023-08-05 07:12:55,069 semantic_segmentation INFO: Iters: 41290/150000 || Lr: 0.014969 || Task Loss: 0.2867 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:02:39 || Estimated Time: 2 days, 2:08:25
2023-08-05 07:13:10,918 semantic_segmentation INFO: Iters: 41300/150000 || Lr: 0.014968 || Task Loss: 0.5341 || KD Loss: 0.2453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:02:55 || Estimated Time: 2 days, 2:08:06
2023-08-05 07:13:26,744 semantic_segmentation INFO: Iters: 41310/150000 || Lr: 0.014967 || Task Loss: 0.5242 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:11 || Estimated Time: 2 days, 2:07:47
2023-08-05 07:13:42,600 semantic_segmentation INFO: Iters: 41320/150000 || Lr: 0.014965 || Task Loss: 0.2628 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:27 || Estimated Time: 2 days, 2:07:29
2023-08-05 07:13:58,420 semantic_segmentation INFO: Iters: 41330/150000 || Lr: 0.014964 || Task Loss: 0.2515 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:42 || Estimated Time: 2 days, 2:07:10
2023-08-05 07:14:14,262 semantic_segmentation INFO: Iters: 41340/150000 || Lr: 0.014963 || Task Loss: 0.1971 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:58 || Estimated Time: 2 days, 2:06:52
2023-08-05 07:14:30,081 semantic_segmentation INFO: Iters: 41350/150000 || Lr: 0.014962 || Task Loss: 0.2816 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:04:14 || Estimated Time: 2 days, 2:06:33
2023-08-05 07:14:45,911 semantic_segmentation INFO: Iters: 41360/150000 || Lr: 0.014960 || Task Loss: 0.2118 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:04:30 || Estimated Time: 2 days, 2:06:14
2023-08-05 07:15:01,746 semantic_segmentation INFO: Iters: 41370/150000 || Lr: 0.014959 || Task Loss: 0.3336 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:04:46 || Estimated Time: 2 days, 2:05:56
2023-08-05 07:15:17,590 semantic_segmentation INFO: Iters: 41380/150000 || Lr: 0.014958 || Task Loss: 0.2230 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:05:02 || Estimated Time: 2 days, 2:05:37
2023-08-05 07:15:33,422 semantic_segmentation INFO: Iters: 41390/150000 || Lr: 0.014957 || Task Loss: 0.3700 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:05:17 || Estimated Time: 2 days, 2:05:18
2023-08-05 07:15:49,279 semantic_segmentation INFO: Iters: 41400/150000 || Lr: 0.014955 || Task Loss: 0.2126 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:05:33 || Estimated Time: 2 days, 2:05:00
2023-08-05 07:16:05,153 semantic_segmentation INFO: Iters: 41410/150000 || Lr: 0.014954 || Task Loss: 0.3494 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:05:49 || Estimated Time: 2 days, 2:04:41
2023-08-05 07:16:21,013 semantic_segmentation INFO: Iters: 41420/150000 || Lr: 0.014953 || Task Loss: 0.2995 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:06:05 || Estimated Time: 2 days, 2:04:23
2023-08-05 07:16:36,904 semantic_segmentation INFO: Iters: 41430/150000 || Lr: 0.014952 || Task Loss: 0.4399 || KD Loss: 0.2072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:06:21 || Estimated Time: 2 days, 2:04:04
2023-08-05 07:16:52,771 semantic_segmentation INFO: Iters: 41440/150000 || Lr: 0.014950 || Task Loss: 0.2720 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:06:37 || Estimated Time: 2 days, 2:03:46
2023-08-05 07:17:08,621 semantic_segmentation INFO: Iters: 41450/150000 || Lr: 0.014949 || Task Loss: 0.2664 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:06:53 || Estimated Time: 2 days, 2:03:27
2023-08-05 07:17:24,483 semantic_segmentation INFO: Iters: 41460/150000 || Lr: 0.014948 || Task Loss: 0.3141 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:07:09 || Estimated Time: 2 days, 2:03:09
2023-08-05 07:17:40,355 semantic_segmentation INFO: Iters: 41470/150000 || Lr: 0.014947 || Task Loss: 0.1781 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:07:24 || Estimated Time: 2 days, 2:02:50
2023-08-05 07:17:56,227 semantic_segmentation INFO: Iters: 41480/150000 || Lr: 0.014945 || Task Loss: 0.1906 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:02:32
2023-08-05 07:18:12,119 semantic_segmentation INFO: Iters: 41490/150000 || Lr: 0.014944 || Task Loss: 0.2081 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:07:56 || Estimated Time: 2 days, 2:02:13
2023-08-05 07:18:28,010 semantic_segmentation INFO: Iters: 41500/150000 || Lr: 0.014943 || Task Loss: 0.4708 || KD Loss: 0.1765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:08:12 || Estimated Time: 2 days, 2:01:55
2023-08-05 07:18:43,913 semantic_segmentation INFO: Iters: 41510/150000 || Lr: 0.014942 || Task Loss: 0.1770 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:08:28 || Estimated Time: 2 days, 2:01:36
2023-08-05 07:18:59,821 semantic_segmentation INFO: Iters: 41520/150000 || Lr: 0.014941 || Task Loss: 0.2648 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:08:44 || Estimated Time: 2 days, 2:01:18
2023-08-05 07:19:15,698 semantic_segmentation INFO: Iters: 41530/150000 || Lr: 0.014939 || Task Loss: 0.2229 || KD Loss: 0.1376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:09:00 || Estimated Time: 2 days, 2:00:59
2023-08-05 07:19:31,596 semantic_segmentation INFO: Iters: 41540/150000 || Lr: 0.014938 || Task Loss: 0.1738 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:09:16 || Estimated Time: 2 days, 2:00:41
2023-08-05 07:19:47,454 semantic_segmentation INFO: Iters: 41550/150000 || Lr: 0.014937 || Task Loss: 0.1879 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:09:31 || Estimated Time: 2 days, 2:00:22
2023-08-05 07:20:03,343 semantic_segmentation INFO: Iters: 41560/150000 || Lr: 0.014936 || Task Loss: 0.2466 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:09:47 || Estimated Time: 2 days, 2:00:04
2023-08-05 07:20:19,240 semantic_segmentation INFO: Iters: 41570/150000 || Lr: 0.014934 || Task Loss: 0.2987 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:03 || Estimated Time: 2 days, 1:59:46
2023-08-05 07:20:35,116 semantic_segmentation INFO: Iters: 41580/150000 || Lr: 0.014933 || Task Loss: 0.3235 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:19 || Estimated Time: 2 days, 1:59:27
2023-08-05 07:20:50,989 semantic_segmentation INFO: Iters: 41590/150000 || Lr: 0.014932 || Task Loss: 0.1818 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:35 || Estimated Time: 2 days, 1:59:09
2023-08-05 07:21:06,885 semantic_segmentation INFO: Iters: 41600/150000 || Lr: 0.014931 || Task Loss: 0.1965 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:58:50
2023-08-05 07:21:06,962 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 07:21:07,764 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.965, mIoU: 0.392
2023-08-05 07:21:07,891 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.462
2023-08-05 07:21:08,015 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.470
2023-08-05 07:21:08,132 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.515
2023-08-05 07:21:08,254 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.509
2023-08-05 07:21:08,371 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.510
2023-08-05 07:21:08,492 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.524
2023-08-05 07:21:08,610 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.554
2023-08-05 07:21:08,733 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.596
2023-08-05 07:21:08,851 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.645
2023-08-05 07:21:08,971 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.647
2023-08-05 07:21:09,086 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.659
2023-08-05 07:21:09,208 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.667
2023-08-05 07:21:09,325 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.657
2023-08-05 07:21:09,446 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.943, mIoU: 0.622
2023-08-05 07:21:09,562 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.619
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2023-08-05 07:21:09,800 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.627
2023-08-05 07:21:09,920 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.634
2023-08-05 07:21:10,038 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.640
2023-08-05 07:21:10,159 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.641
2023-08-05 07:21:10,277 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.649
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2023-08-05 07:21:10,635 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.665
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2023-08-05 07:21:10,873 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 07:21:10,990 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.652
2023-08-05 07:21:11,110 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.649
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2023-08-05 07:21:11,465 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.933, mIoU: 0.648
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2023-08-05 07:21:11,941 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.652
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2023-08-05 07:21:20,495 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.665
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2023-08-05 07:21:55,737 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.940, mIoU: 0.659
2023-08-05 07:21:55,858 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.940, mIoU: 0.660
2023-08-05 07:21:55,975 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.940, mIoU: 0.660
2023-08-05 07:21:56,097 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.940, mIoU: 0.660
2023-08-05 07:21:56,214 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.940, mIoU: 0.660
2023-08-05 07:21:56,336 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.940, mIoU: 0.660
2023-08-05 07:21:56,454 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.940, mIoU: 0.661
2023-08-05 07:21:56,576 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.940, mIoU: 0.661
2023-08-05 07:21:56,693 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.940, mIoU: 0.661
2023-08-05 07:21:56,815 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.940, mIoU: 0.661
2023-08-05 07:21:56,932 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.940, mIoU: 0.661
2023-08-05 07:21:57,055 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.940, mIoU: 0.661
2023-08-05 07:21:57,173 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.940, mIoU: 0.661
2023-08-05 07:21:57,294 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.940, mIoU: 0.661
2023-08-05 07:21:57,411 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:57,533 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:57,650 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:57,772 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:57,888 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:58,010 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:58,127 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:58,249 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:58,366 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:58,489 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.941, mIoU: 0.663
2023-08-05 07:21:58,607 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:58,728 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.941, mIoU: 0.662
2023-08-05 07:21:58,844 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.941, mIoU: 0.663
2023-08-05 07:21:58,966 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.941, mIoU: 0.663
2023-08-05 07:21:59,084 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.941, mIoU: 0.663
2023-08-05 07:21:59,205 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.941, mIoU: 0.663
2023-08-05 07:21:59,323 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.941, mIoU: 0.663
2023-08-05 07:21:59,445 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:21:59,562 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:21:59,682 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:21:59,799 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:21:59,922 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:22:00,040 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:22:00,163 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:22:00,280 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:22:00,402 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:22:00,521 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 07:22:00,641 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 07:22:00,758 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 07:22:00,880 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 07:22:01,000 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 07:22:01,121 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 07:22:01,238 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 07:22:01,361 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 07:22:01,479 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.942, mIoU: 0.664
2023-08-05 07:22:01,600 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:01,715 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:01,837 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:22:01,954 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:02,076 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:02,193 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:02,315 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:02,429 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.942, mIoU: 0.663
2023-08-05 07:22:02,550 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:02,667 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:02,789 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:02,906 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:03,028 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:03,145 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.664
2023-08-05 07:22:03,267 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:03,383 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:03,505 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:03,622 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:03,742 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:03,859 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:03,981 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:04,098 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:04,216 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:04,333 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:04,454 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:04,573 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:04,693 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:04,810 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:04,931 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:05,050 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:05,172 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:05,288 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:05,410 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:05,527 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.943, mIoU: 0.665
2023-08-05 07:22:05,649 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.943, mIoU: 0.666
2023-08-05 07:22:05,766 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.943, mIoU: 0.666
2023-08-05 07:22:05,887 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.943, mIoU: 0.666
2023-08-05 07:22:06,005 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:06,127 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:06,243 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:06,364 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:06,481 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:06,602 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:06,718 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:06,840 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:06,956 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:07,078 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:07,194 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 07:22:23,149 semantic_segmentation INFO: Iters: 41610/150000 || Lr: 0.014929 || Task Loss: 0.2285 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:12:07 || Estimated Time: 2 days, 2:01:09
2023-08-05 07:22:39,238 semantic_segmentation INFO: Iters: 41620/150000 || Lr: 0.014928 || Task Loss: 0.2954 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:12:23 || Estimated Time: 2 days, 2:00:51
2023-08-05 07:22:55,097 semantic_segmentation INFO: Iters: 41630/150000 || Lr: 0.014927 || Task Loss: 0.3711 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:12:39 || Estimated Time: 2 days, 2:00:32
2023-08-05 07:23:10,955 semantic_segmentation INFO: Iters: 41640/150000 || Lr: 0.014926 || Task Loss: 0.2127 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:12:55 || Estimated Time: 2 days, 2:00:14
2023-08-05 07:23:26,812 semantic_segmentation INFO: Iters: 41650/150000 || Lr: 0.014924 || Task Loss: 0.1766 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:13:11 || Estimated Time: 2 days, 1:59:55
2023-08-05 07:23:42,684 semantic_segmentation INFO: Iters: 41660/150000 || Lr: 0.014923 || Task Loss: 0.3333 || KD Loss: 0.1380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:13:27 || Estimated Time: 2 days, 1:59:37
2023-08-05 07:23:58,551 semantic_segmentation INFO: Iters: 41670/150000 || Lr: 0.014922 || Task Loss: 0.2730 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:13:43 || Estimated Time: 2 days, 1:59:18
2023-08-05 07:24:14,425 semantic_segmentation INFO: Iters: 41680/150000 || Lr: 0.014921 || Task Loss: 0.2692 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:13:58 || Estimated Time: 2 days, 1:59:00
2023-08-05 07:24:30,294 semantic_segmentation INFO: Iters: 41690/150000 || Lr: 0.014919 || Task Loss: 0.3959 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:14:14 || Estimated Time: 2 days, 1:58:41
2023-08-05 07:24:46,155 semantic_segmentation INFO: Iters: 41700/150000 || Lr: 0.014918 || Task Loss: 0.1833 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:14:30 || Estimated Time: 2 days, 1:58:23
2023-08-05 07:25:02,035 semantic_segmentation INFO: Iters: 41710/150000 || Lr: 0.014917 || Task Loss: 0.3402 || KD Loss: 0.1863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:14:46 || Estimated Time: 2 days, 1:58:04
2023-08-05 07:25:17,915 semantic_segmentation INFO: Iters: 41720/150000 || Lr: 0.014916 || Task Loss: 0.1562 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:15:02 || Estimated Time: 2 days, 1:57:46
2023-08-05 07:25:33,743 semantic_segmentation INFO: Iters: 41730/150000 || Lr: 0.014915 || Task Loss: 0.1537 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:15:18 || Estimated Time: 2 days, 1:57:27
2023-08-05 07:25:49,620 semantic_segmentation INFO: Iters: 41740/150000 || Lr: 0.014913 || Task Loss: 0.3182 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:15:34 || Estimated Time: 2 days, 1:57:08
2023-08-05 07:26:05,473 semantic_segmentation INFO: Iters: 41750/150000 || Lr: 0.014912 || Task Loss: 0.3237 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:15:50 || Estimated Time: 2 days, 1:56:50
2023-08-05 07:26:21,327 semantic_segmentation INFO: Iters: 41760/150000 || Lr: 0.014911 || Task Loss: 0.2503 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:16:05 || Estimated Time: 2 days, 1:56:31
2023-08-05 07:26:37,190 semantic_segmentation INFO: Iters: 41770/150000 || Lr: 0.014910 || Task Loss: 0.2654 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:16:21 || Estimated Time: 2 days, 1:56:13
2023-08-05 07:26:53,038 semantic_segmentation INFO: Iters: 41780/150000 || Lr: 0.014908 || Task Loss: 0.1438 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:16:37 || Estimated Time: 2 days, 1:55:54
2023-08-05 07:27:08,878 semantic_segmentation INFO: Iters: 41790/150000 || Lr: 0.014907 || Task Loss: 0.1821 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:16:53 || Estimated Time: 2 days, 1:55:36
2023-08-05 07:27:24,737 semantic_segmentation INFO: Iters: 41800/150000 || Lr: 0.014906 || Task Loss: 0.2798 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:55:17
2023-08-05 07:27:40,597 semantic_segmentation INFO: Iters: 41810/150000 || Lr: 0.014905 || Task Loss: 0.2281 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:17:25 || Estimated Time: 2 days, 1:54:58
2023-08-05 07:27:56,454 semantic_segmentation INFO: Iters: 41820/150000 || Lr: 0.014903 || Task Loss: 0.2714 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:17:40 || Estimated Time: 2 days, 1:54:40
2023-08-05 07:28:12,313 semantic_segmentation INFO: Iters: 41830/150000 || Lr: 0.014902 || Task Loss: 0.5088 || KD Loss: 0.2456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:17:56 || Estimated Time: 2 days, 1:54:21
2023-08-05 07:28:28,179 semantic_segmentation INFO: Iters: 41840/150000 || Lr: 0.014901 || Task Loss: 0.1943 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:18:12 || Estimated Time: 2 days, 1:54:03
2023-08-05 07:28:44,035 semantic_segmentation INFO: Iters: 41850/150000 || Lr: 0.014900 || Task Loss: 0.2634 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:18:28 || Estimated Time: 2 days, 1:53:44
2023-08-05 07:28:59,921 semantic_segmentation INFO: Iters: 41860/150000 || Lr: 0.014898 || Task Loss: 0.3381 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:18:44 || Estimated Time: 2 days, 1:53:26
2023-08-05 07:29:15,794 semantic_segmentation INFO: Iters: 41870/150000 || Lr: 0.014897 || Task Loss: 0.2152 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:00 || Estimated Time: 2 days, 1:53:07
2023-08-05 07:29:31,657 semantic_segmentation INFO: Iters: 41880/150000 || Lr: 0.014896 || Task Loss: 0.4337 || KD Loss: 0.1796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:16 || Estimated Time: 2 days, 1:52:49
2023-08-05 07:29:47,522 semantic_segmentation INFO: Iters: 41890/150000 || Lr: 0.014895 || Task Loss: 0.1995 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:32 || Estimated Time: 2 days, 1:52:30
2023-08-05 07:30:03,380 semantic_segmentation INFO: Iters: 41900/150000 || Lr: 0.014893 || Task Loss: 0.2759 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:47 || Estimated Time: 2 days, 1:52:12
2023-08-05 07:30:19,287 semantic_segmentation INFO: Iters: 41910/150000 || Lr: 0.014892 || Task Loss: 0.2496 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:20:03 || Estimated Time: 2 days, 1:51:53
2023-08-05 07:30:35,211 semantic_segmentation INFO: Iters: 41920/150000 || Lr: 0.014891 || Task Loss: 0.2508 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:20:19 || Estimated Time: 2 days, 1:51:35
2023-08-05 07:30:51,100 semantic_segmentation INFO: Iters: 41930/150000 || Lr: 0.014890 || Task Loss: 0.3893 || KD Loss: 0.1946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:20:35 || Estimated Time: 2 days, 1:51:16
2023-08-05 07:31:07,000 semantic_segmentation INFO: Iters: 41940/150000 || Lr: 0.014888 || Task Loss: 0.2982 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:20:51 || Estimated Time: 2 days, 1:50:58
2023-08-05 07:31:22,884 semantic_segmentation INFO: Iters: 41950/150000 || Lr: 0.014887 || Task Loss: 0.5367 || KD Loss: 0.3032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:50:39
2023-08-05 07:31:38,759 semantic_segmentation INFO: Iters: 41960/150000 || Lr: 0.014886 || Task Loss: 0.2713 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:21:23 || Estimated Time: 2 days, 1:50:21
2023-08-05 07:31:54,643 semantic_segmentation INFO: Iters: 41970/150000 || Lr: 0.014885 || Task Loss: 0.2529 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:21:39 || Estimated Time: 2 days, 1:50:03
2023-08-05 07:32:10,509 semantic_segmentation INFO: Iters: 41980/150000 || Lr: 0.014884 || Task Loss: 0.5264 || KD Loss: 0.2576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:21:55 || Estimated Time: 2 days, 1:49:44
2023-08-05 07:32:26,385 semantic_segmentation INFO: Iters: 41990/150000 || Lr: 0.014882 || Task Loss: 0.2965 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:22:10 || Estimated Time: 2 days, 1:49:26
2023-08-05 07:32:42,243 semantic_segmentation INFO: Iters: 42000/150000 || Lr: 0.014881 || Task Loss: 0.2954 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:22:26 || Estimated Time: 2 days, 1:49:07
2023-08-05 07:32:58,123 semantic_segmentation INFO: Iters: 42010/150000 || Lr: 0.014880 || Task Loss: 0.2755 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:22:42 || Estimated Time: 2 days, 1:48:48
2023-08-05 07:33:13,970 semantic_segmentation INFO: Iters: 42020/150000 || Lr: 0.014879 || Task Loss: 0.2746 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:22:58 || Estimated Time: 2 days, 1:48:30
2023-08-05 07:33:29,825 semantic_segmentation INFO: Iters: 42030/150000 || Lr: 0.014877 || Task Loss: 0.6156 || KD Loss: 0.2595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:23:14 || Estimated Time: 2 days, 1:48:11
2023-08-05 07:33:45,703 semantic_segmentation INFO: Iters: 42040/150000 || Lr: 0.014876 || Task Loss: 0.1665 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:23:30 || Estimated Time: 2 days, 1:47:53
2023-08-05 07:34:01,564 semantic_segmentation INFO: Iters: 42050/150000 || Lr: 0.014875 || Task Loss: 0.2212 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:23:46 || Estimated Time: 2 days, 1:47:34
2023-08-05 07:34:17,446 semantic_segmentation INFO: Iters: 42060/150000 || Lr: 0.014874 || Task Loss: 0.2799 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:24:01 || Estimated Time: 2 days, 1:47:16
2023-08-05 07:34:33,344 semantic_segmentation INFO: Iters: 42070/150000 || Lr: 0.014872 || Task Loss: 0.2666 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:24:17 || Estimated Time: 2 days, 1:46:58
2023-08-05 07:34:49,227 semantic_segmentation INFO: Iters: 42080/150000 || Lr: 0.014871 || Task Loss: 0.2386 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:24:33 || Estimated Time: 2 days, 1:46:39
2023-08-05 07:35:05,088 semantic_segmentation INFO: Iters: 42090/150000 || Lr: 0.014870 || Task Loss: 0.2152 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:46:21
2023-08-05 07:35:20,971 semantic_segmentation INFO: Iters: 42100/150000 || Lr: 0.014869 || Task Loss: 0.5248 || KD Loss: 0.2466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:25:05 || Estimated Time: 2 days, 1:46:02
2023-08-05 07:35:36,845 semantic_segmentation INFO: Iters: 42110/150000 || Lr: 0.014867 || Task Loss: 0.3019 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:25:21 || Estimated Time: 2 days, 1:45:44
2023-08-05 07:35:52,725 semantic_segmentation INFO: Iters: 42120/150000 || Lr: 0.014866 || Task Loss: 0.1876 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:25:37 || Estimated Time: 2 days, 1:45:25
2023-08-05 07:36:08,617 semantic_segmentation INFO: Iters: 42130/150000 || Lr: 0.014865 || Task Loss: 0.4145 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:25:53 || Estimated Time: 2 days, 1:45:07
2023-08-05 07:36:24,484 semantic_segmentation INFO: Iters: 42140/150000 || Lr: 0.014864 || Task Loss: 0.2173 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:26:09 || Estimated Time: 2 days, 1:44:48
2023-08-05 07:36:40,340 semantic_segmentation INFO: Iters: 42150/150000 || Lr: 0.014862 || Task Loss: 0.6865 || KD Loss: 0.5106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:26:24 || Estimated Time: 2 days, 1:44:30
2023-08-05 07:36:56,184 semantic_segmentation INFO: Iters: 42160/150000 || Lr: 0.014861 || Task Loss: 0.3206 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:26:40 || Estimated Time: 2 days, 1:44:11
2023-08-05 07:37:12,056 semantic_segmentation INFO: Iters: 42170/150000 || Lr: 0.014860 || Task Loss: 0.3192 || KD Loss: 0.1189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:26:56 || Estimated Time: 2 days, 1:43:53
2023-08-05 07:37:27,953 semantic_segmentation INFO: Iters: 42180/150000 || Lr: 0.014859 || Task Loss: 0.4747 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:27:12 || Estimated Time: 2 days, 1:43:34
2023-08-05 07:37:43,800 semantic_segmentation INFO: Iters: 42190/150000 || Lr: 0.014857 || Task Loss: 0.3468 || KD Loss: 0.1777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:27:28 || Estimated Time: 2 days, 1:43:16
2023-08-05 07:37:59,658 semantic_segmentation INFO: Iters: 42200/150000 || Lr: 0.014856 || Task Loss: 0.5004 || KD Loss: 0.2271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:27:44 || Estimated Time: 2 days, 1:42:57
2023-08-05 07:38:15,530 semantic_segmentation INFO: Iters: 42210/150000 || Lr: 0.014855 || Task Loss: 0.1720 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:28:00 || Estimated Time: 2 days, 1:42:39
2023-08-05 07:38:31,396 semantic_segmentation INFO: Iters: 42220/150000 || Lr: 0.014854 || Task Loss: 0.1659 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:28:15 || Estimated Time: 2 days, 1:42:20
2023-08-05 07:38:47,240 semantic_segmentation INFO: Iters: 42230/150000 || Lr: 0.014853 || Task Loss: 0.2696 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:28:31 || Estimated Time: 2 days, 1:42:02
2023-08-05 07:39:03,090 semantic_segmentation INFO: Iters: 42240/150000 || Lr: 0.014851 || Task Loss: 0.3197 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:28:47 || Estimated Time: 2 days, 1:41:43
2023-08-05 07:39:18,963 semantic_segmentation INFO: Iters: 42250/150000 || Lr: 0.014850 || Task Loss: 0.2350 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:29:03 || Estimated Time: 2 days, 1:41:25
2023-08-05 07:39:34,825 semantic_segmentation INFO: Iters: 42260/150000 || Lr: 0.014849 || Task Loss: 0.6281 || KD Loss: 0.2573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:41:06
2023-08-05 07:39:50,701 semantic_segmentation INFO: Iters: 42270/150000 || Lr: 0.014848 || Task Loss: 0.1834 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:29:35 || Estimated Time: 2 days, 1:40:48
2023-08-05 07:40:06,562 semantic_segmentation INFO: Iters: 42280/150000 || Lr: 0.014846 || Task Loss: 0.2223 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:29:51 || Estimated Time: 2 days, 1:40:29
2023-08-05 07:40:22,400 semantic_segmentation INFO: Iters: 42290/150000 || Lr: 0.014845 || Task Loss: 0.1521 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:30:06 || Estimated Time: 2 days, 1:40:11
2023-08-05 07:40:38,232 semantic_segmentation INFO: Iters: 42300/150000 || Lr: 0.014844 || Task Loss: 0.2235 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:30:22 || Estimated Time: 2 days, 1:39:52
2023-08-05 07:40:54,094 semantic_segmentation INFO: Iters: 42310/150000 || Lr: 0.014843 || Task Loss: 0.1974 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:30:38 || Estimated Time: 2 days, 1:39:34
2023-08-05 07:41:09,969 semantic_segmentation INFO: Iters: 42320/150000 || Lr: 0.014841 || Task Loss: 0.1584 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:30:54 || Estimated Time: 2 days, 1:39:15
2023-08-05 07:41:25,842 semantic_segmentation INFO: Iters: 42330/150000 || Lr: 0.014840 || Task Loss: 0.2239 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:10 || Estimated Time: 2 days, 1:38:57
2023-08-05 07:41:41,697 semantic_segmentation INFO: Iters: 42340/150000 || Lr: 0.014839 || Task Loss: 0.2442 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:26 || Estimated Time: 2 days, 1:38:38
2023-08-05 07:41:57,552 semantic_segmentation INFO: Iters: 42350/150000 || Lr: 0.014838 || Task Loss: 0.2301 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:42 || Estimated Time: 2 days, 1:38:20
2023-08-05 07:42:13,421 semantic_segmentation INFO: Iters: 42360/150000 || Lr: 0.014836 || Task Loss: 0.4087 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:57 || Estimated Time: 2 days, 1:38:01
2023-08-05 07:42:29,273 semantic_segmentation INFO: Iters: 42370/150000 || Lr: 0.014835 || Task Loss: 0.4093 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:32:13 || Estimated Time: 2 days, 1:37:43
2023-08-05 07:42:45,140 semantic_segmentation INFO: Iters: 42380/150000 || Lr: 0.014834 || Task Loss: 0.3024 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:32:29 || Estimated Time: 2 days, 1:37:24
2023-08-05 07:43:00,978 semantic_segmentation INFO: Iters: 42390/150000 || Lr: 0.014833 || Task Loss: 0.2181 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:32:45 || Estimated Time: 2 days, 1:37:06
2023-08-05 07:43:16,825 semantic_segmentation INFO: Iters: 42400/150000 || Lr: 0.014831 || Task Loss: 0.1850 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:33:01 || Estimated Time: 2 days, 1:36:47
2023-08-05 07:43:16,905 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 07:43:17,727 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.945, mIoU: 0.388
2023-08-05 07:43:17,852 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.470
2023-08-05 07:43:17,979 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.487
2023-08-05 07:43:18,095 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.518
2023-08-05 07:43:18,216 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.510
2023-08-05 07:43:18,336 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.508
2023-08-05 07:43:18,458 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.529
2023-08-05 07:43:18,574 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.545
2023-08-05 07:43:18,696 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.593
2023-08-05 07:43:18,813 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.606
2023-08-05 07:43:18,934 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.606
2023-08-05 07:43:19,050 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.637
2023-08-05 07:43:19,172 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.647
2023-08-05 07:43:19,289 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.645
2023-08-05 07:43:19,409 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.648
2023-08-05 07:43:19,526 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.643
2023-08-05 07:43:19,647 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.647
2023-08-05 07:43:19,764 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.654
2023-08-05 07:43:19,886 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 07:43:20,003 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.664
2023-08-05 07:43:20,125 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.665
2023-08-05 07:43:20,242 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.666
2023-08-05 07:43:20,362 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.667
2023-08-05 07:43:20,480 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 07:43:20,600 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 07:43:20,717 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.686
2023-08-05 07:43:20,842 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 07:43:20,960 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.671
2023-08-05 07:43:21,081 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.673
2023-08-05 07:43:21,198 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.683
2023-08-05 07:43:21,318 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.681
2023-08-05 07:43:21,435 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 07:43:21,555 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.680
2023-08-05 07:43:21,673 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.678
2023-08-05 07:43:21,798 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.680
2023-08-05 07:43:21,915 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.679
2023-08-05 07:43:22,036 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 07:43:22,153 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.675
2023-08-05 07:43:22,272 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.667
2023-08-05 07:43:22,388 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 07:43:22,509 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.671
2023-08-05 07:43:22,627 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.670
2023-08-05 07:43:22,748 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 07:43:22,866 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.672
2023-08-05 07:43:22,987 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.671
2023-08-05 07:43:23,105 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-05 07:43:23,225 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-05 07:43:23,343 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-05 07:43:23,464 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 07:43:23,581 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 07:43:23,702 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 07:43:23,820 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 07:43:23,940 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 07:43:24,056 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 07:43:24,178 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.681
2023-08-05 07:43:24,294 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.686
2023-08-05 07:43:24,414 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 07:43:24,531 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 07:43:24,652 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 07:43:24,769 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 07:43:24,891 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 07:43:25,009 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.698
2023-08-05 07:43:25,131 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 07:43:25,247 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.700
2023-08-05 07:43:25,367 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.702
2023-08-05 07:43:25,484 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.702
2023-08-05 07:43:25,605 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.702
2023-08-05 07:43:25,722 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.703
2023-08-05 07:43:25,848 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.702
2023-08-05 07:43:25,964 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 07:43:26,085 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.702
2023-08-05 07:43:26,202 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 07:43:26,323 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 07:43:26,440 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 07:43:26,560 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 07:43:26,677 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 07:43:26,796 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 07:43:26,913 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 07:43:27,032 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 07:43:27,150 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 07:43:27,270 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 07:43:27,387 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 07:43:27,507 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 07:43:27,624 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 07:43:27,744 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.687
2023-08-05 07:43:27,860 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.687
2023-08-05 07:43:27,981 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 07:43:28,098 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.687
2023-08-05 07:43:28,219 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 07:43:28,336 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 07:43:28,456 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 07:43:28,573 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-05 07:43:28,694 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-05 07:43:28,811 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 07:43:28,932 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 07:43:29,048 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 07:43:29,169 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 07:43:29,286 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 07:43:29,406 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 07:43:29,523 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-05 07:43:29,646 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.695
2023-08-05 07:43:29,763 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.694
2023-08-05 07:43:29,883 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.693
2023-08-05 07:43:30,000 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.693
2023-08-05 07:43:30,121 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.693
2023-08-05 07:43:30,237 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.693
2023-08-05 07:43:30,357 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.693
2023-08-05 07:43:30,475 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.693
2023-08-05 07:43:30,595 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.693
2023-08-05 07:43:30,713 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.693
2023-08-05 07:43:30,833 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.693
2023-08-05 07:43:30,949 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.692
2023-08-05 07:43:31,069 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.692
2023-08-05 07:43:31,187 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.692
2023-08-05 07:43:31,307 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.691
2023-08-05 07:43:31,423 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.691
2023-08-05 07:43:31,545 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.693
2023-08-05 07:43:31,662 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.692
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2023-08-05 07:43:55,223 semantic_segmentation INFO: Sample: 316, Validation pixAcc: 0.938, mIoU: 0.684
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2023-08-05 07:43:55,923 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.937, mIoU: 0.683
2023-08-05 07:43:56,043 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.937, mIoU: 0.682
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2023-08-05 07:43:56,282 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.937, mIoU: 0.682
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2023-08-05 07:43:57,000 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.937, mIoU: 0.683
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2023-08-05 07:43:57,239 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.937, mIoU: 0.683
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2023-08-05 07:43:57,839 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.938, mIoU: 0.684
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2023-08-05 07:43:58,912 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.939, mIoU: 0.685
2023-08-05 07:43:59,029 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.939, mIoU: 0.685
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2023-08-05 07:43:59,268 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.939, mIoU: 0.686
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2023-08-05 07:44:00,468 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.939, mIoU: 0.687
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2023-08-05 07:44:00,828 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.939, mIoU: 0.686
2023-08-05 07:44:00,945 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.939, mIoU: 0.686
2023-08-05 07:44:01,066 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.940, mIoU: 0.687
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2023-08-05 07:44:02,503 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.940, mIoU: 0.688
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2023-08-05 07:44:02,741 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.940, mIoU: 0.689
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2023-08-05 07:44:04,054 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-05 07:44:04,175 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.941, mIoU: 0.691
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2023-08-05 07:44:05,723 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.942, mIoU: 0.691
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2023-08-05 07:44:05,963 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.942, mIoU: 0.692
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2023-08-05 07:44:06,560 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.693
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2023-08-05 07:44:06,916 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.943, mIoU: 0.692
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2023-08-05 07:44:07,154 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.943, mIoU: 0.692
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2023-08-05 07:44:09,782 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.693
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2023-08-05 07:44:10,260 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-05 07:44:10,381 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-05 07:44:10,498 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-05 07:44:10,620 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-05 07:44:10,739 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.692
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2023-08-05 07:44:10,976 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-05 07:44:11,099 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.693
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2023-08-05 07:44:11,695 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 07:44:11,815 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-05 07:44:11,932 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.694
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2023-08-05 07:44:13,128 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.695
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2023-08-05 07:44:14,082 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.695
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2023-08-05 07:44:15,638 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.696
2023-08-05 07:44:15,756 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.696
2023-08-05 07:44:15,877 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.696
2023-08-05 07:44:15,995 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 07:44:16,116 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.696
2023-08-05 07:44:16,234 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 07:44:16,356 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 07:44:16,472 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 07:44:16,593 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 07:44:16,711 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-05 07:44:16,833 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-05 07:44:16,950 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-05 07:44:17,070 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-05 07:44:17,186 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-05 07:44:33,145 semantic_segmentation INFO: Iters: 42410/150000 || Lr: 0.014830 || Task Loss: 0.1539 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:34:17 || Estimated Time: 2 days, 1:39:02
2023-08-05 07:44:49,060 semantic_segmentation INFO: Iters: 42420/150000 || Lr: 0.014829 || Task Loss: 0.3554 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:34:33 || Estimated Time: 2 days, 1:38:44
2023-08-05 07:45:04,913 semantic_segmentation INFO: Iters: 42430/150000 || Lr: 0.014828 || Task Loss: 0.3376 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:34:49 || Estimated Time: 2 days, 1:38:25
2023-08-05 07:45:20,782 semantic_segmentation INFO: Iters: 42440/150000 || Lr: 0.014826 || Task Loss: 0.3004 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:35:05 || Estimated Time: 2 days, 1:38:07
2023-08-05 07:45:36,659 semantic_segmentation INFO: Iters: 42450/150000 || Lr: 0.014825 || Task Loss: 0.3079 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:35:21 || Estimated Time: 2 days, 1:37:48
2023-08-05 07:45:52,535 semantic_segmentation INFO: Iters: 42460/150000 || Lr: 0.014824 || Task Loss: 0.2338 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:35:37 || Estimated Time: 2 days, 1:37:30
2023-08-05 07:46:08,403 semantic_segmentation INFO: Iters: 42470/150000 || Lr: 0.014823 || Task Loss: 0.2787 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:35:52 || Estimated Time: 2 days, 1:37:11
2023-08-05 07:46:24,296 semantic_segmentation INFO: Iters: 42480/150000 || Lr: 0.014821 || Task Loss: 0.2158 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:36:08 || Estimated Time: 2 days, 1:36:53
2023-08-05 07:46:40,161 semantic_segmentation INFO: Iters: 42490/150000 || Lr: 0.014820 || Task Loss: 0.2195 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:36:24 || Estimated Time: 2 days, 1:36:35
2023-08-05 07:46:56,024 semantic_segmentation INFO: Iters: 42500/150000 || Lr: 0.014819 || Task Loss: 0.4248 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:36:40 || Estimated Time: 2 days, 1:36:16
2023-08-05 07:47:11,892 semantic_segmentation INFO: Iters: 42510/150000 || Lr: 0.014818 || Task Loss: 0.3131 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:36:56 || Estimated Time: 2 days, 1:35:58
2023-08-05 07:47:27,789 semantic_segmentation INFO: Iters: 42520/150000 || Lr: 0.014817 || Task Loss: 0.2631 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:37:12 || Estimated Time: 2 days, 1:35:39
2023-08-05 07:47:43,674 semantic_segmentation INFO: Iters: 42530/150000 || Lr: 0.014815 || Task Loss: 0.2203 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:37:28 || Estimated Time: 2 days, 1:35:21
2023-08-05 07:47:59,514 semantic_segmentation INFO: Iters: 42540/150000 || Lr: 0.014814 || Task Loss: 0.2530 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:37:44 || Estimated Time: 2 days, 1:35:02
2023-08-05 07:48:15,347 semantic_segmentation INFO: Iters: 42550/150000 || Lr: 0.014813 || Task Loss: 0.3190 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:37:59 || Estimated Time: 2 days, 1:34:44
2023-08-05 07:48:31,197 semantic_segmentation INFO: Iters: 42560/150000 || Lr: 0.014812 || Task Loss: 0.3900 || KD Loss: 0.2322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:38:15 || Estimated Time: 2 days, 1:34:25
2023-08-05 07:48:47,046 semantic_segmentation INFO: Iters: 42570/150000 || Lr: 0.014810 || Task Loss: 0.3075 || KD Loss: 0.1148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:38:31 || Estimated Time: 2 days, 1:34:06
2023-08-05 07:49:02,906 semantic_segmentation INFO: Iters: 42580/150000 || Lr: 0.014809 || Task Loss: 0.2804 || KD Loss: 0.1218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:33:48
2023-08-05 07:49:18,765 semantic_segmentation INFO: Iters: 42590/150000 || Lr: 0.014808 || Task Loss: 0.1814 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:39:03 || Estimated Time: 2 days, 1:33:29
2023-08-05 07:49:34,616 semantic_segmentation INFO: Iters: 42600/150000 || Lr: 0.014807 || Task Loss: 0.3580 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:39:19 || Estimated Time: 2 days, 1:33:11
2023-08-05 07:49:50,486 semantic_segmentation INFO: Iters: 42610/150000 || Lr: 0.014805 || Task Loss: 0.2596 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:39:35 || Estimated Time: 2 days, 1:32:52
2023-08-05 07:50:06,334 semantic_segmentation INFO: Iters: 42620/150000 || Lr: 0.014804 || Task Loss: 0.1583 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:39:50 || Estimated Time: 2 days, 1:32:34
2023-08-05 07:50:22,223 semantic_segmentation INFO: Iters: 42630/150000 || Lr: 0.014803 || Task Loss: 0.2720 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:40:06 || Estimated Time: 2 days, 1:32:16
2023-08-05 07:50:38,099 semantic_segmentation INFO: Iters: 42640/150000 || Lr: 0.014802 || Task Loss: 0.2540 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:40:22 || Estimated Time: 2 days, 1:31:57
2023-08-05 07:50:54,004 semantic_segmentation INFO: Iters: 42650/150000 || Lr: 0.014800 || Task Loss: 0.3177 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:40:38 || Estimated Time: 2 days, 1:31:39
2023-08-05 07:51:09,898 semantic_segmentation INFO: Iters: 42660/150000 || Lr: 0.014799 || Task Loss: 0.2850 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:40:54 || Estimated Time: 2 days, 1:31:20
2023-08-05 07:51:25,777 semantic_segmentation INFO: Iters: 42670/150000 || Lr: 0.014798 || Task Loss: 0.1493 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:10 || Estimated Time: 2 days, 1:31:02
2023-08-05 07:51:41,672 semantic_segmentation INFO: Iters: 42680/150000 || Lr: 0.014797 || Task Loss: 0.4748 || KD Loss: 0.2399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:26 || Estimated Time: 2 days, 1:30:43
2023-08-05 07:51:57,584 semantic_segmentation INFO: Iters: 42690/150000 || Lr: 0.014795 || Task Loss: 0.1897 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:42 || Estimated Time: 2 days, 1:30:25
2023-08-05 07:52:13,454 semantic_segmentation INFO: Iters: 42700/150000 || Lr: 0.014794 || Task Loss: 0.4575 || KD Loss: 0.1907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:57 || Estimated Time: 2 days, 1:30:07
2023-08-05 07:52:29,331 semantic_segmentation INFO: Iters: 42710/150000 || Lr: 0.014793 || Task Loss: 0.2218 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:42:13 || Estimated Time: 2 days, 1:29:48
2023-08-05 07:52:45,236 semantic_segmentation INFO: Iters: 42720/150000 || Lr: 0.014792 || Task Loss: 0.3617 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:29:30
2023-08-05 07:53:01,134 semantic_segmentation INFO: Iters: 42730/150000 || Lr: 0.014790 || Task Loss: 0.2711 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:42:45 || Estimated Time: 2 days, 1:29:11
2023-08-05 07:53:17,031 semantic_segmentation INFO: Iters: 42740/150000 || Lr: 0.014789 || Task Loss: 0.1907 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:01 || Estimated Time: 2 days, 1:28:53
2023-08-05 07:53:32,930 semantic_segmentation INFO: Iters: 42750/150000 || Lr: 0.014788 || Task Loss: 0.1964 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:17 || Estimated Time: 2 days, 1:28:35
2023-08-05 07:53:48,836 semantic_segmentation INFO: Iters: 42760/150000 || Lr: 0.014787 || Task Loss: 0.1609 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:33 || Estimated Time: 2 days, 1:28:16
2023-08-05 07:54:04,738 semantic_segmentation INFO: Iters: 42770/150000 || Lr: 0.014786 || Task Loss: 0.3490 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:49 || Estimated Time: 2 days, 1:27:58
2023-08-05 07:54:20,642 semantic_segmentation INFO: Iters: 42780/150000 || Lr: 0.014784 || Task Loss: 0.2213 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:44:05 || Estimated Time: 2 days, 1:27:39
2023-08-05 07:54:36,539 semantic_segmentation INFO: Iters: 42790/150000 || Lr: 0.014783 || Task Loss: 0.4372 || KD Loss: 0.1693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:44:21 || Estimated Time: 2 days, 1:27:21
2023-08-05 07:54:52,416 semantic_segmentation INFO: Iters: 42800/150000 || Lr: 0.014782 || Task Loss: 0.2510 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:44:36 || Estimated Time: 2 days, 1:27:03
2023-08-05 07:55:08,300 semantic_segmentation INFO: Iters: 42810/150000 || Lr: 0.014781 || Task Loss: 0.2739 || KD Loss: 0.1652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:44:52 || Estimated Time: 2 days, 1:26:44
2023-08-05 07:55:24,169 semantic_segmentation INFO: Iters: 42820/150000 || Lr: 0.014779 || Task Loss: 0.4122 || KD Loss: 0.2014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:45:08 || Estimated Time: 2 days, 1:26:26
2023-08-05 07:55:40,052 semantic_segmentation INFO: Iters: 42830/150000 || Lr: 0.014778 || Task Loss: 0.2750 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:45:24 || Estimated Time: 2 days, 1:26:07
2023-08-05 07:55:55,953 semantic_segmentation INFO: Iters: 42840/150000 || Lr: 0.014777 || Task Loss: 0.3366 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:45:40 || Estimated Time: 2 days, 1:25:49
2023-08-05 07:56:11,848 semantic_segmentation INFO: Iters: 42850/150000 || Lr: 0.014776 || Task Loss: 0.3965 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:45:56 || Estimated Time: 2 days, 1:25:31
2023-08-05 07:56:27,747 semantic_segmentation INFO: Iters: 42860/150000 || Lr: 0.014774 || Task Loss: 0.2082 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:46:12 || Estimated Time: 2 days, 1:25:12
2023-08-05 07:56:43,646 semantic_segmentation INFO: Iters: 42870/150000 || Lr: 0.014773 || Task Loss: 0.4195 || KD Loss: 0.1775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:46:28 || Estimated Time: 2 days, 1:24:54
2023-08-05 07:56:59,540 semantic_segmentation INFO: Iters: 42880/150000 || Lr: 0.014772 || Task Loss: 0.2758 || KD Loss: 0.2595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:46:44 || Estimated Time: 2 days, 1:24:36
2023-08-05 07:57:15,415 semantic_segmentation INFO: Iters: 42890/150000 || Lr: 0.014771 || Task Loss: 0.2710 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:46:59 || Estimated Time: 2 days, 1:24:17
2023-08-05 07:57:31,288 semantic_segmentation INFO: Iters: 42900/150000 || Lr: 0.014769 || Task Loss: 0.2459 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:47:15 || Estimated Time: 2 days, 1:23:59
2023-08-05 07:57:47,159 semantic_segmentation INFO: Iters: 42910/150000 || Lr: 0.014768 || Task Loss: 0.3268 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:47:31 || Estimated Time: 2 days, 1:23:40
2023-08-05 07:58:03,036 semantic_segmentation INFO: Iters: 42920/150000 || Lr: 0.014767 || Task Loss: 0.2704 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:47:47 || Estimated Time: 2 days, 1:23:22
2023-08-05 07:58:18,947 semantic_segmentation INFO: Iters: 42930/150000 || Lr: 0.014766 || Task Loss: 0.1713 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:48:03 || Estimated Time: 2 days, 1:23:03
2023-08-05 07:58:34,825 semantic_segmentation INFO: Iters: 42940/150000 || Lr: 0.014764 || Task Loss: 0.1958 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:48:19 || Estimated Time: 2 days, 1:22:45
2023-08-05 07:58:50,677 semantic_segmentation INFO: Iters: 42950/150000 || Lr: 0.014763 || Task Loss: 0.2116 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:48:35 || Estimated Time: 2 days, 1:22:27
2023-08-05 07:59:06,549 semantic_segmentation INFO: Iters: 42960/150000 || Lr: 0.014762 || Task Loss: 0.2812 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:48:51 || Estimated Time: 2 days, 1:22:08
2023-08-05 07:59:22,437 semantic_segmentation INFO: Iters: 42970/150000 || Lr: 0.014761 || Task Loss: 0.2643 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:49:06 || Estimated Time: 2 days, 1:21:50
2023-08-05 07:59:38,307 semantic_segmentation INFO: Iters: 42980/150000 || Lr: 0.014759 || Task Loss: 0.2512 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:49:22 || Estimated Time: 2 days, 1:21:31
2023-08-05 07:59:54,174 semantic_segmentation INFO: Iters: 42990/150000 || Lr: 0.014758 || Task Loss: 0.5040 || KD Loss: 0.2685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:49:38 || Estimated Time: 2 days, 1:21:13
2023-08-05 08:00:10,064 semantic_segmentation INFO: Iters: 43000/150000 || Lr: 0.014757 || Task Loss: 0.2726 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:49:54 || Estimated Time: 2 days, 1:20:55
2023-08-05 08:00:25,942 semantic_segmentation INFO: Iters: 43010/150000 || Lr: 0.014756 || Task Loss: 0.2381 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:50:10 || Estimated Time: 2 days, 1:20:36
2023-08-05 08:00:41,803 semantic_segmentation INFO: Iters: 43020/150000 || Lr: 0.014754 || Task Loss: 0.4356 || KD Loss: 0.1650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:50:26 || Estimated Time: 2 days, 1:20:18
2023-08-05 08:00:57,680 semantic_segmentation INFO: Iters: 43030/150000 || Lr: 0.014753 || Task Loss: 0.2360 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:19:59
2023-08-05 08:01:13,562 semantic_segmentation INFO: Iters: 43040/150000 || Lr: 0.014752 || Task Loss: 0.3847 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:50:58 || Estimated Time: 2 days, 1:19:41
2023-08-05 08:01:29,472 semantic_segmentation INFO: Iters: 43050/150000 || Lr: 0.014751 || Task Loss: 0.2255 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:51:14 || Estimated Time: 2 days, 1:19:23
2023-08-05 08:01:45,365 semantic_segmentation INFO: Iters: 43060/150000 || Lr: 0.014750 || Task Loss: 0.2916 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:51:29 || Estimated Time: 2 days, 1:19:04
2023-08-05 08:02:01,241 semantic_segmentation INFO: Iters: 43070/150000 || Lr: 0.014748 || Task Loss: 0.2033 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:51:45 || Estimated Time: 2 days, 1:18:46
2023-08-05 08:02:17,097 semantic_segmentation INFO: Iters: 43080/150000 || Lr: 0.014747 || Task Loss: 0.2518 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:52:01 || Estimated Time: 2 days, 1:18:27
2023-08-05 08:02:32,951 semantic_segmentation INFO: Iters: 43090/150000 || Lr: 0.014746 || Task Loss: 0.4902 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:52:17 || Estimated Time: 2 days, 1:18:09
2023-08-05 08:02:48,802 semantic_segmentation INFO: Iters: 43100/150000 || Lr: 0.014745 || Task Loss: 0.2310 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:52:33 || Estimated Time: 2 days, 1:17:50
2023-08-05 08:03:04,658 semantic_segmentation INFO: Iters: 43110/150000 || Lr: 0.014743 || Task Loss: 0.2966 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:52:49 || Estimated Time: 2 days, 1:17:32
2023-08-05 08:03:20,516 semantic_segmentation INFO: Iters: 43120/150000 || Lr: 0.014742 || Task Loss: 0.1759 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:53:05 || Estimated Time: 2 days, 1:17:13
2023-08-05 08:03:36,394 semantic_segmentation INFO: Iters: 43130/150000 || Lr: 0.014741 || Task Loss: 0.2448 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:53:20 || Estimated Time: 2 days, 1:16:55
2023-08-05 08:03:52,270 semantic_segmentation INFO: Iters: 43140/150000 || Lr: 0.014740 || Task Loss: 0.2349 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:53:36 || Estimated Time: 2 days, 1:16:37
2023-08-05 08:04:08,137 semantic_segmentation INFO: Iters: 43150/150000 || Lr: 0.014738 || Task Loss: 0.2335 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:53:52 || Estimated Time: 2 days, 1:16:18
2023-08-05 08:04:24,010 semantic_segmentation INFO: Iters: 43160/150000 || Lr: 0.014737 || Task Loss: 0.3940 || KD Loss: 0.1346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:54:08 || Estimated Time: 2 days, 1:16:00
2023-08-05 08:04:39,867 semantic_segmentation INFO: Iters: 43170/150000 || Lr: 0.014736 || Task Loss: 0.1938 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:54:24 || Estimated Time: 2 days, 1:15:41
2023-08-05 08:04:55,715 semantic_segmentation INFO: Iters: 43180/150000 || Lr: 0.014735 || Task Loss: 0.2092 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:15:23
2023-08-05 08:05:11,560 semantic_segmentation INFO: Iters: 43190/150000 || Lr: 0.014733 || Task Loss: 0.2801 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:54:56 || Estimated Time: 2 days, 1:15:05
2023-08-05 08:05:27,406 semantic_segmentation INFO: Iters: 43200/150000 || Lr: 0.014732 || Task Loss: 0.2016 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:55:11 || Estimated Time: 2 days, 1:14:46
2023-08-05 08:05:27,484 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 08:05:28,220 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.392
2023-08-05 08:05:28,353 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.472
2023-08-05 08:05:28,477 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.490
2023-08-05 08:05:28,595 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.509
2023-08-05 08:05:28,716 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.501
2023-08-05 08:05:28,832 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.504
2023-08-05 08:05:28,954 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.557
2023-08-05 08:05:29,071 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.593
2023-08-05 08:05:29,194 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.644
2023-08-05 08:05:29,310 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.697
2023-08-05 08:05:29,432 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.700
2023-08-05 08:05:29,548 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.694
2023-08-05 08:05:29,669 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.690
2023-08-05 08:05:29,787 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.687
2023-08-05 08:05:29,908 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.650
2023-08-05 08:05:30,024 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.643
2023-08-05 08:05:30,145 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.646
2023-08-05 08:05:30,261 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.650
2023-08-05 08:05:30,383 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.655
2023-08-05 08:05:30,500 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.663
2023-08-05 08:05:30,621 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.667
2023-08-05 08:05:30,740 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.696
2023-08-05 08:05:30,861 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.696
2023-08-05 08:05:30,978 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 08:05:31,100 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-05 08:05:31,217 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 08:05:31,337 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.700
2023-08-05 08:05:31,454 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 08:05:31,575 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 08:05:31,691 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 08:05:31,811 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 08:05:31,928 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 08:05:32,049 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.694
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2023-08-05 08:05:35,019 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.712
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2023-08-05 08:05:43,942 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.707
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2023-08-05 08:06:18,936 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 08:06:19,053 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 08:06:19,174 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 08:06:19,292 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 08:06:19,413 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 08:06:19,530 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 08:06:19,652 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:19,769 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:19,890 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:20,007 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:20,129 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:20,247 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:20,368 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:20,485 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:20,607 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:20,725 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:20,846 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:20,965 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:21,086 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:21,203 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:21,324 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:21,442 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 08:06:21,563 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 08:06:21,680 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 08:06:21,801 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 08:06:21,920 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 08:06:22,041 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 08:06:22,158 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 08:06:22,279 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.700
2023-08-05 08:06:22,398 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.700
2023-08-05 08:06:22,520 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 08:06:22,636 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 08:06:22,758 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 08:06:22,871 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 08:06:22,994 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 08:06:23,112 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:23,233 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:23,351 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:23,473 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:23,590 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:23,712 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:23,830 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 08:06:23,952 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 08:06:24,069 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:24,189 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:24,306 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:24,428 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:24,546 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:24,664 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:24,782 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:24,903 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 08:06:25,022 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:25,143 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:25,261 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:25,383 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 08:06:25,502 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 08:06:25,623 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 08:06:25,740 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:25,863 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 08:06:25,981 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:26,101 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:26,218 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:26,340 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:26,457 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:26,578 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:26,695 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 08:06:26,816 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 08:06:26,933 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 08:06:27,054 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 08:06:27,171 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 08:06:27,292 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 08:06:27,411 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 08:06:27,532 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 08:06:27,648 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 08:06:43,610 semantic_segmentation INFO: Iters: 43210/150000 || Lr: 0.014731 || Task Loss: 0.2030 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:56:28 || Estimated Time: 2 days, 1:16:57
2023-08-05 08:06:59,466 semantic_segmentation INFO: Iters: 43220/150000 || Lr: 0.014730 || Task Loss: 0.2104 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:56:44 || Estimated Time: 2 days, 1:16:38
2023-08-05 08:07:15,364 semantic_segmentation INFO: Iters: 43230/150000 || Lr: 0.014728 || Task Loss: 0.3149 || KD Loss: 0.2014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:56:59 || Estimated Time: 2 days, 1:16:20
2023-08-05 08:07:31,251 semantic_segmentation INFO: Iters: 43240/150000 || Lr: 0.014727 || Task Loss: 0.5798 || KD Loss: 0.2117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:57:15 || Estimated Time: 2 days, 1:16:01
2023-08-05 08:07:47,144 semantic_segmentation INFO: Iters: 43250/150000 || Lr: 0.014726 || Task Loss: 0.4904 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:57:31 || Estimated Time: 2 days, 1:15:43
2023-08-05 08:08:03,054 semantic_segmentation INFO: Iters: 43260/150000 || Lr: 0.014725 || Task Loss: 0.3209 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:57:47 || Estimated Time: 2 days, 1:15:25
2023-08-05 08:08:18,943 semantic_segmentation INFO: Iters: 43270/150000 || Lr: 0.014723 || Task Loss: 0.2119 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:58:03 || Estimated Time: 2 days, 1:15:06
2023-08-05 08:08:34,807 semantic_segmentation INFO: Iters: 43280/150000 || Lr: 0.014722 || Task Loss: 0.2517 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:58:19 || Estimated Time: 2 days, 1:14:48
2023-08-05 08:08:50,687 semantic_segmentation INFO: Iters: 43290/150000 || Lr: 0.014721 || Task Loss: 0.2214 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:58:35 || Estimated Time: 2 days, 1:14:29
2023-08-05 08:09:06,589 semantic_segmentation INFO: Iters: 43300/150000 || Lr: 0.014720 || Task Loss: 0.1953 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:58:51 || Estimated Time: 2 days, 1:14:11
2023-08-05 08:09:22,472 semantic_segmentation INFO: Iters: 43310/150000 || Lr: 0.014718 || Task Loss: 0.2494 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:59:07 || Estimated Time: 2 days, 1:13:53
2023-08-05 08:09:38,344 semantic_segmentation INFO: Iters: 43320/150000 || Lr: 0.014717 || Task Loss: 0.3082 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:59:22 || Estimated Time: 2 days, 1:13:34
2023-08-05 08:09:54,203 semantic_segmentation INFO: Iters: 43330/150000 || Lr: 0.014716 || Task Loss: 0.2478 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:59:38 || Estimated Time: 2 days, 1:13:16
2023-08-05 08:10:10,089 semantic_segmentation INFO: Iters: 43340/150000 || Lr: 0.014715 || Task Loss: 0.2174 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:59:54 || Estimated Time: 2 days, 1:12:57
2023-08-05 08:10:25,943 semantic_segmentation INFO: Iters: 43350/150000 || Lr: 0.014714 || Task Loss: 0.2332 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:00:10 || Estimated Time: 2 days, 1:12:39
2023-08-05 08:10:41,792 semantic_segmentation INFO: Iters: 43360/150000 || Lr: 0.014712 || Task Loss: 0.2285 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:00:26 || Estimated Time: 2 days, 1:12:20
2023-08-05 08:10:57,636 semantic_segmentation INFO: Iters: 43370/150000 || Lr: 0.014711 || Task Loss: 0.2518 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:00:42 || Estimated Time: 2 days, 1:12:02
2023-08-05 08:11:13,492 semantic_segmentation INFO: Iters: 43380/150000 || Lr: 0.014710 || Task Loss: 0.3135 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:00:58 || Estimated Time: 2 days, 1:11:43
2023-08-05 08:11:29,339 semantic_segmentation INFO: Iters: 43390/150000 || Lr: 0.014709 || Task Loss: 0.3999 || KD Loss: 0.2271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:01:13 || Estimated Time: 2 days, 1:11:25
2023-08-05 08:11:45,224 semantic_segmentation INFO: Iters: 43400/150000 || Lr: 0.014707 || Task Loss: 0.2811 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:01:29 || Estimated Time: 2 days, 1:11:07
2023-08-05 08:12:01,062 semantic_segmentation INFO: Iters: 43410/150000 || Lr: 0.014706 || Task Loss: 0.3832 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:01:45 || Estimated Time: 2 days, 1:10:48
2023-08-05 08:12:16,934 semantic_segmentation INFO: Iters: 43420/150000 || Lr: 0.014705 || Task Loss: 0.2161 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:02:01 || Estimated Time: 2 days, 1:10:30
2023-08-05 08:12:32,829 semantic_segmentation INFO: Iters: 43430/150000 || Lr: 0.014704 || Task Loss: 0.2714 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:02:17 || Estimated Time: 2 days, 1:10:11
2023-08-05 08:12:48,717 semantic_segmentation INFO: Iters: 43440/150000 || Lr: 0.014702 || Task Loss: 0.2424 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:02:33 || Estimated Time: 2 days, 1:09:53
2023-08-05 08:13:04,621 semantic_segmentation INFO: Iters: 43450/150000 || Lr: 0.014701 || Task Loss: 0.3205 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:02:49 || Estimated Time: 2 days, 1:09:35
2023-08-05 08:13:20,556 semantic_segmentation INFO: Iters: 43460/150000 || Lr: 0.014700 || Task Loss: 0.2312 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:03:05 || Estimated Time: 2 days, 1:09:16
2023-08-05 08:13:36,473 semantic_segmentation INFO: Iters: 43470/150000 || Lr: 0.014699 || Task Loss: 0.3133 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:03:21 || Estimated Time: 2 days, 1:08:58
2023-08-05 08:13:52,411 semantic_segmentation INFO: Iters: 43480/150000 || Lr: 0.014697 || Task Loss: 0.3435 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:08:40
2023-08-05 08:14:08,351 semantic_segmentation INFO: Iters: 43490/150000 || Lr: 0.014696 || Task Loss: 0.4700 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:03:52 || Estimated Time: 2 days, 1:08:22
2023-08-05 08:14:24,267 semantic_segmentation INFO: Iters: 43500/150000 || Lr: 0.014695 || Task Loss: 0.1701 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:04:08 || Estimated Time: 2 days, 1:08:03
2023-08-05 08:14:40,197 semantic_segmentation INFO: Iters: 43510/150000 || Lr: 0.014694 || Task Loss: 0.3801 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:04:24 || Estimated Time: 2 days, 1:07:45
2023-08-05 08:14:56,096 semantic_segmentation INFO: Iters: 43520/150000 || Lr: 0.014692 || Task Loss: 0.2464 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:04:40 || Estimated Time: 2 days, 1:07:27
2023-08-05 08:15:11,999 semantic_segmentation INFO: Iters: 43530/150000 || Lr: 0.014691 || Task Loss: 0.1749 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:04:56 || Estimated Time: 2 days, 1:07:08
2023-08-05 08:15:27,871 semantic_segmentation INFO: Iters: 43540/150000 || Lr: 0.014690 || Task Loss: 0.2365 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:05:12 || Estimated Time: 2 days, 1:06:50
2023-08-05 08:15:43,744 semantic_segmentation INFO: Iters: 43550/150000 || Lr: 0.014689 || Task Loss: 0.3556 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:05:28 || Estimated Time: 2 days, 1:06:31
2023-08-05 08:15:59,631 semantic_segmentation INFO: Iters: 43560/150000 || Lr: 0.014687 || Task Loss: 0.2168 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:05:44 || Estimated Time: 2 days, 1:06:13
2023-08-05 08:16:15,523 semantic_segmentation INFO: Iters: 43570/150000 || Lr: 0.014686 || Task Loss: 0.2247 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:06:00 || Estimated Time: 2 days, 1:05:55
2023-08-05 08:16:31,435 semantic_segmentation INFO: Iters: 43580/150000 || Lr: 0.014685 || Task Loss: 0.2075 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:06:15 || Estimated Time: 2 days, 1:05:36
2023-08-05 08:16:47,335 semantic_segmentation INFO: Iters: 43590/150000 || Lr: 0.014684 || Task Loss: 0.4087 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:06:31 || Estimated Time: 2 days, 1:05:18
2023-08-05 08:17:03,202 semantic_segmentation INFO: Iters: 43600/150000 || Lr: 0.014682 || Task Loss: 0.2826 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:06:47 || Estimated Time: 2 days, 1:05:00
2023-08-05 08:17:19,063 semantic_segmentation INFO: Iters: 43610/150000 || Lr: 0.014681 || Task Loss: 0.2101 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:07:03 || Estimated Time: 2 days, 1:04:41
2023-08-05 08:17:34,911 semantic_segmentation INFO: Iters: 43620/150000 || Lr: 0.014680 || Task Loss: 0.2331 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:07:19 || Estimated Time: 2 days, 1:04:23
2023-08-05 08:17:50,756 semantic_segmentation INFO: Iters: 43630/150000 || Lr: 0.014679 || Task Loss: 0.2498 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:07:35 || Estimated Time: 2 days, 1:04:04
2023-08-05 08:18:06,648 semantic_segmentation INFO: Iters: 43640/150000 || Lr: 0.014677 || Task Loss: 0.2646 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 1:03:46
2023-08-05 08:18:22,543 semantic_segmentation INFO: Iters: 43650/150000 || Lr: 0.014676 || Task Loss: 0.4131 || KD Loss: 0.2354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:08:07 || Estimated Time: 2 days, 1:03:28
2023-08-05 08:18:38,423 semantic_segmentation INFO: Iters: 43660/150000 || Lr: 0.014675 || Task Loss: 0.2659 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:08:22 || Estimated Time: 2 days, 1:03:09
2023-08-05 08:18:54,324 semantic_segmentation INFO: Iters: 43670/150000 || Lr: 0.014674 || Task Loss: 0.3336 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:08:38 || Estimated Time: 2 days, 1:02:51
2023-08-05 08:19:10,213 semantic_segmentation INFO: Iters: 43680/150000 || Lr: 0.014673 || Task Loss: 0.4519 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:08:54 || Estimated Time: 2 days, 1:02:33
2023-08-05 08:19:26,109 semantic_segmentation INFO: Iters: 43690/150000 || Lr: 0.014671 || Task Loss: 0.3884 || KD Loss: 0.1751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:09:10 || Estimated Time: 2 days, 1:02:14
2023-08-05 08:19:42,001 semantic_segmentation INFO: Iters: 43700/150000 || Lr: 0.014670 || Task Loss: 0.2894 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:09:26 || Estimated Time: 2 days, 1:01:56
2023-08-05 08:19:57,884 semantic_segmentation INFO: Iters: 43710/150000 || Lr: 0.014669 || Task Loss: 0.5837 || KD Loss: 0.3638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:09:42 || Estimated Time: 2 days, 1:01:38
2023-08-05 08:20:13,761 semantic_segmentation INFO: Iters: 43720/150000 || Lr: 0.014668 || Task Loss: 0.2918 || KD Loss: 0.1737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:09:58 || Estimated Time: 2 days, 1:01:19
2023-08-05 08:20:29,635 semantic_segmentation INFO: Iters: 43730/150000 || Lr: 0.014666 || Task Loss: 0.2133 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:10:14 || Estimated Time: 2 days, 1:01:01
2023-08-05 08:20:45,478 semantic_segmentation INFO: Iters: 43740/150000 || Lr: 0.014665 || Task Loss: 0.2090 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:10:30 || Estimated Time: 2 days, 1:00:42
2023-08-05 08:21:01,343 semantic_segmentation INFO: Iters: 43750/150000 || Lr: 0.014664 || Task Loss: 0.2250 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:10:45 || Estimated Time: 2 days, 1:00:24
2023-08-05 08:21:17,203 semantic_segmentation INFO: Iters: 43760/150000 || Lr: 0.014663 || Task Loss: 0.1430 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:11:01 || Estimated Time: 2 days, 1:00:06
2023-08-05 08:21:33,048 semantic_segmentation INFO: Iters: 43770/150000 || Lr: 0.014661 || Task Loss: 0.2064 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:11:17 || Estimated Time: 2 days, 0:59:47
2023-08-05 08:21:48,938 semantic_segmentation INFO: Iters: 43780/150000 || Lr: 0.014660 || Task Loss: 0.2011 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:11:33 || Estimated Time: 2 days, 0:59:29
2023-08-05 08:22:04,837 semantic_segmentation INFO: Iters: 43790/150000 || Lr: 0.014659 || Task Loss: 0.2451 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:59:10
2023-08-05 08:22:20,701 semantic_segmentation INFO: Iters: 43800/150000 || Lr: 0.014658 || Task Loss: 0.3913 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:58:52
2023-08-05 08:22:36,592 semantic_segmentation INFO: Iters: 43810/150000 || Lr: 0.014656 || Task Loss: 0.3382 || KD Loss: 0.2243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:12:21 || Estimated Time: 2 days, 0:58:34
2023-08-05 08:22:52,469 semantic_segmentation INFO: Iters: 43820/150000 || Lr: 0.014655 || Task Loss: 0.2486 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:12:37 || Estimated Time: 2 days, 0:58:15
2023-08-05 08:23:08,351 semantic_segmentation INFO: Iters: 43830/150000 || Lr: 0.014654 || Task Loss: 0.1882 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:12:52 || Estimated Time: 2 days, 0:57:57
2023-08-05 08:23:24,238 semantic_segmentation INFO: Iters: 43840/150000 || Lr: 0.014653 || Task Loss: 0.1863 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:13:08 || Estimated Time: 2 days, 0:57:39
2023-08-05 08:23:40,099 semantic_segmentation INFO: Iters: 43850/150000 || Lr: 0.014651 || Task Loss: 0.2906 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:13:24 || Estimated Time: 2 days, 0:57:20
2023-08-05 08:23:55,988 semantic_segmentation INFO: Iters: 43860/150000 || Lr: 0.014650 || Task Loss: 0.3783 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:13:40 || Estimated Time: 2 days, 0:57:02
2023-08-05 08:24:11,871 semantic_segmentation INFO: Iters: 43870/150000 || Lr: 0.014649 || Task Loss: 0.2369 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:13:56 || Estimated Time: 2 days, 0:56:44
2023-08-05 08:24:27,743 semantic_segmentation INFO: Iters: 43880/150000 || Lr: 0.014648 || Task Loss: 0.2843 || KD Loss: 0.1531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:14:12 || Estimated Time: 2 days, 0:56:25
2023-08-05 08:24:43,630 semantic_segmentation INFO: Iters: 43890/150000 || Lr: 0.014646 || Task Loss: 0.2957 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:14:28 || Estimated Time: 2 days, 0:56:07
2023-08-05 08:24:59,511 semantic_segmentation INFO: Iters: 43900/150000 || Lr: 0.014645 || Task Loss: 0.3041 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:14:44 || Estimated Time: 2 days, 0:55:48
2023-08-05 08:25:15,352 semantic_segmentation INFO: Iters: 43910/150000 || Lr: 0.014644 || Task Loss: 0.1997 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:14:59 || Estimated Time: 2 days, 0:55:30
2023-08-05 08:25:31,190 semantic_segmentation INFO: Iters: 43920/150000 || Lr: 0.014643 || Task Loss: 0.1642 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:15:15 || Estimated Time: 2 days, 0:55:12
2023-08-05 08:25:47,044 semantic_segmentation INFO: Iters: 43930/150000 || Lr: 0.014641 || Task Loss: 0.2117 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:15:31 || Estimated Time: 2 days, 0:54:53
2023-08-05 08:26:02,911 semantic_segmentation INFO: Iters: 43940/150000 || Lr: 0.014640 || Task Loss: 0.2588 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:54:35
2023-08-05 08:26:18,770 semantic_segmentation INFO: Iters: 43950/150000 || Lr: 0.014639 || Task Loss: 0.2287 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:16:03 || Estimated Time: 2 days, 0:54:16
2023-08-05 08:26:34,610 semantic_segmentation INFO: Iters: 43960/150000 || Lr: 0.014638 || Task Loss: 0.5313 || KD Loss: 0.1802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:16:19 || Estimated Time: 2 days, 0:53:58
2023-08-05 08:26:50,482 semantic_segmentation INFO: Iters: 43970/150000 || Lr: 0.014637 || Task Loss: 0.2529 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:16:35 || Estimated Time: 2 days, 0:53:40
2023-08-05 08:27:06,371 semantic_segmentation INFO: Iters: 43980/150000 || Lr: 0.014635 || Task Loss: 0.5311 || KD Loss: 0.2737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:16:50 || Estimated Time: 2 days, 0:53:21
2023-08-05 08:27:22,233 semantic_segmentation INFO: Iters: 43990/150000 || Lr: 0.014634 || Task Loss: 0.2914 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:17:06 || Estimated Time: 2 days, 0:53:03
2023-08-05 08:27:38,109 semantic_segmentation INFO: Iters: 44000/150000 || Lr: 0.014633 || Task Loss: 0.2530 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:17:22 || Estimated Time: 2 days, 0:52:45
2023-08-05 08:27:38,188 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 08:27:38,997 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.937, mIoU: 0.378
2023-08-05 08:27:39,117 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.478
2023-08-05 08:27:39,239 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.496
2023-08-05 08:27:39,356 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.531
2023-08-05 08:27:39,478 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.520
2023-08-05 08:27:39,595 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.519
2023-08-05 08:27:39,716 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.564
2023-08-05 08:27:39,834 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.562
2023-08-05 08:27:39,954 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.609
2023-08-05 08:27:40,071 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.660
2023-08-05 08:27:40,192 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.664
2023-08-05 08:27:40,309 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.674
2023-08-05 08:27:40,429 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.673
2023-08-05 08:27:40,546 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.658
2023-08-05 08:27:40,666 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.636
2023-08-05 08:27:40,784 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.624
2023-08-05 08:27:40,904 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.626
2023-08-05 08:27:41,021 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.628
2023-08-05 08:27:41,142 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.630
2023-08-05 08:27:41,260 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.638
2023-08-05 08:27:41,382 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.641
2023-08-05 08:27:41,500 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.667
2023-08-05 08:27:41,621 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.670
2023-08-05 08:27:41,739 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.677
2023-08-05 08:27:41,860 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 08:27:41,976 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 08:27:42,096 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.680
2023-08-05 08:27:42,213 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.678
2023-08-05 08:27:42,333 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.678
2023-08-05 08:27:42,450 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.673
2023-08-05 08:27:42,570 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.672
2023-08-05 08:27:42,687 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.671
2023-08-05 08:27:42,809 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.673
2023-08-05 08:27:42,925 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.670
2023-08-05 08:27:43,046 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.672
2023-08-05 08:27:43,163 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.672
2023-08-05 08:27:43,284 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.669
2023-08-05 08:27:43,401 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.669
2023-08-05 08:27:43,520 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 08:27:43,636 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 08:27:43,758 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.665
2023-08-05 08:27:43,877 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.664
2023-08-05 08:27:43,997 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 08:27:44,114 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 08:27:44,236 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 08:27:44,354 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.664
2023-08-05 08:27:44,475 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-05 08:27:44,592 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.663
2023-08-05 08:27:44,712 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 08:27:44,830 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 08:27:44,951 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-05 08:27:45,068 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 08:27:45,189 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 08:27:45,306 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.676
2023-08-05 08:27:45,426 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.675
2023-08-05 08:27:45,543 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.676
2023-08-05 08:27:45,664 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.676
2023-08-05 08:27:45,782 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.683
2023-08-05 08:27:45,902 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.687
2023-08-05 08:27:46,018 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 08:27:46,141 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.687
2023-08-05 08:27:46,259 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.689
2023-08-05 08:27:46,380 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.688
2023-08-05 08:27:46,496 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.688
2023-08-05 08:27:46,617 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.687
2023-08-05 08:27:46,733 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.688
2023-08-05 08:27:46,854 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.685
2023-08-05 08:27:46,970 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.685
2023-08-05 08:27:47,091 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.684
2023-08-05 08:27:47,208 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.683
2023-08-05 08:27:47,330 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.683
2023-08-05 08:27:47,447 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.682
2023-08-05 08:27:47,567 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 08:27:47,684 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 08:27:47,805 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 08:27:47,922 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 08:27:48,043 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 08:27:48,158 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 08:27:48,278 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 08:27:48,396 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.684
2023-08-05 08:27:48,516 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.685
2023-08-05 08:27:48,632 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.684
2023-08-05 08:27:48,753 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.684
2023-08-05 08:27:48,870 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 08:27:48,989 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.678
2023-08-05 08:27:49,106 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.677
2023-08-05 08:27:49,227 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.678
2023-08-05 08:27:49,345 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.678
2023-08-05 08:27:49,465 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.677
2023-08-05 08:27:49,582 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.677
2023-08-05 08:27:49,704 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.678
2023-08-05 08:27:49,824 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.677
2023-08-05 08:27:49,944 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.676
2023-08-05 08:27:50,060 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.677
2023-08-05 08:27:50,182 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.677
2023-08-05 08:27:50,300 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.677
2023-08-05 08:27:50,420 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.677
2023-08-05 08:27:50,537 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.677
2023-08-05 08:27:50,657 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.677
2023-08-05 08:27:50,774 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.677
2023-08-05 08:27:50,894 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.676
2023-08-05 08:27:51,010 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.675
2023-08-05 08:27:51,131 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.675
2023-08-05 08:27:51,248 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.675
2023-08-05 08:27:51,369 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.675
2023-08-05 08:27:51,485 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.675
2023-08-05 08:27:51,606 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.675
2023-08-05 08:27:51,723 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.677
2023-08-05 08:27:51,845 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.676
2023-08-05 08:27:51,961 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.675
2023-08-05 08:27:52,082 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.675
2023-08-05 08:27:52,198 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.675
2023-08-05 08:27:52,319 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.675
2023-08-05 08:27:52,436 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.674
2023-08-05 08:27:52,558 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.932, mIoU: 0.674
2023-08-05 08:27:52,675 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.674
2023-08-05 08:27:52,796 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.677
2023-08-05 08:27:52,913 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.677
2023-08-05 08:27:53,033 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.673
2023-08-05 08:27:53,150 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.673
2023-08-05 08:27:53,271 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.672
2023-08-05 08:27:53,389 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.672
2023-08-05 08:27:53,509 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.672
2023-08-05 08:27:53,625 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.674
2023-08-05 08:27:53,746 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.674
2023-08-05 08:27:53,863 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.674
2023-08-05 08:27:53,983 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.674
2023-08-05 08:27:54,100 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.674
2023-08-05 08:27:54,221 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.674
2023-08-05 08:27:54,338 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.674
2023-08-05 08:27:54,459 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.673
2023-08-05 08:27:54,575 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.673
2023-08-05 08:27:54,695 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.673
2023-08-05 08:27:54,814 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.673
2023-08-05 08:27:54,934 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.673
2023-08-05 08:27:55,051 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.673
2023-08-05 08:27:55,172 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.673
2023-08-05 08:27:55,289 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.932, mIoU: 0.671
2023-08-05 08:27:55,409 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.932, mIoU: 0.671
2023-08-05 08:27:55,526 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.932, mIoU: 0.673
2023-08-05 08:27:55,646 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.932, mIoU: 0.673
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2023-08-05 08:28:19,052 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.935, mIoU: 0.663
2023-08-05 08:28:19,175 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.935, mIoU: 0.664
2023-08-05 08:28:19,292 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.935, mIoU: 0.664
2023-08-05 08:28:19,413 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.935, mIoU: 0.664
2023-08-05 08:28:19,531 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.935, mIoU: 0.665
2023-08-05 08:28:19,652 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.935, mIoU: 0.665
2023-08-05 08:28:19,769 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.936, mIoU: 0.664
2023-08-05 08:28:19,892 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 08:28:20,008 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 08:28:20,130 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 08:28:20,246 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 08:28:20,368 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 08:28:20,486 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 08:28:20,609 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 08:28:20,727 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.936, mIoU: 0.665
2023-08-05 08:28:20,849 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 08:28:20,966 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 08:28:21,088 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 08:28:21,205 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 08:28:21,327 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 08:28:21,447 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.936, mIoU: 0.666
2023-08-05 08:28:21,574 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 08:28:21,692 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 08:28:21,813 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 08:28:21,931 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 08:28:22,053 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 08:28:22,170 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 08:28:22,292 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 08:28:22,411 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 08:28:22,532 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 08:28:22,650 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 08:28:22,771 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 08:28:22,889 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 08:28:23,011 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.937, mIoU: 0.669
2023-08-05 08:28:23,128 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-05 08:28:23,249 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-05 08:28:23,367 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-05 08:28:23,487 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-05 08:28:23,605 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-05 08:28:23,726 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-05 08:28:23,844 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 08:28:23,965 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 08:28:24,083 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 08:28:24,204 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 08:28:24,321 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 08:28:24,442 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 08:28:24,559 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 08:28:24,680 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.938, mIoU: 0.671
2023-08-05 08:28:24,798 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.938, mIoU: 0.672
2023-08-05 08:28:24,921 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-05 08:28:25,038 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 08:28:25,160 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 08:28:25,277 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 08:28:25,400 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:25,518 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:25,639 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:25,755 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:25,877 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:25,994 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:26,116 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:26,233 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:26,355 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:26,472 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 08:28:26,593 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:26,710 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:26,833 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:26,951 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-05 08:28:27,071 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:27,188 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:27,310 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:27,427 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:27,548 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:27,666 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:27,789 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 08:28:27,906 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 08:28:28,027 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 08:28:28,145 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 08:28:28,267 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 08:28:28,386 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 08:28:28,507 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 08:28:28,623 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 08:28:28,745 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-05 08:28:28,863 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-05 08:28:28,984 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:29,102 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:29,223 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:29,341 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:29,462 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:29,579 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:29,701 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:29,819 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:29,940 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:30,058 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:30,179 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:30,296 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:30,418 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:30,535 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:30,657 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 08:28:30,773 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 08:28:30,895 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 08:28:31,013 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 08:28:31,135 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 08:28:31,254 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 08:28:31,376 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 08:28:31,492 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 08:28:31,614 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 08:28:31,731 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 08:28:31,853 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 08:28:31,970 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 08:28:32,092 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 08:28:32,210 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 08:28:32,331 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 08:28:32,449 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 08:28:32,570 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 08:28:32,687 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 08:28:32,808 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-05 08:28:32,925 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-05 08:28:33,047 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-05 08:28:33,164 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-05 08:28:33,285 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:33,404 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:33,525 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:33,639 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:33,760 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:33,879 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 08:28:34,001 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 08:28:34,119 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 08:28:34,240 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 08:28:34,358 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 08:28:34,480 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 08:28:34,597 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 08:28:34,718 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 08:28:34,836 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 08:28:34,957 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:35,074 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:35,196 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:35,313 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:35,433 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:35,551 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:35,673 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:35,792 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:35,914 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:36,031 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:36,152 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 08:28:36,270 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.678
2023-08-05 08:28:36,393 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.678
2023-08-05 08:28:36,510 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-05 08:28:36,631 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-05 08:28:36,748 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-05 08:28:36,871 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-05 08:28:36,990 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-05 08:28:37,111 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-05 08:28:37,227 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-05 08:28:37,349 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:37,466 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:37,587 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:37,704 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:37,825 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:37,942 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:38,063 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:38,179 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:38,302 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:38,420 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 08:28:54,373 semantic_segmentation INFO: Iters: 44010/150000 || Lr: 0.014632 || Task Loss: 0.2906 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:18:38 || Estimated Time: 2 days, 0:54:52
2023-08-05 08:29:10,219 semantic_segmentation INFO: Iters: 44020/150000 || Lr: 0.014630 || Task Loss: 0.1979 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:54:33
2023-08-05 08:29:26,123 semantic_segmentation INFO: Iters: 44030/150000 || Lr: 0.014629 || Task Loss: 0.3610 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:19:10 || Estimated Time: 2 days, 0:54:15
2023-08-05 08:29:42,003 semantic_segmentation INFO: Iters: 44040/150000 || Lr: 0.014628 || Task Loss: 0.3217 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:19:26 || Estimated Time: 2 days, 0:53:57
2023-08-05 08:29:57,900 semantic_segmentation INFO: Iters: 44050/150000 || Lr: 0.014627 || Task Loss: 0.3400 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:19:42 || Estimated Time: 2 days, 0:53:38
2023-08-05 08:30:13,783 semantic_segmentation INFO: Iters: 44060/150000 || Lr: 0.014625 || Task Loss: 0.2137 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:19:58 || Estimated Time: 2 days, 0:53:20
2023-08-05 08:30:29,657 semantic_segmentation INFO: Iters: 44070/150000 || Lr: 0.014624 || Task Loss: 0.1256 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:20:14 || Estimated Time: 2 days, 0:53:01
2023-08-05 08:30:45,534 semantic_segmentation INFO: Iters: 44080/150000 || Lr: 0.014623 || Task Loss: 0.4335 || KD Loss: 0.1430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:20:30 || Estimated Time: 2 days, 0:52:43
2023-08-05 08:31:01,428 semantic_segmentation INFO: Iters: 44090/150000 || Lr: 0.014622 || Task Loss: 0.1600 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:20:45 || Estimated Time: 2 days, 0:52:25
2023-08-05 08:31:17,333 semantic_segmentation INFO: Iters: 44100/150000 || Lr: 0.014620 || Task Loss: 0.3268 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:01 || Estimated Time: 2 days, 0:52:06
2023-08-05 08:31:33,209 semantic_segmentation INFO: Iters: 44110/150000 || Lr: 0.014619 || Task Loss: 0.2590 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:17 || Estimated Time: 2 days, 0:51:48
2023-08-05 08:31:49,088 semantic_segmentation INFO: Iters: 44120/150000 || Lr: 0.014618 || Task Loss: 0.2497 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:33 || Estimated Time: 2 days, 0:51:30
2023-08-05 08:32:04,976 semantic_segmentation INFO: Iters: 44130/150000 || Lr: 0.014617 || Task Loss: 0.2233 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:49 || Estimated Time: 2 days, 0:51:11
2023-08-05 08:32:20,824 semantic_segmentation INFO: Iters: 44140/150000 || Lr: 0.014615 || Task Loss: 0.1658 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:50:53
2023-08-05 08:32:36,693 semantic_segmentation INFO: Iters: 44150/150000 || Lr: 0.014614 || Task Loss: 0.2382 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:22:21 || Estimated Time: 2 days, 0:50:34
2023-08-05 08:32:52,545 semantic_segmentation INFO: Iters: 44160/150000 || Lr: 0.014613 || Task Loss: 0.1883 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:22:37 || Estimated Time: 2 days, 0:50:16
2023-08-05 08:33:08,427 semantic_segmentation INFO: Iters: 44170/150000 || Lr: 0.014612 || Task Loss: 0.2395 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:22:52 || Estimated Time: 2 days, 0:49:58
2023-08-05 08:33:24,300 semantic_segmentation INFO: Iters: 44180/150000 || Lr: 0.014610 || Task Loss: 0.3405 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:23:08 || Estimated Time: 2 days, 0:49:39
2023-08-05 08:33:40,189 semantic_segmentation INFO: Iters: 44190/150000 || Lr: 0.014609 || Task Loss: 0.1462 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:23:24 || Estimated Time: 2 days, 0:49:21
2023-08-05 08:33:56,057 semantic_segmentation INFO: Iters: 44200/150000 || Lr: 0.014608 || Task Loss: 0.4913 || KD Loss: 0.1544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:23:40 || Estimated Time: 2 days, 0:49:03
2023-08-05 08:34:11,944 semantic_segmentation INFO: Iters: 44210/150000 || Lr: 0.014607 || Task Loss: 0.1976 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:23:56 || Estimated Time: 2 days, 0:48:44
2023-08-05 08:34:27,809 semantic_segmentation INFO: Iters: 44220/150000 || Lr: 0.014605 || Task Loss: 0.1519 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:12 || Estimated Time: 2 days, 0:48:26
2023-08-05 08:34:43,681 semantic_segmentation INFO: Iters: 44230/150000 || Lr: 0.014604 || Task Loss: 0.2552 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:28 || Estimated Time: 2 days, 0:48:07
2023-08-05 08:34:59,577 semantic_segmentation INFO: Iters: 44240/150000 || Lr: 0.014603 || Task Loss: 0.3706 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:44 || Estimated Time: 2 days, 0:47:49
2023-08-05 08:35:15,465 semantic_segmentation INFO: Iters: 44250/150000 || Lr: 0.014602 || Task Loss: 0.1874 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:25:00 || Estimated Time: 2 days, 0:47:31
2023-08-05 08:35:31,328 semantic_segmentation INFO: Iters: 44260/150000 || Lr: 0.014600 || Task Loss: 0.3127 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:25:15 || Estimated Time: 2 days, 0:47:12
2023-08-05 08:35:47,202 semantic_segmentation INFO: Iters: 44270/150000 || Lr: 0.014599 || Task Loss: 0.2606 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:25:31 || Estimated Time: 2 days, 0:46:54
2023-08-05 08:36:03,107 semantic_segmentation INFO: Iters: 44280/150000 || Lr: 0.014598 || Task Loss: 0.1944 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:25:47 || Estimated Time: 2 days, 0:46:36
2023-08-05 08:36:18,960 semantic_segmentation INFO: Iters: 44290/150000 || Lr: 0.014597 || Task Loss: 0.2434 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:26:03 || Estimated Time: 2 days, 0:46:17
2023-08-05 08:36:34,802 semantic_segmentation INFO: Iters: 44300/150000 || Lr: 0.014596 || Task Loss: 0.2818 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:26:19 || Estimated Time: 2 days, 0:45:59
2023-08-05 08:36:50,692 semantic_segmentation INFO: Iters: 44310/150000 || Lr: 0.014594 || Task Loss: 0.3125 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:26:35 || Estimated Time: 2 days, 0:45:41
2023-08-05 08:37:06,601 semantic_segmentation INFO: Iters: 44320/150000 || Lr: 0.014593 || Task Loss: 0.2431 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:26:51 || Estimated Time: 2 days, 0:45:22
2023-08-05 08:37:22,498 semantic_segmentation INFO: Iters: 44330/150000 || Lr: 0.014592 || Task Loss: 0.2617 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:07 || Estimated Time: 2 days, 0:45:04
2023-08-05 08:37:38,405 semantic_segmentation INFO: Iters: 44340/150000 || Lr: 0.014591 || Task Loss: 0.3586 || KD Loss: 0.1806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:22 || Estimated Time: 2 days, 0:44:46
2023-08-05 08:37:54,312 semantic_segmentation INFO: Iters: 44350/150000 || Lr: 0.014589 || Task Loss: 0.1868 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:38 || Estimated Time: 2 days, 0:44:27
2023-08-05 08:38:10,219 semantic_segmentation INFO: Iters: 44360/150000 || Lr: 0.014588 || Task Loss: 0.2875 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:54 || Estimated Time: 2 days, 0:44:09
2023-08-05 08:38:26,118 semantic_segmentation INFO: Iters: 44370/150000 || Lr: 0.014587 || Task Loss: 0.2706 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:28:10 || Estimated Time: 2 days, 0:43:51
2023-08-05 08:38:42,033 semantic_segmentation INFO: Iters: 44380/150000 || Lr: 0.014586 || Task Loss: 0.2365 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:28:26 || Estimated Time: 2 days, 0:43:33
2023-08-05 08:38:57,953 semantic_segmentation INFO: Iters: 44390/150000 || Lr: 0.014584 || Task Loss: 0.3168 || KD Loss: 0.1234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:28:42 || Estimated Time: 2 days, 0:43:14
2023-08-05 08:39:13,863 semantic_segmentation INFO: Iters: 44400/150000 || Lr: 0.014583 || Task Loss: 0.5155 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:28:58 || Estimated Time: 2 days, 0:42:56
2023-08-05 08:39:29,783 semantic_segmentation INFO: Iters: 44410/150000 || Lr: 0.014582 || Task Loss: 0.1557 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:42:38
2023-08-05 08:39:45,701 semantic_segmentation INFO: Iters: 44420/150000 || Lr: 0.014581 || Task Loss: 0.4984 || KD Loss: 0.2156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:29:30 || Estimated Time: 2 days, 0:42:20
2023-08-05 08:40:01,577 semantic_segmentation INFO: Iters: 44430/150000 || Lr: 0.014579 || Task Loss: 0.1787 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:29:46 || Estimated Time: 2 days, 0:42:01
2023-08-05 08:40:17,474 semantic_segmentation INFO: Iters: 44440/150000 || Lr: 0.014578 || Task Loss: 0.1616 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:30:02 || Estimated Time: 2 days, 0:41:43
2023-08-05 08:40:33,373 semantic_segmentation INFO: Iters: 44450/150000 || Lr: 0.014577 || Task Loss: 0.2945 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:30:17 || Estimated Time: 2 days, 0:41:25
2023-08-05 08:40:49,268 semantic_segmentation INFO: Iters: 44460/150000 || Lr: 0.014576 || Task Loss: 0.2236 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:30:33 || Estimated Time: 2 days, 0:41:06
2023-08-05 08:41:05,152 semantic_segmentation INFO: Iters: 44470/150000 || Lr: 0.014574 || Task Loss: 0.3126 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:30:49 || Estimated Time: 2 days, 0:40:48
2023-08-05 08:41:21,057 semantic_segmentation INFO: Iters: 44480/150000 || Lr: 0.014573 || Task Loss: 0.2352 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:31:05 || Estimated Time: 2 days, 0:40:30
2023-08-05 08:41:36,946 semantic_segmentation INFO: Iters: 44490/150000 || Lr: 0.014572 || Task Loss: 0.2838 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:31:21 || Estimated Time: 2 days, 0:40:11
2023-08-05 08:41:52,855 semantic_segmentation INFO: Iters: 44500/150000 || Lr: 0.014571 || Task Loss: 0.2141 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:31:37 || Estimated Time: 2 days, 0:39:53
2023-08-05 08:42:08,735 semantic_segmentation INFO: Iters: 44510/150000 || Lr: 0.014569 || Task Loss: 0.1837 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:31:53 || Estimated Time: 2 days, 0:39:35
2023-08-05 08:42:24,607 semantic_segmentation INFO: Iters: 44520/150000 || Lr: 0.014568 || Task Loss: 0.4474 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:32:09 || Estimated Time: 2 days, 0:39:17
2023-08-05 08:42:40,487 semantic_segmentation INFO: Iters: 44530/150000 || Lr: 0.014567 || Task Loss: 0.3804 || KD Loss: 0.1497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:32:25 || Estimated Time: 2 days, 0:38:58
2023-08-05 08:42:56,364 semantic_segmentation INFO: Iters: 44540/150000 || Lr: 0.014566 || Task Loss: 0.2319 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:32:40 || Estimated Time: 2 days, 0:38:40
2023-08-05 08:43:12,217 semantic_segmentation INFO: Iters: 44550/150000 || Lr: 0.014564 || Task Loss: 0.2834 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:38:21
2023-08-05 08:43:28,089 semantic_segmentation INFO: Iters: 44560/150000 || Lr: 0.014563 || Task Loss: 0.1733 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:33:12 || Estimated Time: 2 days, 0:38:03
2023-08-05 08:43:43,950 semantic_segmentation INFO: Iters: 44570/150000 || Lr: 0.014562 || Task Loss: 0.2252 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:33:28 || Estimated Time: 2 days, 0:37:45
2023-08-05 08:43:59,815 semantic_segmentation INFO: Iters: 44580/150000 || Lr: 0.014561 || Task Loss: 0.2652 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:33:44 || Estimated Time: 2 days, 0:37:26
2023-08-05 08:44:15,680 semantic_segmentation INFO: Iters: 44590/150000 || Lr: 0.014559 || Task Loss: 0.2655 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:34:00 || Estimated Time: 2 days, 0:37:08
2023-08-05 08:44:31,553 semantic_segmentation INFO: Iters: 44600/150000 || Lr: 0.014558 || Task Loss: 0.2137 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:34:16 || Estimated Time: 2 days, 0:36:50
2023-08-05 08:44:47,443 semantic_segmentation INFO: Iters: 44610/150000 || Lr: 0.014557 || Task Loss: 0.3246 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:34:31 || Estimated Time: 2 days, 0:36:31
2023-08-05 08:45:03,314 semantic_segmentation INFO: Iters: 44620/150000 || Lr: 0.014556 || Task Loss: 0.2555 || KD Loss: 0.1258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:34:47 || Estimated Time: 2 days, 0:36:13
2023-08-05 08:45:19,186 semantic_segmentation INFO: Iters: 44630/150000 || Lr: 0.014554 || Task Loss: 0.3677 || KD Loss: 0.1392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:35:03 || Estimated Time: 2 days, 0:35:55
2023-08-05 08:45:35,054 semantic_segmentation INFO: Iters: 44640/150000 || Lr: 0.014553 || Task Loss: 0.2057 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:35:19 || Estimated Time: 2 days, 0:35:36
2023-08-05 08:45:50,918 semantic_segmentation INFO: Iters: 44650/150000 || Lr: 0.014552 || Task Loss: 0.3468 || KD Loss: 0.1342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:35:35 || Estimated Time: 2 days, 0:35:18
2023-08-05 08:46:06,793 semantic_segmentation INFO: Iters: 44660/150000 || Lr: 0.014551 || Task Loss: 0.2999 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:35:51 || Estimated Time: 2 days, 0:35:00
2023-08-05 08:46:22,665 semantic_segmentation INFO: Iters: 44670/150000 || Lr: 0.014550 || Task Loss: 0.2922 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:07 || Estimated Time: 2 days, 0:34:41
2023-08-05 08:46:38,558 semantic_segmentation INFO: Iters: 44680/150000 || Lr: 0.014548 || Task Loss: 0.4174 || KD Loss: 0.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:23 || Estimated Time: 2 days, 0:34:23
2023-08-05 08:46:54,456 semantic_segmentation INFO: Iters: 44690/150000 || Lr: 0.014547 || Task Loss: 0.2100 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:38 || Estimated Time: 2 days, 0:34:05
2023-08-05 08:47:10,330 semantic_segmentation INFO: Iters: 44700/150000 || Lr: 0.014546 || Task Loss: 0.1962 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:54 || Estimated Time: 2 days, 0:33:47
2023-08-05 08:47:26,206 semantic_segmentation INFO: Iters: 44710/150000 || Lr: 0.014545 || Task Loss: 0.2850 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:37:10 || Estimated Time: 2 days, 0:33:28
2023-08-05 08:47:42,078 semantic_segmentation INFO: Iters: 44720/150000 || Lr: 0.014543 || Task Loss: 0.3143 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:37:26 || Estimated Time: 2 days, 0:33:10
2023-08-05 08:47:57,957 semantic_segmentation INFO: Iters: 44730/150000 || Lr: 0.014542 || Task Loss: 0.3698 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:37:42 || Estimated Time: 2 days, 0:32:52
2023-08-05 08:48:13,825 semantic_segmentation INFO: Iters: 44740/150000 || Lr: 0.014541 || Task Loss: 0.3085 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:37:58 || Estimated Time: 2 days, 0:32:33
2023-08-05 08:48:29,672 semantic_segmentation INFO: Iters: 44750/150000 || Lr: 0.014540 || Task Loss: 0.4582 || KD Loss: 0.2261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:38:14 || Estimated Time: 2 days, 0:32:15
2023-08-05 08:48:45,516 semantic_segmentation INFO: Iters: 44760/150000 || Lr: 0.014538 || Task Loss: 0.2201 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:38:30 || Estimated Time: 2 days, 0:31:57
2023-08-05 08:49:01,352 semantic_segmentation INFO: Iters: 44770/150000 || Lr: 0.014537 || Task Loss: 0.4330 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:38:45 || Estimated Time: 2 days, 0:31:38
2023-08-05 08:49:17,194 semantic_segmentation INFO: Iters: 44780/150000 || Lr: 0.014536 || Task Loss: 0.3165 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:39:01 || Estimated Time: 2 days, 0:31:20
2023-08-05 08:49:33,058 semantic_segmentation INFO: Iters: 44790/150000 || Lr: 0.014535 || Task Loss: 0.3988 || KD Loss: 0.1842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:39:17 || Estimated Time: 2 days, 0:31:01
2023-08-05 08:49:48,892 semantic_segmentation INFO: Iters: 44800/150000 || Lr: 0.014533 || Task Loss: 0.2077 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:39:33 || Estimated Time: 2 days, 0:30:43
2023-08-05 08:49:48,966 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 08:49:49,759 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.404
2023-08-05 08:49:49,887 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.489
2023-08-05 08:49:50,009 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.504
2023-08-05 08:49:50,126 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.538
2023-08-05 08:49:50,248 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.527
2023-08-05 08:49:50,364 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.524
2023-08-05 08:49:50,486 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.549
2023-08-05 08:49:50,603 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.576
2023-08-05 08:49:50,724 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.614
2023-08-05 08:49:50,842 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.659
2023-08-05 08:49:50,963 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.665
2023-08-05 08:49:51,079 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.667
2023-08-05 08:49:51,200 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.668
2023-08-05 08:49:51,318 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.657
2023-08-05 08:49:51,438 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.650
2023-08-05 08:49:51,555 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.642
2023-08-05 08:49:51,676 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.643
2023-08-05 08:49:51,793 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.646
2023-08-05 08:49:51,913 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.652
2023-08-05 08:49:52,029 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.659
2023-08-05 08:49:52,150 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.658
2023-08-05 08:49:52,267 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.625
2023-08-05 08:49:52,387 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.627
2023-08-05 08:49:52,505 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.635
2023-08-05 08:49:52,625 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.645
2023-08-05 08:49:52,742 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.649
2023-08-05 08:49:52,863 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-05 08:49:52,979 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.639
2023-08-05 08:49:53,101 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 08:49:53,218 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.650
2023-08-05 08:49:53,338 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.649
2023-08-05 08:49:53,454 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.647
2023-08-05 08:49:53,575 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.650
2023-08-05 08:49:53,691 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.646
2023-08-05 08:49:53,812 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.648
2023-08-05 08:49:53,929 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.647
2023-08-05 08:49:54,049 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.644
2023-08-05 08:49:54,166 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.644
2023-08-05 08:49:54,286 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.640
2023-08-05 08:49:54,402 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.640
2023-08-05 08:49:54,523 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.643
2023-08-05 08:49:54,640 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.642
2023-08-05 08:49:54,762 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.644
2023-08-05 08:49:54,879 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 08:49:55,000 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.643
2023-08-05 08:49:55,118 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.644
2023-08-05 08:49:55,239 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.644
2023-08-05 08:49:55,357 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 08:49:55,478 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.648
2023-08-05 08:49:55,596 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 08:49:55,717 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 08:49:55,835 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 08:49:55,954 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.652
2023-08-05 08:49:56,075 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.655
2023-08-05 08:49:56,199 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.654
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2023-08-05 08:50:42,902 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 08:50:43,023 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 08:50:43,141 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 08:50:43,262 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 08:50:43,380 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 08:50:43,501 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 08:50:43,618 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 08:50:43,739 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 08:50:43,856 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 08:50:43,977 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.670
2023-08-05 08:50:44,094 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.670
2023-08-05 08:50:44,215 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.670
2023-08-05 08:50:44,333 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.670
2023-08-05 08:50:44,455 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:44,568 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:44,692 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:44,814 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:44,936 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:45,053 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:45,175 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:45,293 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:45,414 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:45,530 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:45,652 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:45,771 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:45,892 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:46,008 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:46,130 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:46,248 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:46,366 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:46,483 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:46,605 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:46,725 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:46,846 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:46,962 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:47,083 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:47,201 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 08:50:47,323 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:47,440 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:47,563 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:47,680 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 08:50:47,802 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 08:50:47,919 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 08:50:48,040 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 08:50:48,157 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 08:50:48,279 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 08:50:48,396 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 08:50:48,517 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 08:50:48,633 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 08:50:48,754 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 08:50:48,871 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 08:50:48,992 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 08:50:49,113 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 08:50:49,238 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 08:50:49,358 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 08:51:05,348 semantic_segmentation INFO: Iters: 44810/150000 || Lr: 0.014532 || Task Loss: 0.2187 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:40:49 || Estimated Time: 2 days, 0:32:47
2023-08-05 08:51:21,251 semantic_segmentation INFO: Iters: 44820/150000 || Lr: 0.014531 || Task Loss: 0.2168 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:41:05 || Estimated Time: 2 days, 0:32:29
2023-08-05 08:51:37,150 semantic_segmentation INFO: Iters: 44830/150000 || Lr: 0.014530 || Task Loss: 0.5325 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:41:21 || Estimated Time: 2 days, 0:32:10
2023-08-05 08:51:53,053 semantic_segmentation INFO: Iters: 44840/150000 || Lr: 0.014528 || Task Loss: 0.1919 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:41:37 || Estimated Time: 2 days, 0:31:52
2023-08-05 08:52:08,981 semantic_segmentation INFO: Iters: 44850/150000 || Lr: 0.014527 || Task Loss: 0.1496 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:41:53 || Estimated Time: 2 days, 0:31:34
2023-08-05 08:52:24,894 semantic_segmentation INFO: Iters: 44860/150000 || Lr: 0.014526 || Task Loss: 0.3002 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:42:09 || Estimated Time: 2 days, 0:31:16
2023-08-05 08:52:40,817 semantic_segmentation INFO: Iters: 44870/150000 || Lr: 0.014525 || Task Loss: 0.2979 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:42:25 || Estimated Time: 2 days, 0:30:57
2023-08-05 08:52:56,706 semantic_segmentation INFO: Iters: 44880/150000 || Lr: 0.014523 || Task Loss: 0.4599 || KD Loss: 0.1558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:42:41 || Estimated Time: 2 days, 0:30:39
2023-08-05 08:53:12,617 semantic_segmentation INFO: Iters: 44890/150000 || Lr: 0.014522 || Task Loss: 0.2857 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:42:57 || Estimated Time: 2 days, 0:30:21
2023-08-05 08:53:28,483 semantic_segmentation INFO: Iters: 44900/150000 || Lr: 0.014521 || Task Loss: 0.2006 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:43:13 || Estimated Time: 2 days, 0:30:02
2023-08-05 08:53:44,353 semantic_segmentation INFO: Iters: 44910/150000 || Lr: 0.014520 || Task Loss: 0.3741 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:43:28 || Estimated Time: 2 days, 0:29:44
2023-08-05 08:54:00,228 semantic_segmentation INFO: Iters: 44920/150000 || Lr: 0.014518 || Task Loss: 0.2055 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:43:44 || Estimated Time: 2 days, 0:29:26
2023-08-05 08:54:16,073 semantic_segmentation INFO: Iters: 44930/150000 || Lr: 0.014517 || Task Loss: 0.2772 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:00 || Estimated Time: 2 days, 0:29:07
2023-08-05 08:54:31,915 semantic_segmentation INFO: Iters: 44940/150000 || Lr: 0.014516 || Task Loss: 0.6763 || KD Loss: 0.2802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:16 || Estimated Time: 2 days, 0:28:49
2023-08-05 08:54:47,746 semantic_segmentation INFO: Iters: 44950/150000 || Lr: 0.014515 || Task Loss: 0.1790 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:32 || Estimated Time: 2 days, 0:28:30
2023-08-05 08:55:03,617 semantic_segmentation INFO: Iters: 44960/150000 || Lr: 0.014513 || Task Loss: 0.2612 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:48 || Estimated Time: 2 days, 0:28:12
2023-08-05 08:55:19,479 semantic_segmentation INFO: Iters: 44970/150000 || Lr: 0.014512 || Task Loss: 0.5864 || KD Loss: 0.2522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:45:04 || Estimated Time: 2 days, 0:27:54
2023-08-05 08:55:35,358 semantic_segmentation INFO: Iters: 44980/150000 || Lr: 0.014511 || Task Loss: 0.2237 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:45:19 || Estimated Time: 2 days, 0:27:35
2023-08-05 08:55:51,210 semantic_segmentation INFO: Iters: 44990/150000 || Lr: 0.014510 || Task Loss: 0.2974 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:45:35 || Estimated Time: 2 days, 0:27:17
2023-08-05 08:56:07,052 semantic_segmentation INFO: Iters: 45000/150000 || Lr: 0.014508 || Task Loss: 0.3081 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:45:51 || Estimated Time: 2 days, 0:26:59
2023-08-05 08:56:22,896 semantic_segmentation INFO: Iters: 45010/150000 || Lr: 0.014507 || Task Loss: 0.2903 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:46:07 || Estimated Time: 2 days, 0:26:40
2023-08-05 08:56:38,746 semantic_segmentation INFO: Iters: 45020/150000 || Lr: 0.014506 || Task Loss: 0.1226 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:46:23 || Estimated Time: 2 days, 0:26:22
2023-08-05 08:56:54,575 semantic_segmentation INFO: Iters: 45030/150000 || Lr: 0.014505 || Task Loss: 0.5957 || KD Loss: 0.3297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:46:39 || Estimated Time: 2 days, 0:26:03
2023-08-05 08:57:10,413 semantic_segmentation INFO: Iters: 45040/150000 || Lr: 0.014504 || Task Loss: 0.2586 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:46:54 || Estimated Time: 2 days, 0:25:45
2023-08-05 08:57:26,243 semantic_segmentation INFO: Iters: 45050/150000 || Lr: 0.014502 || Task Loss: 0.3061 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:47:10 || Estimated Time: 2 days, 0:25:27
2023-08-05 08:57:42,083 semantic_segmentation INFO: Iters: 45060/150000 || Lr: 0.014501 || Task Loss: 0.3318 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:47:26 || Estimated Time: 2 days, 0:25:08
2023-08-05 08:57:57,913 semantic_segmentation INFO: Iters: 45070/150000 || Lr: 0.014500 || Task Loss: 0.3232 || KD Loss: 0.1016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:47:42 || Estimated Time: 2 days, 0:24:50
2023-08-05 08:58:13,749 semantic_segmentation INFO: Iters: 45080/150000 || Lr: 0.014499 || Task Loss: 0.2062 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:47:58 || Estimated Time: 2 days, 0:24:31
2023-08-05 08:58:29,606 semantic_segmentation INFO: Iters: 45090/150000 || Lr: 0.014497 || Task Loss: 0.2350 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:48:14 || Estimated Time: 2 days, 0:24:13
2023-08-05 08:58:45,452 semantic_segmentation INFO: Iters: 45100/150000 || Lr: 0.014496 || Task Loss: 0.1849 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:48:29 || Estimated Time: 2 days, 0:23:55
2023-08-05 08:59:01,299 semantic_segmentation INFO: Iters: 45110/150000 || Lr: 0.014495 || Task Loss: 0.3445 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:48:45 || Estimated Time: 2 days, 0:23:36
2023-08-05 08:59:17,181 semantic_segmentation INFO: Iters: 45120/150000 || Lr: 0.014494 || Task Loss: 0.1818 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:49:01 || Estimated Time: 2 days, 0:23:18
2023-08-05 08:59:33,080 semantic_segmentation INFO: Iters: 45130/150000 || Lr: 0.014492 || Task Loss: 0.2462 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:49:17 || Estimated Time: 2 days, 0:23:00
2023-08-05 08:59:48,939 semantic_segmentation INFO: Iters: 45140/150000 || Lr: 0.014491 || Task Loss: 0.3223 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:49:33 || Estimated Time: 2 days, 0:22:41
2023-08-05 09:00:04,824 semantic_segmentation INFO: Iters: 45150/150000 || Lr: 0.014490 || Task Loss: 0.6979 || KD Loss: 0.2818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:49:49 || Estimated Time: 2 days, 0:22:23
2023-08-05 09:00:20,724 semantic_segmentation INFO: Iters: 45160/150000 || Lr: 0.014489 || Task Loss: 0.2659 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:50:05 || Estimated Time: 2 days, 0:22:05
2023-08-05 09:00:36,622 semantic_segmentation INFO: Iters: 45170/150000 || Lr: 0.014487 || Task Loss: 0.3562 || KD Loss: 0.1310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:50:21 || Estimated Time: 2 days, 0:21:46
2023-08-05 09:00:52,474 semantic_segmentation INFO: Iters: 45180/150000 || Lr: 0.014486 || Task Loss: 0.2380 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:50:37 || Estimated Time: 2 days, 0:21:28
2023-08-05 09:01:08,360 semantic_segmentation INFO: Iters: 45190/150000 || Lr: 0.014485 || Task Loss: 0.4264 || KD Loss: 0.1917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:50:52 || Estimated Time: 2 days, 0:21:10
2023-08-05 09:01:24,225 semantic_segmentation INFO: Iters: 45200/150000 || Lr: 0.014484 || Task Loss: 0.1836 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:51:08 || Estimated Time: 2 days, 0:20:52
2023-08-05 09:01:40,103 semantic_segmentation INFO: Iters: 45210/150000 || Lr: 0.014482 || Task Loss: 0.2327 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:51:24 || Estimated Time: 2 days, 0:20:33
2023-08-05 09:01:55,983 semantic_segmentation INFO: Iters: 45220/150000 || Lr: 0.014481 || Task Loss: 0.3667 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:51:40 || Estimated Time: 2 days, 0:20:15
2023-08-05 09:02:11,859 semantic_segmentation INFO: Iters: 45230/150000 || Lr: 0.014480 || Task Loss: 0.4561 || KD Loss: 0.1544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:51:56 || Estimated Time: 2 days, 0:19:57
2023-08-05 09:02:27,733 semantic_segmentation INFO: Iters: 45240/150000 || Lr: 0.014479 || Task Loss: 0.4128 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:52:12 || Estimated Time: 2 days, 0:19:38
2023-08-05 09:02:43,624 semantic_segmentation INFO: Iters: 45250/150000 || Lr: 0.014477 || Task Loss: 0.3036 || KD Loss: 0.1246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:52:28 || Estimated Time: 2 days, 0:19:20
2023-08-05 09:02:59,486 semantic_segmentation INFO: Iters: 45260/150000 || Lr: 0.014476 || Task Loss: 0.2209 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:52:44 || Estimated Time: 2 days, 0:19:02
2023-08-05 09:03:15,325 semantic_segmentation INFO: Iters: 45270/150000 || Lr: 0.014475 || Task Loss: 0.1638 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:52:59 || Estimated Time: 2 days, 0:18:43
2023-08-05 09:03:31,171 semantic_segmentation INFO: Iters: 45280/150000 || Lr: 0.014474 || Task Loss: 0.3758 || KD Loss: 0.1459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:53:15 || Estimated Time: 2 days, 0:18:25
2023-08-05 09:03:47,043 semantic_segmentation INFO: Iters: 45290/150000 || Lr: 0.014472 || Task Loss: 0.2926 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:18:07
2023-08-05 09:04:02,904 semantic_segmentation INFO: Iters: 45300/150000 || Lr: 0.014471 || Task Loss: 0.3742 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:53:47 || Estimated Time: 2 days, 0:17:48
2023-08-05 09:04:18,808 semantic_segmentation INFO: Iters: 45310/150000 || Lr: 0.014470 || Task Loss: 0.4296 || KD Loss: 0.1859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:03 || Estimated Time: 2 days, 0:17:30
2023-08-05 09:04:34,721 semantic_segmentation INFO: Iters: 45320/150000 || Lr: 0.014469 || Task Loss: 0.3143 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:19 || Estimated Time: 2 days, 0:17:12
2023-08-05 09:04:50,610 semantic_segmentation INFO: Iters: 45330/150000 || Lr: 0.014467 || Task Loss: 0.4286 || KD Loss: 0.1679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:35 || Estimated Time: 2 days, 0:16:54
2023-08-05 09:05:06,485 semantic_segmentation INFO: Iters: 45340/150000 || Lr: 0.014466 || Task Loss: 0.3281 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:51 || Estimated Time: 2 days, 0:16:35
2023-08-05 09:05:22,341 semantic_segmentation INFO: Iters: 45350/150000 || Lr: 0.014465 || Task Loss: 0.3135 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:55:06 || Estimated Time: 2 days, 0:16:17
2023-08-05 09:05:38,214 semantic_segmentation INFO: Iters: 45360/150000 || Lr: 0.014464 || Task Loss: 0.5476 || KD Loss: 0.2904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:55:22 || Estimated Time: 2 days, 0:15:59
2023-08-05 09:05:54,090 semantic_segmentation INFO: Iters: 45370/150000 || Lr: 0.014462 || Task Loss: 0.2604 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:55:38 || Estimated Time: 2 days, 0:15:40
2023-08-05 09:06:09,960 semantic_segmentation INFO: Iters: 45380/150000 || Lr: 0.014461 || Task Loss: 0.4516 || KD Loss: 0.2208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:55:54 || Estimated Time: 2 days, 0:15:22
2023-08-05 09:06:25,823 semantic_segmentation INFO: Iters: 45390/150000 || Lr: 0.014460 || Task Loss: 0.5994 || KD Loss: 0.2620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:56:10 || Estimated Time: 2 days, 0:15:04
2023-08-05 09:06:41,691 semantic_segmentation INFO: Iters: 45400/150000 || Lr: 0.014459 || Task Loss: 0.3368 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:56:26 || Estimated Time: 2 days, 0:14:45
2023-08-05 09:06:57,551 semantic_segmentation INFO: Iters: 45410/150000 || Lr: 0.014457 || Task Loss: 0.3469 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:56:42 || Estimated Time: 2 days, 0:14:27
2023-08-05 09:07:13,465 semantic_segmentation INFO: Iters: 45420/150000 || Lr: 0.014456 || Task Loss: 0.2161 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:56:58 || Estimated Time: 2 days, 0:14:09
2023-08-05 09:07:29,326 semantic_segmentation INFO: Iters: 45430/150000 || Lr: 0.014455 || Task Loss: 0.1998 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:57:13 || Estimated Time: 2 days, 0:13:51
2023-08-05 09:07:45,206 semantic_segmentation INFO: Iters: 45440/150000 || Lr: 0.014454 || Task Loss: 0.3284 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:57:29 || Estimated Time: 2 days, 0:13:32
2023-08-05 09:08:01,074 semantic_segmentation INFO: Iters: 45450/150000 || Lr: 0.014453 || Task Loss: 0.2119 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:57:45 || Estimated Time: 2 days, 0:13:14
2023-08-05 09:08:16,950 semantic_segmentation INFO: Iters: 45460/150000 || Lr: 0.014451 || Task Loss: 0.2566 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:58:01 || Estimated Time: 2 days, 0:12:56
2023-08-05 09:08:32,817 semantic_segmentation INFO: Iters: 45470/150000 || Lr: 0.014450 || Task Loss: 0.2095 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:58:17 || Estimated Time: 2 days, 0:12:38
2023-08-05 09:08:48,717 semantic_segmentation INFO: Iters: 45480/150000 || Lr: 0.014449 || Task Loss: 0.2278 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:58:33 || Estimated Time: 2 days, 0:12:19
2023-08-05 09:09:04,618 semantic_segmentation INFO: Iters: 45490/150000 || Lr: 0.014448 || Task Loss: 0.1890 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:58:49 || Estimated Time: 2 days, 0:12:01
2023-08-05 09:09:20,486 semantic_segmentation INFO: Iters: 45500/150000 || Lr: 0.014446 || Task Loss: 0.3269 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:59:05 || Estimated Time: 2 days, 0:11:43
2023-08-05 09:09:36,323 semantic_segmentation INFO: Iters: 45510/150000 || Lr: 0.014445 || Task Loss: 0.5102 || KD Loss: 0.2297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:59:20 || Estimated Time: 2 days, 0:11:24
2023-08-05 09:09:52,164 semantic_segmentation INFO: Iters: 45520/150000 || Lr: 0.014444 || Task Loss: 0.4019 || KD Loss: 0.1720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:59:36 || Estimated Time: 2 days, 0:11:06
2023-08-05 09:10:08,025 semantic_segmentation INFO: Iters: 45530/150000 || Lr: 0.014443 || Task Loss: 0.2421 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:59:52 || Estimated Time: 2 days, 0:10:48
2023-08-05 09:10:23,885 semantic_segmentation INFO: Iters: 45540/150000 || Lr: 0.014441 || Task Loss: 0.2196 || KD Loss: 0.1645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:00:08 || Estimated Time: 2 days, 0:10:29
2023-08-05 09:10:39,793 semantic_segmentation INFO: Iters: 45550/150000 || Lr: 0.014440 || Task Loss: 0.1369 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:00:24 || Estimated Time: 2 days, 0:10:11
2023-08-05 09:10:55,669 semantic_segmentation INFO: Iters: 45560/150000 || Lr: 0.014439 || Task Loss: 0.1455 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:00:40 || Estimated Time: 2 days, 0:09:53
2023-08-05 09:11:11,532 semantic_segmentation INFO: Iters: 45570/150000 || Lr: 0.014438 || Task Loss: 0.5642 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:09:35
2023-08-05 09:11:27,419 semantic_segmentation INFO: Iters: 45580/150000 || Lr: 0.014436 || Task Loss: 0.2433 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:01:11 || Estimated Time: 2 days, 0:09:16
2023-08-05 09:11:43,291 semantic_segmentation INFO: Iters: 45590/150000 || Lr: 0.014435 || Task Loss: 0.1692 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:01:27 || Estimated Time: 2 days, 0:08:58
2023-08-05 09:11:59,185 semantic_segmentation INFO: Iters: 45600/150000 || Lr: 0.014434 || Task Loss: 0.3167 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:01:43 || Estimated Time: 2 days, 0:08:40
2023-08-05 09:11:59,267 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 09:12:00,126 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.398
2023-08-05 09:12:00,245 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.485
2023-08-05 09:12:00,367 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.501
2023-08-05 09:12:00,484 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.532
2023-08-05 09:12:00,606 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.524
2023-08-05 09:12:00,723 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.525
2023-08-05 09:12:00,845 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.533
2023-08-05 09:12:00,962 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.559
2023-08-05 09:12:01,083 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.608
2023-08-05 09:12:01,200 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.638
2023-08-05 09:12:01,321 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.640
2023-08-05 09:12:01,437 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.641
2023-08-05 09:12:01,558 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.653
2023-08-05 09:12:01,676 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.646
2023-08-05 09:12:01,797 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.635
2023-08-05 09:12:01,914 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.626
2023-08-05 09:12:02,035 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.629
2023-08-05 09:12:02,153 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.630
2023-08-05 09:12:02,274 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.635
2023-08-05 09:12:02,391 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.642
2023-08-05 09:12:02,511 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.645
2023-08-05 09:12:02,630 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.638
2023-08-05 09:12:02,753 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.637
2023-08-05 09:12:02,871 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.644
2023-08-05 09:12:02,991 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.658
2023-08-05 09:12:03,108 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.661
2023-08-05 09:12:03,231 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-05 09:12:03,347 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.650
2023-08-05 09:12:03,468 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.654
2023-08-05 09:12:03,584 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.669
2023-08-05 09:12:03,705 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 09:12:03,822 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 09:12:03,943 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-05 09:12:04,059 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 09:12:04,180 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 09:12:04,297 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 09:12:04,417 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.665
2023-08-05 09:12:04,535 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.664
2023-08-05 09:12:04,656 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.664
2023-08-05 09:12:04,772 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.665
2023-08-05 09:12:04,893 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 09:12:05,010 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 09:12:05,131 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 09:12:05,250 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.667
2023-08-05 09:12:05,370 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.665
2023-08-05 09:12:05,489 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.664
2023-08-05 09:12:05,612 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 09:12:05,730 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.664
2023-08-05 09:12:05,851 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 09:12:05,968 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 09:12:06,089 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 09:12:06,208 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 09:12:06,328 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 09:12:06,444 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.681
2023-08-05 09:12:06,565 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.680
2023-08-05 09:12:06,682 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.685
2023-08-05 09:12:06,803 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 09:12:06,920 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 09:12:07,040 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 09:12:07,157 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 09:12:07,278 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.696
2023-08-05 09:12:07,396 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.698
2023-08-05 09:12:07,517 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 09:12:07,633 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.699
2023-08-05 09:12:07,754 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 09:12:07,872 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.701
2023-08-05 09:12:07,992 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.700
2023-08-05 09:12:08,108 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 09:12:08,230 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 09:12:08,347 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 09:12:08,467 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.699
2023-08-05 09:12:08,584 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 09:12:08,705 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 09:12:08,822 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 09:12:08,942 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 09:12:09,059 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 09:12:09,180 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 09:12:09,296 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.694
2023-08-05 09:12:09,417 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.694
2023-08-05 09:12:09,533 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 09:12:09,655 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 09:12:09,773 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 09:12:09,893 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 09:12:10,010 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 09:12:10,130 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.690
2023-08-05 09:12:10,247 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.690
2023-08-05 09:12:10,368 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.690
2023-08-05 09:12:10,485 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.690
2023-08-05 09:12:10,606 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.690
2023-08-05 09:12:10,723 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.689
2023-08-05 09:12:10,843 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 09:12:10,960 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-05 09:12:11,082 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-05 09:12:11,200 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-05 09:12:11,321 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-05 09:12:11,437 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-05 09:12:11,560 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-05 09:12:11,678 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-05 09:12:11,798 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-05 09:12:11,915 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-05 09:12:12,037 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.695
2023-08-05 09:12:12,155 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.934, mIoU: 0.693
2023-08-05 09:12:12,275 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.694
2023-08-05 09:12:12,392 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.694
2023-08-05 09:12:12,513 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.694
2023-08-05 09:12:12,630 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.694
2023-08-05 09:12:12,750 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.694
2023-08-05 09:12:12,868 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.695
2023-08-05 09:12:12,990 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.694
2023-08-05 09:12:13,107 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.934, mIoU: 0.693
2023-08-05 09:12:13,228 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.934, mIoU: 0.693
2023-08-05 09:12:13,344 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.693
2023-08-05 09:12:13,465 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.693
2023-08-05 09:12:13,582 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.692
2023-08-05 09:12:13,704 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.692
2023-08-05 09:12:13,821 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.692
2023-08-05 09:12:13,942 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.693
2023-08-05 09:12:14,058 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.692
2023-08-05 09:12:14,180 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.935, mIoU: 0.695
2023-08-05 09:12:14,298 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.935, mIoU: 0.695
2023-08-05 09:12:14,422 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.695
2023-08-05 09:12:14,540 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.694
2023-08-05 09:12:14,662 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.694
2023-08-05 09:12:14,780 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.697
2023-08-05 09:12:14,901 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.697
2023-08-05 09:12:15,019 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.696
2023-08-05 09:12:15,140 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.698
2023-08-05 09:12:15,257 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.698
2023-08-05 09:12:15,378 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.697
2023-08-05 09:12:15,495 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.697
2023-08-05 09:12:15,616 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.697
2023-08-05 09:12:15,733 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.935, mIoU: 0.697
2023-08-05 09:12:15,853 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-05 09:12:15,970 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-05 09:12:16,091 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-05 09:12:16,209 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-05 09:12:16,330 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-05 09:12:16,447 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-05 09:12:16,569 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.697
2023-08-05 09:12:16,686 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.699
2023-08-05 09:12:16,806 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.936, mIoU: 0.700
2023-08-05 09:12:16,922 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.936, mIoU: 0.699
2023-08-05 09:12:17,043 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.936, mIoU: 0.698
2023-08-05 09:12:17,161 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.936, mIoU: 0.698
2023-08-05 09:12:17,281 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.698
2023-08-05 09:12:17,400 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.699
2023-08-05 09:12:17,521 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.699
2023-08-05 09:12:17,639 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.937, mIoU: 0.699
2023-08-05 09:12:17,760 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.699
2023-08-05 09:12:17,876 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.698
2023-08-05 09:12:17,997 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.937, mIoU: 0.700
2023-08-05 09:12:18,115 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.936, mIoU: 0.699
2023-08-05 09:12:18,236 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.699
2023-08-05 09:12:18,352 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.936, mIoU: 0.699
2023-08-05 09:12:18,473 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.936, mIoU: 0.699
2023-08-05 09:12:18,592 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.936, mIoU: 0.700
2023-08-05 09:12:18,713 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.936, mIoU: 0.700
2023-08-05 09:12:18,830 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.936, mIoU: 0.700
2023-08-05 09:12:18,951 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.936, mIoU: 0.700
2023-08-05 09:12:19,070 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.700
2023-08-05 09:12:19,191 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.937, mIoU: 0.699
2023-08-05 09:12:19,307 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-05 09:12:19,428 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.936, mIoU: 0.696
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2023-08-05 09:12:43,105 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-05 09:12:43,226 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 09:12:43,345 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 09:12:43,466 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 09:12:43,584 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 09:12:43,706 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 09:12:43,824 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 09:12:43,944 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 09:12:44,062 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 09:12:44,184 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 09:12:44,303 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 09:12:44,423 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 09:12:44,540 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 09:12:44,662 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 09:12:44,781 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 09:12:44,902 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.942, mIoU: 0.693
2023-08-05 09:12:45,018 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.942, mIoU: 0.693
2023-08-05 09:12:45,140 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:45,256 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:45,377 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:45,496 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:45,618 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:45,735 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:45,857 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:45,974 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:46,095 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:46,212 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:46,335 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:46,452 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:46,574 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 09:12:46,691 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 09:12:46,813 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 09:12:46,929 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 09:12:47,051 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 09:12:47,170 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 09:12:47,292 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:12:47,409 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 09:12:47,530 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 09:12:47,648 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 09:12:47,772 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 09:12:47,889 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 09:12:48,009 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 09:12:48,126 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 09:12:48,247 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 09:12:48,366 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 09:12:48,488 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 09:12:48,605 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 09:12:48,726 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 09:12:48,844 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 09:12:48,965 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 09:12:49,082 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 09:12:49,204 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 09:12:49,323 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 09:12:49,445 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 09:12:49,562 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 09:12:49,684 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 09:12:49,803 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 09:12:49,923 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 09:12:50,040 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 09:12:50,161 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:50,280 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:50,401 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:50,518 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:50,641 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:50,758 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:50,879 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:50,996 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:51,118 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:51,236 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:51,358 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:51,475 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:51,596 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 09:12:51,714 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:51,835 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:51,951 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:52,073 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:52,190 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:52,313 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:52,430 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:52,552 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:52,670 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:52,792 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:12:52,908 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:53,029 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:53,146 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:53,269 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:53,389 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:53,511 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:53,629 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:53,751 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:53,868 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:53,989 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:54,106 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:12:54,228 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:54,345 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:54,466 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:54,583 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 09:12:54,706 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 09:12:54,821 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 09:12:54,942 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 09:12:55,059 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 09:12:55,183 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 09:12:55,303 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:55,423 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:55,541 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:55,662 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:55,780 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:55,900 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:56,018 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:56,140 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:56,259 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:56,380 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:56,498 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:56,617 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:56,735 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:56,856 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:56,975 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:57,097 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:57,213 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:57,335 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:57,452 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:57,575 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 09:12:57,693 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:57,814 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:57,931 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:58,054 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:58,171 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:58,293 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:58,409 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:58,530 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:58,647 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 09:12:58,769 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 09:12:58,885 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 09:12:59,007 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 09:12:59,125 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 09:12:59,247 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 09:12:59,364 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 09:12:59,485 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 09:12:59,600 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 09:13:15,601 semantic_segmentation INFO: Iters: 45610/150000 || Lr: 0.014433 || Task Loss: 0.3274 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:00 || Estimated Time: 2 days, 0:10:40
2023-08-05 09:13:31,479 semantic_segmentation INFO: Iters: 45620/150000 || Lr: 0.014431 || Task Loss: 0.2054 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:16 || Estimated Time: 2 days, 0:10:22
2023-08-05 09:13:47,363 semantic_segmentation INFO: Iters: 45630/150000 || Lr: 0.014430 || Task Loss: 0.1783 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:31 || Estimated Time: 2 days, 0:10:04
2023-08-05 09:14:03,217 semantic_segmentation INFO: Iters: 45640/150000 || Lr: 0.014429 || Task Loss: 0.3247 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:47 || Estimated Time: 2 days, 0:09:45
2023-08-05 09:14:19,097 semantic_segmentation INFO: Iters: 45650/150000 || Lr: 0.014428 || Task Loss: 0.2196 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:04:03 || Estimated Time: 2 days, 0:09:27
2023-08-05 09:14:34,968 semantic_segmentation INFO: Iters: 45660/150000 || Lr: 0.014426 || Task Loss: 0.3357 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:04:19 || Estimated Time: 2 days, 0:09:09
2023-08-05 09:14:50,818 semantic_segmentation INFO: Iters: 45670/150000 || Lr: 0.014425 || Task Loss: 0.2274 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:04:35 || Estimated Time: 2 days, 0:08:50
2023-08-05 09:15:06,686 semantic_segmentation INFO: Iters: 45680/150000 || Lr: 0.014424 || Task Loss: 0.2858 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:04:51 || Estimated Time: 2 days, 0:08:32
2023-08-05 09:15:22,539 semantic_segmentation INFO: Iters: 45690/150000 || Lr: 0.014423 || Task Loss: 0.4073 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:05:07 || Estimated Time: 2 days, 0:08:14
2023-08-05 09:15:38,398 semantic_segmentation INFO: Iters: 45700/150000 || Lr: 0.014421 || Task Loss: 0.2123 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:05:22 || Estimated Time: 2 days, 0:07:55
2023-08-05 09:15:54,279 semantic_segmentation INFO: Iters: 45710/150000 || Lr: 0.014420 || Task Loss: 0.2903 || KD Loss: 0.1557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:05:38 || Estimated Time: 2 days, 0:07:37
2023-08-05 09:16:10,153 semantic_segmentation INFO: Iters: 45720/150000 || Lr: 0.014419 || Task Loss: 0.1742 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:05:54 || Estimated Time: 2 days, 0:07:19
2023-08-05 09:16:26,041 semantic_segmentation INFO: Iters: 45730/150000 || Lr: 0.014418 || Task Loss: 0.2307 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:06:10 || Estimated Time: 2 days, 0:07:01
2023-08-05 09:16:41,908 semantic_segmentation INFO: Iters: 45740/150000 || Lr: 0.014416 || Task Loss: 0.3106 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:06:26 || Estimated Time: 2 days, 0:06:42
2023-08-05 09:16:57,777 semantic_segmentation INFO: Iters: 45750/150000 || Lr: 0.014415 || Task Loss: 0.2053 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:06:42 || Estimated Time: 2 days, 0:06:24
2023-08-05 09:17:13,649 semantic_segmentation INFO: Iters: 45760/150000 || Lr: 0.014414 || Task Loss: 0.2797 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:06:58 || Estimated Time: 2 days, 0:06:06
2023-08-05 09:17:29,536 semantic_segmentation INFO: Iters: 45770/150000 || Lr: 0.014413 || Task Loss: 0.1848 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:07:14 || Estimated Time: 2 days, 0:05:47
2023-08-05 09:17:45,417 semantic_segmentation INFO: Iters: 45780/150000 || Lr: 0.014411 || Task Loss: 0.3128 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:07:29 || Estimated Time: 2 days, 0:05:29
2023-08-05 09:18:01,318 semantic_segmentation INFO: Iters: 45790/150000 || Lr: 0.014410 || Task Loss: 0.3908 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:07:45 || Estimated Time: 2 days, 0:05:11
2023-08-05 09:18:17,179 semantic_segmentation INFO: Iters: 45800/150000 || Lr: 0.014409 || Task Loss: 0.2634 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:08:01 || Estimated Time: 2 days, 0:04:53
2023-08-05 09:18:33,055 semantic_segmentation INFO: Iters: 45810/150000 || Lr: 0.014408 || Task Loss: 0.2746 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:08:17 || Estimated Time: 2 days, 0:04:34
2023-08-05 09:18:48,942 semantic_segmentation INFO: Iters: 45820/150000 || Lr: 0.014406 || Task Loss: 0.2063 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:08:33 || Estimated Time: 2 days, 0:04:16
2023-08-05 09:19:04,812 semantic_segmentation INFO: Iters: 45830/150000 || Lr: 0.014405 || Task Loss: 0.1758 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:08:49 || Estimated Time: 2 days, 0:03:58
2023-08-05 09:19:20,722 semantic_segmentation INFO: Iters: 45840/150000 || Lr: 0.014404 || Task Loss: 0.2580 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:09:05 || Estimated Time: 2 days, 0:03:39
2023-08-05 09:19:36,632 semantic_segmentation INFO: Iters: 45850/150000 || Lr: 0.014403 || Task Loss: 0.3407 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:09:21 || Estimated Time: 2 days, 0:03:21
2023-08-05 09:19:52,571 semantic_segmentation INFO: Iters: 45860/150000 || Lr: 0.014401 || Task Loss: 0.1941 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:09:37 || Estimated Time: 2 days, 0:03:03
2023-08-05 09:20:08,536 semantic_segmentation INFO: Iters: 45870/150000 || Lr: 0.014400 || Task Loss: 0.3068 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:09:53 || Estimated Time: 2 days, 0:02:45
2023-08-05 09:20:24,480 semantic_segmentation INFO: Iters: 45880/150000 || Lr: 0.014399 || Task Loss: 0.3295 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:10:09 || Estimated Time: 2 days, 0:02:27
2023-08-05 09:20:40,444 semantic_segmentation INFO: Iters: 45890/150000 || Lr: 0.014398 || Task Loss: 0.2236 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 0:02:09
2023-08-05 09:20:56,418 semantic_segmentation INFO: Iters: 45900/150000 || Lr: 0.014397 || Task Loss: 0.2086 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:10:40 || Estimated Time: 2 days, 0:01:51
2023-08-05 09:21:12,366 semantic_segmentation INFO: Iters: 45910/150000 || Lr: 0.014395 || Task Loss: 0.2001 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:10:56 || Estimated Time: 2 days, 0:01:33
2023-08-05 09:21:28,304 semantic_segmentation INFO: Iters: 45920/150000 || Lr: 0.014394 || Task Loss: 0.3152 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:11:12 || Estimated Time: 2 days, 0:01:15
2023-08-05 09:21:44,225 semantic_segmentation INFO: Iters: 45930/150000 || Lr: 0.014393 || Task Loss: 0.2500 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:11:28 || Estimated Time: 2 days, 0:00:56
2023-08-05 09:22:00,154 semantic_segmentation INFO: Iters: 45940/150000 || Lr: 0.014392 || Task Loss: 0.7626 || KD Loss: 0.3809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:11:44 || Estimated Time: 2 days, 0:00:38
2023-08-05 09:22:16,086 semantic_segmentation INFO: Iters: 45950/150000 || Lr: 0.014390 || Task Loss: 0.3257 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:12:00 || Estimated Time: 2 days, 0:00:20
2023-08-05 09:22:32,020 semantic_segmentation INFO: Iters: 45960/150000 || Lr: 0.014389 || Task Loss: 0.3524 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:12:16 || Estimated Time: 2 days, 0:00:02
2023-08-05 09:22:47,953 semantic_segmentation INFO: Iters: 45970/150000 || Lr: 0.014388 || Task Loss: 0.2553 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:12:32 || Estimated Time: 1 day, 23:59:44
2023-08-05 09:23:03,850 semantic_segmentation INFO: Iters: 45980/150000 || Lr: 0.014387 || Task Loss: 0.1825 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:12:48 || Estimated Time: 1 day, 23:59:26
2023-08-05 09:23:19,725 semantic_segmentation INFO: Iters: 45990/150000 || Lr: 0.014385 || Task Loss: 0.2875 || KD Loss: 0.1271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:13:04 || Estimated Time: 1 day, 23:59:07
2023-08-05 09:23:35,614 semantic_segmentation INFO: Iters: 46000/150000 || Lr: 0.014384 || Task Loss: 0.2715 || KD Loss: 0.1183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:13:20 || Estimated Time: 1 day, 23:58:49
2023-08-05 09:23:51,530 semantic_segmentation INFO: Iters: 46010/150000 || Lr: 0.014383 || Task Loss: 0.3321 || KD Loss: 0.1458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:13:36 || Estimated Time: 1 day, 23:58:31
2023-08-05 09:24:07,416 semantic_segmentation INFO: Iters: 46020/150000 || Lr: 0.014382 || Task Loss: 0.4474 || KD Loss: 0.2215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:13:51 || Estimated Time: 1 day, 23:58:13
2023-08-05 09:24:23,301 semantic_segmentation INFO: Iters: 46030/150000 || Lr: 0.014380 || Task Loss: 0.3396 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:14:07 || Estimated Time: 1 day, 23:57:54
2023-08-05 09:24:39,196 semantic_segmentation INFO: Iters: 46040/150000 || Lr: 0.014379 || Task Loss: 0.8318 || KD Loss: 0.4288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:14:23 || Estimated Time: 1 day, 23:57:36
2023-08-05 09:24:55,074 semantic_segmentation INFO: Iters: 46050/150000 || Lr: 0.014378 || Task Loss: 0.3429 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:14:39 || Estimated Time: 1 day, 23:57:18
2023-08-05 09:25:10,974 semantic_segmentation INFO: Iters: 46060/150000 || Lr: 0.014377 || Task Loss: 0.5545 || KD Loss: 0.1783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:14:55 || Estimated Time: 1 day, 23:57:00
2023-08-05 09:25:26,865 semantic_segmentation INFO: Iters: 46070/150000 || Lr: 0.014375 || Task Loss: 0.4661 || KD Loss: 0.2400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:15:11 || Estimated Time: 1 day, 23:56:42
2023-08-05 09:25:42,740 semantic_segmentation INFO: Iters: 46080/150000 || Lr: 0.014374 || Task Loss: 0.2541 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:15:27 || Estimated Time: 1 day, 23:56:23
2023-08-05 09:25:58,613 semantic_segmentation INFO: Iters: 46090/150000 || Lr: 0.014373 || Task Loss: 0.3475 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:15:43 || Estimated Time: 1 day, 23:56:05
2023-08-05 09:26:14,473 semantic_segmentation INFO: Iters: 46100/150000 || Lr: 0.014372 || Task Loss: 0.2226 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:15:59 || Estimated Time: 1 day, 23:55:47
2023-08-05 09:26:30,342 semantic_segmentation INFO: Iters: 46110/150000 || Lr: 0.014370 || Task Loss: 0.5071 || KD Loss: 0.3016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:16:14 || Estimated Time: 1 day, 23:55:28
2023-08-05 09:26:46,194 semantic_segmentation INFO: Iters: 46120/150000 || Lr: 0.014369 || Task Loss: 0.3215 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:16:30 || Estimated Time: 1 day, 23:55:10
2023-08-05 09:27:02,030 semantic_segmentation INFO: Iters: 46130/150000 || Lr: 0.014368 || Task Loss: 0.3920 || KD Loss: 0.1742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:16:46 || Estimated Time: 1 day, 23:54:52
2023-08-05 09:27:17,905 semantic_segmentation INFO: Iters: 46140/150000 || Lr: 0.014367 || Task Loss: 0.2501 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:17:02 || Estimated Time: 1 day, 23:54:34
2023-08-05 09:27:33,770 semantic_segmentation INFO: Iters: 46150/150000 || Lr: 0.014365 || Task Loss: 0.2036 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:17:18 || Estimated Time: 1 day, 23:54:15
2023-08-05 09:27:49,655 semantic_segmentation INFO: Iters: 46160/150000 || Lr: 0.014364 || Task Loss: 0.3269 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:17:34 || Estimated Time: 1 day, 23:53:57
2023-08-05 09:28:05,508 semantic_segmentation INFO: Iters: 46170/150000 || Lr: 0.014363 || Task Loss: 0.1342 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:17:50 || Estimated Time: 1 day, 23:53:39
2023-08-05 09:28:21,357 semantic_segmentation INFO: Iters: 46180/150000 || Lr: 0.014362 || Task Loss: 0.2203 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:05 || Estimated Time: 1 day, 23:53:20
2023-08-05 09:28:37,247 semantic_segmentation INFO: Iters: 46190/150000 || Lr: 0.014360 || Task Loss: 0.3175 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:21 || Estimated Time: 1 day, 23:53:02
2023-08-05 09:28:53,142 semantic_segmentation INFO: Iters: 46200/150000 || Lr: 0.014359 || Task Loss: 0.2768 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:37 || Estimated Time: 1 day, 23:52:44
2023-08-05 09:29:09,012 semantic_segmentation INFO: Iters: 46210/150000 || Lr: 0.014358 || Task Loss: 0.1672 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:53 || Estimated Time: 1 day, 23:52:26
2023-08-05 09:29:24,916 semantic_segmentation INFO: Iters: 46220/150000 || Lr: 0.014357 || Task Loss: 0.1941 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:19:09 || Estimated Time: 1 day, 23:52:08
2023-08-05 09:29:40,825 semantic_segmentation INFO: Iters: 46230/150000 || Lr: 0.014355 || Task Loss: 0.3204 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:19:25 || Estimated Time: 1 day, 23:51:49
2023-08-05 09:29:56,731 semantic_segmentation INFO: Iters: 46240/150000 || Lr: 0.014354 || Task Loss: 0.1697 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:19:41 || Estimated Time: 1 day, 23:51:31
2023-08-05 09:30:12,668 semantic_segmentation INFO: Iters: 46250/150000 || Lr: 0.014353 || Task Loss: 0.3469 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:19:57 || Estimated Time: 1 day, 23:51:13
2023-08-05 09:30:28,624 semantic_segmentation INFO: Iters: 46260/150000 || Lr: 0.014352 || Task Loss: 0.2097 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:20:13 || Estimated Time: 1 day, 23:50:55
2023-08-05 09:30:44,571 semantic_segmentation INFO: Iters: 46270/150000 || Lr: 0.014350 || Task Loss: 0.1844 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:20:29 || Estimated Time: 1 day, 23:50:37
2023-08-05 09:31:00,502 semantic_segmentation INFO: Iters: 46280/150000 || Lr: 0.014349 || Task Loss: 0.1700 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:20:45 || Estimated Time: 1 day, 23:50:19
2023-08-05 09:31:16,414 semantic_segmentation INFO: Iters: 46290/150000 || Lr: 0.014348 || Task Loss: 0.1627 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:50:01
2023-08-05 09:31:32,339 semantic_segmentation INFO: Iters: 46300/150000 || Lr: 0.014347 || Task Loss: 0.2732 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:21:16 || Estimated Time: 1 day, 23:49:43
2023-08-05 09:31:48,259 semantic_segmentation INFO: Iters: 46310/150000 || Lr: 0.014345 || Task Loss: 0.2112 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:21:32 || Estimated Time: 1 day, 23:49:24
2023-08-05 09:32:04,174 semantic_segmentation INFO: Iters: 46320/150000 || Lr: 0.014344 || Task Loss: 0.3151 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:21:48 || Estimated Time: 1 day, 23:49:06
2023-08-05 09:32:20,127 semantic_segmentation INFO: Iters: 46330/150000 || Lr: 0.014343 || Task Loss: 0.3176 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:22:04 || Estimated Time: 1 day, 23:48:48
2023-08-05 09:32:36,073 semantic_segmentation INFO: Iters: 46340/150000 || Lr: 0.014342 || Task Loss: 0.2048 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:22:20 || Estimated Time: 1 day, 23:48:30
2023-08-05 09:32:52,026 semantic_segmentation INFO: Iters: 46350/150000 || Lr: 0.014340 || Task Loss: 0.1911 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:22:36 || Estimated Time: 1 day, 23:48:12
2023-08-05 09:33:07,971 semantic_segmentation INFO: Iters: 46360/150000 || Lr: 0.014339 || Task Loss: 0.2001 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:22:52 || Estimated Time: 1 day, 23:47:54
2023-08-05 09:33:23,894 semantic_segmentation INFO: Iters: 46370/150000 || Lr: 0.014338 || Task Loss: 0.2462 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:23:08 || Estimated Time: 1 day, 23:47:36
2023-08-05 09:33:39,794 semantic_segmentation INFO: Iters: 46380/150000 || Lr: 0.014337 || Task Loss: 0.2780 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:23:24 || Estimated Time: 1 day, 23:47:18
2023-08-05 09:33:55,696 semantic_segmentation INFO: Iters: 46390/150000 || Lr: 0.014336 || Task Loss: 0.3795 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:23:40 || Estimated Time: 1 day, 23:47:00
2023-08-05 09:34:11,605 semantic_segmentation INFO: Iters: 46400/150000 || Lr: 0.014334 || Task Loss: 0.2254 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:23:56 || Estimated Time: 1 day, 23:46:41
2023-08-05 09:34:11,699 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 09:34:12,553 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.398
2023-08-05 09:34:12,682 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.468
2023-08-05 09:34:12,805 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.484
2023-08-05 09:34:12,921 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.517
2023-08-05 09:34:13,042 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.509
2023-08-05 09:34:13,166 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.511
2023-08-05 09:34:13,287 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.534
2023-08-05 09:34:13,405 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.564
2023-08-05 09:34:13,527 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.608
2023-08-05 09:34:13,644 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.631
2023-08-05 09:34:13,765 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.626
2023-08-05 09:34:13,881 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.660
2023-08-05 09:34:14,002 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.669
2023-08-05 09:34:14,123 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.665
2023-08-05 09:34:14,244 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.632
2023-08-05 09:34:14,360 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.624
2023-08-05 09:34:14,482 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.627
2023-08-05 09:34:14,599 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.630
2023-08-05 09:34:14,720 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.637
2023-08-05 09:34:14,842 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.645
2023-08-05 09:34:14,962 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.648
2023-08-05 09:34:15,086 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.677
2023-08-05 09:34:15,207 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.677
2023-08-05 09:34:15,326 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.683
2023-08-05 09:34:15,447 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 09:34:15,563 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 09:34:15,684 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 09:34:15,800 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 09:34:15,920 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.678
2023-08-05 09:34:16,036 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.683
2023-08-05 09:34:16,157 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.681
2023-08-05 09:34:16,274 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 09:34:16,395 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 09:34:16,512 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.679
2023-08-05 09:34:16,633 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.680
2023-08-05 09:34:16,749 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 09:34:16,870 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 09:34:16,987 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.676
2023-08-05 09:34:17,107 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 09:34:17,223 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 09:34:17,344 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-05 09:34:17,461 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.670
2023-08-05 09:34:17,583 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 09:34:17,701 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 09:34:17,822 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 09:34:17,941 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 09:34:18,061 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 09:34:18,186 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.671
2023-08-05 09:34:18,307 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-05 09:34:18,425 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-05 09:34:18,546 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-05 09:34:18,664 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.687
2023-08-05 09:34:18,784 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.683
2023-08-05 09:34:18,900 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 09:34:19,021 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 09:34:19,139 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.678
2023-08-05 09:34:19,259 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.679
2023-08-05 09:34:19,376 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.685
2023-08-05 09:34:19,497 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.686
2023-08-05 09:34:19,613 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.685
2023-08-05 09:34:19,734 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 09:34:19,851 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 09:34:19,971 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 09:34:20,088 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 09:34:20,212 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 09:34:20,330 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.697
2023-08-05 09:34:20,455 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 09:34:20,572 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 09:34:20,698 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 09:34:20,815 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 09:34:20,941 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 09:34:21,058 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.690
2023-08-05 09:34:21,178 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.686
2023-08-05 09:34:21,296 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.686
2023-08-05 09:34:21,416 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 09:34:21,532 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 09:34:21,652 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 09:34:21,769 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.687
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2023-08-05 09:35:08,860 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:08,981 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:09,097 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:09,215 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:09,335 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:09,457 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:09,576 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:09,698 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:09,816 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:09,937 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:10,061 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:10,182 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:10,299 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:10,421 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:10,537 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 09:35:10,659 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:35:10,776 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:35:10,897 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:35:11,015 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:35:11,136 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:35:11,253 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:35:11,375 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:35:11,491 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:35:11,612 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 09:35:11,729 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 09:35:11,851 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 09:35:11,968 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 09:35:12,089 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 09:35:12,206 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 09:35:28,200 semantic_segmentation INFO: Iters: 46410/150000 || Lr: 0.014333 || Task Loss: 0.2187 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:25:12 || Estimated Time: 1 day, 23:48:39
2023-08-05 09:35:44,083 semantic_segmentation INFO: Iters: 46420/150000 || Lr: 0.014332 || Task Loss: 0.2375 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:25:28 || Estimated Time: 1 day, 23:48:20
2023-08-05 09:35:59,978 semantic_segmentation INFO: Iters: 46430/150000 || Lr: 0.014331 || Task Loss: 0.3985 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:25:44 || Estimated Time: 1 day, 23:48:02
2023-08-05 09:36:15,869 semantic_segmentation INFO: Iters: 46440/150000 || Lr: 0.014329 || Task Loss: 0.2808 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:26:00 || Estimated Time: 1 day, 23:47:44
2023-08-05 09:36:31,805 semantic_segmentation INFO: Iters: 46450/150000 || Lr: 0.014328 || Task Loss: 0.2667 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:26:16 || Estimated Time: 1 day, 23:47:26
2023-08-05 09:36:47,712 semantic_segmentation INFO: Iters: 46460/150000 || Lr: 0.014327 || Task Loss: 0.2052 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:26:32 || Estimated Time: 1 day, 23:47:08
2023-08-05 09:37:03,613 semantic_segmentation INFO: Iters: 46470/150000 || Lr: 0.014326 || Task Loss: 0.2058 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:26:48 || Estimated Time: 1 day, 23:46:49
2023-08-05 09:37:19,504 semantic_segmentation INFO: Iters: 46480/150000 || Lr: 0.014324 || Task Loss: 0.3789 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:27:04 || Estimated Time: 1 day, 23:46:31
2023-08-05 09:37:35,389 semantic_segmentation INFO: Iters: 46490/150000 || Lr: 0.014323 || Task Loss: 0.3332 || KD Loss: 0.1129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:27:19 || Estimated Time: 1 day, 23:46:13
2023-08-05 09:37:51,296 semantic_segmentation INFO: Iters: 46500/150000 || Lr: 0.014322 || Task Loss: 0.9529 || KD Loss: 0.5269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:27:35 || Estimated Time: 1 day, 23:45:55
2023-08-05 09:38:07,201 semantic_segmentation INFO: Iters: 46510/150000 || Lr: 0.014321 || Task Loss: 0.3559 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:27:51 || Estimated Time: 1 day, 23:45:37
2023-08-05 09:38:23,068 semantic_segmentation INFO: Iters: 46520/150000 || Lr: 0.014319 || Task Loss: 0.2822 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:45:18
2023-08-05 09:38:38,921 semantic_segmentation INFO: Iters: 46530/150000 || Lr: 0.014318 || Task Loss: 0.2892 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:28:23 || Estimated Time: 1 day, 23:45:00
2023-08-05 09:38:54,781 semantic_segmentation INFO: Iters: 46540/150000 || Lr: 0.014317 || Task Loss: 0.2429 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:28:39 || Estimated Time: 1 day, 23:44:42
2023-08-05 09:39:10,658 semantic_segmentation INFO: Iters: 46550/150000 || Lr: 0.014316 || Task Loss: 0.2076 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:28:55 || Estimated Time: 1 day, 23:44:24
2023-08-05 09:39:26,522 semantic_segmentation INFO: Iters: 46560/150000 || Lr: 0.014314 || Task Loss: 0.1720 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:29:11 || Estimated Time: 1 day, 23:44:05
2023-08-05 09:39:42,398 semantic_segmentation INFO: Iters: 46570/150000 || Lr: 0.014313 || Task Loss: 0.1704 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:29:26 || Estimated Time: 1 day, 23:43:47
2023-08-05 09:39:58,257 semantic_segmentation INFO: Iters: 46580/150000 || Lr: 0.014312 || Task Loss: 0.3211 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:29:42 || Estimated Time: 1 day, 23:43:29
2023-08-05 09:40:14,107 semantic_segmentation INFO: Iters: 46590/150000 || Lr: 0.014311 || Task Loss: 0.2330 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:29:58 || Estimated Time: 1 day, 23:43:10
2023-08-05 09:40:29,975 semantic_segmentation INFO: Iters: 46600/150000 || Lr: 0.014309 || Task Loss: 0.3733 || KD Loss: 0.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:30:14 || Estimated Time: 1 day, 23:42:52
2023-08-05 09:40:45,862 semantic_segmentation INFO: Iters: 46610/150000 || Lr: 0.014308 || Task Loss: 0.4280 || KD Loss: 0.1565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:30:30 || Estimated Time: 1 day, 23:42:34
2023-08-05 09:41:01,753 semantic_segmentation INFO: Iters: 46620/150000 || Lr: 0.014307 || Task Loss: 0.3426 || KD Loss: 0.1574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:42:16
2023-08-05 09:41:17,651 semantic_segmentation INFO: Iters: 46630/150000 || Lr: 0.014306 || Task Loss: 0.3376 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:31:02 || Estimated Time: 1 day, 23:41:58
2023-08-05 09:41:33,569 semantic_segmentation INFO: Iters: 46640/150000 || Lr: 0.014304 || Task Loss: 0.2662 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:31:18 || Estimated Time: 1 day, 23:41:39
2023-08-05 09:41:49,493 semantic_segmentation INFO: Iters: 46650/150000 || Lr: 0.014303 || Task Loss: 0.3941 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:31:34 || Estimated Time: 1 day, 23:41:21
2023-08-05 09:42:05,429 semantic_segmentation INFO: Iters: 46660/150000 || Lr: 0.014302 || Task Loss: 0.2677 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:31:49 || Estimated Time: 1 day, 23:41:03
2023-08-05 09:42:21,372 semantic_segmentation INFO: Iters: 46670/150000 || Lr: 0.014301 || Task Loss: 0.2685 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:05 || Estimated Time: 1 day, 23:40:45
2023-08-05 09:42:37,316 semantic_segmentation INFO: Iters: 46680/150000 || Lr: 0.014299 || Task Loss: 0.2370 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:21 || Estimated Time: 1 day, 23:40:27
2023-08-05 09:42:53,230 semantic_segmentation INFO: Iters: 46690/150000 || Lr: 0.014298 || Task Loss: 0.2441 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:37 || Estimated Time: 1 day, 23:40:09
2023-08-05 09:43:09,130 semantic_segmentation INFO: Iters: 46700/150000 || Lr: 0.014297 || Task Loss: 0.1735 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:53 || Estimated Time: 1 day, 23:39:51
2023-08-05 09:43:25,033 semantic_segmentation INFO: Iters: 46710/150000 || Lr: 0.014296 || Task Loss: 0.4025 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:33:09 || Estimated Time: 1 day, 23:39:32
2023-08-05 09:43:40,971 semantic_segmentation INFO: Iters: 46720/150000 || Lr: 0.014294 || Task Loss: 0.2193 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:33:25 || Estimated Time: 1 day, 23:39:14
2023-08-05 09:43:56,904 semantic_segmentation INFO: Iters: 46730/150000 || Lr: 0.014293 || Task Loss: 0.3067 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:33:41 || Estimated Time: 1 day, 23:38:56
2023-08-05 09:44:12,803 semantic_segmentation INFO: Iters: 46740/150000 || Lr: 0.014292 || Task Loss: 0.2349 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:33:57 || Estimated Time: 1 day, 23:38:38
2023-08-05 09:44:28,757 semantic_segmentation INFO: Iters: 46750/150000 || Lr: 0.014291 || Task Loss: 0.4053 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:34:13 || Estimated Time: 1 day, 23:38:20
2023-08-05 09:44:44,696 semantic_segmentation INFO: Iters: 46760/150000 || Lr: 0.014289 || Task Loss: 0.3280 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:34:29 || Estimated Time: 1 day, 23:38:02
2023-08-05 09:45:00,622 semantic_segmentation INFO: Iters: 46770/150000 || Lr: 0.014288 || Task Loss: 0.4954 || KD Loss: 0.2617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:37:44
2023-08-05 09:45:16,519 semantic_segmentation INFO: Iters: 46780/150000 || Lr: 0.014287 || Task Loss: 0.2821 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:35:01 || Estimated Time: 1 day, 23:37:26
2023-08-05 09:45:32,415 semantic_segmentation INFO: Iters: 46790/150000 || Lr: 0.014286 || Task Loss: 0.2658 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:35:16 || Estimated Time: 1 day, 23:37:07
2023-08-05 09:45:48,333 semantic_segmentation INFO: Iters: 46800/150000 || Lr: 0.014284 || Task Loss: 0.2880 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:35:32 || Estimated Time: 1 day, 23:36:49
2023-08-05 09:46:04,261 semantic_segmentation INFO: Iters: 46810/150000 || Lr: 0.014283 || Task Loss: 0.1966 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:35:48 || Estimated Time: 1 day, 23:36:31
2023-08-05 09:46:20,142 semantic_segmentation INFO: Iters: 46820/150000 || Lr: 0.014282 || Task Loss: 0.2668 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:36:04 || Estimated Time: 1 day, 23:36:13
2023-08-05 09:46:36,001 semantic_segmentation INFO: Iters: 46830/150000 || Lr: 0.014281 || Task Loss: 0.2684 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:36:20 || Estimated Time: 1 day, 23:35:55
2023-08-05 09:46:51,862 semantic_segmentation INFO: Iters: 46840/150000 || Lr: 0.014279 || Task Loss: 0.1633 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:36:36 || Estimated Time: 1 day, 23:35:36
2023-08-05 09:47:07,741 semantic_segmentation INFO: Iters: 46850/150000 || Lr: 0.014278 || Task Loss: 0.2471 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:36:52 || Estimated Time: 1 day, 23:35:18
2023-08-05 09:47:23,609 semantic_segmentation INFO: Iters: 46860/150000 || Lr: 0.014277 || Task Loss: 0.2561 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:37:08 || Estimated Time: 1 day, 23:35:00
2023-08-05 09:47:39,444 semantic_segmentation INFO: Iters: 46870/150000 || Lr: 0.014276 || Task Loss: 0.3263 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:37:23 || Estimated Time: 1 day, 23:34:42
2023-08-05 09:47:55,305 semantic_segmentation INFO: Iters: 46880/150000 || Lr: 0.014274 || Task Loss: 0.2196 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:37:39 || Estimated Time: 1 day, 23:34:23
2023-08-05 09:48:11,170 semantic_segmentation INFO: Iters: 46890/150000 || Lr: 0.014273 || Task Loss: 0.2472 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:37:55 || Estimated Time: 1 day, 23:34:05
2023-08-05 09:48:27,063 semantic_segmentation INFO: Iters: 46900/150000 || Lr: 0.014272 || Task Loss: 0.3444 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:38:11 || Estimated Time: 1 day, 23:33:47
2023-08-05 09:48:42,965 semantic_segmentation INFO: Iters: 46910/150000 || Lr: 0.014271 || Task Loss: 0.4150 || KD Loss: 0.1861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:33:29
2023-08-05 09:48:58,851 semantic_segmentation INFO: Iters: 46920/150000 || Lr: 0.014269 || Task Loss: 0.3816 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:38:43 || Estimated Time: 1 day, 23:33:11
2023-08-05 09:49:14,731 semantic_segmentation INFO: Iters: 46930/150000 || Lr: 0.014268 || Task Loss: 0.3230 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:38:59 || Estimated Time: 1 day, 23:32:52
2023-08-05 09:49:30,598 semantic_segmentation INFO: Iters: 46940/150000 || Lr: 0.014267 || Task Loss: 0.3436 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:39:15 || Estimated Time: 1 day, 23:32:34
2023-08-05 09:49:46,462 semantic_segmentation INFO: Iters: 46950/150000 || Lr: 0.014266 || Task Loss: 0.3192 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:39:31 || Estimated Time: 1 day, 23:32:16
2023-08-05 09:50:02,316 semantic_segmentation INFO: Iters: 46960/150000 || Lr: 0.014265 || Task Loss: 0.3003 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:39:46 || Estimated Time: 1 day, 23:31:58
2023-08-05 09:50:18,161 semantic_segmentation INFO: Iters: 46970/150000 || Lr: 0.014263 || Task Loss: 0.5688 || KD Loss: 0.2878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:40:02 || Estimated Time: 1 day, 23:31:39
2023-08-05 09:50:34,032 semantic_segmentation INFO: Iters: 46980/150000 || Lr: 0.014262 || Task Loss: 0.3074 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:40:18 || Estimated Time: 1 day, 23:31:21
2023-08-05 09:50:49,875 semantic_segmentation INFO: Iters: 46990/150000 || Lr: 0.014261 || Task Loss: 0.3087 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:40:34 || Estimated Time: 1 day, 23:31:03
2023-08-05 09:51:05,729 semantic_segmentation INFO: Iters: 47000/150000 || Lr: 0.014260 || Task Loss: 0.3174 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:40:50 || Estimated Time: 1 day, 23:30:45
2023-08-05 09:51:21,592 semantic_segmentation INFO: Iters: 47010/150000 || Lr: 0.014258 || Task Loss: 0.3811 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:41:06 || Estimated Time: 1 day, 23:30:26
2023-08-05 09:51:37,458 semantic_segmentation INFO: Iters: 47020/150000 || Lr: 0.014257 || Task Loss: 0.3992 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:41:21 || Estimated Time: 1 day, 23:30:08
2023-08-05 09:51:53,345 semantic_segmentation INFO: Iters: 47030/150000 || Lr: 0.014256 || Task Loss: 0.5277 || KD Loss: 0.2046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:41:37 || Estimated Time: 1 day, 23:29:50
2023-08-05 09:52:09,251 semantic_segmentation INFO: Iters: 47040/150000 || Lr: 0.014255 || Task Loss: 0.2586 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:41:53 || Estimated Time: 1 day, 23:29:32
2023-08-05 09:52:25,145 semantic_segmentation INFO: Iters: 47050/150000 || Lr: 0.014253 || Task Loss: 0.3739 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:09 || Estimated Time: 1 day, 23:29:14
2023-08-05 09:52:41,046 semantic_segmentation INFO: Iters: 47060/150000 || Lr: 0.014252 || Task Loss: 0.3633 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:25 || Estimated Time: 1 day, 23:28:56
2023-08-05 09:52:56,971 semantic_segmentation INFO: Iters: 47070/150000 || Lr: 0.014251 || Task Loss: 0.4576 || KD Loss: 0.1823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:41 || Estimated Time: 1 day, 23:28:37
2023-08-05 09:53:12,901 semantic_segmentation INFO: Iters: 47080/150000 || Lr: 0.014250 || Task Loss: 0.4200 || KD Loss: 0.2391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:57 || Estimated Time: 1 day, 23:28:19
2023-08-05 09:53:28,824 semantic_segmentation INFO: Iters: 47090/150000 || Lr: 0.014248 || Task Loss: 0.2346 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:43:13 || Estimated Time: 1 day, 23:28:01
2023-08-05 09:53:44,762 semantic_segmentation INFO: Iters: 47100/150000 || Lr: 0.014247 || Task Loss: 0.3029 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:43:29 || Estimated Time: 1 day, 23:27:43
2023-08-05 09:54:00,690 semantic_segmentation INFO: Iters: 47110/150000 || Lr: 0.014246 || Task Loss: 0.3023 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:43:45 || Estimated Time: 1 day, 23:27:25
2023-08-05 09:54:16,613 semantic_segmentation INFO: Iters: 47120/150000 || Lr: 0.014245 || Task Loss: 0.3086 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:44:01 || Estimated Time: 1 day, 23:27:07
2023-08-05 09:54:32,561 semantic_segmentation INFO: Iters: 47130/150000 || Lr: 0.014243 || Task Loss: 0.3024 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:44:17 || Estimated Time: 1 day, 23:26:49
2023-08-05 09:54:48,494 semantic_segmentation INFO: Iters: 47140/150000 || Lr: 0.014242 || Task Loss: 0.2840 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:44:33 || Estimated Time: 1 day, 23:26:31
2023-08-05 09:55:04,416 semantic_segmentation INFO: Iters: 47150/150000 || Lr: 0.014241 || Task Loss: 0.3011 || KD Loss: 0.1004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:26:13
2023-08-05 09:55:20,356 semantic_segmentation INFO: Iters: 47160/150000 || Lr: 0.014240 || Task Loss: 0.7706 || KD Loss: 0.1716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:45:04 || Estimated Time: 1 day, 23:25:55
2023-08-05 09:55:36,281 semantic_segmentation INFO: Iters: 47170/150000 || Lr: 0.014238 || Task Loss: 0.3358 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:45:20 || Estimated Time: 1 day, 23:25:37
2023-08-05 09:55:52,195 semantic_segmentation INFO: Iters: 47180/150000 || Lr: 0.014237 || Task Loss: 0.3027 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:45:36 || Estimated Time: 1 day, 23:25:19
2023-08-05 09:56:08,136 semantic_segmentation INFO: Iters: 47190/150000 || Lr: 0.014236 || Task Loss: 0.3744 || KD Loss: 0.1504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:45:52 || Estimated Time: 1 day, 23:25:01
2023-08-05 09:56:24,058 semantic_segmentation INFO: Iters: 47200/150000 || Lr: 0.014235 || Task Loss: 0.2556 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:46:08 || Estimated Time: 1 day, 23:24:42
2023-08-05 09:56:24,144 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 09:56:24,916 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.945, mIoU: 0.382
2023-08-05 09:56:25,040 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.491
2023-08-05 09:56:25,163 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.508
2023-08-05 09:56:25,279 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.536
2023-08-05 09:56:25,400 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.527
2023-08-05 09:56:25,518 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.529
2023-08-05 09:56:25,640 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.524
2023-08-05 09:56:25,757 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.533
2023-08-05 09:56:25,877 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.583
2023-08-05 09:56:25,994 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.617
2023-08-05 09:56:26,115 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.622
2023-08-05 09:56:26,232 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.647
2023-08-05 09:56:26,353 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.640
2023-08-05 09:56:26,470 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.618
2023-08-05 09:56:26,591 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.628
2023-08-05 09:56:26,709 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.621
2023-08-05 09:56:26,829 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.626
2023-08-05 09:56:26,946 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.625
2023-08-05 09:56:27,067 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.634
2023-08-05 09:56:27,186 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.641
2023-08-05 09:56:27,307 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.644
2023-08-05 09:56:27,425 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.655
2023-08-05 09:56:27,546 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.656
2023-08-05 09:56:27,664 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.663
2023-08-05 09:56:27,786 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 09:56:27,903 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-05 09:56:28,024 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.669
2023-08-05 09:56:28,141 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-05 09:56:28,261 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.666
2023-08-05 09:56:28,378 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-05 09:56:28,499 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-05 09:56:28,615 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-05 09:56:28,737 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-05 09:56:28,853 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 09:56:28,974 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 09:56:29,090 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 09:56:29,211 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 09:56:29,329 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.669
2023-08-05 09:56:29,449 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 09:56:29,565 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 09:56:29,686 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 09:56:29,803 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.666
2023-08-05 09:56:29,924 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.667
2023-08-05 09:56:30,041 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 09:56:30,163 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.667
2023-08-05 09:56:30,282 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.667
2023-08-05 09:56:30,403 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.668
2023-08-05 09:56:30,520 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.667
2023-08-05 09:56:30,642 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.672
2023-08-05 09:56:30,762 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 09:56:30,882 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 09:56:31,000 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-05 09:56:31,120 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-05 09:56:31,239 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 09:56:31,359 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 09:56:31,476 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.686
2023-08-05 09:56:31,596 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.686
2023-08-05 09:56:31,714 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 09:56:31,834 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 09:56:31,949 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-05 09:56:32,072 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 09:56:32,190 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 09:56:32,310 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 09:56:32,426 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 09:56:32,547 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 09:56:32,664 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.702
2023-08-05 09:56:32,785 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 09:56:32,902 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-05 09:56:33,022 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 09:56:33,139 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 09:56:33,260 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 09:56:33,376 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 09:56:33,498 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 09:56:33,615 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 09:56:33,737 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 09:56:33,854 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.693
2023-08-05 09:56:33,973 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.693
2023-08-05 09:56:34,089 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.693
2023-08-05 09:56:34,210 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 09:56:34,328 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.693
2023-08-05 09:56:34,450 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 09:56:34,566 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 09:56:34,687 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 09:56:34,803 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 09:56:34,923 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 09:56:35,040 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 09:56:35,161 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 09:56:35,279 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 09:56:35,399 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 09:56:35,516 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 09:56:35,637 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 09:56:35,755 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 09:56:35,875 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 09:56:35,992 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 09:56:36,114 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 09:56:36,233 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 09:56:36,353 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 09:56:36,469 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 09:56:36,592 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 09:56:36,711 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 09:56:36,831 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 09:56:36,948 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 09:56:37,068 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 09:56:37,185 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 09:56:37,306 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 09:56:37,423 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 09:56:37,544 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 09:56:37,661 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 09:56:37,782 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 09:56:37,898 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 09:56:38,020 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 09:56:38,135 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 09:56:38,257 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 09:56:38,373 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 09:56:38,494 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 09:56:38,610 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 09:56:38,732 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 09:56:38,848 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.686
2023-08-05 09:56:38,971 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.683
2023-08-05 09:56:39,089 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.683
2023-08-05 09:56:39,210 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.682
2023-08-05 09:56:39,329 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.681
2023-08-05 09:56:39,450 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.682
2023-08-05 09:56:39,568 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.684
2023-08-05 09:56:39,689 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.683
2023-08-05 09:56:39,806 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 09:56:39,926 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 09:56:40,043 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 09:56:40,164 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 09:56:40,283 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 09:56:40,403 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 09:56:40,519 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 09:56:40,640 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 09:56:40,758 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 09:56:40,880 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 09:56:40,997 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 09:56:41,118 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 09:56:41,236 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.684
2023-08-05 09:56:41,356 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.685
2023-08-05 09:56:41,473 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.687
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2023-08-05 09:56:41,948 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.686
2023-08-05 09:56:42,068 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.686
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2023-08-05 09:56:42,784 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.688
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2023-08-05 09:57:11,837 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 09:57:11,954 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 09:57:12,076 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:12,193 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:12,315 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:12,432 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:12,553 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:12,670 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 09:57:12,792 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 09:57:12,909 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 09:57:13,032 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:13,150 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:13,272 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:13,389 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:13,510 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:13,627 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 09:57:13,749 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:13,867 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 09:57:13,989 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 09:57:14,106 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 09:57:14,228 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 09:57:14,344 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:14,467 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:14,584 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:14,705 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:14,823 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:14,944 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:15,061 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:15,182 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:15,300 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:15,423 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:15,540 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:15,661 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 09:57:15,779 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 09:57:15,901 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 09:57:16,020 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 09:57:16,142 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 09:57:16,258 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 09:57:16,380 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 09:57:16,497 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 09:57:16,619 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 09:57:16,736 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 09:57:16,858 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 09:57:16,975 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 09:57:17,096 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 09:57:17,213 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 09:57:17,335 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:17,452 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:17,573 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 09:57:17,691 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:17,813 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:17,930 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:18,050 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:18,168 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:18,290 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:18,408 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:18,529 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:18,646 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:18,768 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:18,887 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:19,007 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 09:57:19,124 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 09:57:19,245 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:19,364 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:19,485 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:19,599 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 09:57:19,720 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:19,838 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:19,959 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:20,076 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:20,197 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:20,315 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:20,436 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-05 09:57:20,554 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:20,677 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:20,794 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:20,915 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:21,032 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:21,155 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:21,272 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:21,390 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:21,507 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:21,629 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 09:57:21,749 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:21,871 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:21,988 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:22,110 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:22,227 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:22,349 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:22,467 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:22,589 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:22,705 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:22,826 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:22,943 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:23,066 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 09:57:23,184 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:23,305 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:23,423 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:23,545 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:23,661 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:23,782 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:23,900 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:24,021 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:24,138 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:24,259 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:24,375 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 09:57:40,379 semantic_segmentation INFO: Iters: 47210/150000 || Lr: 0.014233 || Task Loss: 0.4405 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:47:24 || Estimated Time: 1 day, 23:26:36
2023-08-05 09:57:56,465 semantic_segmentation INFO: Iters: 47220/150000 || Lr: 0.014232 || Task Loss: 0.1720 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:47:41 || Estimated Time: 1 day, 23:26:18
2023-08-05 09:58:12,388 semantic_segmentation INFO: Iters: 47230/150000 || Lr: 0.014231 || Task Loss: 0.2317 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:26:00
2023-08-05 09:58:28,320 semantic_segmentation INFO: Iters: 47240/150000 || Lr: 0.014230 || Task Loss: 0.2729 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:48:12 || Estimated Time: 1 day, 23:25:42
2023-08-05 09:58:44,224 semantic_segmentation INFO: Iters: 47250/150000 || Lr: 0.014228 || Task Loss: 0.4579 || KD Loss: 0.1557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:48:28 || Estimated Time: 1 day, 23:25:24
2023-08-05 09:59:00,116 semantic_segmentation INFO: Iters: 47260/150000 || Lr: 0.014227 || Task Loss: 0.2284 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:48:44 || Estimated Time: 1 day, 23:25:06
2023-08-05 09:59:16,000 semantic_segmentation INFO: Iters: 47270/150000 || Lr: 0.014226 || Task Loss: 0.2044 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:49:00 || Estimated Time: 1 day, 23:24:47
2023-08-05 09:59:31,896 semantic_segmentation INFO: Iters: 47280/150000 || Lr: 0.014225 || Task Loss: 0.3026 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:49:16 || Estimated Time: 1 day, 23:24:29
2023-08-05 09:59:47,818 semantic_segmentation INFO: Iters: 47290/150000 || Lr: 0.014223 || Task Loss: 0.1999 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:49:32 || Estimated Time: 1 day, 23:24:11
2023-08-05 10:00:03,712 semantic_segmentation INFO: Iters: 47300/150000 || Lr: 0.014222 || Task Loss: 0.1581 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:49:48 || Estimated Time: 1 day, 23:23:53
2023-08-05 10:00:19,605 semantic_segmentation INFO: Iters: 47310/150000 || Lr: 0.014221 || Task Loss: 0.2614 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:50:04 || Estimated Time: 1 day, 23:23:35
2023-08-05 10:00:35,503 semantic_segmentation INFO: Iters: 47320/150000 || Lr: 0.014220 || Task Loss: 0.2080 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:50:20 || Estimated Time: 1 day, 23:23:17
2023-08-05 10:00:51,407 semantic_segmentation INFO: Iters: 47330/150000 || Lr: 0.014218 || Task Loss: 0.2784 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:50:35 || Estimated Time: 1 day, 23:22:58
2023-08-05 10:01:07,281 semantic_segmentation INFO: Iters: 47340/150000 || Lr: 0.014217 || Task Loss: 0.2144 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:50:51 || Estimated Time: 1 day, 23:22:40
2023-08-05 10:01:23,176 semantic_segmentation INFO: Iters: 47350/150000 || Lr: 0.014216 || Task Loss: 0.3685 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:07 || Estimated Time: 1 day, 23:22:22
2023-08-05 10:01:39,054 semantic_segmentation INFO: Iters: 47360/150000 || Lr: 0.014215 || Task Loss: 0.4441 || KD Loss: 0.3313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:23 || Estimated Time: 1 day, 23:22:04
2023-08-05 10:01:54,935 semantic_segmentation INFO: Iters: 47370/150000 || Lr: 0.014213 || Task Loss: 0.3035 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:39 || Estimated Time: 1 day, 23:21:46
2023-08-05 10:02:10,820 semantic_segmentation INFO: Iters: 47380/150000 || Lr: 0.014212 || Task Loss: 0.3255 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:55 || Estimated Time: 1 day, 23:21:27
2023-08-05 10:02:26,724 semantic_segmentation INFO: Iters: 47390/150000 || Lr: 0.014211 || Task Loss: 0.2272 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:21:09
2023-08-05 10:02:42,631 semantic_segmentation INFO: Iters: 47400/150000 || Lr: 0.014210 || Task Loss: 0.5486 || KD Loss: 0.2543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:52:27 || Estimated Time: 1 day, 23:20:51
2023-08-05 10:02:58,550 semantic_segmentation INFO: Iters: 47410/150000 || Lr: 0.014208 || Task Loss: 0.2588 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:52:43 || Estimated Time: 1 day, 23:20:33
2023-08-05 10:03:14,475 semantic_segmentation INFO: Iters: 47420/150000 || Lr: 0.014207 || Task Loss: 0.2175 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:52:59 || Estimated Time: 1 day, 23:20:15
2023-08-05 10:03:30,398 semantic_segmentation INFO: Iters: 47430/150000 || Lr: 0.014206 || Task Loss: 0.3756 || KD Loss: 0.1797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:53:14 || Estimated Time: 1 day, 23:19:57
2023-08-05 10:03:46,314 semantic_segmentation INFO: Iters: 47440/150000 || Lr: 0.014205 || Task Loss: 0.5705 || KD Loss: 0.2805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:53:30 || Estimated Time: 1 day, 23:19:39
2023-08-05 10:04:02,260 semantic_segmentation INFO: Iters: 47450/150000 || Lr: 0.014203 || Task Loss: 0.3875 || KD Loss: 0.1526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:53:46 || Estimated Time: 1 day, 23:19:21
2023-08-05 10:04:18,203 semantic_segmentation INFO: Iters: 47460/150000 || Lr: 0.014202 || Task Loss: 0.3125 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:54:02 || Estimated Time: 1 day, 23:19:03
2023-08-05 10:04:34,149 semantic_segmentation INFO: Iters: 47470/150000 || Lr: 0.014201 || Task Loss: 0.1506 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:54:18 || Estimated Time: 1 day, 23:18:44
2023-08-05 10:04:50,098 semantic_segmentation INFO: Iters: 47480/150000 || Lr: 0.014200 || Task Loss: 0.2218 || KD Loss: 0.1055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:54:34 || Estimated Time: 1 day, 23:18:26
2023-08-05 10:05:06,029 semantic_segmentation INFO: Iters: 47490/150000 || Lr: 0.014198 || Task Loss: 0.2669 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:54:50 || Estimated Time: 1 day, 23:18:08
2023-08-05 10:05:21,943 semantic_segmentation INFO: Iters: 47500/150000 || Lr: 0.014197 || Task Loss: 0.2650 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:17:50
2023-08-05 10:05:37,876 semantic_segmentation INFO: Iters: 47510/150000 || Lr: 0.014196 || Task Loss: 0.1896 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:55:22 || Estimated Time: 1 day, 23:17:32
2023-08-05 10:05:53,812 semantic_segmentation INFO: Iters: 47520/150000 || Lr: 0.014195 || Task Loss: 0.2475 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:55:38 || Estimated Time: 1 day, 23:17:14
2023-08-05 10:06:09,734 semantic_segmentation INFO: Iters: 47530/150000 || Lr: 0.014193 || Task Loss: 0.2275 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:55:54 || Estimated Time: 1 day, 23:16:56
2023-08-05 10:06:25,655 semantic_segmentation INFO: Iters: 47540/150000 || Lr: 0.014192 || Task Loss: 0.4796 || KD Loss: 0.2126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:10 || Estimated Time: 1 day, 23:16:38
2023-08-05 10:06:41,588 semantic_segmentation INFO: Iters: 47550/150000 || Lr: 0.014191 || Task Loss: 0.1929 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:26 || Estimated Time: 1 day, 23:16:20
2023-08-05 10:06:57,530 semantic_segmentation INFO: Iters: 47560/150000 || Lr: 0.014190 || Task Loss: 0.1981 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:42 || Estimated Time: 1 day, 23:16:02
2023-08-05 10:07:13,478 semantic_segmentation INFO: Iters: 47570/150000 || Lr: 0.014188 || Task Loss: 0.2703 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:58 || Estimated Time: 1 day, 23:15:44
2023-08-05 10:07:29,440 semantic_segmentation INFO: Iters: 47580/150000 || Lr: 0.014187 || Task Loss: 0.3950 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:57:13 || Estimated Time: 1 day, 23:15:26
2023-08-05 10:07:45,392 semantic_segmentation INFO: Iters: 47590/150000 || Lr: 0.014186 || Task Loss: 0.3884 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:57:29 || Estimated Time: 1 day, 23:15:08
2023-08-05 10:08:01,327 semantic_segmentation INFO: Iters: 47600/150000 || Lr: 0.014185 || Task Loss: 0.2383 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:57:45 || Estimated Time: 1 day, 23:14:50
2023-08-05 10:08:17,251 semantic_segmentation INFO: Iters: 47610/150000 || Lr: 0.014184 || Task Loss: 0.2672 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:58:01 || Estimated Time: 1 day, 23:14:32
2023-08-05 10:08:33,203 semantic_segmentation INFO: Iters: 47620/150000 || Lr: 0.014182 || Task Loss: 0.2200 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:58:17 || Estimated Time: 1 day, 23:14:14
2023-08-05 10:08:49,134 semantic_segmentation INFO: Iters: 47630/150000 || Lr: 0.014181 || Task Loss: 0.2757 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:58:33 || Estimated Time: 1 day, 23:13:55
2023-08-05 10:09:05,072 semantic_segmentation INFO: Iters: 47640/150000 || Lr: 0.014180 || Task Loss: 0.1743 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:58:49 || Estimated Time: 1 day, 23:13:37
2023-08-05 10:09:20,985 semantic_segmentation INFO: Iters: 47650/150000 || Lr: 0.014179 || Task Loss: 0.3806 || KD Loss: 0.1492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:13:19
2023-08-05 10:09:36,877 semantic_segmentation INFO: Iters: 47660/150000 || Lr: 0.014177 || Task Loss: 0.1541 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:59:21 || Estimated Time: 1 day, 23:13:01
2023-08-05 10:09:52,753 semantic_segmentation INFO: Iters: 47670/150000 || Lr: 0.014176 || Task Loss: 0.3338 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:59:37 || Estimated Time: 1 day, 23:12:43
2023-08-05 10:10:08,636 semantic_segmentation INFO: Iters: 47680/150000 || Lr: 0.014175 || Task Loss: 0.2024 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:59:53 || Estimated Time: 1 day, 23:12:25
2023-08-05 10:10:24,540 semantic_segmentation INFO: Iters: 47690/150000 || Lr: 0.014174 || Task Loss: 0.3441 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:09 || Estimated Time: 1 day, 23:12:07
2023-08-05 10:10:40,421 semantic_segmentation INFO: Iters: 47700/150000 || Lr: 0.014172 || Task Loss: 0.2578 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:24 || Estimated Time: 1 day, 23:11:48
2023-08-05 10:10:56,308 semantic_segmentation INFO: Iters: 47710/150000 || Lr: 0.014171 || Task Loss: 0.4078 || KD Loss: 0.1648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:40 || Estimated Time: 1 day, 23:11:30
2023-08-05 10:11:12,202 semantic_segmentation INFO: Iters: 47720/150000 || Lr: 0.014170 || Task Loss: 0.2436 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:56 || Estimated Time: 1 day, 23:11:12
2023-08-05 10:11:28,082 semantic_segmentation INFO: Iters: 47730/150000 || Lr: 0.014169 || Task Loss: 0.2712 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:01:12 || Estimated Time: 1 day, 23:10:54
2023-08-05 10:11:43,954 semantic_segmentation INFO: Iters: 47740/150000 || Lr: 0.014167 || Task Loss: 0.2973 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:01:28 || Estimated Time: 1 day, 23:10:36
2023-08-05 10:11:59,818 semantic_segmentation INFO: Iters: 47750/150000 || Lr: 0.014166 || Task Loss: 0.1977 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:01:44 || Estimated Time: 1 day, 23:10:18
2023-08-05 10:12:15,699 semantic_segmentation INFO: Iters: 47760/150000 || Lr: 0.014165 || Task Loss: 0.3837 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:02:00 || Estimated Time: 1 day, 23:09:59
2023-08-05 10:12:31,579 semantic_segmentation INFO: Iters: 47770/150000 || Lr: 0.014164 || Task Loss: 0.2228 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:02:16 || Estimated Time: 1 day, 23:09:41
2023-08-05 10:12:47,479 semantic_segmentation INFO: Iters: 47780/150000 || Lr: 0.014162 || Task Loss: 0.2644 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:02:32 || Estimated Time: 1 day, 23:09:23
2023-08-05 10:13:03,398 semantic_segmentation INFO: Iters: 47790/150000 || Lr: 0.014161 || Task Loss: 0.3913 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:09:05
2023-08-05 10:13:19,332 semantic_segmentation INFO: Iters: 47800/150000 || Lr: 0.014160 || Task Loss: 0.3443 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:03:03 || Estimated Time: 1 day, 23:08:47
2023-08-05 10:13:35,265 semantic_segmentation INFO: Iters: 47810/150000 || Lr: 0.014159 || Task Loss: 0.3035 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:03:19 || Estimated Time: 1 day, 23:08:29
2023-08-05 10:13:51,207 semantic_segmentation INFO: Iters: 47820/150000 || Lr: 0.014157 || Task Loss: 0.2334 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:03:35 || Estimated Time: 1 day, 23:08:11
2023-08-05 10:14:07,130 semantic_segmentation INFO: Iters: 47830/150000 || Lr: 0.014156 || Task Loss: 0.1879 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:03:51 || Estimated Time: 1 day, 23:07:53
2023-08-05 10:14:23,044 semantic_segmentation INFO: Iters: 47840/150000 || Lr: 0.014155 || Task Loss: 0.1805 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:04:07 || Estimated Time: 1 day, 23:07:35
2023-08-05 10:14:38,974 semantic_segmentation INFO: Iters: 47850/150000 || Lr: 0.014154 || Task Loss: 0.2796 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:04:23 || Estimated Time: 1 day, 23:07:17
2023-08-05 10:14:54,900 semantic_segmentation INFO: Iters: 47860/150000 || Lr: 0.014152 || Task Loss: 0.2327 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:04:39 || Estimated Time: 1 day, 23:06:59
2023-08-05 10:15:10,847 semantic_segmentation INFO: Iters: 47870/150000 || Lr: 0.014151 || Task Loss: 0.2991 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:04:55 || Estimated Time: 1 day, 23:06:41
2023-08-05 10:15:26,778 semantic_segmentation INFO: Iters: 47880/150000 || Lr: 0.014150 || Task Loss: 0.3311 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:05:11 || Estimated Time: 1 day, 23:06:23
2023-08-05 10:15:42,706 semantic_segmentation INFO: Iters: 47890/150000 || Lr: 0.014149 || Task Loss: 0.1376 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:05:27 || Estimated Time: 1 day, 23:06:05
2023-08-05 10:15:58,637 semantic_segmentation INFO: Iters: 47900/150000 || Lr: 0.014147 || Task Loss: 0.3496 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:05:43 || Estimated Time: 1 day, 23:05:47
2023-08-05 10:16:14,582 semantic_segmentation INFO: Iters: 47910/150000 || Lr: 0.014146 || Task Loss: 0.2412 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:05:29
2023-08-05 10:16:30,537 semantic_segmentation INFO: Iters: 47920/150000 || Lr: 0.014145 || Task Loss: 0.3381 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:06:15 || Estimated Time: 1 day, 23:05:11
2023-08-05 10:16:46,506 semantic_segmentation INFO: Iters: 47930/150000 || Lr: 0.014144 || Task Loss: 0.3195 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:06:31 || Estimated Time: 1 day, 23:04:53
2023-08-05 10:17:02,486 semantic_segmentation INFO: Iters: 47940/150000 || Lr: 0.014142 || Task Loss: 0.2346 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:06:47 || Estimated Time: 1 day, 23:04:35
2023-08-05 10:17:18,456 semantic_segmentation INFO: Iters: 47950/150000 || Lr: 0.014141 || Task Loss: 0.2816 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:07:02 || Estimated Time: 1 day, 23:04:17
2023-08-05 10:17:34,429 semantic_segmentation INFO: Iters: 47960/150000 || Lr: 0.014140 || Task Loss: 0.5736 || KD Loss: 0.2385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:07:18 || Estimated Time: 1 day, 23:03:59
2023-08-05 10:17:50,379 semantic_segmentation INFO: Iters: 47970/150000 || Lr: 0.014139 || Task Loss: 0.1575 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:07:34 || Estimated Time: 1 day, 23:03:41
2023-08-05 10:18:06,326 semantic_segmentation INFO: Iters: 47980/150000 || Lr: 0.014137 || Task Loss: 0.3165 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:07:50 || Estimated Time: 1 day, 23:03:23
2023-08-05 10:18:22,275 semantic_segmentation INFO: Iters: 47990/150000 || Lr: 0.014136 || Task Loss: 0.1527 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:08:06 || Estimated Time: 1 day, 23:03:05
2023-08-05 10:18:38,200 semantic_segmentation INFO: Iters: 48000/150000 || Lr: 0.014135 || Task Loss: 0.2264 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:08:22 || Estimated Time: 1 day, 23:02:47
2023-08-05 10:18:38,284 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 10:18:39,083 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.405
2023-08-05 10:18:39,205 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.484
2023-08-05 10:18:39,327 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.502
2023-08-05 10:18:39,443 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.528
2023-08-05 10:18:39,564 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.517
2023-08-05 10:18:39,681 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.516
2023-08-05 10:18:39,803 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.551
2023-08-05 10:18:39,920 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.589
2023-08-05 10:18:40,041 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.627
2023-08-05 10:18:40,158 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.667
2023-08-05 10:18:40,279 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.672
2023-08-05 10:18:40,396 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.692
2023-08-05 10:18:40,518 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.702
2023-08-05 10:18:40,635 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.702
2023-08-05 10:18:40,757 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.679
2023-08-05 10:18:40,874 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.671
2023-08-05 10:18:40,995 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.672
2023-08-05 10:18:41,112 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.676
2023-08-05 10:18:41,234 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.682
2023-08-05 10:18:41,351 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.688
2023-08-05 10:18:41,472 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.689
2023-08-05 10:18:41,590 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.697
2023-08-05 10:18:41,711 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.698
2023-08-05 10:18:41,830 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.704
2023-08-05 10:18:41,951 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 10:18:42,067 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 10:18:42,189 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 10:18:42,309 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 10:18:42,429 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 10:18:42,545 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 10:18:42,667 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 10:18:42,785 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-05 10:18:42,906 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 10:18:43,023 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.702
2023-08-05 10:18:43,143 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 10:18:43,261 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 10:18:43,381 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 10:18:43,498 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 10:18:43,618 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-05 10:18:43,736 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-05 10:18:43,856 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 10:18:43,973 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.689
2023-08-05 10:18:44,095 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 10:18:44,212 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 10:18:44,333 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 10:18:44,451 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 10:18:44,572 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-05 10:18:44,689 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-05 10:18:44,810 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 10:18:44,927 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 10:18:45,048 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 10:18:45,165 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 10:18:45,286 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:18:45,403 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-05 10:18:45,525 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:18:45,643 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 10:18:45,763 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 10:18:45,880 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 10:18:46,001 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.705
2023-08-05 10:18:46,117 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 10:18:46,239 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 10:18:46,357 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.707
2023-08-05 10:18:46,478 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 10:18:46,594 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.707
2023-08-05 10:18:46,715 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.709
2023-08-05 10:18:46,833 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 10:18:46,954 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-05 10:18:47,072 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.710
2023-08-05 10:18:47,193 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 10:18:47,310 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 10:18:47,431 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 10:18:47,547 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.704
2023-08-05 10:18:47,668 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 10:18:47,785 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 10:18:47,905 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 10:18:48,022 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 10:18:48,141 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 10:18:48,258 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 10:18:48,379 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 10:18:48,497 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 10:18:48,619 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 10:18:48,737 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 10:18:48,856 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 10:18:48,973 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-05 10:18:49,093 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 10:18:49,210 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 10:18:49,332 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 10:18:49,449 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 10:18:49,570 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 10:18:49,686 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 10:18:49,808 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 10:18:49,924 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 10:18:50,044 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 10:18:50,162 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 10:18:50,284 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 10:18:50,399 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 10:18:50,520 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 10:18:50,636 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-05 10:18:50,758 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 10:18:50,874 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 10:18:50,994 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.710
2023-08-05 10:18:51,111 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 10:18:51,232 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 10:18:51,348 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 10:18:51,471 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 10:18:51,588 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 10:18:51,709 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 10:18:51,826 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-05 10:18:51,947 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-05 10:18:52,063 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.710
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2023-08-05 10:19:38,457 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 10:19:38,573 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 10:19:54,766 semantic_segmentation INFO: Iters: 48010/150000 || Lr: 0.014134 || Task Loss: 0.3336 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:09:39 || Estimated Time: 1 day, 23:04:37
2023-08-05 10:20:10,654 semantic_segmentation INFO: Iters: 48020/150000 || Lr: 0.014132 || Task Loss: 0.2420 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:09:55 || Estimated Time: 1 day, 23:04:19
2023-08-05 10:20:26,567 semantic_segmentation INFO: Iters: 48030/150000 || Lr: 0.014131 || Task Loss: 0.2209 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:10:11 || Estimated Time: 1 day, 23:04:01
2023-08-05 10:20:42,480 semantic_segmentation INFO: Iters: 48040/150000 || Lr: 0.014130 || Task Loss: 0.2093 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:10:27 || Estimated Time: 1 day, 23:03:43
2023-08-05 10:20:58,414 semantic_segmentation INFO: Iters: 48050/150000 || Lr: 0.014129 || Task Loss: 0.1793 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:10:42 || Estimated Time: 1 day, 23:03:25
2023-08-05 10:21:14,335 semantic_segmentation INFO: Iters: 48060/150000 || Lr: 0.014127 || Task Loss: 0.3062 || KD Loss: 0.1437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:10:58 || Estimated Time: 1 day, 23:03:07
2023-08-05 10:21:30,228 semantic_segmentation INFO: Iters: 48070/150000 || Lr: 0.014126 || Task Loss: 0.1890 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:11:14 || Estimated Time: 1 day, 23:02:49
2023-08-05 10:21:46,141 semantic_segmentation INFO: Iters: 48080/150000 || Lr: 0.014125 || Task Loss: 0.2521 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:11:30 || Estimated Time: 1 day, 23:02:31
2023-08-05 10:22:02,046 semantic_segmentation INFO: Iters: 48090/150000 || Lr: 0.014124 || Task Loss: 0.2272 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:11:46 || Estimated Time: 1 day, 23:02:13
2023-08-05 10:22:17,979 semantic_segmentation INFO: Iters: 48100/150000 || Lr: 0.014122 || Task Loss: 0.2042 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:12:02 || Estimated Time: 1 day, 23:01:54
2023-08-05 10:22:33,905 semantic_segmentation INFO: Iters: 48110/150000 || Lr: 0.014121 || Task Loss: 0.3333 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:12:18 || Estimated Time: 1 day, 23:01:36
2023-08-05 10:22:49,847 semantic_segmentation INFO: Iters: 48120/150000 || Lr: 0.014120 || Task Loss: 0.3936 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:12:34 || Estimated Time: 1 day, 23:01:18
2023-08-05 10:23:05,822 semantic_segmentation INFO: Iters: 48130/150000 || Lr: 0.014119 || Task Loss: 0.1801 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:01:00
2023-08-05 10:23:21,787 semantic_segmentation INFO: Iters: 48140/150000 || Lr: 0.014117 || Task Loss: 0.1651 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:13:06 || Estimated Time: 1 day, 23:00:42
2023-08-05 10:23:37,714 semantic_segmentation INFO: Iters: 48150/150000 || Lr: 0.014116 || Task Loss: 0.2787 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:13:22 || Estimated Time: 1 day, 23:00:24
2023-08-05 10:23:53,631 semantic_segmentation INFO: Iters: 48160/150000 || Lr: 0.014115 || Task Loss: 0.1804 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:13:38 || Estimated Time: 1 day, 23:00:06
2023-08-05 10:24:09,550 semantic_segmentation INFO: Iters: 48170/150000 || Lr: 0.014114 || Task Loss: 0.2055 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:13:54 || Estimated Time: 1 day, 22:59:48
2023-08-05 10:24:25,462 semantic_segmentation INFO: Iters: 48180/150000 || Lr: 0.014112 || Task Loss: 0.2940 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:14:10 || Estimated Time: 1 day, 22:59:30
2023-08-05 10:24:41,368 semantic_segmentation INFO: Iters: 48190/150000 || Lr: 0.014111 || Task Loss: 0.2785 || KD Loss: 0.1447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:14:25 || Estimated Time: 1 day, 22:59:12
2023-08-05 10:24:57,302 semantic_segmentation INFO: Iters: 48200/150000 || Lr: 0.014110 || Task Loss: 0.2180 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:14:41 || Estimated Time: 1 day, 22:58:54
2023-08-05 10:25:13,229 semantic_segmentation INFO: Iters: 48210/150000 || Lr: 0.014109 || Task Loss: 0.2356 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:14:57 || Estimated Time: 1 day, 22:58:36
2023-08-05 10:25:29,154 semantic_segmentation INFO: Iters: 48220/150000 || Lr: 0.014107 || Task Loss: 0.2562 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:15:13 || Estimated Time: 1 day, 22:58:18
2023-08-05 10:25:45,066 semantic_segmentation INFO: Iters: 48230/150000 || Lr: 0.014106 || Task Loss: 0.2330 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:15:29 || Estimated Time: 1 day, 22:58:00
2023-08-05 10:26:01,028 semantic_segmentation INFO: Iters: 48240/150000 || Lr: 0.014105 || Task Loss: 0.3602 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:15:45 || Estimated Time: 1 day, 22:57:42
2023-08-05 10:26:16,968 semantic_segmentation INFO: Iters: 48250/150000 || Lr: 0.014104 || Task Loss: 0.2367 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:16:01 || Estimated Time: 1 day, 22:57:24
2023-08-05 10:26:32,909 semantic_segmentation INFO: Iters: 48260/150000 || Lr: 0.014102 || Task Loss: 0.2925 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:16:17 || Estimated Time: 1 day, 22:57:06
2023-08-05 10:26:48,837 semantic_segmentation INFO: Iters: 48270/150000 || Lr: 0.014101 || Task Loss: 0.1445 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:16:33 || Estimated Time: 1 day, 22:56:48
2023-08-05 10:27:04,765 semantic_segmentation INFO: Iters: 48280/150000 || Lr: 0.014100 || Task Loss: 0.4514 || KD Loss: 0.1722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:16:49 || Estimated Time: 1 day, 22:56:29
2023-08-05 10:27:20,674 semantic_segmentation INFO: Iters: 48290/150000 || Lr: 0.014099 || Task Loss: 0.2380 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:17:05 || Estimated Time: 1 day, 22:56:11
2023-08-05 10:27:36,574 semantic_segmentation INFO: Iters: 48300/150000 || Lr: 0.014097 || Task Loss: 0.3902 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:17:21 || Estimated Time: 1 day, 22:55:53
2023-08-05 10:27:52,479 semantic_segmentation INFO: Iters: 48310/150000 || Lr: 0.014096 || Task Loss: 0.1928 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:17:37 || Estimated Time: 1 day, 22:55:35
2023-08-05 10:28:08,372 semantic_segmentation INFO: Iters: 48320/150000 || Lr: 0.014095 || Task Loss: 0.3124 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:17:52 || Estimated Time: 1 day, 22:55:17
2023-08-05 10:28:24,287 semantic_segmentation INFO: Iters: 48330/150000 || Lr: 0.014094 || Task Loss: 0.1980 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:18:08 || Estimated Time: 1 day, 22:54:59
2023-08-05 10:28:40,196 semantic_segmentation INFO: Iters: 48340/150000 || Lr: 0.014092 || Task Loss: 0.4618 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:18:24 || Estimated Time: 1 day, 22:54:41
2023-08-05 10:28:56,069 semantic_segmentation INFO: Iters: 48350/150000 || Lr: 0.014091 || Task Loss: 0.5749 || KD Loss: 0.2083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:18:40 || Estimated Time: 1 day, 22:54:23
2023-08-05 10:29:11,957 semantic_segmentation INFO: Iters: 48360/150000 || Lr: 0.014090 || Task Loss: 0.5016 || KD Loss: 0.2239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:18:56 || Estimated Time: 1 day, 22:54:05
2023-08-05 10:29:27,856 semantic_segmentation INFO: Iters: 48370/150000 || Lr: 0.014089 || Task Loss: 0.3472 || KD Loss: 0.1922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:19:12 || Estimated Time: 1 day, 22:53:46
2023-08-05 10:29:43,736 semantic_segmentation INFO: Iters: 48380/150000 || Lr: 0.014087 || Task Loss: 0.2499 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:19:28 || Estimated Time: 1 day, 22:53:28
2023-08-05 10:29:59,622 semantic_segmentation INFO: Iters: 48390/150000 || Lr: 0.014086 || Task Loss: 0.3210 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:19:44 || Estimated Time: 1 day, 22:53:10
2023-08-05 10:30:15,519 semantic_segmentation INFO: Iters: 48400/150000 || Lr: 0.014085 || Task Loss: 0.2929 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:20:00 || Estimated Time: 1 day, 22:52:52
2023-08-05 10:30:31,430 semantic_segmentation INFO: Iters: 48410/150000 || Lr: 0.014084 || Task Loss: 0.5453 || KD Loss: 0.1905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:52:34
2023-08-05 10:30:47,337 semantic_segmentation INFO: Iters: 48420/150000 || Lr: 0.014082 || Task Loss: 0.2403 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:20:31 || Estimated Time: 1 day, 22:52:16
2023-08-05 10:31:03,266 semantic_segmentation INFO: Iters: 48430/150000 || Lr: 0.014081 || Task Loss: 0.3069 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:20:47 || Estimated Time: 1 day, 22:51:58
2023-08-05 10:31:19,189 semantic_segmentation INFO: Iters: 48440/150000 || Lr: 0.014080 || Task Loss: 0.2419 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:21:03 || Estimated Time: 1 day, 22:51:40
2023-08-05 10:31:35,101 semantic_segmentation INFO: Iters: 48450/150000 || Lr: 0.014079 || Task Loss: 0.2891 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:21:19 || Estimated Time: 1 day, 22:51:22
2023-08-05 10:31:51,023 semantic_segmentation INFO: Iters: 48460/150000 || Lr: 0.014077 || Task Loss: 0.1850 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:21:35 || Estimated Time: 1 day, 22:51:04
2023-08-05 10:32:06,959 semantic_segmentation INFO: Iters: 48470/150000 || Lr: 0.014076 || Task Loss: 0.2914 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:21:51 || Estimated Time: 1 day, 22:50:46
2023-08-05 10:32:22,895 semantic_segmentation INFO: Iters: 48480/150000 || Lr: 0.014075 || Task Loss: 0.3054 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:07 || Estimated Time: 1 day, 22:50:28
2023-08-05 10:32:38,823 semantic_segmentation INFO: Iters: 48490/150000 || Lr: 0.014074 || Task Loss: 0.2808 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:23 || Estimated Time: 1 day, 22:50:10
2023-08-05 10:32:54,761 semantic_segmentation INFO: Iters: 48500/150000 || Lr: 0.014072 || Task Loss: 0.2650 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:39 || Estimated Time: 1 day, 22:49:52
2023-08-05 10:33:10,700 semantic_segmentation INFO: Iters: 48510/150000 || Lr: 0.014071 || Task Loss: 0.2540 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:55 || Estimated Time: 1 day, 22:49:34
2023-08-05 10:33:26,626 semantic_segmentation INFO: Iters: 48520/150000 || Lr: 0.014070 || Task Loss: 0.2826 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:23:11 || Estimated Time: 1 day, 22:49:15
2023-08-05 10:33:42,562 semantic_segmentation INFO: Iters: 48530/150000 || Lr: 0.014069 || Task Loss: 0.2083 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:23:27 || Estimated Time: 1 day, 22:48:57
2023-08-05 10:33:58,487 semantic_segmentation INFO: Iters: 48540/150000 || Lr: 0.014068 || Task Loss: 0.2212 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:23:43 || Estimated Time: 1 day, 22:48:39
2023-08-05 10:34:14,415 semantic_segmentation INFO: Iters: 48550/150000 || Lr: 0.014066 || Task Loss: 0.2659 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:23:58 || Estimated Time: 1 day, 22:48:21
2023-08-05 10:34:30,330 semantic_segmentation INFO: Iters: 48560/150000 || Lr: 0.014065 || Task Loss: 0.3018 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:24:14 || Estimated Time: 1 day, 22:48:03
2023-08-05 10:34:46,288 semantic_segmentation INFO: Iters: 48570/150000 || Lr: 0.014064 || Task Loss: 0.2254 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:24:30 || Estimated Time: 1 day, 22:47:45
2023-08-05 10:35:02,262 semantic_segmentation INFO: Iters: 48580/150000 || Lr: 0.014063 || Task Loss: 0.2530 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:24:46 || Estimated Time: 1 day, 22:47:27
2023-08-05 10:35:18,211 semantic_segmentation INFO: Iters: 48590/150000 || Lr: 0.014061 || Task Loss: 0.2095 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:25:02 || Estimated Time: 1 day, 22:47:09
2023-08-05 10:35:34,155 semantic_segmentation INFO: Iters: 48600/150000 || Lr: 0.014060 || Task Loss: 0.2641 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:25:18 || Estimated Time: 1 day, 22:46:51
2023-08-05 10:35:50,093 semantic_segmentation INFO: Iters: 48610/150000 || Lr: 0.014059 || Task Loss: 0.2832 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:25:34 || Estimated Time: 1 day, 22:46:33
2023-08-05 10:36:06,008 semantic_segmentation INFO: Iters: 48620/150000 || Lr: 0.014058 || Task Loss: 0.2561 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:25:50 || Estimated Time: 1 day, 22:46:15
2023-08-05 10:36:21,899 semantic_segmentation INFO: Iters: 48630/150000 || Lr: 0.014056 || Task Loss: 0.2454 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:26:06 || Estimated Time: 1 day, 22:45:57
2023-08-05 10:36:37,826 semantic_segmentation INFO: Iters: 48640/150000 || Lr: 0.014055 || Task Loss: 0.2488 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:26:22 || Estimated Time: 1 day, 22:45:39
2023-08-05 10:36:53,722 semantic_segmentation INFO: Iters: 48650/150000 || Lr: 0.014054 || Task Loss: 0.3114 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:26:38 || Estimated Time: 1 day, 22:45:21
2023-08-05 10:37:09,603 semantic_segmentation INFO: Iters: 48660/150000 || Lr: 0.014053 || Task Loss: 0.2953 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:26:54 || Estimated Time: 1 day, 22:45:03
2023-08-05 10:37:25,494 semantic_segmentation INFO: Iters: 48670/150000 || Lr: 0.014051 || Task Loss: 0.3063 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:27:10 || Estimated Time: 1 day, 22:44:45
2023-08-05 10:37:41,390 semantic_segmentation INFO: Iters: 48680/150000 || Lr: 0.014050 || Task Loss: 0.3910 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:27:25 || Estimated Time: 1 day, 22:44:27
2023-08-05 10:37:57,277 semantic_segmentation INFO: Iters: 48690/150000 || Lr: 0.014049 || Task Loss: 0.1718 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:27:41 || Estimated Time: 1 day, 22:44:09
2023-08-05 10:38:13,164 semantic_segmentation INFO: Iters: 48700/150000 || Lr: 0.014048 || Task Loss: 0.3125 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:27:57 || Estimated Time: 1 day, 22:43:51
2023-08-05 10:38:29,026 semantic_segmentation INFO: Iters: 48710/150000 || Lr: 0.014046 || Task Loss: 0.1722 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:28:13 || Estimated Time: 1 day, 22:43:32
2023-08-05 10:38:44,888 semantic_segmentation INFO: Iters: 48720/150000 || Lr: 0.014045 || Task Loss: 0.2155 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:28:29 || Estimated Time: 1 day, 22:43:14
2023-08-05 10:39:00,775 semantic_segmentation INFO: Iters: 48730/150000 || Lr: 0.014044 || Task Loss: 0.3248 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:28:45 || Estimated Time: 1 day, 22:42:56
2023-08-05 10:39:16,654 semantic_segmentation INFO: Iters: 48740/150000 || Lr: 0.014043 || Task Loss: 0.2692 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:42:38
2023-08-05 10:39:32,552 semantic_segmentation INFO: Iters: 48750/150000 || Lr: 0.014041 || Task Loss: 0.2220 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:29:17 || Estimated Time: 1 day, 22:42:20
2023-08-05 10:39:48,453 semantic_segmentation INFO: Iters: 48760/150000 || Lr: 0.014040 || Task Loss: 0.2119 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:29:32 || Estimated Time: 1 day, 22:42:02
2023-08-05 10:40:04,313 semantic_segmentation INFO: Iters: 48770/150000 || Lr: 0.014039 || Task Loss: 0.1329 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:29:48 || Estimated Time: 1 day, 22:41:44
2023-08-05 10:40:20,196 semantic_segmentation INFO: Iters: 48780/150000 || Lr: 0.014038 || Task Loss: 0.2585 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:30:04 || Estimated Time: 1 day, 22:41:26
2023-08-05 10:40:36,082 semantic_segmentation INFO: Iters: 48790/150000 || Lr: 0.014036 || Task Loss: 0.1819 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:30:20 || Estimated Time: 1 day, 22:41:08
2023-08-05 10:40:51,981 semantic_segmentation INFO: Iters: 48800/150000 || Lr: 0.014035 || Task Loss: 0.2543 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:30:36 || Estimated Time: 1 day, 22:40:50
2023-08-05 10:40:52,060 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 10:40:52,880 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.389
2023-08-05 10:40:52,999 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.487
2023-08-05 10:40:53,121 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.504
2023-08-05 10:40:53,238 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.530
2023-08-05 10:40:53,358 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.520
2023-08-05 10:40:53,475 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.522
2023-08-05 10:40:53,597 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.550
2023-08-05 10:40:53,715 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.562
2023-08-05 10:40:53,836 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.614
2023-08-05 10:40:53,954 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.669
2023-08-05 10:40:54,075 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.664
2023-08-05 10:40:54,192 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.662
2023-08-05 10:40:54,313 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.671
2023-08-05 10:40:54,429 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.664
2023-08-05 10:40:54,550 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.645
2023-08-05 10:40:54,668 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.636
2023-08-05 10:40:54,789 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.633
2023-08-05 10:40:54,905 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.636
2023-08-05 10:40:55,026 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.641
2023-08-05 10:40:55,143 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.648
2023-08-05 10:40:55,263 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.651
2023-08-05 10:40:55,381 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.674
2023-08-05 10:40:55,504 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.675
2023-08-05 10:40:55,623 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.682
2023-08-05 10:40:55,744 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 10:40:55,861 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.696
2023-08-05 10:40:55,983 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-05 10:40:56,100 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.681
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2023-08-05 10:41:43,048 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-05 10:41:43,171 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-05 10:41:43,289 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-05 10:41:43,411 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-05 10:41:43,528 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-05 10:41:43,649 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:43,767 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:43,889 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:44,006 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:44,128 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:44,247 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:44,368 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:44,486 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:44,608 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:44,726 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:44,846 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 10:41:44,964 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:41:45,085 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:41:45,203 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:41:45,324 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:41:45,443 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:41:45,565 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:41:45,682 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:41:45,803 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:41:45,920 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 10:41:46,043 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 10:41:46,161 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 10:41:46,283 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 10:41:46,401 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 10:41:46,523 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 10:41:46,640 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 10:41:46,762 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 10:41:46,878 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 10:41:47,000 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 10:41:47,118 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 10:41:47,240 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 10:41:47,357 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 10:41:47,479 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 10:41:47,593 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 10:41:47,715 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 10:41:47,831 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 10:41:47,953 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 10:41:48,071 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 10:41:48,193 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 10:41:48,312 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 10:41:48,433 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 10:41:48,550 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 10:41:48,672 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 10:41:48,789 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 10:41:48,911 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 10:41:49,028 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 10:41:49,149 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 10:41:49,267 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 10:41:49,385 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:49,503 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:49,625 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:49,743 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:49,865 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:49,982 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:50,104 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:50,223 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:50,344 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:50,461 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:50,583 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:50,700 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 10:41:50,821 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:50,939 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:51,061 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:51,180 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:51,302 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:51,418 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:51,540 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:51,656 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:51,778 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:51,895 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:52,016 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:52,133 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:52,255 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:41:52,372 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-05 10:42:08,373 semantic_segmentation INFO: Iters: 48810/150000 || Lr: 0.014034 || Task Loss: 0.1634 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:31:52 || Estimated Time: 1 day, 22:42:37
2023-08-05 10:42:24,286 semantic_segmentation INFO: Iters: 48820/150000 || Lr: 0.014033 || Task Loss: 0.3469 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:32:08 || Estimated Time: 1 day, 22:42:19
2023-08-05 10:42:40,228 semantic_segmentation INFO: Iters: 48830/150000 || Lr: 0.014031 || Task Loss: 0.3016 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:32:24 || Estimated Time: 1 day, 22:42:01
2023-08-05 10:42:56,170 semantic_segmentation INFO: Iters: 48840/150000 || Lr: 0.014030 || Task Loss: 0.1460 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:32:40 || Estimated Time: 1 day, 22:41:43
2023-08-05 10:43:12,123 semantic_segmentation INFO: Iters: 48850/150000 || Lr: 0.014029 || Task Loss: 0.3287 || KD Loss: 0.1640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:32:56 || Estimated Time: 1 day, 22:41:25
2023-08-05 10:43:28,058 semantic_segmentation INFO: Iters: 48860/150000 || Lr: 0.014028 || Task Loss: 0.4143 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:33:12 || Estimated Time: 1 day, 22:41:07
2023-08-05 10:43:44,000 semantic_segmentation INFO: Iters: 48870/150000 || Lr: 0.014026 || Task Loss: 0.2497 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:33:28 || Estimated Time: 1 day, 22:40:49
2023-08-05 10:43:59,948 semantic_segmentation INFO: Iters: 48880/150000 || Lr: 0.014025 || Task Loss: 0.4567 || KD Loss: 0.2263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:33:44 || Estimated Time: 1 day, 22:40:31
2023-08-05 10:44:15,920 semantic_segmentation INFO: Iters: 48890/150000 || Lr: 0.014024 || Task Loss: 0.3219 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:34:00 || Estimated Time: 1 day, 22:40:13
2023-08-05 10:44:31,879 semantic_segmentation INFO: Iters: 48900/150000 || Lr: 0.014023 || Task Loss: 0.2900 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:34:16 || Estimated Time: 1 day, 22:39:55
2023-08-05 10:44:47,810 semantic_segmentation INFO: Iters: 48910/150000 || Lr: 0.014021 || Task Loss: 0.3150 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:34:32 || Estimated Time: 1 day, 22:39:37
2023-08-05 10:45:03,765 semantic_segmentation INFO: Iters: 48920/150000 || Lr: 0.014020 || Task Loss: 0.1663 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:34:48 || Estimated Time: 1 day, 22:39:19
2023-08-05 10:45:19,740 semantic_segmentation INFO: Iters: 48930/150000 || Lr: 0.014019 || Task Loss: 0.1599 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:35:04 || Estimated Time: 1 day, 22:39:01
2023-08-05 10:45:35,678 semantic_segmentation INFO: Iters: 48940/150000 || Lr: 0.014018 || Task Loss: 0.3481 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:35:20 || Estimated Time: 1 day, 22:38:43
2023-08-05 10:45:51,622 semantic_segmentation INFO: Iters: 48950/150000 || Lr: 0.014016 || Task Loss: 0.6455 || KD Loss: 0.2138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:35:36 || Estimated Time: 1 day, 22:38:25
2023-08-05 10:46:07,563 semantic_segmentation INFO: Iters: 48960/150000 || Lr: 0.014015 || Task Loss: 0.1302 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:35:52 || Estimated Time: 1 day, 22:38:07
2023-08-05 10:46:23,513 semantic_segmentation INFO: Iters: 48970/150000 || Lr: 0.014014 || Task Loss: 0.2061 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:36:08 || Estimated Time: 1 day, 22:37:49
2023-08-05 10:46:39,461 semantic_segmentation INFO: Iters: 48980/150000 || Lr: 0.014013 || Task Loss: 0.4378 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:37:31
2023-08-05 10:46:55,419 semantic_segmentation INFO: Iters: 48990/150000 || Lr: 0.014011 || Task Loss: 0.2148 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:36:39 || Estimated Time: 1 day, 22:37:13
2023-08-05 10:47:11,343 semantic_segmentation INFO: Iters: 49000/150000 || Lr: 0.014010 || Task Loss: 0.2710 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:36:55 || Estimated Time: 1 day, 22:36:55
2023-08-05 10:47:27,246 semantic_segmentation INFO: Iters: 49010/150000 || Lr: 0.014009 || Task Loss: 0.3469 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:37:11 || Estimated Time: 1 day, 22:36:37
2023-08-05 10:47:43,162 semantic_segmentation INFO: Iters: 49020/150000 || Lr: 0.014008 || Task Loss: 0.2140 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:37:27 || Estimated Time: 1 day, 22:36:19
2023-08-05 10:47:59,090 semantic_segmentation INFO: Iters: 49030/150000 || Lr: 0.014006 || Task Loss: 0.5664 || KD Loss: 0.2080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:37:43 || Estimated Time: 1 day, 22:36:01
2023-08-05 10:48:15,032 semantic_segmentation INFO: Iters: 49040/150000 || Lr: 0.014005 || Task Loss: 0.2383 || KD Loss: 0.1387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:37:59 || Estimated Time: 1 day, 22:35:43
2023-08-05 10:48:30,934 semantic_segmentation INFO: Iters: 49050/150000 || Lr: 0.014004 || Task Loss: 0.2576 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:38:15 || Estimated Time: 1 day, 22:35:25
2023-08-05 10:48:46,825 semantic_segmentation INFO: Iters: 49060/150000 || Lr: 0.014003 || Task Loss: 0.2068 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:38:31 || Estimated Time: 1 day, 22:35:06
2023-08-05 10:49:02,731 semantic_segmentation INFO: Iters: 49070/150000 || Lr: 0.014001 || Task Loss: 0.2563 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:38:47 || Estimated Time: 1 day, 22:34:48
2023-08-05 10:49:18,604 semantic_segmentation INFO: Iters: 49080/150000 || Lr: 0.014000 || Task Loss: 0.2628 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:39:03 || Estimated Time: 1 day, 22:34:30
2023-08-05 10:49:34,476 semantic_segmentation INFO: Iters: 49090/150000 || Lr: 0.013999 || Task Loss: 0.3652 || KD Loss: 0.1746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:39:19 || Estimated Time: 1 day, 22:34:12
2023-08-05 10:49:50,348 semantic_segmentation INFO: Iters: 49100/150000 || Lr: 0.013998 || Task Loss: 0.2278 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:39:34 || Estimated Time: 1 day, 22:33:54
2023-08-05 10:50:06,204 semantic_segmentation INFO: Iters: 49110/150000 || Lr: 0.013996 || Task Loss: 0.3613 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:39:50 || Estimated Time: 1 day, 22:33:36
2023-08-05 10:50:22,093 semantic_segmentation INFO: Iters: 49120/150000 || Lr: 0.013995 || Task Loss: 0.2561 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:40:06 || Estimated Time: 1 day, 22:33:18
2023-08-05 10:50:37,985 semantic_segmentation INFO: Iters: 49130/150000 || Lr: 0.013994 || Task Loss: 0.2818 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:40:22 || Estimated Time: 1 day, 22:33:00
2023-08-05 10:50:53,893 semantic_segmentation INFO: Iters: 49140/150000 || Lr: 0.013993 || Task Loss: 0.1969 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:40:38 || Estimated Time: 1 day, 22:32:42
2023-08-05 10:51:09,810 semantic_segmentation INFO: Iters: 49150/150000 || Lr: 0.013991 || Task Loss: 0.2610 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:40:54 || Estimated Time: 1 day, 22:32:23
2023-08-05 10:51:25,715 semantic_segmentation INFO: Iters: 49160/150000 || Lr: 0.013990 || Task Loss: 0.2303 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:41:10 || Estimated Time: 1 day, 22:32:05
2023-08-05 10:51:41,612 semantic_segmentation INFO: Iters: 49170/150000 || Lr: 0.013989 || Task Loss: 0.3116 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:41:26 || Estimated Time: 1 day, 22:31:47
2023-08-05 10:51:57,519 semantic_segmentation INFO: Iters: 49180/150000 || Lr: 0.013988 || Task Loss: 0.1679 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:41:42 || Estimated Time: 1 day, 22:31:29
2023-08-05 10:52:13,412 semantic_segmentation INFO: Iters: 49190/150000 || Lr: 0.013986 || Task Loss: 0.2069 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:41:57 || Estimated Time: 1 day, 22:31:11
2023-08-05 10:52:29,303 semantic_segmentation INFO: Iters: 49200/150000 || Lr: 0.013985 || Task Loss: 0.2082 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:42:13 || Estimated Time: 1 day, 22:30:53
2023-08-05 10:52:45,220 semantic_segmentation INFO: Iters: 49210/150000 || Lr: 0.013984 || Task Loss: 0.3480 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:42:29 || Estimated Time: 1 day, 22:30:35
2023-08-05 10:53:01,125 semantic_segmentation INFO: Iters: 49220/150000 || Lr: 0.013983 || Task Loss: 0.1972 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:42:45 || Estimated Time: 1 day, 22:30:17
2023-08-05 10:53:17,025 semantic_segmentation INFO: Iters: 49230/150000 || Lr: 0.013981 || Task Loss: 0.2640 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:43:01 || Estimated Time: 1 day, 22:29:59
2023-08-05 10:53:32,950 semantic_segmentation INFO: Iters: 49240/150000 || Lr: 0.013980 || Task Loss: 0.2678 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:43:17 || Estimated Time: 1 day, 22:29:41
2023-08-05 10:53:48,873 semantic_segmentation INFO: Iters: 49250/150000 || Lr: 0.013979 || Task Loss: 0.2266 || KD Loss: 0.1008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:43:33 || Estimated Time: 1 day, 22:29:23
2023-08-05 10:54:04,800 semantic_segmentation INFO: Iters: 49260/150000 || Lr: 0.013978 || Task Loss: 0.1416 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:43:49 || Estimated Time: 1 day, 22:29:05
2023-08-05 10:54:20,705 semantic_segmentation INFO: Iters: 49270/150000 || Lr: 0.013976 || Task Loss: 0.5475 || KD Loss: 0.2202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:44:05 || Estimated Time: 1 day, 22:28:47
2023-08-05 10:54:36,627 semantic_segmentation INFO: Iters: 49280/150000 || Lr: 0.013975 || Task Loss: 0.2784 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:28:29
2023-08-05 10:54:52,570 semantic_segmentation INFO: Iters: 49290/150000 || Lr: 0.013974 || Task Loss: 0.2782 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:44:37 || Estimated Time: 1 day, 22:28:11
2023-08-05 10:55:08,494 semantic_segmentation INFO: Iters: 49300/150000 || Lr: 0.013973 || Task Loss: 0.4898 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:44:53 || Estimated Time: 1 day, 22:27:53
2023-08-05 10:55:24,417 semantic_segmentation INFO: Iters: 49310/150000 || Lr: 0.013971 || Task Loss: 0.1827 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:45:08 || Estimated Time: 1 day, 22:27:35
2023-08-05 10:55:40,351 semantic_segmentation INFO: Iters: 49320/150000 || Lr: 0.013970 || Task Loss: 0.1860 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:45:24 || Estimated Time: 1 day, 22:27:17
2023-08-05 10:55:56,272 semantic_segmentation INFO: Iters: 49330/150000 || Lr: 0.013969 || Task Loss: 0.1111 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:45:40 || Estimated Time: 1 day, 22:26:59
2023-08-05 10:56:12,190 semantic_segmentation INFO: Iters: 49340/150000 || Lr: 0.013968 || Task Loss: 0.3052 || KD Loss: 0.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:45:56 || Estimated Time: 1 day, 22:26:41
2023-08-05 10:56:28,105 semantic_segmentation INFO: Iters: 49350/150000 || Lr: 0.013966 || Task Loss: 0.2870 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:46:12 || Estimated Time: 1 day, 22:26:23
2023-08-05 10:56:44,029 semantic_segmentation INFO: Iters: 49360/150000 || Lr: 0.013965 || Task Loss: 0.1828 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:46:28 || Estimated Time: 1 day, 22:26:05
2023-08-05 10:56:59,922 semantic_segmentation INFO: Iters: 49370/150000 || Lr: 0.013964 || Task Loss: 0.2627 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:46:44 || Estimated Time: 1 day, 22:25:47
2023-08-05 10:57:15,795 semantic_segmentation INFO: Iters: 49380/150000 || Lr: 0.013963 || Task Loss: 0.1928 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:47:00 || Estimated Time: 1 day, 22:25:29
2023-08-05 10:57:31,702 semantic_segmentation INFO: Iters: 49390/150000 || Lr: 0.013961 || Task Loss: 0.3132 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:47:16 || Estimated Time: 1 day, 22:25:10
2023-08-05 10:57:47,579 semantic_segmentation INFO: Iters: 49400/150000 || Lr: 0.013960 || Task Loss: 0.2170 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:47:32 || Estimated Time: 1 day, 22:24:52
2023-08-05 10:58:03,442 semantic_segmentation INFO: Iters: 49410/150000 || Lr: 0.013959 || Task Loss: 0.2826 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:47:47 || Estimated Time: 1 day, 22:24:34
2023-08-05 10:58:19,347 semantic_segmentation INFO: Iters: 49420/150000 || Lr: 0.013958 || Task Loss: 0.3417 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:48:03 || Estimated Time: 1 day, 22:24:16
2023-08-05 10:58:35,235 semantic_segmentation INFO: Iters: 49430/150000 || Lr: 0.013956 || Task Loss: 0.3117 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:48:19 || Estimated Time: 1 day, 22:23:58
2023-08-05 10:58:51,107 semantic_segmentation INFO: Iters: 49440/150000 || Lr: 0.013955 || Task Loss: 0.2040 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:23:40
2023-08-05 10:59:06,973 semantic_segmentation INFO: Iters: 49450/150000 || Lr: 0.013954 || Task Loss: 0.2394 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:48:51 || Estimated Time: 1 day, 22:23:22
2023-08-05 10:59:22,870 semantic_segmentation INFO: Iters: 49460/150000 || Lr: 0.013953 || Task Loss: 0.4800 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:07 || Estimated Time: 1 day, 22:23:04
2023-08-05 10:59:38,783 semantic_segmentation INFO: Iters: 49470/150000 || Lr: 0.013951 || Task Loss: 0.2047 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:23 || Estimated Time: 1 day, 22:22:46
2023-08-05 10:59:54,690 semantic_segmentation INFO: Iters: 49480/150000 || Lr: 0.013950 || Task Loss: 0.3051 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:39 || Estimated Time: 1 day, 22:22:28
2023-08-05 11:00:10,637 semantic_segmentation INFO: Iters: 49490/150000 || Lr: 0.013949 || Task Loss: 0.1356 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:55 || Estimated Time: 1 day, 22:22:10
2023-08-05 11:00:26,571 semantic_segmentation INFO: Iters: 49500/150000 || Lr: 0.013948 || Task Loss: 0.2602 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:50:11 || Estimated Time: 1 day, 22:21:52
2023-08-05 11:00:42,477 semantic_segmentation INFO: Iters: 49510/150000 || Lr: 0.013946 || Task Loss: 0.2277 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:50:27 || Estimated Time: 1 day, 22:21:34
2023-08-05 11:00:58,406 semantic_segmentation INFO: Iters: 49520/150000 || Lr: 0.013945 || Task Loss: 0.1907 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:50:42 || Estimated Time: 1 day, 22:21:16
2023-08-05 11:01:14,338 semantic_segmentation INFO: Iters: 49530/150000 || Lr: 0.013944 || Task Loss: 0.3235 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:50:58 || Estimated Time: 1 day, 22:20:58
2023-08-05 11:01:30,248 semantic_segmentation INFO: Iters: 49540/150000 || Lr: 0.013943 || Task Loss: 0.2093 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:51:14 || Estimated Time: 1 day, 22:20:40
2023-08-05 11:01:46,163 semantic_segmentation INFO: Iters: 49550/150000 || Lr: 0.013941 || Task Loss: 0.2164 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:51:30 || Estimated Time: 1 day, 22:20:22
2023-08-05 11:02:02,090 semantic_segmentation INFO: Iters: 49560/150000 || Lr: 0.013940 || Task Loss: 0.3052 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:51:46 || Estimated Time: 1 day, 22:20:04
2023-08-05 11:02:18,016 semantic_segmentation INFO: Iters: 49570/150000 || Lr: 0.013939 || Task Loss: 0.2080 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:52:02 || Estimated Time: 1 day, 22:19:46
2023-08-05 11:02:33,921 semantic_segmentation INFO: Iters: 49580/150000 || Lr: 0.013938 || Task Loss: 0.3192 || KD Loss: 0.1294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:52:18 || Estimated Time: 1 day, 22:19:28
2023-08-05 11:02:49,843 semantic_segmentation INFO: Iters: 49590/150000 || Lr: 0.013936 || Task Loss: 0.2635 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:52:34 || Estimated Time: 1 day, 22:19:10
2023-08-05 11:03:05,774 semantic_segmentation INFO: Iters: 49600/150000 || Lr: 0.013935 || Task Loss: 0.2543 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:52:50 || Estimated Time: 1 day, 22:18:52
2023-08-05 11:03:05,850 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 11:03:06,662 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.408
2023-08-05 11:03:06,782 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.487
2023-08-05 11:03:06,902 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.497
2023-08-05 11:03:07,018 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.525
2023-08-05 11:03:07,138 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.515
2023-08-05 11:03:07,254 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.517
2023-08-05 11:03:07,371 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.509
2023-08-05 11:03:07,488 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.538
2023-08-05 11:03:07,608 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.545
2023-08-05 11:03:07,727 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.586
2023-08-05 11:03:07,843 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.588
2023-08-05 11:03:07,959 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.609
2023-08-05 11:03:08,081 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.631
2023-08-05 11:03:08,199 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.634
2023-08-05 11:03:08,316 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.614
2023-08-05 11:03:08,433 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.606
2023-08-05 11:03:08,550 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.605
2023-08-05 11:03:08,672 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.603
2023-08-05 11:03:08,790 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.612
2023-08-05 11:03:08,907 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.619
2023-08-05 11:03:09,024 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.623
2023-08-05 11:03:09,141 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.652
2023-08-05 11:03:09,258 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.652
2023-08-05 11:03:09,375 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.657
2023-08-05 11:03:09,492 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.671
2023-08-05 11:03:09,609 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.674
2023-08-05 11:03:09,731 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.666
2023-08-05 11:03:09,848 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.664
2023-08-05 11:03:09,964 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.664
2023-08-05 11:03:10,080 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 11:03:10,202 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.670
2023-08-05 11:03:10,318 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.669
2023-08-05 11:03:10,437 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.671
2023-08-05 11:03:10,555 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.669
2023-08-05 11:03:10,678 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.671
2023-08-05 11:03:10,794 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.671
2023-08-05 11:03:10,911 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.667
2023-08-05 11:03:11,028 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.667
2023-08-05 11:03:11,151 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.663
2023-08-05 11:03:11,268 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.664
2023-08-05 11:03:11,385 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.663
2023-08-05 11:03:11,502 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.662
2023-08-05 11:03:11,620 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.663
2023-08-05 11:03:11,741 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.665
2023-08-05 11:03:11,859 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.665
2023-08-05 11:03:11,976 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.666
2023-08-05 11:03:12,093 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.666
2023-08-05 11:03:12,213 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.665
2023-08-05 11:03:12,329 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.669
2023-08-05 11:03:12,446 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.672
2023-08-05 11:03:12,563 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.672
2023-08-05 11:03:12,688 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.680
2023-08-05 11:03:12,805 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.680
2023-08-05 11:03:12,921 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-05 11:03:13,038 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-05 11:03:13,161 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-05 11:03:13,277 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 11:03:13,393 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 11:03:13,511 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 11:03:13,628 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 11:03:13,748 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-05 11:03:13,865 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.695
2023-08-05 11:03:13,982 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-05 11:03:14,099 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 11:03:14,220 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 11:03:14,336 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 11:03:14,452 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 11:03:14,569 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 11:03:14,692 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 11:03:14,809 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 11:03:14,926 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 11:03:15,044 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 11:03:15,165 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 11:03:15,281 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 11:03:15,398 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 11:03:15,515 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 11:03:15,637 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 11:03:15,754 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 11:03:15,871 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.693
2023-08-05 11:03:15,987 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 11:03:16,104 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 11:03:16,225 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 11:03:16,342 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 11:03:16,458 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.693
2023-08-05 11:03:16,576 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 11:03:16,700 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 11:03:16,817 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 11:03:16,933 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 11:03:17,051 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 11:03:17,173 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-05 11:03:17,290 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 11:03:17,406 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 11:03:17,522 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 11:03:17,639 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 11:03:17,756 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-05 11:03:17,872 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-05 11:03:17,988 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 11:03:18,105 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-05 11:03:18,229 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 11:03:18,348 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 11:03:18,464 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 11:03:18,580 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 11:03:18,702 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 11:03:18,819 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 11:03:18,938 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 11:03:19,055 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 11:03:19,178 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 11:03:19,294 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 11:03:19,411 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 11:03:19,527 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 11:03:19,652 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 11:03:19,770 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 11:03:19,886 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 11:03:20,003 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 11:03:20,120 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 11:03:20,241 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.686
2023-08-05 11:03:20,358 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.684
2023-08-05 11:03:20,475 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.685
2023-08-05 11:03:20,592 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 11:03:20,714 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 11:03:20,830 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 11:03:20,948 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 11:03:21,064 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 11:03:21,188 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 11:03:21,306 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 11:03:21,423 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 11:03:21,540 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 11:03:21,657 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 11:03:21,773 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 11:03:21,891 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 11:03:22,009 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 11:03:22,125 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 11:03:22,248 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.690
2023-08-05 11:03:22,365 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.690
2023-08-05 11:03:22,482 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.690
2023-08-05 11:03:22,599 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.690
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2023-08-05 11:03:45,737 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.940, mIoU: 0.675
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2023-08-05 11:03:45,972 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 11:03:46,091 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 11:03:46,214 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 11:03:46,332 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 11:03:46,449 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 11:03:46,566 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 11:03:46,685 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 11:03:46,803 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 11:03:46,920 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 11:03:47,037 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 11:03:47,155 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 11:03:47,276 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 11:03:47,392 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 11:03:47,510 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:47,627 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:47,749 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:47,867 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:47,984 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:48,102 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:48,226 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:48,345 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:48,463 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:48,580 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:48,702 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:48,820 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:48,939 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:49,058 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.942, mIoU: 0.678
2023-08-05 11:03:49,181 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:49,299 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 11:03:49,417 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.942, mIoU: 0.678
2023-08-05 11:03:49,534 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-05 11:03:49,655 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 11:03:49,773 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-05 11:03:49,891 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 11:03:50,009 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 11:03:50,126 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 11:03:50,249 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.943, mIoU: 0.679
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2023-08-05 11:03:50,483 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.943, mIoU: 0.679
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2023-08-05 11:03:50,726 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 11:03:50,848 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 11:03:50,965 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 11:03:51,082 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 11:03:51,206 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.943, mIoU: 0.680
2023-08-05 11:03:51,322 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.943, mIoU: 0.680
2023-08-05 11:03:51,439 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.943, mIoU: 0.680
2023-08-05 11:03:51,556 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 11:03:51,674 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 11:03:51,792 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-05 11:03:51,910 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-05 11:03:52,028 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-05 11:03:52,144 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 11:03:52,265 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-05 11:03:52,382 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 11:03:52,499 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.944, mIoU: 0.681
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2023-08-05 11:03:52,743 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 11:03:52,860 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 11:03:52,978 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 11:03:53,094 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 11:03:53,217 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 11:03:53,335 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 11:03:53,451 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 11:03:53,568 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 11:03:53,691 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 11:03:53,808 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 11:03:53,926 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 11:03:54,044 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 11:03:54,162 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 11:03:54,285 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 11:03:54,402 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-05 11:03:54,519 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-05 11:03:54,637 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.945, mIoU: 0.683
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2023-08-05 11:03:54,875 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-05 11:03:54,992 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-05 11:03:55,109 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-05 11:03:55,233 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 11:03:55,352 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 11:03:55,469 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 11:03:55,588 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.946, mIoU: 0.683
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2023-08-05 11:03:55,828 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 11:03:55,946 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 11:03:56,062 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.946, mIoU: 0.684
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2023-08-05 11:03:56,532 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 11:03:56,649 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 11:03:56,770 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 11:03:56,887 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 11:03:57,004 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 11:03:57,123 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 11:03:57,249 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 11:03:57,366 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 11:03:57,482 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 11:03:57,600 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 11:03:57,724 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 11:03:57,841 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:57,959 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:58,075 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:58,200 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:58,317 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:58,434 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:58,553 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:58,671 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:58,793 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:58,912 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:59,032 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:59,149 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:59,271 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:59,388 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:59,505 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:59,622 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:59,745 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:59,862 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:03:59,981 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:04:00,100 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-05 11:04:00,224 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.948, mIoU: 0.685
2023-08-05 11:04:00,342 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.948, mIoU: 0.686
2023-08-05 11:04:00,459 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.686
2023-08-05 11:04:00,576 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.686
2023-08-05 11:04:00,693 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:00,812 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:00,927 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.948, mIoU: 0.686
2023-08-05 11:04:01,044 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.948, mIoU: 0.686
2023-08-05 11:04:01,162 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:01,286 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:01,403 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:01,520 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:01,638 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:01,760 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:01,877 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:01,994 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:02,111 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:02,235 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:02,352 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:02,469 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:02,586 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:02,707 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:02,825 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:02,942 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:03,061 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:03,179 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:03,301 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:03,418 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:03,536 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.687
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2023-08-05 11:04:03,775 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:03,892 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-05 11:04:04,008 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.688
2023-08-05 11:04:04,125 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.688
2023-08-05 11:04:04,248 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.688
2023-08-05 11:04:04,366 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.688
2023-08-05 11:04:04,484 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.688
2023-08-05 11:04:04,601 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:04,723 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:04,841 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:04,958 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:05,075 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:05,192 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:05,310 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:05,429 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:05,546 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:05,661 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 11:04:21,710 semantic_segmentation INFO: Iters: 49610/150000 || Lr: 0.013934 || Task Loss: 0.2161 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:54:06 || Estimated Time: 1 day, 22:20:35
2023-08-05 11:04:37,652 semantic_segmentation INFO: Iters: 49620/150000 || Lr: 0.013933 || Task Loss: 0.1899 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:54:22 || Estimated Time: 1 day, 22:20:17
2023-08-05 11:04:53,620 semantic_segmentation INFO: Iters: 49630/150000 || Lr: 0.013931 || Task Loss: 0.3235 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:54:38 || Estimated Time: 1 day, 22:19:59
2023-08-05 11:05:09,577 semantic_segmentation INFO: Iters: 49640/150000 || Lr: 0.013930 || Task Loss: 0.2860 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:54:54 || Estimated Time: 1 day, 22:19:41
2023-08-05 11:05:25,513 semantic_segmentation INFO: Iters: 49650/150000 || Lr: 0.013929 || Task Loss: 0.2550 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:55:10 || Estimated Time: 1 day, 22:19:23
2023-08-05 11:05:41,475 semantic_segmentation INFO: Iters: 49660/150000 || Lr: 0.013928 || Task Loss: 0.2252 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:55:26 || Estimated Time: 1 day, 22:19:05
2023-08-05 11:05:57,412 semantic_segmentation INFO: Iters: 49670/150000 || Lr: 0.013926 || Task Loss: 0.1701 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 22:18:48
2023-08-05 11:06:13,333 semantic_segmentation INFO: Iters: 49680/150000 || Lr: 0.013925 || Task Loss: 0.2766 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:55:57 || Estimated Time: 1 day, 22:18:29
2023-08-05 11:06:29,262 semantic_segmentation INFO: Iters: 49690/150000 || Lr: 0.013924 || Task Loss: 0.1876 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:56:13 || Estimated Time: 1 day, 22:18:11
2023-08-05 11:06:45,177 semantic_segmentation INFO: Iters: 49700/150000 || Lr: 0.013923 || Task Loss: 0.2294 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:56:29 || Estimated Time: 1 day, 22:17:53
2023-08-05 11:07:01,073 semantic_segmentation INFO: Iters: 49710/150000 || Lr: 0.013921 || Task Loss: 0.2423 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:56:45 || Estimated Time: 1 day, 22:17:35
2023-08-05 11:07:16,965 semantic_segmentation INFO: Iters: 49720/150000 || Lr: 0.013920 || Task Loss: 0.2303 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:57:01 || Estimated Time: 1 day, 22:17:17
2023-08-05 11:07:32,839 semantic_segmentation INFO: Iters: 49730/150000 || Lr: 0.013919 || Task Loss: 0.2241 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:57:17 || Estimated Time: 1 day, 22:16:59
2023-08-05 11:07:48,742 semantic_segmentation INFO: Iters: 49740/150000 || Lr: 0.013918 || Task Loss: 0.6761 || KD Loss: 0.2905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:57:33 || Estimated Time: 1 day, 22:16:41
2023-08-05 11:08:04,632 semantic_segmentation INFO: Iters: 49750/150000 || Lr: 0.013916 || Task Loss: 0.2224 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:57:49 || Estimated Time: 1 day, 22:16:23
2023-08-05 11:08:20,490 semantic_segmentation INFO: Iters: 49760/150000 || Lr: 0.013915 || Task Loss: 0.2095 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:58:05 || Estimated Time: 1 day, 22:16:05
2023-08-05 11:08:36,377 semantic_segmentation INFO: Iters: 49770/150000 || Lr: 0.013914 || Task Loss: 0.2161 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:58:20 || Estimated Time: 1 day, 22:15:47
2023-08-05 11:08:52,258 semantic_segmentation INFO: Iters: 49780/150000 || Lr: 0.013913 || Task Loss: 0.2537 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:58:36 || Estimated Time: 1 day, 22:15:29
2023-08-05 11:09:08,150 semantic_segmentation INFO: Iters: 49790/150000 || Lr: 0.013911 || Task Loss: 0.5901 || KD Loss: 0.1847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:58:52 || Estimated Time: 1 day, 22:15:11
2023-08-05 11:09:24,027 semantic_segmentation INFO: Iters: 49800/150000 || Lr: 0.013910 || Task Loss: 0.2452 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:08 || Estimated Time: 1 day, 22:14:53
2023-08-05 11:09:39,895 semantic_segmentation INFO: Iters: 49810/150000 || Lr: 0.013909 || Task Loss: 0.1740 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:24 || Estimated Time: 1 day, 22:14:34
2023-08-05 11:09:55,781 semantic_segmentation INFO: Iters: 49820/150000 || Lr: 0.013908 || Task Loss: 0.5204 || KD Loss: 0.1939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:40 || Estimated Time: 1 day, 22:14:16
2023-08-05 11:10:11,658 semantic_segmentation INFO: Iters: 49830/150000 || Lr: 0.013906 || Task Loss: 0.1947 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:56 || Estimated Time: 1 day, 22:13:58
2023-08-05 11:10:27,548 semantic_segmentation INFO: Iters: 49840/150000 || Lr: 0.013905 || Task Loss: 0.2789 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:00:12 || Estimated Time: 1 day, 22:13:40
2023-08-05 11:10:43,452 semantic_segmentation INFO: Iters: 49850/150000 || Lr: 0.013904 || Task Loss: 0.1849 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:00:27 || Estimated Time: 1 day, 22:13:22
2023-08-05 11:10:59,378 semantic_segmentation INFO: Iters: 49860/150000 || Lr: 0.013903 || Task Loss: 0.2077 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 22:13:04
2023-08-05 11:11:15,301 semantic_segmentation INFO: Iters: 49870/150000 || Lr: 0.013901 || Task Loss: 0.1837 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 22:12:46
2023-08-05 11:11:31,210 semantic_segmentation INFO: Iters: 49880/150000 || Lr: 0.013900 || Task Loss: 0.2265 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:01:15 || Estimated Time: 1 day, 22:12:28
2023-08-05 11:11:47,135 semantic_segmentation INFO: Iters: 49890/150000 || Lr: 0.013899 || Task Loss: 0.3142 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:01:31 || Estimated Time: 1 day, 22:12:10
2023-08-05 11:12:03,039 semantic_segmentation INFO: Iters: 49900/150000 || Lr: 0.013898 || Task Loss: 0.3136 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:01:47 || Estimated Time: 1 day, 22:11:52
2023-08-05 11:12:18,944 semantic_segmentation INFO: Iters: 49910/150000 || Lr: 0.013896 || Task Loss: 0.1413 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:02:03 || Estimated Time: 1 day, 22:11:34
2023-08-05 11:12:34,850 semantic_segmentation INFO: Iters: 49920/150000 || Lr: 0.013895 || Task Loss: 0.2392 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:02:19 || Estimated Time: 1 day, 22:11:16
2023-08-05 11:12:50,761 semantic_segmentation INFO: Iters: 49930/150000 || Lr: 0.013894 || Task Loss: 0.2198 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:02:35 || Estimated Time: 1 day, 22:10:58
2023-08-05 11:13:06,674 semantic_segmentation INFO: Iters: 49940/150000 || Lr: 0.013893 || Task Loss: 0.3435 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:02:51 || Estimated Time: 1 day, 22:10:40
2023-08-05 11:13:22,583 semantic_segmentation INFO: Iters: 49950/150000 || Lr: 0.013891 || Task Loss: 0.2367 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:03:07 || Estimated Time: 1 day, 22:10:22
2023-08-05 11:13:38,504 semantic_segmentation INFO: Iters: 49960/150000 || Lr: 0.013890 || Task Loss: 0.4767 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:03:23 || Estimated Time: 1 day, 22:10:04
2023-08-05 11:13:54,419 semantic_segmentation INFO: Iters: 49970/150000 || Lr: 0.013889 || Task Loss: 0.2179 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:03:38 || Estimated Time: 1 day, 22:09:46
2023-08-05 11:14:10,347 semantic_segmentation INFO: Iters: 49980/150000 || Lr: 0.013888 || Task Loss: 0.2152 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:03:54 || Estimated Time: 1 day, 22:09:28
2023-08-05 11:14:26,260 semantic_segmentation INFO: Iters: 49990/150000 || Lr: 0.013886 || Task Loss: 0.2508 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:04:10 || Estimated Time: 1 day, 22:09:10
2023-08-05 11:14:42,180 semantic_segmentation INFO: Iters: 50000/150000 || Lr: 0.013885 || Task Loss: 0.1518 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:04:26 || Estimated Time: 1 day, 22:08:52
2023-08-05 11:14:58,120 semantic_segmentation INFO: Iters: 50010/150000 || Lr: 0.013884 || Task Loss: 0.1579 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 22:08:34
2023-08-05 11:15:14,034 semantic_segmentation INFO: Iters: 50020/150000 || Lr: 0.013883 || Task Loss: 0.3431 || KD Loss: 0.1134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 22:08:16
2023-08-05 11:15:29,949 semantic_segmentation INFO: Iters: 50030/150000 || Lr: 0.013881 || Task Loss: 0.2139 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:05:14 || Estimated Time: 1 day, 22:07:58
2023-08-05 11:15:45,897 semantic_segmentation INFO: Iters: 50040/150000 || Lr: 0.013880 || Task Loss: 0.2804 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:05:30 || Estimated Time: 1 day, 22:07:40
2023-08-05 11:16:01,829 semantic_segmentation INFO: Iters: 50050/150000 || Lr: 0.013879 || Task Loss: 0.3052 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:05:46 || Estimated Time: 1 day, 22:07:22
2023-08-05 11:16:17,784 semantic_segmentation INFO: Iters: 50060/150000 || Lr: 0.013878 || Task Loss: 0.4421 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:06:02 || Estimated Time: 1 day, 22:07:04
2023-08-05 11:16:33,749 semantic_segmentation INFO: Iters: 50070/150000 || Lr: 0.013876 || Task Loss: 0.2948 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:06:18 || Estimated Time: 1 day, 22:06:46
2023-08-05 11:16:49,684 semantic_segmentation INFO: Iters: 50080/150000 || Lr: 0.013875 || Task Loss: 0.2365 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:06:34 || Estimated Time: 1 day, 22:06:28
2023-08-05 11:17:05,605 semantic_segmentation INFO: Iters: 50090/150000 || Lr: 0.013874 || Task Loss: 0.1989 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:06:50 || Estimated Time: 1 day, 22:06:10
2023-08-05 11:17:21,531 semantic_segmentation INFO: Iters: 50100/150000 || Lr: 0.013873 || Task Loss: 0.1962 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:07:06 || Estimated Time: 1 day, 22:05:52
2023-08-05 11:17:37,464 semantic_segmentation INFO: Iters: 50110/150000 || Lr: 0.013871 || Task Loss: 0.2335 || KD Loss: 0.0988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:07:22 || Estimated Time: 1 day, 22:05:34
2023-08-05 11:17:53,362 semantic_segmentation INFO: Iters: 50120/150000 || Lr: 0.013870 || Task Loss: 0.4559 || KD Loss: 0.1453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:07:37 || Estimated Time: 1 day, 22:05:16
2023-08-05 11:18:09,246 semantic_segmentation INFO: Iters: 50130/150000 || Lr: 0.013869 || Task Loss: 0.2854 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:07:53 || Estimated Time: 1 day, 22:04:58
2023-08-05 11:18:25,124 semantic_segmentation INFO: Iters: 50140/150000 || Lr: 0.013868 || Task Loss: 0.2440 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:08:09 || Estimated Time: 1 day, 22:04:40
2023-08-05 11:18:40,992 semantic_segmentation INFO: Iters: 50150/150000 || Lr: 0.013866 || Task Loss: 0.1443 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:08:25 || Estimated Time: 1 day, 22:04:22
2023-08-05 11:18:56,873 semantic_segmentation INFO: Iters: 50160/150000 || Lr: 0.013865 || Task Loss: 0.6718 || KD Loss: 0.3275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:08:41 || Estimated Time: 1 day, 22:04:04
2023-08-05 11:19:12,751 semantic_segmentation INFO: Iters: 50170/150000 || Lr: 0.013864 || Task Loss: 0.3572 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:08:57 || Estimated Time: 1 day, 22:03:46
2023-08-05 11:19:28,618 semantic_segmentation INFO: Iters: 50180/150000 || Lr: 0.013863 || Task Loss: 0.1952 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:09:13 || Estimated Time: 1 day, 22:03:28
2023-08-05 11:19:44,492 semantic_segmentation INFO: Iters: 50190/150000 || Lr: 0.013861 || Task Loss: 0.2802 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:09:29 || Estimated Time: 1 day, 22:03:10
2023-08-05 11:20:00,375 semantic_segmentation INFO: Iters: 50200/150000 || Lr: 0.013860 || Task Loss: 0.3429 || KD Loss: 0.1174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:09:44 || Estimated Time: 1 day, 22:02:52
2023-08-05 11:20:16,273 semantic_segmentation INFO: Iters: 50210/150000 || Lr: 0.013859 || Task Loss: 0.2320 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:10:00 || Estimated Time: 1 day, 22:02:34
2023-08-05 11:20:32,165 semantic_segmentation INFO: Iters: 50220/150000 || Lr: 0.013858 || Task Loss: 0.2444 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 22:02:16
2023-08-05 11:20:48,069 semantic_segmentation INFO: Iters: 50230/150000 || Lr: 0.013856 || Task Loss: 0.1934 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:10:32 || Estimated Time: 1 day, 22:01:58
2023-08-05 11:21:03,990 semantic_segmentation INFO: Iters: 50240/150000 || Lr: 0.013855 || Task Loss: 0.2399 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:10:48 || Estimated Time: 1 day, 22:01:40
2023-08-05 11:21:19,909 semantic_segmentation INFO: Iters: 50250/150000 || Lr: 0.013854 || Task Loss: 0.1878 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:04 || Estimated Time: 1 day, 22:01:22
2023-08-05 11:21:35,808 semantic_segmentation INFO: Iters: 50260/150000 || Lr: 0.013853 || Task Loss: 0.2697 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:20 || Estimated Time: 1 day, 22:01:04
2023-08-05 11:21:51,712 semantic_segmentation INFO: Iters: 50270/150000 || Lr: 0.013851 || Task Loss: 0.3623 || KD Loss: 0.6467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:36 || Estimated Time: 1 day, 22:00:46
2023-08-05 11:22:07,623 semantic_segmentation INFO: Iters: 50280/150000 || Lr: 0.013850 || Task Loss: 0.3069 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:52 || Estimated Time: 1 day, 22:00:28
2023-08-05 11:22:23,519 semantic_segmentation INFO: Iters: 50290/150000 || Lr: 0.013849 || Task Loss: 0.2162 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:12:08 || Estimated Time: 1 day, 22:00:10
2023-08-05 11:22:39,443 semantic_segmentation INFO: Iters: 50300/150000 || Lr: 0.013848 || Task Loss: 0.5281 || KD Loss: 0.3090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:12:23 || Estimated Time: 1 day, 21:59:52
2023-08-05 11:22:55,344 semantic_segmentation INFO: Iters: 50310/150000 || Lr: 0.013846 || Task Loss: 0.2412 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:12:39 || Estimated Time: 1 day, 21:59:34
2023-08-05 11:23:11,242 semantic_segmentation INFO: Iters: 50320/150000 || Lr: 0.013845 || Task Loss: 0.4077 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:12:55 || Estimated Time: 1 day, 21:59:16
2023-08-05 11:23:27,163 semantic_segmentation INFO: Iters: 50330/150000 || Lr: 0.013844 || Task Loss: 0.2578 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:13:11 || Estimated Time: 1 day, 21:58:58
2023-08-05 11:23:43,076 semantic_segmentation INFO: Iters: 50340/150000 || Lr: 0.013843 || Task Loss: 0.1625 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:13:27 || Estimated Time: 1 day, 21:58:40
2023-08-05 11:23:59,010 semantic_segmentation INFO: Iters: 50350/150000 || Lr: 0.013841 || Task Loss: 0.3881 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:13:43 || Estimated Time: 1 day, 21:58:22
2023-08-05 11:24:14,922 semantic_segmentation INFO: Iters: 50360/150000 || Lr: 0.013840 || Task Loss: 0.2356 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:13:59 || Estimated Time: 1 day, 21:58:04
2023-08-05 11:24:30,844 semantic_segmentation INFO: Iters: 50370/150000 || Lr: 0.013839 || Task Loss: 0.2739 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:14:15 || Estimated Time: 1 day, 21:57:46
2023-08-05 11:24:46,780 semantic_segmentation INFO: Iters: 50380/150000 || Lr: 0.013838 || Task Loss: 0.2869 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:14:31 || Estimated Time: 1 day, 21:57:28
2023-08-05 11:25:02,722 semantic_segmentation INFO: Iters: 50390/150000 || Lr: 0.013836 || Task Loss: 0.2550 || KD Loss: 0.1002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:14:47 || Estimated Time: 1 day, 21:57:10
2023-08-05 11:25:18,673 semantic_segmentation INFO: Iters: 50400/150000 || Lr: 0.013835 || Task Loss: 0.2588 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:15:03 || Estimated Time: 1 day, 21:56:52
2023-08-05 11:25:18,752 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 11:25:19,545 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.414
2023-08-05 11:25:19,673 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.501
2023-08-05 11:25:19,793 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.504
2023-08-05 11:25:19,910 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.533
2023-08-05 11:25:20,029 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.525
2023-08-05 11:25:20,148 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.525
2023-08-05 11:25:20,265 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.539
2023-08-05 11:25:20,383 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.578
2023-08-05 11:25:20,504 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.600
2023-08-05 11:25:20,623 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.647
2023-08-05 11:25:20,740 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.655
2023-08-05 11:25:20,857 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.680
2023-08-05 11:25:20,979 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.677
2023-08-05 11:25:21,096 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.674
2023-08-05 11:25:21,213 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.677
2023-08-05 11:25:21,332 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.670
2023-08-05 11:25:21,450 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.673
2023-08-05 11:25:21,572 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.675
2023-08-05 11:25:21,689 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.681
2023-08-05 11:25:21,805 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.687
2023-08-05 11:25:21,922 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.688
2023-08-05 11:25:22,039 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.676
2023-08-05 11:25:22,161 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.675
2023-08-05 11:25:22,279 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.682
2023-08-05 11:25:22,395 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.694
2023-08-05 11:25:22,512 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.697
2023-08-05 11:25:22,632 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 11:25:22,749 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 11:25:22,866 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-05 11:25:22,983 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 11:25:23,107 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.702
2023-08-05 11:25:23,224 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 11:25:23,342 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.702
2023-08-05 11:25:23,461 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 11:25:23,585 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.702
2023-08-05 11:25:23,701 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 11:25:23,819 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 11:25:23,937 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 11:25:24,053 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 11:25:24,169 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 11:25:24,286 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 11:25:24,403 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 11:25:24,522 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 11:25:24,643 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 11:25:24,760 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 11:25:24,877 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 11:25:24,995 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 11:25:25,118 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 11:25:25,236 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.696
2023-08-05 11:25:25,353 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.698
2023-08-05 11:25:25,470 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.698
2023-08-05 11:25:25,593 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 11:25:25,710 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 11:25:25,826 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 11:25:25,944 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 11:25:26,060 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-05 11:25:26,177 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-05 11:25:26,294 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.716
2023-08-05 11:25:26,412 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-05 11:25:26,532 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 11:25:26,653 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-05 11:25:26,771 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-05 11:25:26,890 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-05 11:25:27,009 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-05 11:25:27,130 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-05 11:25:27,247 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-05 11:25:27,363 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-05 11:25:27,481 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-05 11:25:27,604 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.723
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2023-08-05 11:25:27,839 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-05 11:25:27,956 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-05 11:25:28,080 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-05 11:25:28,197 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-05 11:25:28,315 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-05 11:25:28,433 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.718
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2023-08-05 11:25:28,670 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-05 11:25:28,786 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.718
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2023-08-05 11:25:29,021 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.720
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2023-08-05 11:25:29,492 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.714
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2023-08-05 11:25:29,733 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.714
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2023-08-05 11:25:30,323 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.728
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2023-08-05 11:25:32,921 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.724
2023-08-05 11:25:33,038 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.724
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2023-08-05 11:25:36,472 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.728
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2023-08-05 11:25:37,068 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.942, mIoU: 0.728
2023-08-05 11:25:37,186 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.942, mIoU: 0.727
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2023-08-05 11:25:39,669 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.943, mIoU: 0.726
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2023-08-05 11:25:40,019 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.943, mIoU: 0.725
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2023-08-05 11:26:11,181 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 11:26:11,298 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 11:26:11,416 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 11:26:11,533 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 11:26:11,657 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 11:26:11,774 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 11:26:11,892 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 11:26:12,009 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 11:26:12,135 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:12,253 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:12,369 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:12,487 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:12,606 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:12,724 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:12,841 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:12,959 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:13,076 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:13,198 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:13,316 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:13,433 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 11:26:13,550 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:13,674 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:13,793 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:13,908 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:14,025 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:14,149 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:14,266 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:14,384 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:14,503 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:14,620 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:14,737 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 11:26:14,854 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:14,971 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:15,088 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:15,211 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:15,329 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:15,447 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:15,565 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:15,688 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:15,805 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 11:26:15,922 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 11:26:16,040 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 11:26:16,164 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 11:26:16,281 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 11:26:16,398 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 11:26:16,515 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 11:26:16,641 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 11:26:16,760 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 11:26:16,877 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 11:26:16,994 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 11:26:17,111 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 11:26:17,228 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 11:26:17,345 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 11:26:17,464 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 11:26:17,582 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 11:26:17,703 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 11:26:17,820 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 11:26:17,938 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 11:26:18,054 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 11:26:18,178 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 11:26:18,297 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 11:26:18,416 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 11:26:18,532 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 11:26:18,654 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 11:26:34,974 semantic_segmentation INFO: Iters: 50410/150000 || Lr: 0.013834 || Task Loss: 0.2740 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:16:19 || Estimated Time: 1 day, 21:58:33
2023-08-05 11:26:50,897 semantic_segmentation INFO: Iters: 50420/150000 || Lr: 0.013833 || Task Loss: 0.2446 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:16:35 || Estimated Time: 1 day, 21:58:15
2023-08-05 11:27:06,821 semantic_segmentation INFO: Iters: 50430/150000 || Lr: 0.013831 || Task Loss: 0.2289 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:16:51 || Estimated Time: 1 day, 21:57:57
2023-08-05 11:27:22,732 semantic_segmentation INFO: Iters: 50440/150000 || Lr: 0.013830 || Task Loss: 0.3506 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:17:07 || Estimated Time: 1 day, 21:57:39
2023-08-05 11:27:38,626 semantic_segmentation INFO: Iters: 50450/150000 || Lr: 0.013829 || Task Loss: 0.2133 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:17:23 || Estimated Time: 1 day, 21:57:21
2023-08-05 11:27:54,538 semantic_segmentation INFO: Iters: 50460/150000 || Lr: 0.013828 || Task Loss: 0.2471 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:17:39 || Estimated Time: 1 day, 21:57:03
2023-08-05 11:28:10,467 semantic_segmentation INFO: Iters: 50470/150000 || Lr: 0.013826 || Task Loss: 0.2036 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:17:55 || Estimated Time: 1 day, 21:56:45
2023-08-05 11:28:26,350 semantic_segmentation INFO: Iters: 50480/150000 || Lr: 0.013825 || Task Loss: 0.1960 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:18:10 || Estimated Time: 1 day, 21:56:27
2023-08-05 11:28:42,259 semantic_segmentation INFO: Iters: 50490/150000 || Lr: 0.013824 || Task Loss: 0.4808 || KD Loss: 0.2186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:18:26 || Estimated Time: 1 day, 21:56:09
2023-08-05 11:28:58,155 semantic_segmentation INFO: Iters: 50500/150000 || Lr: 0.013823 || Task Loss: 0.2483 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:18:42 || Estimated Time: 1 day, 21:55:51
2023-08-05 11:29:14,058 semantic_segmentation INFO: Iters: 50510/150000 || Lr: 0.013821 || Task Loss: 0.2203 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:18:58 || Estimated Time: 1 day, 21:55:33
2023-08-05 11:29:29,974 semantic_segmentation INFO: Iters: 50520/150000 || Lr: 0.013820 || Task Loss: 0.3145 || KD Loss: 0.2160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:19:14 || Estimated Time: 1 day, 21:55:15
2023-08-05 11:29:45,880 semantic_segmentation INFO: Iters: 50530/150000 || Lr: 0.013819 || Task Loss: 0.2451 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:19:30 || Estimated Time: 1 day, 21:54:57
2023-08-05 11:30:01,808 semantic_segmentation INFO: Iters: 50540/150000 || Lr: 0.013818 || Task Loss: 0.2465 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 21:54:39
2023-08-05 11:30:17,705 semantic_segmentation INFO: Iters: 50550/150000 || Lr: 0.013816 || Task Loss: 0.2771 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:20:02 || Estimated Time: 1 day, 21:54:21
2023-08-05 11:30:33,643 semantic_segmentation INFO: Iters: 50560/150000 || Lr: 0.013815 || Task Loss: 0.2486 || KD Loss: 0.1670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:20:18 || Estimated Time: 1 day, 21:54:03
2023-08-05 11:30:49,577 semantic_segmentation INFO: Iters: 50570/150000 || Lr: 0.013814 || Task Loss: 0.1930 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:20:34 || Estimated Time: 1 day, 21:53:45
2023-08-05 11:31:05,506 semantic_segmentation INFO: Iters: 50580/150000 || Lr: 0.013813 || Task Loss: 0.2439 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:20:50 || Estimated Time: 1 day, 21:53:27
2023-08-05 11:31:21,418 semantic_segmentation INFO: Iters: 50590/150000 || Lr: 0.013811 || Task Loss: 0.2474 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:21:05 || Estimated Time: 1 day, 21:53:09
2023-08-05 11:31:37,323 semantic_segmentation INFO: Iters: 50600/150000 || Lr: 0.013810 || Task Loss: 0.2727 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:21:21 || Estimated Time: 1 day, 21:52:51
2023-08-05 11:31:53,245 semantic_segmentation INFO: Iters: 50610/150000 || Lr: 0.013809 || Task Loss: 0.2725 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:21:37 || Estimated Time: 1 day, 21:52:33
2023-08-05 11:32:09,174 semantic_segmentation INFO: Iters: 50620/150000 || Lr: 0.013808 || Task Loss: 0.2346 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:21:53 || Estimated Time: 1 day, 21:52:15
2023-08-05 11:32:25,089 semantic_segmentation INFO: Iters: 50630/150000 || Lr: 0.013806 || Task Loss: 0.2379 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:22:09 || Estimated Time: 1 day, 21:51:57
2023-08-05 11:32:41,018 semantic_segmentation INFO: Iters: 50640/150000 || Lr: 0.013805 || Task Loss: 0.2192 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:22:25 || Estimated Time: 1 day, 21:51:39
2023-08-05 11:32:56,957 semantic_segmentation INFO: Iters: 50650/150000 || Lr: 0.013804 || Task Loss: 0.2093 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:22:41 || Estimated Time: 1 day, 21:51:21
2023-08-05 11:33:12,872 semantic_segmentation INFO: Iters: 50660/150000 || Lr: 0.013803 || Task Loss: 0.2973 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:22:57 || Estimated Time: 1 day, 21:51:03
2023-08-05 11:33:28,799 semantic_segmentation INFO: Iters: 50670/150000 || Lr: 0.013801 || Task Loss: 0.2754 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:23:13 || Estimated Time: 1 day, 21:50:45
2023-08-05 11:33:44,701 semantic_segmentation INFO: Iters: 50680/150000 || Lr: 0.013800 || Task Loss: 0.1697 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:23:29 || Estimated Time: 1 day, 21:50:27
2023-08-05 11:34:00,627 semantic_segmentation INFO: Iters: 50690/150000 || Lr: 0.013799 || Task Loss: 0.2316 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:23:45 || Estimated Time: 1 day, 21:50:09
2023-08-05 11:34:16,539 semantic_segmentation INFO: Iters: 50700/150000 || Lr: 0.013798 || Task Loss: 0.1751 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:24:01 || Estimated Time: 1 day, 21:49:51
2023-08-05 11:34:32,470 semantic_segmentation INFO: Iters: 50710/150000 || Lr: 0.013796 || Task Loss: 0.2499 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:24:17 || Estimated Time: 1 day, 21:49:33
2023-08-05 11:34:48,378 semantic_segmentation INFO: Iters: 50720/150000 || Lr: 0.013795 || Task Loss: 0.2109 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:24:32 || Estimated Time: 1 day, 21:49:15
2023-08-05 11:35:04,282 semantic_segmentation INFO: Iters: 50730/150000 || Lr: 0.013794 || Task Loss: 0.3098 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:24:48 || Estimated Time: 1 day, 21:48:57
2023-08-05 11:35:20,214 semantic_segmentation INFO: Iters: 50740/150000 || Lr: 0.013793 || Task Loss: 0.3356 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:25:04 || Estimated Time: 1 day, 21:48:39
2023-08-05 11:35:36,122 semantic_segmentation INFO: Iters: 50750/150000 || Lr: 0.013791 || Task Loss: 0.5458 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:25:20 || Estimated Time: 1 day, 21:48:21
2023-08-05 11:35:52,033 semantic_segmentation INFO: Iters: 50760/150000 || Lr: 0.013790 || Task Loss: 0.3212 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:25:36 || Estimated Time: 1 day, 21:48:03
2023-08-05 11:36:07,929 semantic_segmentation INFO: Iters: 50770/150000 || Lr: 0.013789 || Task Loss: 0.1732 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:25:52 || Estimated Time: 1 day, 21:47:45
2023-08-05 11:36:23,824 semantic_segmentation INFO: Iters: 50780/150000 || Lr: 0.013788 || Task Loss: 0.2275 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:08 || Estimated Time: 1 day, 21:47:27
2023-08-05 11:36:39,726 semantic_segmentation INFO: Iters: 50790/150000 || Lr: 0.013786 || Task Loss: 0.3286 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:24 || Estimated Time: 1 day, 21:47:09
2023-08-05 11:36:55,610 semantic_segmentation INFO: Iters: 50800/150000 || Lr: 0.013785 || Task Loss: 0.3237 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:40 || Estimated Time: 1 day, 21:46:51
2023-08-05 11:37:11,483 semantic_segmentation INFO: Iters: 50810/150000 || Lr: 0.013784 || Task Loss: 0.2028 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:56 || Estimated Time: 1 day, 21:46:33
2023-08-05 11:37:27,356 semantic_segmentation INFO: Iters: 50820/150000 || Lr: 0.013783 || Task Loss: 0.3089 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:27:11 || Estimated Time: 1 day, 21:46:15
2023-08-05 11:37:43,262 semantic_segmentation INFO: Iters: 50830/150000 || Lr: 0.013781 || Task Loss: 0.3208 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:27:27 || Estimated Time: 1 day, 21:45:57
2023-08-05 11:37:59,154 semantic_segmentation INFO: Iters: 50840/150000 || Lr: 0.013780 || Task Loss: 0.1421 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:27:43 || Estimated Time: 1 day, 21:45:39
2023-08-05 11:38:15,066 semantic_segmentation INFO: Iters: 50850/150000 || Lr: 0.013779 || Task Loss: 0.1339 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:27:59 || Estimated Time: 1 day, 21:45:21
2023-08-05 11:38:30,983 semantic_segmentation INFO: Iters: 50860/150000 || Lr: 0.013778 || Task Loss: 0.1915 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:28:15 || Estimated Time: 1 day, 21:45:03
2023-08-05 11:38:46,876 semantic_segmentation INFO: Iters: 50870/150000 || Lr: 0.013776 || Task Loss: 0.2332 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:28:31 || Estimated Time: 1 day, 21:44:45
2023-08-05 11:39:02,802 semantic_segmentation INFO: Iters: 50880/150000 || Lr: 0.013775 || Task Loss: 0.3136 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:28:47 || Estimated Time: 1 day, 21:44:27
2023-08-05 11:39:18,703 semantic_segmentation INFO: Iters: 50890/150000 || Lr: 0.013774 || Task Loss: 0.5222 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:29:03 || Estimated Time: 1 day, 21:44:09
2023-08-05 11:39:34,592 semantic_segmentation INFO: Iters: 50900/150000 || Lr: 0.013773 || Task Loss: 0.3298 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:29:19 || Estimated Time: 1 day, 21:43:51
2023-08-05 11:39:50,500 semantic_segmentation INFO: Iters: 50910/150000 || Lr: 0.013771 || Task Loss: 0.2812 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:29:35 || Estimated Time: 1 day, 21:43:33
2023-08-05 11:40:06,414 semantic_segmentation INFO: Iters: 50920/150000 || Lr: 0.013770 || Task Loss: 0.3153 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:29:50 || Estimated Time: 1 day, 21:43:15
2023-08-05 11:40:22,302 semantic_segmentation INFO: Iters: 50930/150000 || Lr: 0.013769 || Task Loss: 0.2133 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:30:06 || Estimated Time: 1 day, 21:42:57
2023-08-05 11:40:38,228 semantic_segmentation INFO: Iters: 50940/150000 || Lr: 0.013768 || Task Loss: 0.2466 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:30:22 || Estimated Time: 1 day, 21:42:39
2023-08-05 11:40:54,152 semantic_segmentation INFO: Iters: 50950/150000 || Lr: 0.013766 || Task Loss: 0.3190 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 21:42:21
2023-08-05 11:41:10,063 semantic_segmentation INFO: Iters: 50960/150000 || Lr: 0.013765 || Task Loss: 0.2185 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:30:54 || Estimated Time: 1 day, 21:42:03
2023-08-05 11:41:25,957 semantic_segmentation INFO: Iters: 50970/150000 || Lr: 0.013764 || Task Loss: 0.3437 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:31:10 || Estimated Time: 1 day, 21:41:45
2023-08-05 11:41:41,902 semantic_segmentation INFO: Iters: 50980/150000 || Lr: 0.013763 || Task Loss: 0.3412 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:31:26 || Estimated Time: 1 day, 21:41:27
2023-08-05 11:41:57,852 semantic_segmentation INFO: Iters: 50990/150000 || Lr: 0.013761 || Task Loss: 0.3408 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:31:42 || Estimated Time: 1 day, 21:41:10
2023-08-05 11:42:13,781 semantic_segmentation INFO: Iters: 51000/150000 || Lr: 0.013760 || Task Loss: 0.1955 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:31:58 || Estimated Time: 1 day, 21:40:52
2023-08-05 11:42:29,720 semantic_segmentation INFO: Iters: 51010/150000 || Lr: 0.013759 || Task Loss: 0.1999 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:32:14 || Estimated Time: 1 day, 21:40:34
2023-08-05 11:42:45,679 semantic_segmentation INFO: Iters: 51020/150000 || Lr: 0.013758 || Task Loss: 0.1880 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:32:30 || Estimated Time: 1 day, 21:40:16
2023-08-05 11:43:01,804 semantic_segmentation INFO: Iters: 51030/150000 || Lr: 0.013756 || Task Loss: 0.2116 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:32:46 || Estimated Time: 1 day, 21:39:58
2023-08-05 11:43:17,752 semantic_segmentation INFO: Iters: 51040/150000 || Lr: 0.013755 || Task Loss: 0.3220 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:33:02 || Estimated Time: 1 day, 21:39:40
2023-08-05 11:43:33,661 semantic_segmentation INFO: Iters: 51050/150000 || Lr: 0.013754 || Task Loss: 0.1187 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:33:18 || Estimated Time: 1 day, 21:39:22
2023-08-05 11:43:49,573 semantic_segmentation INFO: Iters: 51060/150000 || Lr: 0.013753 || Task Loss: 0.4560 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:33:34 || Estimated Time: 1 day, 21:39:04
2023-08-05 11:44:05,477 semantic_segmentation INFO: Iters: 51070/150000 || Lr: 0.013751 || Task Loss: 0.2981 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:33:50 || Estimated Time: 1 day, 21:38:47
2023-08-05 11:44:21,374 semantic_segmentation INFO: Iters: 51080/150000 || Lr: 0.013750 || Task Loss: 0.2612 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:34:05 || Estimated Time: 1 day, 21:38:29
2023-08-05 11:44:37,265 semantic_segmentation INFO: Iters: 51090/150000 || Lr: 0.013749 || Task Loss: 0.3431 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:34:21 || Estimated Time: 1 day, 21:38:11
2023-08-05 11:44:53,168 semantic_segmentation INFO: Iters: 51100/150000 || Lr: 0.013748 || Task Loss: 0.2509 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:34:37 || Estimated Time: 1 day, 21:37:53
2023-08-05 11:45:09,083 semantic_segmentation INFO: Iters: 51110/150000 || Lr: 0.013746 || Task Loss: 0.3234 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:34:53 || Estimated Time: 1 day, 21:37:35
2023-08-05 11:45:25,002 semantic_segmentation INFO: Iters: 51120/150000 || Lr: 0.013745 || Task Loss: 0.2420 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:35:09 || Estimated Time: 1 day, 21:37:17
2023-08-05 11:45:40,921 semantic_segmentation INFO: Iters: 51130/150000 || Lr: 0.013744 || Task Loss: 0.2911 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:35:25 || Estimated Time: 1 day, 21:36:59
2023-08-05 11:45:56,852 semantic_segmentation INFO: Iters: 51140/150000 || Lr: 0.013743 || Task Loss: 0.3087 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:35:41 || Estimated Time: 1 day, 21:36:41
2023-08-05 11:46:12,765 semantic_segmentation INFO: Iters: 51150/150000 || Lr: 0.013741 || Task Loss: 0.2665 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:35:57 || Estimated Time: 1 day, 21:36:23
2023-08-05 11:46:28,667 semantic_segmentation INFO: Iters: 51160/150000 || Lr: 0.013740 || Task Loss: 0.3468 || KD Loss: 0.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:36:13 || Estimated Time: 1 day, 21:36:05
2023-08-05 11:46:44,595 semantic_segmentation INFO: Iters: 51170/150000 || Lr: 0.013739 || Task Loss: 0.2445 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:36:29 || Estimated Time: 1 day, 21:35:47
2023-08-05 11:47:00,505 semantic_segmentation INFO: Iters: 51180/150000 || Lr: 0.013738 || Task Loss: 0.1852 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:36:45 || Estimated Time: 1 day, 21:35:29
2023-08-05 11:47:16,428 semantic_segmentation INFO: Iters: 51190/150000 || Lr: 0.013736 || Task Loss: 0.2987 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:37:00 || Estimated Time: 1 day, 21:35:11
2023-08-05 11:47:32,345 semantic_segmentation INFO: Iters: 51200/150000 || Lr: 0.013735 || Task Loss: 0.3330 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:37:16 || Estimated Time: 1 day, 21:34:53
2023-08-05 11:47:32,423 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 11:47:33,189 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.956, mIoU: 0.383
2023-08-05 11:47:33,313 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.495
2023-08-05 11:47:33,434 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.516
2023-08-05 11:47:33,554 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.530
2023-08-05 11:47:33,674 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.520
2023-08-05 11:47:33,791 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.523
2023-08-05 11:47:33,907 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.535
2023-08-05 11:47:34,024 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.562
2023-08-05 11:47:34,140 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.572
2023-08-05 11:47:34,258 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.599
2023-08-05 11:47:34,378 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.600
2023-08-05 11:47:34,494 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.628
2023-08-05 11:47:34,613 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.644
2023-08-05 11:47:34,731 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.638
2023-08-05 11:47:34,848 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.644
2023-08-05 11:47:34,964 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.638
2023-08-05 11:47:35,086 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.638
2023-08-05 11:47:35,203 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.643
2023-08-05 11:47:35,320 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.650
2023-08-05 11:47:35,437 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.656
2023-08-05 11:47:35,561 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.656
2023-08-05 11:47:35,677 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.634
2023-08-05 11:47:35,795 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.634
2023-08-05 11:47:35,914 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.641
2023-08-05 11:47:36,039 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 11:47:36,156 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.654
2023-08-05 11:47:36,273 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.646
2023-08-05 11:47:36,391 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.642
2023-08-05 11:47:36,507 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.648
2023-08-05 11:47:36,629 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.656
2023-08-05 11:47:36,745 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.655
2023-08-05 11:47:36,862 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.654
2023-08-05 11:47:36,979 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.654
2023-08-05 11:47:37,100 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.651
2023-08-05 11:47:37,217 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.653
2023-08-05 11:47:37,333 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.652
2023-08-05 11:47:37,450 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:47:37,573 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.647
2023-08-05 11:47:37,689 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.640
2023-08-05 11:47:37,806 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.641
2023-08-05 11:47:37,925 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.643
2023-08-05 11:47:38,047 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.643
2023-08-05 11:47:38,164 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.643
2023-08-05 11:47:38,282 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.645
2023-08-05 11:47:38,400 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-05 11:47:38,517 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-05 11:47:38,634 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.643
2023-08-05 11:47:38,752 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.642
2023-08-05 11:47:38,869 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.646
2023-08-05 11:47:38,987 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.648
2023-08-05 11:47:39,111 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.649
2023-08-05 11:47:39,229 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 11:47:39,347 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 11:47:39,464 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.660
2023-08-05 11:47:39,586 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.658
2023-08-05 11:47:39,703 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.658
2023-08-05 11:47:39,820 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.659
2023-08-05 11:47:39,936 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 11:47:40,059 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.668
2023-08-05 11:47:40,175 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.666
2023-08-05 11:47:40,293 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.669
2023-08-05 11:47:40,410 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-05 11:47:40,536 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-05 11:47:40,653 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 11:47:40,770 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 11:47:40,889 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.675
2023-08-05 11:47:41,007 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.674
2023-08-05 11:47:41,130 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.674
2023-08-05 11:47:41,248 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.672
2023-08-05 11:47:41,366 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.672
2023-08-05 11:47:41,484 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 11:47:41,605 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 11:47:41,723 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 11:47:41,840 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 11:47:41,957 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.674
2023-08-05 11:47:42,082 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 11:47:42,199 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 11:47:42,315 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-05 11:47:42,433 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 11:47:42,555 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 11:47:42,672 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 11:47:42,790 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.676
2023-08-05 11:47:42,908 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 11:47:43,024 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 11:47:43,141 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 11:47:43,259 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.668
2023-08-05 11:47:43,377 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.669
2023-08-05 11:47:43,494 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.669
2023-08-05 11:47:43,616 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 11:47:43,733 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 11:47:43,851 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.669
2023-08-05 11:47:43,967 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.658
2023-08-05 11:47:44,089 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 11:47:44,207 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.658
2023-08-05 11:47:44,324 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 11:47:44,442 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 11:47:44,566 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 11:47:44,683 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 11:47:44,800 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 11:47:44,917 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.658
2023-08-05 11:47:45,042 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.658
2023-08-05 11:47:45,160 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.657
2023-08-05 11:47:45,277 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.657
2023-08-05 11:47:45,395 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.657
2023-08-05 11:47:45,513 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.657
2023-08-05 11:47:45,636 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.657
2023-08-05 11:47:45,752 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 11:47:45,870 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 11:47:45,988 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 11:47:46,109 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.658
2023-08-05 11:47:46,226 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.658
2023-08-05 11:47:46,342 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.659
2023-08-05 11:47:46,459 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.658
2023-08-05 11:47:46,582 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.658
2023-08-05 11:47:46,699 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.658
2023-08-05 11:47:46,817 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 11:47:46,937 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.654
2023-08-05 11:47:47,059 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.655
2023-08-05 11:47:47,176 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 11:47:47,293 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 11:47:47,410 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 11:47:47,529 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.656
2023-08-05 11:47:47,645 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.656
2023-08-05 11:47:47,762 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.660
2023-08-05 11:47:47,880 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.659
2023-08-05 11:47:47,997 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.661
2023-08-05 11:47:48,119 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 11:47:48,238 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 11:47:48,355 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 11:47:48,474 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 11:47:48,597 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.662
2023-08-05 11:47:48,714 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 11:47:48,833 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-05 11:47:48,950 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-05 11:47:49,072 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-05 11:47:49,190 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.661
2023-08-05 11:47:49,308 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.661
2023-08-05 11:47:49,426 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 11:47:49,551 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 11:47:49,669 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.664
2023-08-05 11:47:49,786 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.664
2023-08-05 11:47:49,903 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.937, mIoU: 0.664
2023-08-05 11:47:50,027 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 11:47:50,143 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 11:47:50,261 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 11:47:50,381 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.664
2023-08-05 11:47:50,498 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.664
2023-08-05 11:47:50,619 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 11:47:50,736 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 11:47:50,853 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.662
2023-08-05 11:47:50,972 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.937, mIoU: 0.664
2023-08-05 11:47:51,101 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 11:47:51,219 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.937, mIoU: 0.663
2023-08-05 11:47:51,335 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.937, mIoU: 0.663
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2023-08-05 11:48:14,783 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 11:48:14,900 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 11:48:15,018 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 11:48:15,140 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 11:48:15,257 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 11:48:15,375 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.938, mIoU: 0.645
2023-08-05 11:48:15,494 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 11:48:15,618 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 11:48:15,735 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 11:48:15,852 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 11:48:15,970 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.938, mIoU: 0.646
2023-08-05 11:48:16,093 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.939, mIoU: 0.646
2023-08-05 11:48:16,210 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.939, mIoU: 0.646
2023-08-05 11:48:16,327 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.939, mIoU: 0.647
2023-08-05 11:48:16,446 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.939, mIoU: 0.647
2023-08-05 11:48:16,568 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.939, mIoU: 0.647
2023-08-05 11:48:16,686 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:48:16,804 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:48:16,921 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:48:17,038 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:48:17,160 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:48:17,277 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:48:17,395 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:48:17,513 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:48:17,635 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.648
2023-08-05 11:48:17,753 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.940, mIoU: 0.648
2023-08-05 11:48:17,871 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.940, mIoU: 0.649
2023-08-05 11:48:17,988 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.940, mIoU: 0.649
2023-08-05 11:48:18,111 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.940, mIoU: 0.649
2023-08-05 11:48:18,229 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.940, mIoU: 0.649
2023-08-05 11:48:18,348 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 11:48:18,465 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 11:48:18,588 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 11:48:18,706 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 11:48:18,823 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 11:48:18,940 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 11:48:19,057 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 11:48:19,178 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 11:48:19,297 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 11:48:19,415 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 11:48:19,531 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 11:48:19,656 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.652
2023-08-05 11:48:19,774 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:19,892 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:20,009 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:20,132 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:20,250 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:20,368 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:20,485 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:20,608 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:20,725 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:20,842 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:20,960 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:21,085 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.652
2023-08-05 11:48:21,203 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-05 11:48:21,320 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.653
2023-08-05 11:48:21,438 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:21,558 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:21,679 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:21,796 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:21,913 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:22,031 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:22,153 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:22,271 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:22,389 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:22,507 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.942, mIoU: 0.653
2023-08-05 11:48:22,630 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:22,751 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:22,870 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:22,987 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:23,110 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:23,227 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:23,346 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:23,466 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:23,587 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:23,704 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 11:48:23,821 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:23,939 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:24,056 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:24,178 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:24,295 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:24,412 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:24,529 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:24,651 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:24,769 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:24,886 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:25,003 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:25,131 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:25,253 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:25,371 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:25,488 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:25,614 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.654
2023-08-05 11:48:25,732 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 11:48:25,849 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 11:48:25,966 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.655
2023-08-05 11:48:26,091 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.655
2023-08-05 11:48:26,209 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.655
2023-08-05 11:48:26,327 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.655
2023-08-05 11:48:26,445 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.944, mIoU: 0.655
2023-08-05 11:48:26,562 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.655
2023-08-05 11:48:26,685 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.655
2023-08-05 11:48:26,802 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.655
2023-08-05 11:48:26,918 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.655
2023-08-05 11:48:27,035 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:27,157 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:27,274 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:27,391 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:27,509 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:27,628 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:27,745 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:27,863 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:27,980 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.657
2023-08-05 11:48:28,102 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.657
2023-08-05 11:48:28,220 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:28,338 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.657
2023-08-05 11:48:28,456 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.657
2023-08-05 11:48:28,574 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:28,693 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:28,810 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:28,927 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:29,043 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:29,164 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:29,283 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:29,398 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:29,516 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.656
2023-08-05 11:48:29,640 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.656
2023-08-05 11:48:29,758 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.656
2023-08-05 11:48:29,876 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.656
2023-08-05 11:48:29,992 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.657
2023-08-05 11:48:30,116 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.656
2023-08-05 11:48:30,234 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.656
2023-08-05 11:48:30,351 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.656
2023-08-05 11:48:30,468 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.657
2023-08-05 11:48:30,594 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.657
2023-08-05 11:48:30,711 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.657
2023-08-05 11:48:30,829 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.657
2023-08-05 11:48:30,945 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.657
2023-08-05 11:48:31,065 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.657
2023-08-05 11:48:31,193 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.657
2023-08-05 11:48:31,310 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:31,427 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:31,546 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:31,669 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:31,787 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:31,904 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:32,021 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:32,146 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:32,263 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:32,380 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.658
2023-08-05 11:48:48,439 semantic_segmentation INFO: Iters: 51210/150000 || Lr: 0.013734 || Task Loss: 0.2457 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:38:32 || Estimated Time: 1 day, 21:36:31
2023-08-05 11:49:04,396 semantic_segmentation INFO: Iters: 51220/150000 || Lr: 0.013733 || Task Loss: 0.3164 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:38:48 || Estimated Time: 1 day, 21:36:13
2023-08-05 11:49:20,347 semantic_segmentation INFO: Iters: 51230/150000 || Lr: 0.013731 || Task Loss: 0.1885 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:04 || Estimated Time: 1 day, 21:35:55
2023-08-05 11:49:36,297 semantic_segmentation INFO: Iters: 51240/150000 || Lr: 0.013730 || Task Loss: 0.2141 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:20 || Estimated Time: 1 day, 21:35:37
2023-08-05 11:49:52,258 semantic_segmentation INFO: Iters: 51250/150000 || Lr: 0.013729 || Task Loss: 0.4563 || KD Loss: 0.2736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:36 || Estimated Time: 1 day, 21:35:20
2023-08-05 11:50:08,231 semantic_segmentation INFO: Iters: 51260/150000 || Lr: 0.013728 || Task Loss: 0.3336 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:52 || Estimated Time: 1 day, 21:35:02
2023-08-05 11:50:24,207 semantic_segmentation INFO: Iters: 51270/150000 || Lr: 0.013726 || Task Loss: 0.2678 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:40:08 || Estimated Time: 1 day, 21:34:44
2023-08-05 11:50:40,144 semantic_segmentation INFO: Iters: 51280/150000 || Lr: 0.013725 || Task Loss: 0.4539 || KD Loss: 0.1974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:40:24 || Estimated Time: 1 day, 21:34:26
2023-08-05 11:50:56,066 semantic_segmentation INFO: Iters: 51290/150000 || Lr: 0.013724 || Task Loss: 0.2364 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:40:40 || Estimated Time: 1 day, 21:34:08
2023-08-05 11:51:12,002 semantic_segmentation INFO: Iters: 51300/150000 || Lr: 0.013723 || Task Loss: 0.3641 || KD Loss: 0.1914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:40:56 || Estimated Time: 1 day, 21:33:50
2023-08-05 11:51:27,914 semantic_segmentation INFO: Iters: 51310/150000 || Lr: 0.013721 || Task Loss: 0.4458 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:41:12 || Estimated Time: 1 day, 21:33:32
2023-08-05 11:51:43,792 semantic_segmentation INFO: Iters: 51320/150000 || Lr: 0.013720 || Task Loss: 0.4039 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:41:28 || Estimated Time: 1 day, 21:33:14
2023-08-05 11:51:59,681 semantic_segmentation INFO: Iters: 51330/150000 || Lr: 0.013719 || Task Loss: 0.3616 || KD Loss: 0.1591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:41:44 || Estimated Time: 1 day, 21:32:56
2023-08-05 11:52:15,573 semantic_segmentation INFO: Iters: 51340/150000 || Lr: 0.013718 || Task Loss: 0.2037 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 21:32:38
2023-08-05 11:52:31,466 semantic_segmentation INFO: Iters: 51350/150000 || Lr: 0.013716 || Task Loss: 0.1586 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 21:32:20
2023-08-05 11:52:47,373 semantic_segmentation INFO: Iters: 51360/150000 || Lr: 0.013715 || Task Loss: 0.3812 || KD Loss: 0.1864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:42:31 || Estimated Time: 1 day, 21:32:02
2023-08-05 11:53:03,295 semantic_segmentation INFO: Iters: 51370/150000 || Lr: 0.013714 || Task Loss: 0.2157 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:42:47 || Estimated Time: 1 day, 21:31:44
2023-08-05 11:53:19,215 semantic_segmentation INFO: Iters: 51380/150000 || Lr: 0.013713 || Task Loss: 0.2625 || KD Loss: 0.0948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:43:03 || Estimated Time: 1 day, 21:31:26
2023-08-05 11:53:35,134 semantic_segmentation INFO: Iters: 51390/150000 || Lr: 0.013711 || Task Loss: 0.1818 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:43:19 || Estimated Time: 1 day, 21:31:08
2023-08-05 11:53:51,059 semantic_segmentation INFO: Iters: 51400/150000 || Lr: 0.013710 || Task Loss: 0.3879 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:43:35 || Estimated Time: 1 day, 21:30:50
2023-08-05 11:54:06,956 semantic_segmentation INFO: Iters: 51410/150000 || Lr: 0.013709 || Task Loss: 0.7040 || KD Loss: 0.2210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:43:51 || Estimated Time: 1 day, 21:30:32
2023-08-05 11:54:22,876 semantic_segmentation INFO: Iters: 51420/150000 || Lr: 0.013708 || Task Loss: 0.2624 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:44:07 || Estimated Time: 1 day, 21:30:14
2023-08-05 11:54:38,797 semantic_segmentation INFO: Iters: 51430/150000 || Lr: 0.013706 || Task Loss: 0.3389 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:44:23 || Estimated Time: 1 day, 21:29:56
2023-08-05 11:54:54,743 semantic_segmentation INFO: Iters: 51440/150000 || Lr: 0.013705 || Task Loss: 0.2953 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:44:39 || Estimated Time: 1 day, 21:29:38
2023-08-05 11:55:10,682 semantic_segmentation INFO: Iters: 51450/150000 || Lr: 0.013704 || Task Loss: 0.3034 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:44:55 || Estimated Time: 1 day, 21:29:20
2023-08-05 11:55:26,617 semantic_segmentation INFO: Iters: 51460/150000 || Lr: 0.013703 || Task Loss: 0.2958 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:45:11 || Estimated Time: 1 day, 21:29:03
2023-08-05 11:55:42,539 semantic_segmentation INFO: Iters: 51470/150000 || Lr: 0.013701 || Task Loss: 0.2453 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:45:27 || Estimated Time: 1 day, 21:28:45
2023-08-05 11:55:58,484 semantic_segmentation INFO: Iters: 51480/150000 || Lr: 0.013700 || Task Loss: 0.2805 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:45:43 || Estimated Time: 1 day, 21:28:27
2023-08-05 11:56:14,439 semantic_segmentation INFO: Iters: 51490/150000 || Lr: 0.013699 || Task Loss: 0.1980 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:45:58 || Estimated Time: 1 day, 21:28:09
2023-08-05 11:56:30,404 semantic_segmentation INFO: Iters: 51500/150000 || Lr: 0.013698 || Task Loss: 0.2919 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:46:14 || Estimated Time: 1 day, 21:27:51
2023-08-05 11:56:46,355 semantic_segmentation INFO: Iters: 51510/150000 || Lr: 0.013696 || Task Loss: 0.2089 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:46:30 || Estimated Time: 1 day, 21:27:33
2023-08-05 11:57:02,305 semantic_segmentation INFO: Iters: 51520/150000 || Lr: 0.013695 || Task Loss: 0.2072 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:46:46 || Estimated Time: 1 day, 21:27:15
2023-08-05 11:57:18,245 semantic_segmentation INFO: Iters: 51530/150000 || Lr: 0.013694 || Task Loss: 0.1974 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:47:02 || Estimated Time: 1 day, 21:26:57
2023-08-05 11:57:34,157 semantic_segmentation INFO: Iters: 51540/150000 || Lr: 0.013693 || Task Loss: 0.2799 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:47:18 || Estimated Time: 1 day, 21:26:39
2023-08-05 11:57:50,105 semantic_segmentation INFO: Iters: 51550/150000 || Lr: 0.013691 || Task Loss: 0.1990 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:47:34 || Estimated Time: 1 day, 21:26:21
2023-08-05 11:58:06,037 semantic_segmentation INFO: Iters: 51560/150000 || Lr: 0.013690 || Task Loss: 0.1780 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:47:50 || Estimated Time: 1 day, 21:26:03
2023-08-05 11:58:21,984 semantic_segmentation INFO: Iters: 51570/150000 || Lr: 0.013689 || Task Loss: 0.2472 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:06 || Estimated Time: 1 day, 21:25:46
2023-08-05 11:58:37,941 semantic_segmentation INFO: Iters: 51580/150000 || Lr: 0.013688 || Task Loss: 0.2326 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:22 || Estimated Time: 1 day, 21:25:28
2023-08-05 11:58:53,889 semantic_segmentation INFO: Iters: 51590/150000 || Lr: 0.013686 || Task Loss: 0.2096 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:38 || Estimated Time: 1 day, 21:25:10
2023-08-05 11:59:09,855 semantic_segmentation INFO: Iters: 51600/150000 || Lr: 0.013685 || Task Loss: 0.2489 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:54 || Estimated Time: 1 day, 21:24:52
2023-08-05 11:59:25,746 semantic_segmentation INFO: Iters: 51610/150000 || Lr: 0.013684 || Task Loss: 0.3243 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:49:10 || Estimated Time: 1 day, 21:24:34
2023-08-05 11:59:41,607 semantic_segmentation INFO: Iters: 51620/150000 || Lr: 0.013683 || Task Loss: 0.1865 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:49:26 || Estimated Time: 1 day, 21:24:16
2023-08-05 11:59:57,467 semantic_segmentation INFO: Iters: 51630/150000 || Lr: 0.013681 || Task Loss: 0.3310 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:49:42 || Estimated Time: 1 day, 21:23:58
2023-08-05 12:00:13,356 semantic_segmentation INFO: Iters: 51640/150000 || Lr: 0.013680 || Task Loss: 0.3073 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:49:57 || Estimated Time: 1 day, 21:23:40
2023-08-05 12:00:29,236 semantic_segmentation INFO: Iters: 51650/150000 || Lr: 0.013679 || Task Loss: 0.3172 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:50:13 || Estimated Time: 1 day, 21:23:22
2023-08-05 12:00:45,107 semantic_segmentation INFO: Iters: 51660/150000 || Lr: 0.013678 || Task Loss: 0.1989 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:50:29 || Estimated Time: 1 day, 21:23:04
2023-08-05 12:01:01,002 semantic_segmentation INFO: Iters: 51670/150000 || Lr: 0.013676 || Task Loss: 0.3711 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:50:45 || Estimated Time: 1 day, 21:22:46
2023-08-05 12:01:16,895 semantic_segmentation INFO: Iters: 51680/150000 || Lr: 0.013675 || Task Loss: 0.2282 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:01 || Estimated Time: 1 day, 21:22:28
2023-08-05 12:01:32,782 semantic_segmentation INFO: Iters: 51690/150000 || Lr: 0.013674 || Task Loss: 0.2773 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:17 || Estimated Time: 1 day, 21:22:10
2023-08-05 12:01:48,684 semantic_segmentation INFO: Iters: 51700/150000 || Lr: 0.013673 || Task Loss: 0.1905 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:33 || Estimated Time: 1 day, 21:21:52
2023-08-05 12:02:04,591 semantic_segmentation INFO: Iters: 51710/150000 || Lr: 0.013671 || Task Loss: 0.3555 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:49 || Estimated Time: 1 day, 21:21:34
2023-08-05 12:02:20,505 semantic_segmentation INFO: Iters: 51720/150000 || Lr: 0.013670 || Task Loss: 0.1496 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:52:05 || Estimated Time: 1 day, 21:21:16
2023-08-05 12:02:36,411 semantic_segmentation INFO: Iters: 51730/150000 || Lr: 0.013669 || Task Loss: 0.1788 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:52:20 || Estimated Time: 1 day, 21:20:58
2023-08-05 12:02:52,332 semantic_segmentation INFO: Iters: 51740/150000 || Lr: 0.013668 || Task Loss: 0.3162 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:52:36 || Estimated Time: 1 day, 21:20:40
2023-08-05 12:03:08,272 semantic_segmentation INFO: Iters: 51750/150000 || Lr: 0.013666 || Task Loss: 0.3001 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:52:52 || Estimated Time: 1 day, 21:20:22
2023-08-05 12:03:24,186 semantic_segmentation INFO: Iters: 51760/150000 || Lr: 0.013665 || Task Loss: 0.3219 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:53:08 || Estimated Time: 1 day, 21:20:04
2023-08-05 12:03:40,086 semantic_segmentation INFO: Iters: 51770/150000 || Lr: 0.013664 || Task Loss: 0.2390 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:53:24 || Estimated Time: 1 day, 21:19:46
2023-08-05 12:03:56,004 semantic_segmentation INFO: Iters: 51780/150000 || Lr: 0.013663 || Task Loss: 0.2582 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:53:40 || Estimated Time: 1 day, 21:19:28
2023-08-05 12:04:11,939 semantic_segmentation INFO: Iters: 51790/150000 || Lr: 0.013661 || Task Loss: 0.2650 || KD Loss: 0.1374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:53:56 || Estimated Time: 1 day, 21:19:10
2023-08-05 12:04:27,855 semantic_segmentation INFO: Iters: 51800/150000 || Lr: 0.013660 || Task Loss: 0.2175 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:54:12 || Estimated Time: 1 day, 21:18:53
2023-08-05 12:04:43,782 semantic_segmentation INFO: Iters: 51810/150000 || Lr: 0.013659 || Task Loss: 0.1758 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:54:28 || Estimated Time: 1 day, 21:18:35
2023-08-05 12:04:59,701 semantic_segmentation INFO: Iters: 51820/150000 || Lr: 0.013658 || Task Loss: 0.1718 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:54:44 || Estimated Time: 1 day, 21:18:17
2023-08-05 12:05:15,648 semantic_segmentation INFO: Iters: 51830/150000 || Lr: 0.013656 || Task Loss: 0.3578 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:55:00 || Estimated Time: 1 day, 21:17:59
2023-08-05 12:05:31,593 semantic_segmentation INFO: Iters: 51840/150000 || Lr: 0.013655 || Task Loss: 0.2932 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 21:17:41
2023-08-05 12:05:47,558 semantic_segmentation INFO: Iters: 51850/150000 || Lr: 0.013654 || Task Loss: 0.2668 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 21:17:23
2023-08-05 12:06:03,500 semantic_segmentation INFO: Iters: 51860/150000 || Lr: 0.013653 || Task Loss: 0.2270 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 21:17:05
2023-08-05 12:06:19,463 semantic_segmentation INFO: Iters: 51870/150000 || Lr: 0.013651 || Task Loss: 0.3141 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:56:04 || Estimated Time: 1 day, 21:16:47
2023-08-05 12:06:35,434 semantic_segmentation INFO: Iters: 51880/150000 || Lr: 0.013650 || Task Loss: 0.2293 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:56:19 || Estimated Time: 1 day, 21:16:30
2023-08-05 12:06:51,364 semantic_segmentation INFO: Iters: 51890/150000 || Lr: 0.013649 || Task Loss: 0.2642 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:56:35 || Estimated Time: 1 day, 21:16:12
2023-08-05 12:07:07,275 semantic_segmentation INFO: Iters: 51900/150000 || Lr: 0.013648 || Task Loss: 0.2119 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:56:51 || Estimated Time: 1 day, 21:15:54
2023-08-05 12:07:23,182 semantic_segmentation INFO: Iters: 51910/150000 || Lr: 0.013646 || Task Loss: 0.4141 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:07 || Estimated Time: 1 day, 21:15:36
2023-08-05 12:07:39,103 semantic_segmentation INFO: Iters: 51920/150000 || Lr: 0.013645 || Task Loss: 0.2022 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:23 || Estimated Time: 1 day, 21:15:18
2023-08-05 12:07:55,021 semantic_segmentation INFO: Iters: 51930/150000 || Lr: 0.013644 || Task Loss: 0.3919 || KD Loss: 0.1523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:39 || Estimated Time: 1 day, 21:15:00
2023-08-05 12:08:10,967 semantic_segmentation INFO: Iters: 51940/150000 || Lr: 0.013643 || Task Loss: 0.1859 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:55 || Estimated Time: 1 day, 21:14:42
2023-08-05 12:08:26,850 semantic_segmentation INFO: Iters: 51950/150000 || Lr: 0.013641 || Task Loss: 0.2427 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:58:11 || Estimated Time: 1 day, 21:14:24
2023-08-05 12:08:42,730 semantic_segmentation INFO: Iters: 51960/150000 || Lr: 0.013640 || Task Loss: 0.2111 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:58:27 || Estimated Time: 1 day, 21:14:06
2023-08-05 12:08:58,608 semantic_segmentation INFO: Iters: 51970/150000 || Lr: 0.013639 || Task Loss: 0.1887 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:58:43 || Estimated Time: 1 day, 21:13:48
2023-08-05 12:09:14,489 semantic_segmentation INFO: Iters: 51980/150000 || Lr: 0.013638 || Task Loss: 0.3246 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:58:59 || Estimated Time: 1 day, 21:13:30
2023-08-05 12:09:30,391 semantic_segmentation INFO: Iters: 51990/150000 || Lr: 0.013636 || Task Loss: 0.2652 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:59:14 || Estimated Time: 1 day, 21:13:12
2023-08-05 12:09:46,281 semantic_segmentation INFO: Iters: 52000/150000 || Lr: 0.013635 || Task Loss: 0.2092 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:59:30 || Estimated Time: 1 day, 21:12:54
2023-08-05 12:09:46,358 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 12:09:47,161 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.939, mIoU: 0.398
2023-08-05 12:09:47,281 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.482
2023-08-05 12:09:47,403 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.493
2023-08-05 12:09:47,521 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.521
2023-08-05 12:09:47,641 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.514
2023-08-05 12:09:47,758 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.514
2023-08-05 12:09:47,875 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.522
2023-08-05 12:09:47,996 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.533
2023-08-05 12:09:48,113 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.577
2023-08-05 12:09:48,231 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.623
2023-08-05 12:09:48,351 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.627
2023-08-05 12:09:48,469 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.628
2023-08-05 12:09:48,588 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.631
2023-08-05 12:09:48,706 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.624
2023-08-05 12:09:48,823 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.605
2023-08-05 12:09:48,941 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.940, mIoU: 0.597
2023-08-05 12:09:49,063 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.600
2023-08-05 12:09:49,180 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.601
2023-08-05 12:09:49,296 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.608
2023-08-05 12:09:49,413 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.615
2023-08-05 12:09:49,536 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.619
2023-08-05 12:09:49,653 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.643
2023-08-05 12:09:49,771 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.646
2023-08-05 12:09:49,888 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.652
2023-08-05 12:09:50,011 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.663
2023-08-05 12:09:50,127 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.665
2023-08-05 12:09:50,244 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 12:09:50,361 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.653
2023-08-05 12:09:50,485 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.653
2023-08-05 12:09:50,601 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.657
2023-08-05 12:09:50,718 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.655
2023-08-05 12:09:50,835 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.656
2023-08-05 12:09:50,952 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.658
2023-08-05 12:09:51,069 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.657
2023-08-05 12:09:51,190 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.642
2023-08-05 12:09:51,311 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.640
2023-08-05 12:09:51,428 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.639
2023-08-05 12:09:51,550 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.639
2023-08-05 12:09:51,667 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-05 12:09:51,783 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.641
2023-08-05 12:09:51,899 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.639
2023-08-05 12:09:52,022 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.639
2023-08-05 12:09:52,139 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.640
2023-08-05 12:09:52,257 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.642
2023-08-05 12:09:52,374 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.641
2023-08-05 12:09:52,497 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.642
2023-08-05 12:09:52,614 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.642
2023-08-05 12:09:52,732 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.641
2023-08-05 12:09:52,849 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.645
2023-08-05 12:09:52,967 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.647
2023-08-05 12:09:53,084 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.648
2023-08-05 12:09:53,202 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.656
2023-08-05 12:09:53,319 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.657
2023-08-05 12:09:53,440 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.659
2023-08-05 12:09:53,563 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 12:09:53,679 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 12:09:53,796 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 12:09:53,913 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.674
2023-08-05 12:09:54,034 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.677
2023-08-05 12:09:54,150 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 12:09:54,268 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.672
2023-08-05 12:09:54,386 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.674
2023-08-05 12:09:54,510 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.673
2023-08-05 12:09:54,626 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.673
2023-08-05 12:09:54,743 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.674
2023-08-05 12:09:54,860 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.675
2023-08-05 12:09:54,983 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.675
2023-08-05 12:09:55,100 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.676
2023-08-05 12:09:55,216 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.675
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2023-08-05 12:09:57,927 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.648
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2023-08-05 12:10:42,038 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:42,155 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:42,272 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:42,390 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:42,507 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:42,624 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:42,741 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:42,858 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:42,974 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:43,095 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:43,214 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:43,328 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:43,446 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:43,574 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.942, mIoU: 0.648
2023-08-05 12:10:43,692 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:43,809 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:43,926 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:44,049 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:44,167 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:44,286 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:44,403 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:44,528 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:44,649 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:44,766 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:44,883 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:45,000 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:45,123 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 12:10:45,242 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.942, mIoU: 0.650
2023-08-05 12:10:45,359 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.650
2023-08-05 12:10:45,475 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.650
2023-08-05 12:10:45,596 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.942, mIoU: 0.650
2023-08-05 12:10:45,713 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.943, mIoU: 0.650
2023-08-05 12:10:45,837 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.943, mIoU: 0.650
2023-08-05 12:10:45,954 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.943, mIoU: 0.650
2023-08-05 12:10:46,077 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.943, mIoU: 0.650
2023-08-05 12:10:46,194 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.943, mIoU: 0.650
2023-08-05 12:10:46,310 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.943, mIoU: 0.650
2023-08-05 12:11:02,301 semantic_segmentation INFO: Iters: 52010/150000 || Lr: 0.013634 || Task Loss: 0.2846 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:00:46 || Estimated Time: 1 day, 21:14:30
2023-08-05 12:11:18,225 semantic_segmentation INFO: Iters: 52020/150000 || Lr: 0.013633 || Task Loss: 0.3598 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:01:02 || Estimated Time: 1 day, 21:14:12
2023-08-05 12:11:34,168 semantic_segmentation INFO: Iters: 52030/150000 || Lr: 0.013631 || Task Loss: 0.6234 || KD Loss: 0.2074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:01:18 || Estimated Time: 1 day, 21:13:54
2023-08-05 12:11:50,126 semantic_segmentation INFO: Iters: 52040/150000 || Lr: 0.013630 || Task Loss: 0.2154 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:01:34 || Estimated Time: 1 day, 21:13:36
2023-08-05 12:12:06,092 semantic_segmentation INFO: Iters: 52050/150000 || Lr: 0.013629 || Task Loss: 0.2153 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 21:13:18
2023-08-05 12:12:22,068 semantic_segmentation INFO: Iters: 52060/150000 || Lr: 0.013627 || Task Loss: 0.2507 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 21:13:00
2023-08-05 12:12:38,030 semantic_segmentation INFO: Iters: 52070/150000 || Lr: 0.013626 || Task Loss: 0.2989 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:02:22 || Estimated Time: 1 day, 21:12:42
2023-08-05 12:12:53,991 semantic_segmentation INFO: Iters: 52080/150000 || Lr: 0.013625 || Task Loss: 0.2678 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:02:38 || Estimated Time: 1 day, 21:12:24
2023-08-05 12:13:09,933 semantic_segmentation INFO: Iters: 52090/150000 || Lr: 0.013624 || Task Loss: 0.3472 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:02:54 || Estimated Time: 1 day, 21:12:07
2023-08-05 12:13:25,887 semantic_segmentation INFO: Iters: 52100/150000 || Lr: 0.013622 || Task Loss: 0.1506 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:03:10 || Estimated Time: 1 day, 21:11:49
2023-08-05 12:13:41,823 semantic_segmentation INFO: Iters: 52110/150000 || Lr: 0.013621 || Task Loss: 0.3031 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:03:26 || Estimated Time: 1 day, 21:11:31
2023-08-05 12:13:57,735 semantic_segmentation INFO: Iters: 52120/150000 || Lr: 0.013620 || Task Loss: 0.2449 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:03:42 || Estimated Time: 1 day, 21:11:13
2023-08-05 12:14:13,688 semantic_segmentation INFO: Iters: 52130/150000 || Lr: 0.013619 || Task Loss: 0.2575 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:03:58 || Estimated Time: 1 day, 21:10:55
2023-08-05 12:14:29,626 semantic_segmentation INFO: Iters: 52140/150000 || Lr: 0.013617 || Task Loss: 0.2378 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:04:14 || Estimated Time: 1 day, 21:10:37
2023-08-05 12:14:45,577 semantic_segmentation INFO: Iters: 52150/150000 || Lr: 0.013616 || Task Loss: 0.2749 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:04:30 || Estimated Time: 1 day, 21:10:19
2023-08-05 12:15:01,521 semantic_segmentation INFO: Iters: 52160/150000 || Lr: 0.013615 || Task Loss: 0.2488 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:04:46 || Estimated Time: 1 day, 21:10:01
2023-08-05 12:15:17,484 semantic_segmentation INFO: Iters: 52170/150000 || Lr: 0.013614 || Task Loss: 0.3663 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:05:02 || Estimated Time: 1 day, 21:09:43
2023-08-05 12:15:33,390 semantic_segmentation INFO: Iters: 52180/150000 || Lr: 0.013612 || Task Loss: 0.2770 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:05:17 || Estimated Time: 1 day, 21:09:26
2023-08-05 12:15:49,297 semantic_segmentation INFO: Iters: 52190/150000 || Lr: 0.013611 || Task Loss: 0.2540 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:05:33 || Estimated Time: 1 day, 21:09:08
2023-08-05 12:16:05,190 semantic_segmentation INFO: Iters: 52200/150000 || Lr: 0.013610 || Task Loss: 0.3364 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:05:49 || Estimated Time: 1 day, 21:08:50
2023-08-05 12:16:21,111 semantic_segmentation INFO: Iters: 52210/150000 || Lr: 0.013609 || Task Loss: 0.2376 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:06:05 || Estimated Time: 1 day, 21:08:32
2023-08-05 12:16:37,021 semantic_segmentation INFO: Iters: 52220/150000 || Lr: 0.013607 || Task Loss: 0.2067 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:06:21 || Estimated Time: 1 day, 21:08:14
2023-08-05 12:16:52,927 semantic_segmentation INFO: Iters: 52230/150000 || Lr: 0.013606 || Task Loss: 0.1958 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:06:37 || Estimated Time: 1 day, 21:07:56
2023-08-05 12:17:08,817 semantic_segmentation INFO: Iters: 52240/150000 || Lr: 0.013605 || Task Loss: 0.3041 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:06:53 || Estimated Time: 1 day, 21:07:38
2023-08-05 12:17:24,730 semantic_segmentation INFO: Iters: 52250/150000 || Lr: 0.013604 || Task Loss: 0.2988 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:07:09 || Estimated Time: 1 day, 21:07:20
2023-08-05 12:17:40,604 semantic_segmentation INFO: Iters: 52260/150000 || Lr: 0.013602 || Task Loss: 0.2309 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:07:25 || Estimated Time: 1 day, 21:07:02
2023-08-05 12:17:56,484 semantic_segmentation INFO: Iters: 52270/150000 || Lr: 0.013601 || Task Loss: 0.1650 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:07:41 || Estimated Time: 1 day, 21:06:44
2023-08-05 12:18:12,352 semantic_segmentation INFO: Iters: 52280/150000 || Lr: 0.013600 || Task Loss: 0.2390 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:07:56 || Estimated Time: 1 day, 21:06:26
2023-08-05 12:18:28,212 semantic_segmentation INFO: Iters: 52290/150000 || Lr: 0.013599 || Task Loss: 0.2345 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:08:12 || Estimated Time: 1 day, 21:06:08
2023-08-05 12:18:44,070 semantic_segmentation INFO: Iters: 52300/150000 || Lr: 0.013597 || Task Loss: 0.3111 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:08:28 || Estimated Time: 1 day, 21:05:50
2023-08-05 12:18:59,963 semantic_segmentation INFO: Iters: 52310/150000 || Lr: 0.013596 || Task Loss: 0.2508 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:08:44 || Estimated Time: 1 day, 21:05:32
2023-08-05 12:19:15,840 semantic_segmentation INFO: Iters: 52320/150000 || Lr: 0.013595 || Task Loss: 0.1939 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 21:05:14
2023-08-05 12:19:31,724 semantic_segmentation INFO: Iters: 52330/150000 || Lr: 0.013594 || Task Loss: 0.2429 || KD Loss: 0.1188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 21:04:56
2023-08-05 12:19:47,628 semantic_segmentation INFO: Iters: 52340/150000 || Lr: 0.013592 || Task Loss: 0.3784 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 21:04:38
2023-08-05 12:20:03,535 semantic_segmentation INFO: Iters: 52350/150000 || Lr: 0.013591 || Task Loss: 0.1875 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:09:48 || Estimated Time: 1 day, 21:04:20
2023-08-05 12:20:19,453 semantic_segmentation INFO: Iters: 52360/150000 || Lr: 0.013590 || Task Loss: 0.4034 || KD Loss: 0.1873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:03 || Estimated Time: 1 day, 21:04:02
2023-08-05 12:20:35,382 semantic_segmentation INFO: Iters: 52370/150000 || Lr: 0.013589 || Task Loss: 0.2971 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:19 || Estimated Time: 1 day, 21:03:44
2023-08-05 12:20:51,314 semantic_segmentation INFO: Iters: 52380/150000 || Lr: 0.013587 || Task Loss: 0.3290 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:35 || Estimated Time: 1 day, 21:03:26
2023-08-05 12:21:07,230 semantic_segmentation INFO: Iters: 52390/150000 || Lr: 0.013586 || Task Loss: 0.1924 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:51 || Estimated Time: 1 day, 21:03:08
2023-08-05 12:21:23,146 semantic_segmentation INFO: Iters: 52400/150000 || Lr: 0.013585 || Task Loss: 0.2125 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:11:07 || Estimated Time: 1 day, 21:02:50
2023-08-05 12:21:39,061 semantic_segmentation INFO: Iters: 52410/150000 || Lr: 0.013584 || Task Loss: 0.1166 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:11:23 || Estimated Time: 1 day, 21:02:32
2023-08-05 12:21:54,995 semantic_segmentation INFO: Iters: 52420/150000 || Lr: 0.013582 || Task Loss: 0.3705 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:11:39 || Estimated Time: 1 day, 21:02:15
2023-08-05 12:22:10,901 semantic_segmentation INFO: Iters: 52430/150000 || Lr: 0.013581 || Task Loss: 0.3665 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:11:55 || Estimated Time: 1 day, 21:01:57
2023-08-05 12:22:26,837 semantic_segmentation INFO: Iters: 52440/150000 || Lr: 0.013580 || Task Loss: 0.4188 || KD Loss: 0.1439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:12:11 || Estimated Time: 1 day, 21:01:39
2023-08-05 12:22:42,763 semantic_segmentation INFO: Iters: 52450/150000 || Lr: 0.013579 || Task Loss: 0.1772 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:12:27 || Estimated Time: 1 day, 21:01:21
2023-08-05 12:22:58,693 semantic_segmentation INFO: Iters: 52460/150000 || Lr: 0.013577 || Task Loss: 0.3267 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:12:43 || Estimated Time: 1 day, 21:01:03
2023-08-05 12:23:14,629 semantic_segmentation INFO: Iters: 52470/150000 || Lr: 0.013576 || Task Loss: 0.3512 || KD Loss: 0.1010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:12:59 || Estimated Time: 1 day, 21:00:45
2023-08-05 12:23:30,586 semantic_segmentation INFO: Iters: 52480/150000 || Lr: 0.013575 || Task Loss: 0.2284 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:13:15 || Estimated Time: 1 day, 21:00:27
2023-08-05 12:23:46,540 semantic_segmentation INFO: Iters: 52490/150000 || Lr: 0.013574 || Task Loss: 0.1620 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:13:31 || Estimated Time: 1 day, 21:00:09
2023-08-05 12:24:02,490 semantic_segmentation INFO: Iters: 52500/150000 || Lr: 0.013572 || Task Loss: 0.2211 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:13:47 || Estimated Time: 1 day, 20:59:52
2023-08-05 12:24:18,455 semantic_segmentation INFO: Iters: 52510/150000 || Lr: 0.013571 || Task Loss: 0.2825 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:14:02 || Estimated Time: 1 day, 20:59:34
2023-08-05 12:24:34,391 semantic_segmentation INFO: Iters: 52520/150000 || Lr: 0.013570 || Task Loss: 0.2466 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:14:18 || Estimated Time: 1 day, 20:59:16
2023-08-05 12:24:50,301 semantic_segmentation INFO: Iters: 52530/150000 || Lr: 0.013569 || Task Loss: 0.2113 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:14:34 || Estimated Time: 1 day, 20:58:58
2023-08-05 12:25:06,220 semantic_segmentation INFO: Iters: 52540/150000 || Lr: 0.013567 || Task Loss: 0.1879 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:14:50 || Estimated Time: 1 day, 20:58:40
2023-08-05 12:25:22,135 semantic_segmentation INFO: Iters: 52550/150000 || Lr: 0.013566 || Task Loss: 0.2789 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:58:22
2023-08-05 12:25:38,038 semantic_segmentation INFO: Iters: 52560/150000 || Lr: 0.013565 || Task Loss: 0.3723 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:58:04
2023-08-05 12:25:53,923 semantic_segmentation INFO: Iters: 52570/150000 || Lr: 0.013564 || Task Loss: 0.2387 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:57:46
2023-08-05 12:26:09,828 semantic_segmentation INFO: Iters: 52580/150000 || Lr: 0.013562 || Task Loss: 0.2604 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:15:54 || Estimated Time: 1 day, 20:57:28
2023-08-05 12:26:25,759 semantic_segmentation INFO: Iters: 52590/150000 || Lr: 0.013561 || Task Loss: 0.2747 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:16:10 || Estimated Time: 1 day, 20:57:10
2023-08-05 12:26:41,651 semantic_segmentation INFO: Iters: 52600/150000 || Lr: 0.013560 || Task Loss: 0.2436 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:16:26 || Estimated Time: 1 day, 20:56:52
2023-08-05 12:26:57,561 semantic_segmentation INFO: Iters: 52610/150000 || Lr: 0.013559 || Task Loss: 0.2930 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:16:42 || Estimated Time: 1 day, 20:56:35
2023-08-05 12:27:13,445 semantic_segmentation INFO: Iters: 52620/150000 || Lr: 0.013557 || Task Loss: 0.2692 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:16:57 || Estimated Time: 1 day, 20:56:17
2023-08-05 12:27:29,342 semantic_segmentation INFO: Iters: 52630/150000 || Lr: 0.013556 || Task Loss: 0.2624 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:17:13 || Estimated Time: 1 day, 20:55:59
2023-08-05 12:27:45,227 semantic_segmentation INFO: Iters: 52640/150000 || Lr: 0.013555 || Task Loss: 0.2584 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:17:29 || Estimated Time: 1 day, 20:55:41
2023-08-05 12:28:01,103 semantic_segmentation INFO: Iters: 52650/150000 || Lr: 0.013554 || Task Loss: 0.3972 || KD Loss: 0.2098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:17:45 || Estimated Time: 1 day, 20:55:23
2023-08-05 12:28:16,984 semantic_segmentation INFO: Iters: 52660/150000 || Lr: 0.013552 || Task Loss: 0.2352 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:18:01 || Estimated Time: 1 day, 20:55:05
2023-08-05 12:28:32,856 semantic_segmentation INFO: Iters: 52670/150000 || Lr: 0.013551 || Task Loss: 0.2672 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:18:17 || Estimated Time: 1 day, 20:54:47
2023-08-05 12:28:48,743 semantic_segmentation INFO: Iters: 52680/150000 || Lr: 0.013550 || Task Loss: 0.2547 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:18:33 || Estimated Time: 1 day, 20:54:29
2023-08-05 12:29:04,644 semantic_segmentation INFO: Iters: 52690/150000 || Lr: 0.013549 || Task Loss: 0.2761 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:18:49 || Estimated Time: 1 day, 20:54:11
2023-08-05 12:29:20,549 semantic_segmentation INFO: Iters: 52700/150000 || Lr: 0.013547 || Task Loss: 0.2463 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:19:05 || Estimated Time: 1 day, 20:53:53
2023-08-05 12:29:36,443 semantic_segmentation INFO: Iters: 52710/150000 || Lr: 0.013546 || Task Loss: 0.2830 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:19:20 || Estimated Time: 1 day, 20:53:35
2023-08-05 12:29:52,384 semantic_segmentation INFO: Iters: 52720/150000 || Lr: 0.013545 || Task Loss: 0.2739 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:19:36 || Estimated Time: 1 day, 20:53:17
2023-08-05 12:30:08,319 semantic_segmentation INFO: Iters: 52730/150000 || Lr: 0.013544 || Task Loss: 0.1918 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:19:52 || Estimated Time: 1 day, 20:52:59
2023-08-05 12:30:24,253 semantic_segmentation INFO: Iters: 52740/150000 || Lr: 0.013542 || Task Loss: 0.3257 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:20:08 || Estimated Time: 1 day, 20:52:41
2023-08-05 12:30:40,186 semantic_segmentation INFO: Iters: 52750/150000 || Lr: 0.013541 || Task Loss: 0.3401 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:20:24 || Estimated Time: 1 day, 20:52:24
2023-08-05 12:30:56,120 semantic_segmentation INFO: Iters: 52760/150000 || Lr: 0.013540 || Task Loss: 0.1837 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:20:40 || Estimated Time: 1 day, 20:52:06
2023-08-05 12:31:12,057 semantic_segmentation INFO: Iters: 52770/150000 || Lr: 0.013539 || Task Loss: 0.2286 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:20:56 || Estimated Time: 1 day, 20:51:48
2023-08-05 12:31:27,998 semantic_segmentation INFO: Iters: 52780/150000 || Lr: 0.013537 || Task Loss: 0.3430 || KD Loss: 0.1531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:21:12 || Estimated Time: 1 day, 20:51:30
2023-08-05 12:31:43,937 semantic_segmentation INFO: Iters: 52790/150000 || Lr: 0.013536 || Task Loss: 0.3198 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:21:28 || Estimated Time: 1 day, 20:51:12
2023-08-05 12:31:59,885 semantic_segmentation INFO: Iters: 52800/150000 || Lr: 0.013535 || Task Loss: 0.2439 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:21:44 || Estimated Time: 1 day, 20:50:54
2023-08-05 12:31:59,963 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 12:32:00,802 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.397
2023-08-05 12:32:00,922 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.482
2023-08-05 12:32:01,042 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.482
2023-08-05 12:32:01,158 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.521
2023-08-05 12:32:01,278 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.514
2023-08-05 12:32:01,395 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.513
2023-08-05 12:32:01,512 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.506
2023-08-05 12:32:01,629 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.546
2023-08-05 12:32:01,751 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.582
2023-08-05 12:32:01,868 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.630
2023-08-05 12:32:01,985 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.635
2023-08-05 12:32:02,101 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.639
2023-08-05 12:32:02,218 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.645
2023-08-05 12:32:02,336 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.642
2023-08-05 12:32:02,453 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.613
2023-08-05 12:32:02,570 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.607
2023-08-05 12:32:02,688 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.608
2023-08-05 12:32:02,805 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.613
2023-08-05 12:32:02,923 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.623
2023-08-05 12:32:03,040 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.628
2023-08-05 12:32:03,163 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.629
2023-08-05 12:32:03,282 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.636
2023-08-05 12:32:03,400 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.636
2023-08-05 12:32:03,518 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.643
2023-08-05 12:32:03,641 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.655
2023-08-05 12:32:03,758 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 12:32:03,874 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.647
2023-08-05 12:32:03,992 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.644
2023-08-05 12:32:04,115 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.646
2023-08-05 12:32:04,232 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.658
2023-08-05 12:32:04,348 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.657
2023-08-05 12:32:04,464 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.658
2023-08-05 12:32:04,588 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.661
2023-08-05 12:32:04,706 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.662
2023-08-05 12:32:04,822 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.664
2023-08-05 12:32:04,939 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.663
2023-08-05 12:32:05,056 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.659
2023-08-05 12:32:05,177 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.659
2023-08-05 12:32:05,293 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 12:32:05,410 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.656
2023-08-05 12:32:05,527 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.657
2023-08-05 12:32:05,648 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.656
2023-08-05 12:32:05,765 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.657
2023-08-05 12:32:05,883 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 12:32:06,000 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.658
2023-08-05 12:32:06,123 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.659
2023-08-05 12:32:06,241 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-05 12:32:06,358 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.658
2023-08-05 12:32:06,475 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.664
2023-08-05 12:32:06,592 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.667
2023-08-05 12:32:06,709 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.665
2023-08-05 12:32:06,826 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 12:32:06,944 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 12:32:07,060 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 12:32:07,181 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-05 12:32:07,298 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:07,414 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 12:32:07,530 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.684
2023-08-05 12:32:07,653 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.688
2023-08-05 12:32:07,771 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.687
2023-08-05 12:32:07,896 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 12:32:08,014 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 12:32:08,138 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 12:32:08,255 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-05 12:32:08,372 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 12:32:08,489 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 12:32:08,611 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 12:32:08,727 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 12:32:08,844 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 12:32:08,961 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 12:32:09,084 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 12:32:09,202 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 12:32:09,319 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 12:32:09,438 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 12:32:09,558 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 12:32:09,680 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-05 12:32:09,796 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 12:32:09,913 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 12:32:10,030 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 12:32:10,152 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-05 12:32:10,269 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 12:32:10,386 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 12:32:10,503 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.685
2023-08-05 12:32:10,625 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.684
2023-08-05 12:32:10,742 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 12:32:10,859 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 12:32:10,976 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 12:32:11,093 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 12:32:11,210 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.682
2023-08-05 12:32:11,327 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.682
2023-08-05 12:32:11,444 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.683
2023-08-05 12:32:11,562 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 12:32:11,685 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 12:32:11,805 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 12:32:11,921 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.699
2023-08-05 12:32:12,037 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.699
2023-08-05 12:32:12,161 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.699
2023-08-05 12:32:12,277 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.699
2023-08-05 12:32:12,395 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.698
2023-08-05 12:32:12,511 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.698
2023-08-05 12:32:12,633 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.698
2023-08-05 12:32:12,749 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 12:32:12,866 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 12:32:12,984 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 12:32:13,110 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 12:32:13,227 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 12:32:13,343 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 12:32:13,461 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 12:32:13,578 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 12:32:13,699 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 12:32:13,816 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 12:32:13,932 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 12:32:14,049 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 12:32:14,170 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 12:32:14,287 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 12:32:14,404 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.692
2023-08-05 12:32:14,520 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.937, mIoU: 0.692
2023-08-05 12:32:14,644 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.937, mIoU: 0.692
2023-08-05 12:32:14,762 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 12:32:14,882 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 12:32:14,999 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 12:32:15,121 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.692
2023-08-05 12:32:15,238 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.692
2023-08-05 12:32:15,355 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 12:32:15,473 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 12:32:15,591 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-05 12:32:15,708 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.697
2023-08-05 12:32:15,824 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.698
2023-08-05 12:32:15,941 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.698
2023-08-05 12:32:16,060 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 12:32:16,183 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 12:32:16,300 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.697
2023-08-05 12:32:16,418 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.697
2023-08-05 12:32:16,535 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:16,659 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:16,776 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:16,894 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:17,012 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 12:32:17,134 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:17,250 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:17,367 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:17,485 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:17,611 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:17,727 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:17,844 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:17,963 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:18,080 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:18,202 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:18,319 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:18,437 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:18,554 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:18,675 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:18,791 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:18,908 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:19,026 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:19,151 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:19,268 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:19,385 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:19,503 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:19,625 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 12:32:19,743 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 12:32:19,860 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 12:32:19,977 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 12:32:20,095 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 12:32:20,215 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 12:32:20,331 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 12:32:20,448 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 12:32:20,565 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 12:32:20,688 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 12:32:20,806 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 12:32:20,923 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 12:32:21,040 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.940, mIoU: 0.693
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2023-08-05 12:32:44,351 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:44,470 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:44,590 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:44,712 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:44,828 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:44,946 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:45,064 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:45,187 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:45,305 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:45,422 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:45,540 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:45,664 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 12:32:45,781 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.942, mIoU: 0.678
2023-08-05 12:32:45,898 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 12:32:46,016 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 12:32:46,133 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.942, mIoU: 0.678
2023-08-05 12:32:46,251 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.942, mIoU: 0.678
2023-08-05 12:32:46,369 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 12:32:46,488 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 12:32:46,605 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 12:32:46,727 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 12:32:46,845 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 12:32:46,962 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 12:32:47,079 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 12:32:47,201 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 12:32:47,318 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 12:32:47,436 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 12:32:47,553 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:47,676 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:47,794 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:47,913 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:48,030 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:48,156 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:48,273 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:48,390 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:48,507 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:48,625 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:48,744 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 12:32:48,862 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 12:32:48,979 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 12:32:49,097 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 12:32:49,219 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 12:32:49,336 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 12:32:49,453 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 12:32:49,571 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 12:32:49,694 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 12:32:49,812 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 12:32:49,929 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 12:32:50,047 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 12:32:50,171 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:50,287 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:50,404 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:50,521 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:50,638 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:50,755 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:50,874 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:50,993 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:51,110 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:51,233 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 12:32:51,350 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 12:32:51,467 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:32:51,585 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 12:32:51,708 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:51,826 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:51,943 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:52,060 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:52,184 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:52,302 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:52,421 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:52,539 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:52,663 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:52,783 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:52,900 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:53,017 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:53,140 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:53,258 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:53,375 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:53,492 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:53,609 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:53,732 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 12:32:53,850 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 12:32:53,968 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 12:32:54,086 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 12:32:54,208 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 12:32:54,326 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 12:32:54,442 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-05 12:32:54,561 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.686
2023-08-05 12:32:54,687 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.686
2023-08-05 12:32:54,803 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.686
2023-08-05 12:32:54,921 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.686
2023-08-05 12:32:55,038 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.686
2023-08-05 12:32:55,157 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 12:32:55,275 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 12:32:55,392 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 12:32:55,509 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 12:32:55,626 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 12:32:55,745 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 12:32:55,862 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 12:32:55,980 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:56,099 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:56,224 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:56,341 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:56,458 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:56,574 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:56,698 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:56,816 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:56,931 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:57,048 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 12:32:57,170 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.688
2023-08-05 12:32:57,290 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.688
2023-08-05 12:32:57,407 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.688
2023-08-05 12:32:57,524 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.688
2023-08-05 12:32:57,650 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.688
2023-08-05 12:32:57,768 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.688
2023-08-05 12:32:57,885 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.688
2023-08-05 12:32:58,002 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-05 12:32:58,119 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-05 12:32:58,242 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-05 12:32:58,360 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-05 12:32:58,477 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-05 12:32:58,596 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-05 12:32:58,724 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-05 12:32:58,841 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 12:32:58,958 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 12:32:59,074 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 12:32:59,196 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-05 12:32:59,313 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-05 12:32:59,430 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 12:32:59,547 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 12:32:59,671 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 12:32:59,789 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 12:32:59,905 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-05 12:33:15,938 semantic_segmentation INFO: Iters: 52810/150000 || Lr: 0.013534 || Task Loss: 0.1334 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:00 || Estimated Time: 1 day, 20:52:27
2023-08-05 12:33:31,883 semantic_segmentation INFO: Iters: 52820/150000 || Lr: 0.013532 || Task Loss: 0.2239 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:16 || Estimated Time: 1 day, 20:52:09
2023-08-05 12:33:47,805 semantic_segmentation INFO: Iters: 52830/150000 || Lr: 0.013531 || Task Loss: 0.1814 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:32 || Estimated Time: 1 day, 20:51:51
2023-08-05 12:34:03,727 semantic_segmentation INFO: Iters: 52840/150000 || Lr: 0.013530 || Task Loss: 0.2022 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:48 || Estimated Time: 1 day, 20:51:33
2023-08-05 12:34:19,644 semantic_segmentation INFO: Iters: 52850/150000 || Lr: 0.013529 || Task Loss: 0.3849 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:24:04 || Estimated Time: 1 day, 20:51:16
2023-08-05 12:34:35,564 semantic_segmentation INFO: Iters: 52860/150000 || Lr: 0.013527 || Task Loss: 0.1937 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:24:20 || Estimated Time: 1 day, 20:50:58
2023-08-05 12:34:51,488 semantic_segmentation INFO: Iters: 52870/150000 || Lr: 0.013526 || Task Loss: 0.2461 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:24:36 || Estimated Time: 1 day, 20:50:40
2023-08-05 12:35:07,429 semantic_segmentation INFO: Iters: 52880/150000 || Lr: 0.013525 || Task Loss: 0.2582 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:24:51 || Estimated Time: 1 day, 20:50:22
2023-08-05 12:35:23,337 semantic_segmentation INFO: Iters: 52890/150000 || Lr: 0.013524 || Task Loss: 0.2057 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:07 || Estimated Time: 1 day, 20:50:04
2023-08-05 12:35:39,252 semantic_segmentation INFO: Iters: 52900/150000 || Lr: 0.013522 || Task Loss: 0.2633 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:23 || Estimated Time: 1 day, 20:49:46
2023-08-05 12:35:55,176 semantic_segmentation INFO: Iters: 52910/150000 || Lr: 0.013521 || Task Loss: 0.2024 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:39 || Estimated Time: 1 day, 20:49:28
2023-08-05 12:36:11,098 semantic_segmentation INFO: Iters: 52920/150000 || Lr: 0.013520 || Task Loss: 0.2919 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:55 || Estimated Time: 1 day, 20:49:10
2023-08-05 12:36:27,022 semantic_segmentation INFO: Iters: 52930/150000 || Lr: 0.013518 || Task Loss: 0.3514 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:26:11 || Estimated Time: 1 day, 20:48:52
2023-08-05 12:36:42,913 semantic_segmentation INFO: Iters: 52940/150000 || Lr: 0.013517 || Task Loss: 0.2437 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:26:27 || Estimated Time: 1 day, 20:48:34
2023-08-05 12:36:58,812 semantic_segmentation INFO: Iters: 52950/150000 || Lr: 0.013516 || Task Loss: 0.2206 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:26:43 || Estimated Time: 1 day, 20:48:16
2023-08-05 12:37:14,714 semantic_segmentation INFO: Iters: 52960/150000 || Lr: 0.013515 || Task Loss: 0.2987 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:26:59 || Estimated Time: 1 day, 20:47:59
2023-08-05 12:37:30,601 semantic_segmentation INFO: Iters: 52970/150000 || Lr: 0.013513 || Task Loss: 0.2171 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:27:15 || Estimated Time: 1 day, 20:47:41
2023-08-05 12:37:46,475 semantic_segmentation INFO: Iters: 52980/150000 || Lr: 0.013512 || Task Loss: 0.3056 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:27:31 || Estimated Time: 1 day, 20:47:23
2023-08-05 12:38:02,350 semantic_segmentation INFO: Iters: 52990/150000 || Lr: 0.013511 || Task Loss: 0.3237 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:27:46 || Estimated Time: 1 day, 20:47:05
2023-08-05 12:38:18,218 semantic_segmentation INFO: Iters: 53000/150000 || Lr: 0.013510 || Task Loss: 0.1747 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:28:02 || Estimated Time: 1 day, 20:46:47
2023-08-05 12:38:34,089 semantic_segmentation INFO: Iters: 53010/150000 || Lr: 0.013508 || Task Loss: 0.2396 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:28:18 || Estimated Time: 1 day, 20:46:29
2023-08-05 12:38:49,985 semantic_segmentation INFO: Iters: 53020/150000 || Lr: 0.013507 || Task Loss: 0.2552 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:28:34 || Estimated Time: 1 day, 20:46:11
2023-08-05 12:39:05,893 semantic_segmentation INFO: Iters: 53030/150000 || Lr: 0.013506 || Task Loss: 0.2303 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:28:50 || Estimated Time: 1 day, 20:45:53
2023-08-05 12:39:21,814 semantic_segmentation INFO: Iters: 53040/150000 || Lr: 0.013505 || Task Loss: 0.2404 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:06 || Estimated Time: 1 day, 20:45:35
2023-08-05 12:39:37,728 semantic_segmentation INFO: Iters: 53050/150000 || Lr: 0.013503 || Task Loss: 0.2653 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:22 || Estimated Time: 1 day, 20:45:17
2023-08-05 12:39:53,629 semantic_segmentation INFO: Iters: 53060/150000 || Lr: 0.013502 || Task Loss: 0.1680 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:38 || Estimated Time: 1 day, 20:44:59
2023-08-05 12:40:09,542 semantic_segmentation INFO: Iters: 53070/150000 || Lr: 0.013501 || Task Loss: 0.3311 || KD Loss: 0.1152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:54 || Estimated Time: 1 day, 20:44:41
2023-08-05 12:40:25,491 semantic_segmentation INFO: Iters: 53080/150000 || Lr: 0.013500 || Task Loss: 0.3347 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:10 || Estimated Time: 1 day, 20:44:23
2023-08-05 12:40:41,401 semantic_segmentation INFO: Iters: 53090/150000 || Lr: 0.013498 || Task Loss: 0.2144 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:25 || Estimated Time: 1 day, 20:44:05
2023-08-05 12:40:57,289 semantic_segmentation INFO: Iters: 53100/150000 || Lr: 0.013497 || Task Loss: 0.3477 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:41 || Estimated Time: 1 day, 20:43:47
2023-08-05 12:41:13,208 semantic_segmentation INFO: Iters: 53110/150000 || Lr: 0.013496 || Task Loss: 0.1974 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:57 || Estimated Time: 1 day, 20:43:29
2023-08-05 12:41:29,079 semantic_segmentation INFO: Iters: 53120/150000 || Lr: 0.013495 || Task Loss: 0.1593 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:31:13 || Estimated Time: 1 day, 20:43:12
2023-08-05 12:41:44,929 semantic_segmentation INFO: Iters: 53130/150000 || Lr: 0.013493 || Task Loss: 0.2906 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:31:29 || Estimated Time: 1 day, 20:42:54
2023-08-05 12:42:00,799 semantic_segmentation INFO: Iters: 53140/150000 || Lr: 0.013492 || Task Loss: 0.2767 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:31:45 || Estimated Time: 1 day, 20:42:36
2023-08-05 12:42:16,700 semantic_segmentation INFO: Iters: 53150/150000 || Lr: 0.013491 || Task Loss: 0.3052 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:32:01 || Estimated Time: 1 day, 20:42:18
2023-08-05 12:42:32,580 semantic_segmentation INFO: Iters: 53160/150000 || Lr: 0.013490 || Task Loss: 0.2763 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:32:17 || Estimated Time: 1 day, 20:42:00
2023-08-05 12:42:48,458 semantic_segmentation INFO: Iters: 53170/150000 || Lr: 0.013488 || Task Loss: 0.3370 || KD Loss: 0.1641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:32:32 || Estimated Time: 1 day, 20:41:42
2023-08-05 12:43:04,362 semantic_segmentation INFO: Iters: 53180/150000 || Lr: 0.013487 || Task Loss: 0.2602 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:32:48 || Estimated Time: 1 day, 20:41:24
2023-08-05 12:43:20,243 semantic_segmentation INFO: Iters: 53190/150000 || Lr: 0.013486 || Task Loss: 0.3096 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:33:04 || Estimated Time: 1 day, 20:41:06
2023-08-05 12:43:36,096 semantic_segmentation INFO: Iters: 53200/150000 || Lr: 0.013485 || Task Loss: 0.4509 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:33:20 || Estimated Time: 1 day, 20:40:48
2023-08-05 12:43:51,972 semantic_segmentation INFO: Iters: 53210/150000 || Lr: 0.013483 || Task Loss: 0.2909 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:33:36 || Estimated Time: 1 day, 20:40:30
2023-08-05 12:44:07,845 semantic_segmentation INFO: Iters: 53220/150000 || Lr: 0.013482 || Task Loss: 0.2442 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:33:52 || Estimated Time: 1 day, 20:40:12
2023-08-05 12:44:23,713 semantic_segmentation INFO: Iters: 53230/150000 || Lr: 0.013481 || Task Loss: 0.3718 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:39:54
2023-08-05 12:44:39,584 semantic_segmentation INFO: Iters: 53240/150000 || Lr: 0.013480 || Task Loss: 0.3423 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:39:36
2023-08-05 12:44:55,457 semantic_segmentation INFO: Iters: 53250/150000 || Lr: 0.013478 || Task Loss: 0.2052 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:34:39 || Estimated Time: 1 day, 20:39:18
2023-08-05 12:45:11,348 semantic_segmentation INFO: Iters: 53260/150000 || Lr: 0.013477 || Task Loss: 0.1651 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:34:55 || Estimated Time: 1 day, 20:39:00
2023-08-05 12:45:27,210 semantic_segmentation INFO: Iters: 53270/150000 || Lr: 0.013476 || Task Loss: 0.2023 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:35:11 || Estimated Time: 1 day, 20:38:42
2023-08-05 12:45:43,110 semantic_segmentation INFO: Iters: 53280/150000 || Lr: 0.013475 || Task Loss: 0.1378 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:35:27 || Estimated Time: 1 day, 20:38:24
2023-08-05 12:45:58,996 semantic_segmentation INFO: Iters: 53290/150000 || Lr: 0.013473 || Task Loss: 0.2985 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:35:43 || Estimated Time: 1 day, 20:38:06
2023-08-05 12:46:14,867 semantic_segmentation INFO: Iters: 53300/150000 || Lr: 0.013472 || Task Loss: 0.2950 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:35:59 || Estimated Time: 1 day, 20:37:48
2023-08-05 12:46:30,736 semantic_segmentation INFO: Iters: 53310/150000 || Lr: 0.013471 || Task Loss: 0.3138 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:36:15 || Estimated Time: 1 day, 20:37:30
2023-08-05 12:46:46,616 semantic_segmentation INFO: Iters: 53320/150000 || Lr: 0.013470 || Task Loss: 0.1938 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:36:31 || Estimated Time: 1 day, 20:37:12
2023-08-05 12:47:02,472 semantic_segmentation INFO: Iters: 53330/150000 || Lr: 0.013468 || Task Loss: 0.2268 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:36:47 || Estimated Time: 1 day, 20:36:54
2023-08-05 12:47:18,349 semantic_segmentation INFO: Iters: 53340/150000 || Lr: 0.013467 || Task Loss: 0.2891 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:37:02 || Estimated Time: 1 day, 20:36:36
2023-08-05 12:47:34,216 semantic_segmentation INFO: Iters: 53350/150000 || Lr: 0.013466 || Task Loss: 0.2555 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:37:18 || Estimated Time: 1 day, 20:36:18
2023-08-05 12:47:50,114 semantic_segmentation INFO: Iters: 53360/150000 || Lr: 0.013465 || Task Loss: 0.1610 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:37:34 || Estimated Time: 1 day, 20:36:00
2023-08-05 12:48:05,972 semantic_segmentation INFO: Iters: 53370/150000 || Lr: 0.013463 || Task Loss: 0.1867 || KD Loss: 0.1039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:37:50 || Estimated Time: 1 day, 20:35:43
2023-08-05 12:48:21,850 semantic_segmentation INFO: Iters: 53380/150000 || Lr: 0.013462 || Task Loss: 0.2915 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:38:06 || Estimated Time: 1 day, 20:35:25
2023-08-05 12:48:37,738 semantic_segmentation INFO: Iters: 53390/150000 || Lr: 0.013461 || Task Loss: 0.2497 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:38:22 || Estimated Time: 1 day, 20:35:07
2023-08-05 12:48:53,605 semantic_segmentation INFO: Iters: 53400/150000 || Lr: 0.013460 || Task Loss: 0.1880 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:38:38 || Estimated Time: 1 day, 20:34:49
2023-08-05 12:49:09,490 semantic_segmentation INFO: Iters: 53410/150000 || Lr: 0.013458 || Task Loss: 0.1443 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:38:54 || Estimated Time: 1 day, 20:34:31
2023-08-05 12:49:25,351 semantic_segmentation INFO: Iters: 53420/150000 || Lr: 0.013457 || Task Loss: 0.2967 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:09 || Estimated Time: 1 day, 20:34:13
2023-08-05 12:49:41,214 semantic_segmentation INFO: Iters: 53430/150000 || Lr: 0.013456 || Task Loss: 0.2580 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:25 || Estimated Time: 1 day, 20:33:55
2023-08-05 12:49:57,080 semantic_segmentation INFO: Iters: 53440/150000 || Lr: 0.013455 || Task Loss: 0.1813 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:41 || Estimated Time: 1 day, 20:33:37
2023-08-05 12:50:12,961 semantic_segmentation INFO: Iters: 53450/150000 || Lr: 0.013453 || Task Loss: 0.2750 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:57 || Estimated Time: 1 day, 20:33:19
2023-08-05 12:50:28,869 semantic_segmentation INFO: Iters: 53460/150000 || Lr: 0.013452 || Task Loss: 0.2450 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:40:13 || Estimated Time: 1 day, 20:33:01
2023-08-05 12:50:44,754 semantic_segmentation INFO: Iters: 53470/150000 || Lr: 0.013451 || Task Loss: 0.1334 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:40:29 || Estimated Time: 1 day, 20:32:43
2023-08-05 12:51:00,633 semantic_segmentation INFO: Iters: 53480/150000 || Lr: 0.013450 || Task Loss: 0.2698 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:40:45 || Estimated Time: 1 day, 20:32:25
2023-08-05 12:51:16,507 semantic_segmentation INFO: Iters: 53490/150000 || Lr: 0.013448 || Task Loss: 0.1695 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:41:01 || Estimated Time: 1 day, 20:32:07
2023-08-05 12:51:32,375 semantic_segmentation INFO: Iters: 53500/150000 || Lr: 0.013447 || Task Loss: 0.2341 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:41:16 || Estimated Time: 1 day, 20:31:49
2023-08-05 12:51:48,256 semantic_segmentation INFO: Iters: 53510/150000 || Lr: 0.013446 || Task Loss: 0.1999 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:41:32 || Estimated Time: 1 day, 20:31:31
2023-08-05 12:52:04,190 semantic_segmentation INFO: Iters: 53520/150000 || Lr: 0.013445 || Task Loss: 0.3063 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:31:13
2023-08-05 12:52:20,038 semantic_segmentation INFO: Iters: 53530/150000 || Lr: 0.013443 || Task Loss: 0.2273 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:30:55
2023-08-05 12:52:35,914 semantic_segmentation INFO: Iters: 53540/150000 || Lr: 0.013442 || Task Loss: 0.3520 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:42:20 || Estimated Time: 1 day, 20:30:38
2023-08-05 12:52:51,822 semantic_segmentation INFO: Iters: 53550/150000 || Lr: 0.013441 || Task Loss: 0.1813 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:42:36 || Estimated Time: 1 day, 20:30:20
2023-08-05 12:53:07,694 semantic_segmentation INFO: Iters: 53560/150000 || Lr: 0.013440 || Task Loss: 0.1807 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:42:52 || Estimated Time: 1 day, 20:30:02
2023-08-05 12:53:23,557 semantic_segmentation INFO: Iters: 53570/150000 || Lr: 0.013438 || Task Loss: 0.5763 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:43:08 || Estimated Time: 1 day, 20:29:44
2023-08-05 12:53:39,421 semantic_segmentation INFO: Iters: 53580/150000 || Lr: 0.013437 || Task Loss: 0.4182 || KD Loss: 0.1493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:43:23 || Estimated Time: 1 day, 20:29:26
2023-08-05 12:53:55,268 semantic_segmentation INFO: Iters: 53590/150000 || Lr: 0.013436 || Task Loss: 0.2011 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:43:39 || Estimated Time: 1 day, 20:29:08
2023-08-05 12:54:11,133 semantic_segmentation INFO: Iters: 53600/150000 || Lr: 0.013434 || Task Loss: 0.2761 || KD Loss: 0.0948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:43:55 || Estimated Time: 1 day, 20:28:50
2023-08-05 12:54:11,208 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 12:54:12,052 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.402
2023-08-05 12:54:12,172 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.476
2023-08-05 12:54:12,292 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.488
2023-08-05 12:54:12,408 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.519
2023-08-05 12:54:12,529 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.497
2023-08-05 12:54:12,645 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.502
2023-08-05 12:54:12,765 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.531
2023-08-05 12:54:12,882 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.574
2023-08-05 12:54:12,998 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.618
2023-08-05 12:54:13,116 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.669
2023-08-05 12:54:13,232 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.670
2023-08-05 12:54:13,348 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.665
2023-08-05 12:54:13,470 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.670
2023-08-05 12:54:13,587 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.666
2023-08-05 12:54:13,704 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.658
2023-08-05 12:54:13,821 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.654
2023-08-05 12:54:13,938 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.656
2023-08-05 12:54:14,061 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.658
2023-08-05 12:54:14,178 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.667
2023-08-05 12:54:14,295 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.675
2023-08-05 12:54:14,413 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 12:54:14,535 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.680
2023-08-05 12:54:14,653 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-05 12:54:14,771 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.689
2023-08-05 12:54:14,889 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 12:54:15,005 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 12:54:15,121 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-05 12:54:15,238 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 12:54:15,354 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.683
2023-08-05 12:54:15,471 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 12:54:15,592 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-05 12:54:15,710 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-05 12:54:15,827 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 12:54:15,943 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.687
2023-08-05 12:54:16,066 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 12:54:16,182 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-05 12:54:16,300 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.686
2023-08-05 12:54:16,417 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.686
2023-08-05 12:54:16,539 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 12:54:16,655 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.684
2023-08-05 12:54:16,772 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.684
2023-08-05 12:54:16,889 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.682
2023-08-05 12:54:17,013 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.683
2023-08-05 12:54:17,132 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.684
2023-08-05 12:54:17,249 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.683
2023-08-05 12:54:17,368 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 12:54:17,486 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 12:54:17,608 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 12:54:17,725 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.687
2023-08-05 12:54:17,843 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 12:54:17,960 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 12:54:18,081 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 12:54:18,197 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 12:54:18,314 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 12:54:18,430 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.697
2023-08-05 12:54:18,553 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-05 12:54:18,669 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.700
2023-08-05 12:54:18,786 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.706
2023-08-05 12:54:18,903 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-05 12:54:19,023 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.707
2023-08-05 12:54:19,142 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-05 12:54:19,259 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-05 12:54:19,375 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 12:54:19,493 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-05 12:54:19,615 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-05 12:54:19,732 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.714
2023-08-05 12:54:19,848 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.713
2023-08-05 12:54:19,965 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.713
2023-08-05 12:54:20,086 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.712
2023-08-05 12:54:20,203 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.711
2023-08-05 12:54:20,320 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.712
2023-08-05 12:54:20,436 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.707
2023-08-05 12:54:20,559 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 12:54:20,675 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 12:54:20,792 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.702
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2023-08-05 12:54:21,971 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.696
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2023-08-05 12:55:07,473 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 12:55:07,597 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 12:55:07,714 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 12:55:07,832 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 12:55:07,949 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 12:55:08,070 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 12:55:08,187 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 12:55:08,304 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:08,423 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:08,541 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:08,661 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:08,778 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:08,896 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:09,014 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:09,137 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:09,256 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:09,372 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 12:55:09,489 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:09,613 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:09,729 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:09,848 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:09,966 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:10,088 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:10,206 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:10,324 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:10,441 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:10,558 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:10,677 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:10,794 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 12:55:10,911 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 12:55:11,027 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 12:55:26,992 semantic_segmentation INFO: Iters: 53610/150000 || Lr: 0.013433 || Task Loss: 0.2722 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:11 || Estimated Time: 1 day, 20:30:20
2023-08-05 12:55:42,877 semantic_segmentation INFO: Iters: 53620/150000 || Lr: 0.013432 || Task Loss: 0.1325 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:27 || Estimated Time: 1 day, 20:30:02
2023-08-05 12:55:58,782 semantic_segmentation INFO: Iters: 53630/150000 || Lr: 0.013431 || Task Loss: 0.3443 || KD Loss: 0.1652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:43 || Estimated Time: 1 day, 20:29:44
2023-08-05 12:56:14,690 semantic_segmentation INFO: Iters: 53640/150000 || Lr: 0.013429 || Task Loss: 0.3070 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:59 || Estimated Time: 1 day, 20:29:26
2023-08-05 12:56:30,581 semantic_segmentation INFO: Iters: 53650/150000 || Lr: 0.013428 || Task Loss: 0.1989 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:46:15 || Estimated Time: 1 day, 20:29:08
2023-08-05 12:56:46,456 semantic_segmentation INFO: Iters: 53660/150000 || Lr: 0.013427 || Task Loss: 0.1949 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:46:30 || Estimated Time: 1 day, 20:28:50
2023-08-05 12:57:02,368 semantic_segmentation INFO: Iters: 53670/150000 || Lr: 0.013426 || Task Loss: 0.2411 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:46:46 || Estimated Time: 1 day, 20:28:32
2023-08-05 12:57:18,270 semantic_segmentation INFO: Iters: 53680/150000 || Lr: 0.013424 || Task Loss: 0.1382 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:47:02 || Estimated Time: 1 day, 20:28:14
2023-08-05 12:57:34,159 semantic_segmentation INFO: Iters: 53690/150000 || Lr: 0.013423 || Task Loss: 0.1717 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:47:18 || Estimated Time: 1 day, 20:27:56
2023-08-05 12:57:50,044 semantic_segmentation INFO: Iters: 53700/150000 || Lr: 0.013422 || Task Loss: 0.1107 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:47:34 || Estimated Time: 1 day, 20:27:38
2023-08-05 12:58:05,948 semantic_segmentation INFO: Iters: 53710/150000 || Lr: 0.013421 || Task Loss: 0.1430 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:47:50 || Estimated Time: 1 day, 20:27:21
2023-08-05 12:58:21,835 semantic_segmentation INFO: Iters: 53720/150000 || Lr: 0.013419 || Task Loss: 0.1861 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:27:03
2023-08-05 12:58:37,737 semantic_segmentation INFO: Iters: 53730/150000 || Lr: 0.013418 || Task Loss: 0.2605 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:26:45
2023-08-05 12:58:53,625 semantic_segmentation INFO: Iters: 53740/150000 || Lr: 0.013417 || Task Loss: 0.3313 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:48:38 || Estimated Time: 1 day, 20:26:27
2023-08-05 12:59:09,518 semantic_segmentation INFO: Iters: 53750/150000 || Lr: 0.013416 || Task Loss: 0.5014 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:48:54 || Estimated Time: 1 day, 20:26:09
2023-08-05 12:59:25,390 semantic_segmentation INFO: Iters: 53760/150000 || Lr: 0.013414 || Task Loss: 0.3979 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:09 || Estimated Time: 1 day, 20:25:51
2023-08-05 12:59:41,268 semantic_segmentation INFO: Iters: 53770/150000 || Lr: 0.013413 || Task Loss: 0.1792 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:25 || Estimated Time: 1 day, 20:25:33
2023-08-05 12:59:57,152 semantic_segmentation INFO: Iters: 53780/150000 || Lr: 0.013412 || Task Loss: 0.2504 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:41 || Estimated Time: 1 day, 20:25:15
2023-08-05 13:00:13,054 semantic_segmentation INFO: Iters: 53790/150000 || Lr: 0.013411 || Task Loss: 0.3005 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:57 || Estimated Time: 1 day, 20:24:57
2023-08-05 13:00:28,937 semantic_segmentation INFO: Iters: 53800/150000 || Lr: 0.013409 || Task Loss: 0.2440 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:50:13 || Estimated Time: 1 day, 20:24:39
2023-08-05 13:00:44,821 semantic_segmentation INFO: Iters: 53810/150000 || Lr: 0.013408 || Task Loss: 0.2535 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:50:29 || Estimated Time: 1 day, 20:24:21
2023-08-05 13:01:00,722 semantic_segmentation INFO: Iters: 53820/150000 || Lr: 0.013407 || Task Loss: 0.2016 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:50:45 || Estimated Time: 1 day, 20:24:03
2023-08-05 13:01:16,612 semantic_segmentation INFO: Iters: 53830/150000 || Lr: 0.013406 || Task Loss: 0.1683 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:51:01 || Estimated Time: 1 day, 20:23:45
2023-08-05 13:01:32,482 semantic_segmentation INFO: Iters: 53840/150000 || Lr: 0.013404 || Task Loss: 0.2577 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:51:17 || Estimated Time: 1 day, 20:23:27
2023-08-05 13:01:48,361 semantic_segmentation INFO: Iters: 53850/150000 || Lr: 0.013403 || Task Loss: 0.2496 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:51:32 || Estimated Time: 1 day, 20:23:09
2023-08-05 13:02:04,236 semantic_segmentation INFO: Iters: 53860/150000 || Lr: 0.013402 || Task Loss: 0.2102 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:51:48 || Estimated Time: 1 day, 20:22:52
2023-08-05 13:02:20,116 semantic_segmentation INFO: Iters: 53870/150000 || Lr: 0.013401 || Task Loss: 0.1651 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:52:04 || Estimated Time: 1 day, 20:22:34
2023-08-05 13:02:35,978 semantic_segmentation INFO: Iters: 53880/150000 || Lr: 0.013399 || Task Loss: 0.1917 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:52:20 || Estimated Time: 1 day, 20:22:16
2023-08-05 13:02:51,857 semantic_segmentation INFO: Iters: 53890/150000 || Lr: 0.013398 || Task Loss: 0.1846 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:52:36 || Estimated Time: 1 day, 20:21:58
2023-08-05 13:03:07,733 semantic_segmentation INFO: Iters: 53900/150000 || Lr: 0.013397 || Task Loss: 0.3561 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:52:52 || Estimated Time: 1 day, 20:21:40
2023-08-05 13:03:23,609 semantic_segmentation INFO: Iters: 53910/150000 || Lr: 0.013396 || Task Loss: 0.2729 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:53:08 || Estimated Time: 1 day, 20:21:22
2023-08-05 13:03:39,496 semantic_segmentation INFO: Iters: 53920/150000 || Lr: 0.013394 || Task Loss: 0.1815 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:53:24 || Estimated Time: 1 day, 20:21:04
2023-08-05 13:03:55,378 semantic_segmentation INFO: Iters: 53930/150000 || Lr: 0.013393 || Task Loss: 0.2253 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:53:39 || Estimated Time: 1 day, 20:20:46
2023-08-05 13:04:11,253 semantic_segmentation INFO: Iters: 53940/150000 || Lr: 0.013392 || Task Loss: 0.2395 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:53:55 || Estimated Time: 1 day, 20:20:28
2023-08-05 13:04:27,121 semantic_segmentation INFO: Iters: 53950/150000 || Lr: 0.013391 || Task Loss: 0.2841 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:54:11 || Estimated Time: 1 day, 20:20:10
2023-08-05 13:04:42,974 semantic_segmentation INFO: Iters: 53960/150000 || Lr: 0.013389 || Task Loss: 0.2955 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:54:27 || Estimated Time: 1 day, 20:19:52
2023-08-05 13:04:58,815 semantic_segmentation INFO: Iters: 53970/150000 || Lr: 0.013388 || Task Loss: 0.2019 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:54:43 || Estimated Time: 1 day, 20:19:34
2023-08-05 13:05:14,663 semantic_segmentation INFO: Iters: 53980/150000 || Lr: 0.013387 || Task Loss: 0.3005 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:54:59 || Estimated Time: 1 day, 20:19:16
2023-08-05 13:05:30,530 semantic_segmentation INFO: Iters: 53990/150000 || Lr: 0.013386 || Task Loss: 0.4366 || KD Loss: 0.2215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:55:15 || Estimated Time: 1 day, 20:18:58
2023-08-05 13:05:46,392 semantic_segmentation INFO: Iters: 54000/150000 || Lr: 0.013384 || Task Loss: 0.3637 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:55:30 || Estimated Time: 1 day, 20:18:40
2023-08-05 13:06:02,245 semantic_segmentation INFO: Iters: 54010/150000 || Lr: 0.013383 || Task Loss: 0.2965 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:55:46 || Estimated Time: 1 day, 20:18:22
2023-08-05 13:06:18,106 semantic_segmentation INFO: Iters: 54020/150000 || Lr: 0.013382 || Task Loss: 0.3046 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:56:02 || Estimated Time: 1 day, 20:18:04
2023-08-05 13:06:33,955 semantic_segmentation INFO: Iters: 54030/150000 || Lr: 0.013381 || Task Loss: 0.3304 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:56:18 || Estimated Time: 1 day, 20:17:46
2023-08-05 13:06:49,824 semantic_segmentation INFO: Iters: 54040/150000 || Lr: 0.013379 || Task Loss: 0.3932 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0847|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:56:34 || Estimated Time: 1 day, 20:17:28
2023-08-05 13:07:05,683 semantic_segmentation INFO: Iters: 54050/150000 || Lr: 0.013378 || Task Loss: 0.4572 || KD Loss: 0.1808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:56:50 || Estimated Time: 1 day, 20:17:10
2023-08-05 13:07:21,526 semantic_segmentation INFO: Iters: 54060/150000 || Lr: 0.013377 || Task Loss: 0.1731 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:57:06 || Estimated Time: 1 day, 20:16:52
2023-08-05 13:07:37,368 semantic_segmentation INFO: Iters: 54070/150000 || Lr: 0.013376 || Task Loss: 0.1755 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:57:21 || Estimated Time: 1 day, 20:16:34
2023-08-05 13:07:53,206 semantic_segmentation INFO: Iters: 54080/150000 || Lr: 0.013374 || Task Loss: 0.1903 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:57:37 || Estimated Time: 1 day, 20:16:16
2023-08-05 13:08:09,101 semantic_segmentation INFO: Iters: 54090/150000 || Lr: 0.013373 || Task Loss: 0.2273 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:57:53 || Estimated Time: 1 day, 20:15:59
2023-08-05 13:08:24,988 semantic_segmentation INFO: Iters: 54100/150000 || Lr: 0.013372 || Task Loss: 0.2997 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:09 || Estimated Time: 1 day, 20:15:41
2023-08-05 13:08:40,875 semantic_segmentation INFO: Iters: 54110/150000 || Lr: 0.013371 || Task Loss: 0.2421 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:25 || Estimated Time: 1 day, 20:15:23
2023-08-05 13:08:56,752 semantic_segmentation INFO: Iters: 54120/150000 || Lr: 0.013369 || Task Loss: 0.3384 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:41 || Estimated Time: 1 day, 20:15:05
2023-08-05 13:09:12,649 semantic_segmentation INFO: Iters: 54130/150000 || Lr: 0.013368 || Task Loss: 0.3645 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:57 || Estimated Time: 1 day, 20:14:47
2023-08-05 13:09:28,539 semantic_segmentation INFO: Iters: 54140/150000 || Lr: 0.013367 || Task Loss: 0.2078 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:59:13 || Estimated Time: 1 day, 20:14:29
2023-08-05 13:09:44,452 semantic_segmentation INFO: Iters: 54150/150000 || Lr: 0.013365 || Task Loss: 0.4755 || KD Loss: 0.3493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:59:28 || Estimated Time: 1 day, 20:14:11
2023-08-05 13:10:00,348 semantic_segmentation INFO: Iters: 54160/150000 || Lr: 0.013364 || Task Loss: 0.2906 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:59:44 || Estimated Time: 1 day, 20:13:53
2023-08-05 13:10:16,257 semantic_segmentation INFO: Iters: 54170/150000 || Lr: 0.013363 || Task Loss: 0.2809 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:00:00 || Estimated Time: 1 day, 20:13:35
2023-08-05 13:10:32,165 semantic_segmentation INFO: Iters: 54180/150000 || Lr: 0.013362 || Task Loss: 0.2055 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:00:16 || Estimated Time: 1 day, 20:13:18
2023-08-05 13:10:48,062 semantic_segmentation INFO: Iters: 54190/150000 || Lr: 0.013360 || Task Loss: 0.2923 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:00:32 || Estimated Time: 1 day, 20:13:00
2023-08-05 13:11:03,958 semantic_segmentation INFO: Iters: 54200/150000 || Lr: 0.013359 || Task Loss: 0.3675 || KD Loss: 0.1462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:12:42
2023-08-05 13:11:19,847 semantic_segmentation INFO: Iters: 54210/150000 || Lr: 0.013358 || Task Loss: 0.2736 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:12:24
2023-08-05 13:11:35,756 semantic_segmentation INFO: Iters: 54220/150000 || Lr: 0.013357 || Task Loss: 0.2928 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 20:12:06
2023-08-05 13:11:51,657 semantic_segmentation INFO: Iters: 54230/150000 || Lr: 0.013355 || Task Loss: 0.4773 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:01:36 || Estimated Time: 1 day, 20:11:48
2023-08-05 13:12:07,531 semantic_segmentation INFO: Iters: 54240/150000 || Lr: 0.013354 || Task Loss: 0.1645 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:01:52 || Estimated Time: 1 day, 20:11:30
2023-08-05 13:12:23,390 semantic_segmentation INFO: Iters: 54250/150000 || Lr: 0.013353 || Task Loss: 0.2579 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:07 || Estimated Time: 1 day, 20:11:12
2023-08-05 13:12:39,275 semantic_segmentation INFO: Iters: 54260/150000 || Lr: 0.013352 || Task Loss: 0.1587 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:23 || Estimated Time: 1 day, 20:10:54
2023-08-05 13:12:55,144 semantic_segmentation INFO: Iters: 54270/150000 || Lr: 0.013350 || Task Loss: 0.3001 || KD Loss: 0.1538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:39 || Estimated Time: 1 day, 20:10:36
2023-08-05 13:13:11,010 semantic_segmentation INFO: Iters: 54280/150000 || Lr: 0.013349 || Task Loss: 0.2252 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:55 || Estimated Time: 1 day, 20:10:19
2023-08-05 13:13:26,887 semantic_segmentation INFO: Iters: 54290/150000 || Lr: 0.013348 || Task Loss: 0.4040 || KD Loss: 0.1485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:03:11 || Estimated Time: 1 day, 20:10:01
2023-08-05 13:13:42,770 semantic_segmentation INFO: Iters: 54300/150000 || Lr: 0.013347 || Task Loss: 0.2246 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:03:27 || Estimated Time: 1 day, 20:09:43
2023-08-05 13:13:58,627 semantic_segmentation INFO: Iters: 54310/150000 || Lr: 0.013345 || Task Loss: 0.1455 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:03:43 || Estimated Time: 1 day, 20:09:25
2023-08-05 13:14:14,464 semantic_segmentation INFO: Iters: 54320/150000 || Lr: 0.013344 || Task Loss: 0.2405 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:03:59 || Estimated Time: 1 day, 20:09:07
2023-08-05 13:14:30,318 semantic_segmentation INFO: Iters: 54330/150000 || Lr: 0.013343 || Task Loss: 0.1928 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:04:14 || Estimated Time: 1 day, 20:08:49
2023-08-05 13:14:46,193 semantic_segmentation INFO: Iters: 54340/150000 || Lr: 0.013342 || Task Loss: 0.2679 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:04:30 || Estimated Time: 1 day, 20:08:31
2023-08-05 13:15:02,054 semantic_segmentation INFO: Iters: 54350/150000 || Lr: 0.013340 || Task Loss: 0.2081 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:04:46 || Estimated Time: 1 day, 20:08:13
2023-08-05 13:15:17,919 semantic_segmentation INFO: Iters: 54360/150000 || Lr: 0.013339 || Task Loss: 0.2348 || KD Loss: 0.2524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:05:02 || Estimated Time: 1 day, 20:07:55
2023-08-05 13:15:33,778 semantic_segmentation INFO: Iters: 54370/150000 || Lr: 0.013338 || Task Loss: 0.2133 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:05:18 || Estimated Time: 1 day, 20:07:37
2023-08-05 13:15:49,622 semantic_segmentation INFO: Iters: 54380/150000 || Lr: 0.013337 || Task Loss: 0.2072 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:05:34 || Estimated Time: 1 day, 20:07:19
2023-08-05 13:16:05,507 semantic_segmentation INFO: Iters: 54390/150000 || Lr: 0.013335 || Task Loss: 0.3243 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:05:50 || Estimated Time: 1 day, 20:07:01
2023-08-05 13:16:21,358 semantic_segmentation INFO: Iters: 54400/150000 || Lr: 0.013334 || Task Loss: 0.2348 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:06:05 || Estimated Time: 1 day, 20:06:43
2023-08-05 13:16:21,449 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 13:16:22,196 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.404
2023-08-05 13:16:22,361 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.503
2023-08-05 13:16:22,484 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.517
2023-08-05 13:16:22,600 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.533
2023-08-05 13:16:22,724 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.525
2023-08-05 13:16:22,840 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.527
2023-08-05 13:16:22,958 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.552
2023-08-05 13:16:23,075 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.592
2023-08-05 13:16:23,199 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.635
2023-08-05 13:16:23,317 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.678
2023-08-05 13:16:23,440 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.684
2023-08-05 13:16:23,556 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.718
2023-08-05 13:16:23,674 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.724
2023-08-05 13:16:23,791 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.715
2023-08-05 13:16:23,910 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.716
2023-08-05 13:16:24,032 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.707
2023-08-05 13:16:24,149 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.708
2023-08-05 13:16:24,269 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.714
2023-08-05 13:16:24,388 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.718
2023-08-05 13:16:24,508 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.724
2023-08-05 13:16:24,629 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-05 13:16:24,747 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-05 13:16:24,865 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-05 13:16:24,987 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-05 13:16:25,104 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-05 13:16:25,225 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-05 13:16:25,342 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.729
2023-08-05 13:16:25,469 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-05 13:16:25,585 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.713
2023-08-05 13:16:25,702 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 13:16:25,819 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.707
2023-08-05 13:16:25,937 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.702
2023-08-05 13:16:26,057 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-05 13:16:26,173 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.702
2023-08-05 13:16:26,291 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.703
2023-08-05 13:16:26,408 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.702
2023-08-05 13:16:26,534 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 13:16:26,651 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 13:16:26,770 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 13:16:26,886 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 13:16:27,011 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 13:16:27,130 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 13:16:27,248 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.691
2023-08-05 13:16:27,367 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-05 13:16:27,489 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 13:16:27,608 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 13:16:27,729 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-05 13:16:27,847 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.689
2023-08-05 13:16:27,969 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 13:16:28,087 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.695
2023-08-05 13:16:28,204 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.695
2023-08-05 13:16:28,322 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:16:28,450 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-05 13:16:28,567 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 13:16:28,683 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 13:16:28,800 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-05 13:16:28,915 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-05 13:16:29,040 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 13:16:29,158 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.711
2023-08-05 13:16:29,274 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-05 13:16:29,394 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.712
2023-08-05 13:16:29,515 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-05 13:16:29,632 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 13:16:29,749 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-05 13:16:29,867 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-05 13:16:29,993 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-05 13:16:30,110 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.715
2023-08-05 13:16:30,226 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.715
2023-08-05 13:16:30,343 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.714
2023-08-05 13:16:30,466 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-05 13:16:30,584 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-05 13:16:30,700 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 13:16:30,818 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.712
2023-08-05 13:16:30,934 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.712
2023-08-05 13:16:31,052 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 13:16:31,170 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 13:16:31,286 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 13:16:31,402 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 13:16:31,523 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 13:16:31,639 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-05 13:16:31,756 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-05 13:16:31,874 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.717
2023-08-05 13:16:32,000 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-05 13:16:32,117 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-05 13:16:32,234 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-05 13:16:32,351 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-05 13:16:32,475 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-05 13:16:32,591 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-05 13:16:32,708 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-05 13:16:32,826 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-05 13:16:32,951 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-05 13:16:33,068 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.711
2023-08-05 13:16:33,188 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.711
2023-08-05 13:16:33,305 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-05 13:16:33,423 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-05 13:16:33,543 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-05 13:16:33,660 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-05 13:16:33,778 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-05 13:16:33,895 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 13:16:34,020 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 13:16:34,136 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.710
2023-08-05 13:16:34,254 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.709
2023-08-05 13:16:34,372 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 13:16:34,495 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 13:16:34,614 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 13:16:34,731 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-05 13:16:34,848 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-05 13:16:34,972 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-05 13:16:35,089 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-05 13:16:35,207 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.707
2023-08-05 13:16:35,329 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.707
2023-08-05 13:16:35,447 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.707
2023-08-05 13:16:35,564 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.707
2023-08-05 13:16:35,683 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.706
2023-08-05 13:16:35,801 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.706
2023-08-05 13:16:35,921 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.706
2023-08-05 13:16:36,042 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.706
2023-08-05 13:16:36,159 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.707
2023-08-05 13:16:36,276 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.700
2023-08-05 13:16:36,393 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 13:16:36,517 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 13:16:36,635 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 13:16:36,751 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 13:16:36,868 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.702
2023-08-05 13:16:36,991 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.701
2023-08-05 13:16:37,108 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.700
2023-08-05 13:16:37,226 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.702
2023-08-05 13:16:37,344 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.702
2023-08-05 13:16:37,466 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.701
2023-08-05 13:16:37,584 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.701
2023-08-05 13:16:37,702 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.701
2023-08-05 13:16:37,820 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 13:16:37,942 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 13:16:38,059 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 13:16:38,178 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 13:16:38,295 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 13:16:38,414 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 13:16:38,539 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 13:16:38,656 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 13:16:38,773 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 13:16:38,891 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 13:16:39,012 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 13:16:39,130 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 13:16:39,247 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 13:16:39,364 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.937, mIoU: 0.693
2023-08-05 13:16:39,487 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 13:16:39,604 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 13:16:39,722 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 13:16:39,840 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 13:16:39,963 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-05 13:16:40,081 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 13:16:40,209 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 13:16:40,327 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 13:16:40,444 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 13:16:40,563 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 13:16:40,681 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 13:16:40,800 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 13:16:40,919 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 13:16:41,040 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 13:16:41,158 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 13:16:41,276 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 13:16:41,394 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 13:16:41,514 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 13:16:41,631 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 13:16:41,748 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 13:16:41,866 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 13:16:41,989 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 13:16:42,105 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 13:16:42,225 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 13:16:42,343 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 13:16:42,472 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 13:16:42,589 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 13:16:42,706 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 13:16:42,823 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 13:16:42,939 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 13:16:43,057 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 13:16:43,176 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 13:16:43,293 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 13:16:43,412 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 13:16:43,537 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 13:16:43,654 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.939, mIoU: 0.693
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2023-08-05 13:17:06,910 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 13:17:07,038 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 13:17:07,156 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 13:17:07,274 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 13:17:07,392 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 13:17:07,515 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 13:17:07,633 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 13:17:07,750 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 13:17:07,868 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 13:17:07,990 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 13:17:08,107 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 13:17:08,225 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 13:17:08,341 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 13:17:08,458 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 13:17:08,586 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 13:17:08,704 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 13:17:08,821 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 13:17:08,938 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 13:17:09,060 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 13:17:09,178 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 13:17:09,295 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 13:17:09,412 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 13:17:09,540 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 13:17:09,656 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 13:17:09,775 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 13:17:09,893 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 13:17:10,022 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 13:17:10,140 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.698
2023-08-05 13:17:10,257 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 13:17:10,374 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 13:17:10,504 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 13:17:10,621 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 13:17:10,739 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 13:17:10,856 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 13:17:10,974 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 13:17:11,091 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 13:17:11,209 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 13:17:11,328 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 13:17:11,447 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:11,574 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:11,692 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:11,810 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:11,927 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:12,053 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:12,171 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:12,288 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:12,405 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:12,533 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:12,652 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:12,769 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:12,886 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:13,012 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:13,129 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:13,247 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 13:17:13,364 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-05 13:17:13,486 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-05 13:17:13,605 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:13,722 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:13,839 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:13,956 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:14,081 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:14,200 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:14,317 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:14,438 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:14,563 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:14,681 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:14,798 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:14,917 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:15,042 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:15,160 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:15,277 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:15,395 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 13:17:15,522 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:15,640 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:15,758 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:15,875 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:16,000 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:16,116 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:16,233 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:16,351 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:16,469 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:16,595 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:16,712 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:16,825 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:16,942 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:17,063 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:17,180 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:17,298 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:17,416 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 13:17:17,539 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:17,656 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:17,777 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:17,894 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:18,021 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:18,138 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:18,256 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:18,374 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:18,494 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:18,608 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:18,726 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:18,843 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:18,962 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:19,086 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:19,204 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:19,321 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:19,439 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:19,561 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:19,678 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:19,795 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:19,912 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 13:17:20,035 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 13:17:20,152 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:20,269 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:20,386 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:20,511 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:20,628 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:20,745 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:20,861 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:20,978 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:21,095 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:21,213 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:21,331 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 13:17:21,447 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 13:17:21,568 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 13:17:37,540 semantic_segmentation INFO: Iters: 54410/150000 || Lr: 0.013333 || Task Loss: 0.3108 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:07:22 || Estimated Time: 1 day, 20:08:11
2023-08-05 13:17:53,420 semantic_segmentation INFO: Iters: 54420/150000 || Lr: 0.013332 || Task Loss: 0.3276 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:07:37 || Estimated Time: 1 day, 20:07:53
2023-08-05 13:18:09,285 semantic_segmentation INFO: Iters: 54430/150000 || Lr: 0.013330 || Task Loss: 0.2500 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:07:53 || Estimated Time: 1 day, 20:07:36
2023-08-05 13:18:25,138 semantic_segmentation INFO: Iters: 54440/150000 || Lr: 0.013329 || Task Loss: 0.2402 || KD Loss: 0.1004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:08:09 || Estimated Time: 1 day, 20:07:18
2023-08-05 13:18:40,976 semantic_segmentation INFO: Iters: 54450/150000 || Lr: 0.013328 || Task Loss: 0.3082 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:08:25 || Estimated Time: 1 day, 20:07:00
2023-08-05 13:18:56,848 semantic_segmentation INFO: Iters: 54460/150000 || Lr: 0.013327 || Task Loss: 0.1649 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:08:41 || Estimated Time: 1 day, 20:06:42
2023-08-05 13:19:12,711 semantic_segmentation INFO: Iters: 54470/150000 || Lr: 0.013325 || Task Loss: 0.1794 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:08:57 || Estimated Time: 1 day, 20:06:24
2023-08-05 13:19:28,591 semantic_segmentation INFO: Iters: 54480/150000 || Lr: 0.013324 || Task Loss: 0.3324 || KD Loss: 0.1176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:09:13 || Estimated Time: 1 day, 20:06:06
2023-08-05 13:19:44,481 semantic_segmentation INFO: Iters: 54490/150000 || Lr: 0.013323 || Task Loss: 0.2631 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:09:29 || Estimated Time: 1 day, 20:05:48
2023-08-05 13:20:00,351 semantic_segmentation INFO: Iters: 54500/150000 || Lr: 0.013322 || Task Loss: 0.2086 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:09:44 || Estimated Time: 1 day, 20:05:30
2023-08-05 13:20:16,206 semantic_segmentation INFO: Iters: 54510/150000 || Lr: 0.013320 || Task Loss: 0.2069 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:10:00 || Estimated Time: 1 day, 20:05:12
2023-08-05 13:20:32,045 semantic_segmentation INFO: Iters: 54520/150000 || Lr: 0.013319 || Task Loss: 0.1910 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:10:16 || Estimated Time: 1 day, 20:04:54
2023-08-05 13:20:47,907 semantic_segmentation INFO: Iters: 54530/150000 || Lr: 0.013318 || Task Loss: 0.2578 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:10:32 || Estimated Time: 1 day, 20:04:36
2023-08-05 13:21:03,810 semantic_segmentation INFO: Iters: 54540/150000 || Lr: 0.013317 || Task Loss: 0.2592 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:10:48 || Estimated Time: 1 day, 20:04:18
2023-08-05 13:21:19,697 semantic_segmentation INFO: Iters: 54550/150000 || Lr: 0.013315 || Task Loss: 0.2991 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:11:04 || Estimated Time: 1 day, 20:04:00
2023-08-05 13:21:35,606 semantic_segmentation INFO: Iters: 54560/150000 || Lr: 0.013314 || Task Loss: 0.2228 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:11:20 || Estimated Time: 1 day, 20:03:42
2023-08-05 13:21:51,485 semantic_segmentation INFO: Iters: 54570/150000 || Lr: 0.013313 || Task Loss: 0.2719 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:11:36 || Estimated Time: 1 day, 20:03:24
2023-08-05 13:22:07,392 semantic_segmentation INFO: Iters: 54580/150000 || Lr: 0.013312 || Task Loss: 0.1653 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:11:51 || Estimated Time: 1 day, 20:03:07
2023-08-05 13:22:23,275 semantic_segmentation INFO: Iters: 54590/150000 || Lr: 0.013310 || Task Loss: 0.2224 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:12:07 || Estimated Time: 1 day, 20:02:49
2023-08-05 13:22:39,178 semantic_segmentation INFO: Iters: 54600/150000 || Lr: 0.013309 || Task Loss: 0.2684 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:12:23 || Estimated Time: 1 day, 20:02:31
2023-08-05 13:22:55,073 semantic_segmentation INFO: Iters: 54610/150000 || Lr: 0.013308 || Task Loss: 0.2762 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:12:39 || Estimated Time: 1 day, 20:02:13
2023-08-05 13:23:10,980 semantic_segmentation INFO: Iters: 54620/150000 || Lr: 0.013306 || Task Loss: 0.2145 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:12:55 || Estimated Time: 1 day, 20:01:55
2023-08-05 13:23:26,869 semantic_segmentation INFO: Iters: 54630/150000 || Lr: 0.013305 || Task Loss: 0.3740 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:13:11 || Estimated Time: 1 day, 20:01:37
2023-08-05 13:23:42,777 semantic_segmentation INFO: Iters: 54640/150000 || Lr: 0.013304 || Task Loss: 0.1921 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:13:27 || Estimated Time: 1 day, 20:01:19
2023-08-05 13:23:58,664 semantic_segmentation INFO: Iters: 54650/150000 || Lr: 0.013303 || Task Loss: 0.3280 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:13:43 || Estimated Time: 1 day, 20:01:01
2023-08-05 13:24:14,536 semantic_segmentation INFO: Iters: 54660/150000 || Lr: 0.013301 || Task Loss: 0.3590 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:13:59 || Estimated Time: 1 day, 20:00:43
2023-08-05 13:24:30,415 semantic_segmentation INFO: Iters: 54670/150000 || Lr: 0.013300 || Task Loss: 0.2605 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:14:14 || Estimated Time: 1 day, 20:00:26
2023-08-05 13:24:46,302 semantic_segmentation INFO: Iters: 54680/150000 || Lr: 0.013299 || Task Loss: 0.2859 || KD Loss: 0.1218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:14:30 || Estimated Time: 1 day, 20:00:08
2023-08-05 13:25:02,176 semantic_segmentation INFO: Iters: 54690/150000 || Lr: 0.013298 || Task Loss: 0.3396 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:14:46 || Estimated Time: 1 day, 19:59:50
2023-08-05 13:25:18,039 semantic_segmentation INFO: Iters: 54700/150000 || Lr: 0.013296 || Task Loss: 0.1917 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:59:32
2023-08-05 13:25:33,910 semantic_segmentation INFO: Iters: 54710/150000 || Lr: 0.013295 || Task Loss: 0.1526 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:15:18 || Estimated Time: 1 day, 19:59:14
2023-08-05 13:25:49,769 semantic_segmentation INFO: Iters: 54720/150000 || Lr: 0.013294 || Task Loss: 0.3058 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:15:34 || Estimated Time: 1 day, 19:58:56
2023-08-05 13:26:05,647 semantic_segmentation INFO: Iters: 54730/150000 || Lr: 0.013293 || Task Loss: 0.3738 || KD Loss: 0.1585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:15:50 || Estimated Time: 1 day, 19:58:38
2023-08-05 13:26:21,519 semantic_segmentation INFO: Iters: 54740/150000 || Lr: 0.013291 || Task Loss: 0.3392 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:16:06 || Estimated Time: 1 day, 19:58:20
2023-08-05 13:26:37,386 semantic_segmentation INFO: Iters: 54750/150000 || Lr: 0.013290 || Task Loss: 0.2830 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:16:21 || Estimated Time: 1 day, 19:58:02
2023-08-05 13:26:53,244 semantic_segmentation INFO: Iters: 54760/150000 || Lr: 0.013289 || Task Loss: 0.2684 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:16:37 || Estimated Time: 1 day, 19:57:44
2023-08-05 13:27:09,141 semantic_segmentation INFO: Iters: 54770/150000 || Lr: 0.013288 || Task Loss: 0.1561 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:16:53 || Estimated Time: 1 day, 19:57:26
2023-08-05 13:27:25,013 semantic_segmentation INFO: Iters: 54780/150000 || Lr: 0.013286 || Task Loss: 0.3630 || KD Loss: 0.2055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:17:09 || Estimated Time: 1 day, 19:57:08
2023-08-05 13:27:40,889 semantic_segmentation INFO: Iters: 54790/150000 || Lr: 0.013285 || Task Loss: 0.2904 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:17:25 || Estimated Time: 1 day, 19:56:51
2023-08-05 13:27:56,787 semantic_segmentation INFO: Iters: 54800/150000 || Lr: 0.013284 || Task Loss: 0.3079 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:17:41 || Estimated Time: 1 day, 19:56:33
2023-08-05 13:28:12,659 semantic_segmentation INFO: Iters: 54810/150000 || Lr: 0.013283 || Task Loss: 0.2365 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:17:57 || Estimated Time: 1 day, 19:56:15
2023-08-05 13:28:28,531 semantic_segmentation INFO: Iters: 54820/150000 || Lr: 0.013281 || Task Loss: 0.2310 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:18:13 || Estimated Time: 1 day, 19:55:57
2023-08-05 13:28:44,398 semantic_segmentation INFO: Iters: 54830/150000 || Lr: 0.013280 || Task Loss: 0.2500 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:18:28 || Estimated Time: 1 day, 19:55:39
2023-08-05 13:29:00,250 semantic_segmentation INFO: Iters: 54840/150000 || Lr: 0.013279 || Task Loss: 0.1919 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:18:44 || Estimated Time: 1 day, 19:55:21
2023-08-05 13:29:16,120 semantic_segmentation INFO: Iters: 54850/150000 || Lr: 0.013278 || Task Loss: 0.2954 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:19:00 || Estimated Time: 1 day, 19:55:03
2023-08-05 13:29:31,953 semantic_segmentation INFO: Iters: 54860/150000 || Lr: 0.013276 || Task Loss: 0.3298 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:19:16 || Estimated Time: 1 day, 19:54:45
2023-08-05 13:29:47,796 semantic_segmentation INFO: Iters: 54870/150000 || Lr: 0.013275 || Task Loss: 0.1981 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:19:32 || Estimated Time: 1 day, 19:54:27
2023-08-05 13:30:03,637 semantic_segmentation INFO: Iters: 54880/150000 || Lr: 0.013274 || Task Loss: 0.2837 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:54:09
2023-08-05 13:30:19,465 semantic_segmentation INFO: Iters: 54890/150000 || Lr: 0.013273 || Task Loss: 0.3250 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:53:51
2023-08-05 13:30:35,307 semantic_segmentation INFO: Iters: 54900/150000 || Lr: 0.013271 || Task Loss: 0.2248 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:20:19 || Estimated Time: 1 day, 19:53:33
2023-08-05 13:30:51,155 semantic_segmentation INFO: Iters: 54910/150000 || Lr: 0.013270 || Task Loss: 0.3792 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:20:35 || Estimated Time: 1 day, 19:53:15
2023-08-05 13:31:07,036 semantic_segmentation INFO: Iters: 54920/150000 || Lr: 0.013269 || Task Loss: 0.2497 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:20:51 || Estimated Time: 1 day, 19:52:57
2023-08-05 13:31:22,908 semantic_segmentation INFO: Iters: 54930/150000 || Lr: 0.013268 || Task Loss: 0.2073 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:21:07 || Estimated Time: 1 day, 19:52:40
2023-08-05 13:31:38,777 semantic_segmentation INFO: Iters: 54940/150000 || Lr: 0.013266 || Task Loss: 0.2537 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:21:23 || Estimated Time: 1 day, 19:52:22
2023-08-05 13:31:54,644 semantic_segmentation INFO: Iters: 54950/150000 || Lr: 0.013265 || Task Loss: 0.2809 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:21:39 || Estimated Time: 1 day, 19:52:04
2023-08-05 13:32:10,495 semantic_segmentation INFO: Iters: 54960/150000 || Lr: 0.013264 || Task Loss: 0.2309 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:21:55 || Estimated Time: 1 day, 19:51:46
2023-08-05 13:32:26,348 semantic_segmentation INFO: Iters: 54970/150000 || Lr: 0.013263 || Task Loss: 0.2238 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:22:10 || Estimated Time: 1 day, 19:51:28
2023-08-05 13:32:42,197 semantic_segmentation INFO: Iters: 54980/150000 || Lr: 0.013261 || Task Loss: 0.2700 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:22:26 || Estimated Time: 1 day, 19:51:10
2023-08-05 13:32:58,068 semantic_segmentation INFO: Iters: 54990/150000 || Lr: 0.013260 || Task Loss: 0.2656 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:22:42 || Estimated Time: 1 day, 19:50:52
2023-08-05 13:33:13,920 semantic_segmentation INFO: Iters: 55000/150000 || Lr: 0.013259 || Task Loss: 0.2502 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:22:58 || Estimated Time: 1 day, 19:50:34
2023-08-05 13:33:29,757 semantic_segmentation INFO: Iters: 55010/150000 || Lr: 0.013258 || Task Loss: 0.1959 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:23:14 || Estimated Time: 1 day, 19:50:16
2023-08-05 13:33:45,620 semantic_segmentation INFO: Iters: 55020/150000 || Lr: 0.013256 || Task Loss: 0.2854 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:23:30 || Estimated Time: 1 day, 19:49:58
2023-08-05 13:34:01,478 semantic_segmentation INFO: Iters: 55030/150000 || Lr: 0.013255 || Task Loss: 0.2157 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:23:46 || Estimated Time: 1 day, 19:49:40
2023-08-05 13:34:17,309 semantic_segmentation INFO: Iters: 55040/150000 || Lr: 0.013254 || Task Loss: 0.2397 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:24:01 || Estimated Time: 1 day, 19:49:22
2023-08-05 13:34:33,153 semantic_segmentation INFO: Iters: 55050/150000 || Lr: 0.013252 || Task Loss: 0.1934 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:24:17 || Estimated Time: 1 day, 19:49:04
2023-08-05 13:34:48,987 semantic_segmentation INFO: Iters: 55060/150000 || Lr: 0.013251 || Task Loss: 0.2209 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:24:33 || Estimated Time: 1 day, 19:48:46
2023-08-05 13:35:04,838 semantic_segmentation INFO: Iters: 55070/150000 || Lr: 0.013250 || Task Loss: 0.2817 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:24:49 || Estimated Time: 1 day, 19:48:29
2023-08-05 13:35:20,679 semantic_segmentation INFO: Iters: 55080/150000 || Lr: 0.013249 || Task Loss: 0.2649 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:25:05 || Estimated Time: 1 day, 19:48:11
2023-08-05 13:35:36,531 semantic_segmentation INFO: Iters: 55090/150000 || Lr: 0.013247 || Task Loss: 0.2164 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:25:21 || Estimated Time: 1 day, 19:47:53
2023-08-05 13:35:52,373 semantic_segmentation INFO: Iters: 55100/150000 || Lr: 0.013246 || Task Loss: 0.2310 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:25:36 || Estimated Time: 1 day, 19:47:35
2023-08-05 13:36:08,242 semantic_segmentation INFO: Iters: 55110/150000 || Lr: 0.013245 || Task Loss: 0.3069 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:25:52 || Estimated Time: 1 day, 19:47:17
2023-08-05 13:36:24,085 semantic_segmentation INFO: Iters: 55120/150000 || Lr: 0.013244 || Task Loss: 0.2032 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:26:08 || Estimated Time: 1 day, 19:46:59
2023-08-05 13:36:39,948 semantic_segmentation INFO: Iters: 55130/150000 || Lr: 0.013242 || Task Loss: 0.2073 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:26:24 || Estimated Time: 1 day, 19:46:41
2023-08-05 13:36:55,822 semantic_segmentation INFO: Iters: 55140/150000 || Lr: 0.013241 || Task Loss: 0.3328 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:26:40 || Estimated Time: 1 day, 19:46:23
2023-08-05 13:37:11,696 semantic_segmentation INFO: Iters: 55150/150000 || Lr: 0.013240 || Task Loss: 0.2776 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:26:56 || Estimated Time: 1 day, 19:46:05
2023-08-05 13:37:27,568 semantic_segmentation INFO: Iters: 55160/150000 || Lr: 0.013239 || Task Loss: 0.3123 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:27:12 || Estimated Time: 1 day, 19:45:47
2023-08-05 13:37:43,440 semantic_segmentation INFO: Iters: 55170/150000 || Lr: 0.013237 || Task Loss: 0.3653 || KD Loss: 0.1770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:45:29
2023-08-05 13:37:59,323 semantic_segmentation INFO: Iters: 55180/150000 || Lr: 0.013236 || Task Loss: 0.2708 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:45:12
2023-08-05 13:38:15,204 semantic_segmentation INFO: Iters: 55190/150000 || Lr: 0.013235 || Task Loss: 0.1861 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:44:54
2023-08-05 13:38:31,108 semantic_segmentation INFO: Iters: 55200/150000 || Lr: 0.013234 || Task Loss: 0.2130 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:28:15 || Estimated Time: 1 day, 19:44:36
2023-08-05 13:38:31,187 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 13:38:31,998 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.398
2023-08-05 13:38:32,117 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.458
2023-08-05 13:38:32,237 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.479
2023-08-05 13:38:32,354 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.519
2023-08-05 13:38:32,473 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.512
2023-08-05 13:38:32,590 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.513
2023-08-05 13:38:32,712 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.562
2023-08-05 13:38:32,830 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.587
2023-08-05 13:38:32,947 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.638
2023-08-05 13:38:33,066 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.691
2023-08-05 13:38:33,186 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.694
2023-08-05 13:38:33,303 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.712
2023-08-05 13:38:33,421 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.718
2023-08-05 13:38:33,538 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.708
2023-08-05 13:38:33,655 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.705
2023-08-05 13:38:33,772 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.696
2023-08-05 13:38:33,895 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.698
2023-08-05 13:38:34,013 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.698
2023-08-05 13:38:34,131 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.705
2023-08-05 13:38:34,247 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-05 13:38:34,373 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-05 13:38:34,492 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-05 13:38:34,610 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-05 13:38:34,728 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 13:38:34,845 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-05 13:38:34,961 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.731
2023-08-05 13:38:35,078 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 13:38:35,196 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.713
2023-08-05 13:38:35,313 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-05 13:38:35,434 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-05 13:38:35,549 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-05 13:38:35,666 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-05 13:38:35,783 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-05 13:38:35,906 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-05 13:38:36,023 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-05 13:38:36,139 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-05 13:38:36,256 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.712
2023-08-05 13:38:36,380 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.711
2023-08-05 13:38:36,497 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 13:38:36,613 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 13:38:36,729 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.708
2023-08-05 13:38:36,848 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.708
2023-08-05 13:38:36,964 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.707
2023-08-05 13:38:37,082 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-05 13:38:37,200 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-05 13:38:37,318 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 13:38:37,440 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 13:38:37,558 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 13:38:37,675 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 13:38:37,794 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 13:38:37,916 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 13:38:38,034 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-05 13:38:38,152 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-05 13:38:38,268 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-05 13:38:38,391 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-05 13:38:38,507 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-05 13:38:38,623 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-05 13:38:38,741 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-05 13:38:38,867 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-05 13:38:38,982 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-05 13:38:39,101 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-05 13:38:39,219 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-05 13:38:39,336 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-05 13:38:39,458 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-05 13:38:39,576 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 13:38:39,694 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 13:38:39,812 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-05 13:38:39,933 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-05 13:38:40,049 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 13:38:40,166 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.733
2023-08-05 13:38:40,284 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.733
2023-08-05 13:38:40,407 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-05 13:38:40,524 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-05 13:38:40,641 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-05 13:38:40,757 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-05 13:38:40,879 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-05 13:38:40,995 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-05 13:38:41,111 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-05 13:38:41,227 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-05 13:38:41,343 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-05 13:38:41,462 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-05 13:38:41,579 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-05 13:38:41,695 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-05 13:38:41,812 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.717
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2023-08-05 13:39:28,288 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 13:39:28,414 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 13:39:28,532 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 13:39:28,650 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 13:39:28,767 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 13:39:28,884 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 13:39:29,007 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 13:39:29,123 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 13:39:29,241 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 13:39:29,358 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 13:39:29,479 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 13:39:29,596 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 13:39:29,714 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 13:39:29,832 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 13:39:29,956 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 13:39:30,074 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 13:39:30,191 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 13:39:30,307 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 13:39:30,429 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 13:39:30,547 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 13:39:30,666 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 13:39:30,783 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 13:39:30,899 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 13:39:31,017 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 13:39:31,133 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 13:39:47,135 semantic_segmentation INFO: Iters: 55210/150000 || Lr: 0.013232 || Task Loss: 0.2636 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:29:31 || Estimated Time: 1 day, 19:46:01
2023-08-05 13:40:03,023 semantic_segmentation INFO: Iters: 55220/150000 || Lr: 0.013231 || Task Loss: 0.2049 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:29:47 || Estimated Time: 1 day, 19:45:43
2023-08-05 13:40:18,949 semantic_segmentation INFO: Iters: 55230/150000 || Lr: 0.013230 || Task Loss: 0.2848 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:30:03 || Estimated Time: 1 day, 19:45:26
2023-08-05 13:40:34,863 semantic_segmentation INFO: Iters: 55240/150000 || Lr: 0.013229 || Task Loss: 0.4880 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:30:19 || Estimated Time: 1 day, 19:45:08
2023-08-05 13:40:50,794 semantic_segmentation INFO: Iters: 55250/150000 || Lr: 0.013227 || Task Loss: 0.2002 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:30:35 || Estimated Time: 1 day, 19:44:50
2023-08-05 13:41:06,710 semantic_segmentation INFO: Iters: 55260/150000 || Lr: 0.013226 || Task Loss: 0.2685 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:30:51 || Estimated Time: 1 day, 19:44:32
2023-08-05 13:41:22,602 semantic_segmentation INFO: Iters: 55270/150000 || Lr: 0.013225 || Task Loss: 0.2083 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:31:07 || Estimated Time: 1 day, 19:44:14
2023-08-05 13:41:38,491 semantic_segmentation INFO: Iters: 55280/150000 || Lr: 0.013224 || Task Loss: 0.1755 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:31:23 || Estimated Time: 1 day, 19:43:56
2023-08-05 13:41:54,366 semantic_segmentation INFO: Iters: 55290/150000 || Lr: 0.013222 || Task Loss: 0.1639 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:31:38 || Estimated Time: 1 day, 19:43:38
2023-08-05 13:42:10,270 semantic_segmentation INFO: Iters: 55300/150000 || Lr: 0.013221 || Task Loss: 0.1396 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:31:54 || Estimated Time: 1 day, 19:43:21
2023-08-05 13:42:26,149 semantic_segmentation INFO: Iters: 55310/150000 || Lr: 0.013220 || Task Loss: 0.2500 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:10 || Estimated Time: 1 day, 19:43:03
2023-08-05 13:42:42,029 semantic_segmentation INFO: Iters: 55320/150000 || Lr: 0.013219 || Task Loss: 0.2111 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:26 || Estimated Time: 1 day, 19:42:45
2023-08-05 13:42:57,903 semantic_segmentation INFO: Iters: 55330/150000 || Lr: 0.013217 || Task Loss: 0.2530 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:42 || Estimated Time: 1 day, 19:42:27
2023-08-05 13:43:13,768 semantic_segmentation INFO: Iters: 55340/150000 || Lr: 0.013216 || Task Loss: 0.2468 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:58 || Estimated Time: 1 day, 19:42:09
2023-08-05 13:43:29,610 semantic_segmentation INFO: Iters: 55350/150000 || Lr: 0.013215 || Task Loss: 0.1647 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:33:14 || Estimated Time: 1 day, 19:41:51
2023-08-05 13:43:45,504 semantic_segmentation INFO: Iters: 55360/150000 || Lr: 0.013214 || Task Loss: 0.3714 || KD Loss: 0.1565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:33:30 || Estimated Time: 1 day, 19:41:33
2023-08-05 13:44:01,384 semantic_segmentation INFO: Iters: 55370/150000 || Lr: 0.013212 || Task Loss: 0.1665 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:33:45 || Estimated Time: 1 day, 19:41:15
2023-08-05 13:44:17,234 semantic_segmentation INFO: Iters: 55380/150000 || Lr: 0.013211 || Task Loss: 0.1839 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:34:01 || Estimated Time: 1 day, 19:40:57
2023-08-05 13:44:33,082 semantic_segmentation INFO: Iters: 55390/150000 || Lr: 0.013210 || Task Loss: 0.4633 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:40:39
2023-08-05 13:44:48,929 semantic_segmentation INFO: Iters: 55400/150000 || Lr: 0.013209 || Task Loss: 0.2981 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:40:22
2023-08-05 13:45:04,798 semantic_segmentation INFO: Iters: 55410/150000 || Lr: 0.013207 || Task Loss: 0.2248 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:40:04
2023-08-05 13:45:20,670 semantic_segmentation INFO: Iters: 55420/150000 || Lr: 0.013206 || Task Loss: 0.1861 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:35:05 || Estimated Time: 1 day, 19:39:46
2023-08-05 13:45:36,536 semantic_segmentation INFO: Iters: 55430/150000 || Lr: 0.013205 || Task Loss: 0.1802 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:35:21 || Estimated Time: 1 day, 19:39:28
2023-08-05 13:45:52,402 semantic_segmentation INFO: Iters: 55440/150000 || Lr: 0.013203 || Task Loss: 0.3299 || KD Loss: 0.1081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:35:36 || Estimated Time: 1 day, 19:39:10
2023-08-05 13:46:08,284 semantic_segmentation INFO: Iters: 55450/150000 || Lr: 0.013202 || Task Loss: 0.2695 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:35:52 || Estimated Time: 1 day, 19:38:52
2023-08-05 13:46:24,148 semantic_segmentation INFO: Iters: 55460/150000 || Lr: 0.013201 || Task Loss: 0.2734 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:36:08 || Estimated Time: 1 day, 19:38:34
2023-08-05 13:46:40,006 semantic_segmentation INFO: Iters: 55470/150000 || Lr: 0.013200 || Task Loss: 0.3244 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:36:24 || Estimated Time: 1 day, 19:38:16
2023-08-05 13:46:55,865 semantic_segmentation INFO: Iters: 55480/150000 || Lr: 0.013198 || Task Loss: 0.2516 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:36:40 || Estimated Time: 1 day, 19:37:58
2023-08-05 13:47:11,724 semantic_segmentation INFO: Iters: 55490/150000 || Lr: 0.013197 || Task Loss: 0.3186 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:36:56 || Estimated Time: 1 day, 19:37:40
2023-08-05 13:47:27,569 semantic_segmentation INFO: Iters: 55500/150000 || Lr: 0.013196 || Task Loss: 0.2497 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:37:12 || Estimated Time: 1 day, 19:37:22
2023-08-05 13:47:43,419 semantic_segmentation INFO: Iters: 55510/150000 || Lr: 0.013195 || Task Loss: 0.4011 || KD Loss: 0.1951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:37:27 || Estimated Time: 1 day, 19:37:05
2023-08-05 13:47:59,303 semantic_segmentation INFO: Iters: 55520/150000 || Lr: 0.013193 || Task Loss: 0.1857 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:37:43 || Estimated Time: 1 day, 19:36:47
2023-08-05 13:48:15,168 semantic_segmentation INFO: Iters: 55530/150000 || Lr: 0.013192 || Task Loss: 0.2508 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:37:59 || Estimated Time: 1 day, 19:36:29
2023-08-05 13:48:31,025 semantic_segmentation INFO: Iters: 55540/150000 || Lr: 0.013191 || Task Loss: 0.2484 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:38:15 || Estimated Time: 1 day, 19:36:11
2023-08-05 13:48:46,872 semantic_segmentation INFO: Iters: 55550/150000 || Lr: 0.013190 || Task Loss: 0.1759 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:38:31 || Estimated Time: 1 day, 19:35:53
2023-08-05 13:49:02,740 semantic_segmentation INFO: Iters: 55560/150000 || Lr: 0.013188 || Task Loss: 0.2960 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:38:47 || Estimated Time: 1 day, 19:35:35
2023-08-05 13:49:18,607 semantic_segmentation INFO: Iters: 55570/150000 || Lr: 0.013187 || Task Loss: 0.1815 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:39:03 || Estimated Time: 1 day, 19:35:17
2023-08-05 13:49:34,444 semantic_segmentation INFO: Iters: 55580/150000 || Lr: 0.013186 || Task Loss: 0.1942 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:39:18 || Estimated Time: 1 day, 19:34:59
2023-08-05 13:49:50,276 semantic_segmentation INFO: Iters: 55590/150000 || Lr: 0.013185 || Task Loss: 0.2896 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:39:34 || Estimated Time: 1 day, 19:34:41
2023-08-05 13:50:06,117 semantic_segmentation INFO: Iters: 55600/150000 || Lr: 0.013183 || Task Loss: 0.2493 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:39:50 || Estimated Time: 1 day, 19:34:23
2023-08-05 13:50:21,961 semantic_segmentation INFO: Iters: 55610/150000 || Lr: 0.013182 || Task Loss: 0.2303 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:40:06 || Estimated Time: 1 day, 19:34:05
2023-08-05 13:50:37,822 semantic_segmentation INFO: Iters: 55620/150000 || Lr: 0.013181 || Task Loss: 0.3121 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:40:22 || Estimated Time: 1 day, 19:33:47
2023-08-05 13:50:53,682 semantic_segmentation INFO: Iters: 55630/150000 || Lr: 0.013180 || Task Loss: 0.1708 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:40:38 || Estimated Time: 1 day, 19:33:30
2023-08-05 13:51:09,534 semantic_segmentation INFO: Iters: 55640/150000 || Lr: 0.013178 || Task Loss: 0.3782 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:40:54 || Estimated Time: 1 day, 19:33:12
2023-08-05 13:51:25,348 semantic_segmentation INFO: Iters: 55650/150000 || Lr: 0.013177 || Task Loss: 0.1635 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:41:09 || Estimated Time: 1 day, 19:32:54
2023-08-05 13:51:41,169 semantic_segmentation INFO: Iters: 55660/150000 || Lr: 0.013176 || Task Loss: 0.3074 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:41:25 || Estimated Time: 1 day, 19:32:36
2023-08-05 13:51:57,008 semantic_segmentation INFO: Iters: 55670/150000 || Lr: 0.013175 || Task Loss: 0.2277 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:41:41 || Estimated Time: 1 day, 19:32:18
2023-08-05 13:52:12,866 semantic_segmentation INFO: Iters: 55680/150000 || Lr: 0.013173 || Task Loss: 0.2475 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:41:57 || Estimated Time: 1 day, 19:32:00
2023-08-05 13:52:28,727 semantic_segmentation INFO: Iters: 55690/150000 || Lr: 0.013172 || Task Loss: 0.2853 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:42:13 || Estimated Time: 1 day, 19:31:42
2023-08-05 13:52:44,562 semantic_segmentation INFO: Iters: 55700/150000 || Lr: 0.013171 || Task Loss: 0.1647 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:42:29 || Estimated Time: 1 day, 19:31:24
2023-08-05 13:53:00,437 semantic_segmentation INFO: Iters: 55710/150000 || Lr: 0.013170 || Task Loss: 0.3404 || KD Loss: 0.1520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:42:44 || Estimated Time: 1 day, 19:31:06
2023-08-05 13:53:16,301 semantic_segmentation INFO: Iters: 55720/150000 || Lr: 0.013168 || Task Loss: 0.2821 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:43:00 || Estimated Time: 1 day, 19:30:48
2023-08-05 13:53:32,175 semantic_segmentation INFO: Iters: 55730/150000 || Lr: 0.013167 || Task Loss: 0.2461 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:43:16 || Estimated Time: 1 day, 19:30:30
2023-08-05 13:53:48,045 semantic_segmentation INFO: Iters: 55740/150000 || Lr: 0.013166 || Task Loss: 0.3007 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:43:32 || Estimated Time: 1 day, 19:30:13
2023-08-05 13:54:03,917 semantic_segmentation INFO: Iters: 55750/150000 || Lr: 0.013165 || Task Loss: 0.2308 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:43:48 || Estimated Time: 1 day, 19:29:55
2023-08-05 13:54:19,808 semantic_segmentation INFO: Iters: 55760/150000 || Lr: 0.013163 || Task Loss: 0.1749 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:44:04 || Estimated Time: 1 day, 19:29:37
2023-08-05 13:54:35,681 semantic_segmentation INFO: Iters: 55770/150000 || Lr: 0.013162 || Task Loss: 0.3221 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:44:20 || Estimated Time: 1 day, 19:29:19
2023-08-05 13:54:51,536 semantic_segmentation INFO: Iters: 55780/150000 || Lr: 0.013161 || Task Loss: 0.4067 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:44:36 || Estimated Time: 1 day, 19:29:01
2023-08-05 13:55:07,382 semantic_segmentation INFO: Iters: 55790/150000 || Lr: 0.013159 || Task Loss: 0.2264 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:44:51 || Estimated Time: 1 day, 19:28:43
2023-08-05 13:55:23,234 semantic_segmentation INFO: Iters: 55800/150000 || Lr: 0.013158 || Task Loss: 0.2074 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:45:07 || Estimated Time: 1 day, 19:28:25
2023-08-05 13:55:39,113 semantic_segmentation INFO: Iters: 55810/150000 || Lr: 0.013157 || Task Loss: 0.1896 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:45:23 || Estimated Time: 1 day, 19:28:07
2023-08-05 13:55:54,976 semantic_segmentation INFO: Iters: 55820/150000 || Lr: 0.013156 || Task Loss: 0.2472 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:45:39 || Estimated Time: 1 day, 19:27:50
2023-08-05 13:56:10,820 semantic_segmentation INFO: Iters: 55830/150000 || Lr: 0.013154 || Task Loss: 0.1277 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:45:55 || Estimated Time: 1 day, 19:27:32
2023-08-05 13:56:26,675 semantic_segmentation INFO: Iters: 55840/150000 || Lr: 0.013153 || Task Loss: 0.2962 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:46:11 || Estimated Time: 1 day, 19:27:14
2023-08-05 13:56:42,537 semantic_segmentation INFO: Iters: 55850/150000 || Lr: 0.013152 || Task Loss: 0.1989 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:26:56
2023-08-05 13:56:58,370 semantic_segmentation INFO: Iters: 55860/150000 || Lr: 0.013151 || Task Loss: 0.1641 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:46:42 || Estimated Time: 1 day, 19:26:38
2023-08-05 13:57:14,189 semantic_segmentation INFO: Iters: 55870/150000 || Lr: 0.013149 || Task Loss: 0.3286 || KD Loss: 0.1379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:46:58 || Estimated Time: 1 day, 19:26:20
2023-08-05 13:57:30,029 semantic_segmentation INFO: Iters: 55880/150000 || Lr: 0.013148 || Task Loss: 0.2208 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:47:14 || Estimated Time: 1 day, 19:26:02
2023-08-05 13:57:45,875 semantic_segmentation INFO: Iters: 55890/150000 || Lr: 0.013147 || Task Loss: 0.3704 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:47:30 || Estimated Time: 1 day, 19:25:44
2023-08-05 13:58:01,728 semantic_segmentation INFO: Iters: 55900/150000 || Lr: 0.013146 || Task Loss: 0.2399 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:47:46 || Estimated Time: 1 day, 19:25:26
2023-08-05 13:58:17,606 semantic_segmentation INFO: Iters: 55910/150000 || Lr: 0.013144 || Task Loss: 0.3211 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:48:02 || Estimated Time: 1 day, 19:25:08
2023-08-05 13:58:33,480 semantic_segmentation INFO: Iters: 55920/150000 || Lr: 0.013143 || Task Loss: 0.2239 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:48:18 || Estimated Time: 1 day, 19:24:51
2023-08-05 13:58:49,356 semantic_segmentation INFO: Iters: 55930/150000 || Lr: 0.013142 || Task Loss: 0.2773 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:48:33 || Estimated Time: 1 day, 19:24:33
2023-08-05 13:59:05,254 semantic_segmentation INFO: Iters: 55940/150000 || Lr: 0.013141 || Task Loss: 0.2002 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:48:49 || Estimated Time: 1 day, 19:24:15
2023-08-05 13:59:21,124 semantic_segmentation INFO: Iters: 55950/150000 || Lr: 0.013139 || Task Loss: 0.1820 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:49:05 || Estimated Time: 1 day, 19:23:57
2023-08-05 13:59:37,005 semantic_segmentation INFO: Iters: 55960/150000 || Lr: 0.013138 || Task Loss: 0.1598 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:49:21 || Estimated Time: 1 day, 19:23:39
2023-08-05 13:59:52,881 semantic_segmentation INFO: Iters: 55970/150000 || Lr: 0.013137 || Task Loss: 0.2860 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:49:37 || Estimated Time: 1 day, 19:23:21
2023-08-05 14:00:08,769 semantic_segmentation INFO: Iters: 55980/150000 || Lr: 0.013136 || Task Loss: 0.1829 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:49:53 || Estimated Time: 1 day, 19:23:03
2023-08-05 14:00:24,664 semantic_segmentation INFO: Iters: 55990/150000 || Lr: 0.013134 || Task Loss: 0.2296 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:50:09 || Estimated Time: 1 day, 19:22:46
2023-08-05 14:00:40,550 semantic_segmentation INFO: Iters: 56000/150000 || Lr: 0.013133 || Task Loss: 0.3192 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:50:25 || Estimated Time: 1 day, 19:22:28
2023-08-05 14:00:40,631 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 14:00:41,417 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.395
2023-08-05 14:00:41,542 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.495
2023-08-05 14:00:41,662 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.511
2023-08-05 14:00:41,779 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.530
2023-08-05 14:00:41,899 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.523
2023-08-05 14:00:42,017 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.526
2023-08-05 14:00:42,138 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.544
2023-08-05 14:00:42,255 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.587
2023-08-05 14:00:42,373 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.639
2023-08-05 14:00:42,490 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.675
2023-08-05 14:00:42,610 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.685
2023-08-05 14:00:42,726 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.685
2023-08-05 14:00:42,845 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.691
2023-08-05 14:00:42,962 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.686
2023-08-05 14:00:43,080 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.682
2023-08-05 14:00:43,197 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.672
2023-08-05 14:00:43,321 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.676
2023-08-05 14:00:43,437 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.681
2023-08-05 14:00:43,554 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.690
2023-08-05 14:00:43,672 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.697
2023-08-05 14:00:43,796 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.697
2023-08-05 14:00:43,912 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.694
2023-08-05 14:00:44,030 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 14:00:44,148 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.698
2023-08-05 14:00:44,264 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-05 14:00:44,383 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-05 14:00:44,499 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 14:00:44,617 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 14:00:44,734 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 14:00:44,854 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.702
2023-08-05 14:00:44,970 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 14:00:45,087 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 14:00:45,204 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 14:00:45,326 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 14:00:45,443 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 14:00:45,560 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 14:00:45,677 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 14:00:45,798 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 14:00:45,915 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 14:00:46,030 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.701
2023-08-05 14:00:46,146 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-05 14:00:46,264 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 14:00:46,387 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 14:00:46,505 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 14:00:46,622 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 14:00:46,740 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 14:00:46,862 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 14:00:46,979 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 14:00:47,096 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-05 14:00:47,213 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-05 14:00:47,336 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 14:00:47,454 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 14:00:47,570 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 14:00:47,688 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.712
2023-08-05 14:00:47,811 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.712
2023-08-05 14:00:47,929 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.712
2023-08-05 14:00:48,046 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 14:00:48,162 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-05 14:00:48,284 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-05 14:00:48,400 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-05 14:00:48,519 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.723
2023-08-05 14:00:48,636 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.723
2023-08-05 14:00:48,754 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.722
2023-08-05 14:00:48,874 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.726
2023-08-05 14:00:48,991 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.726
2023-08-05 14:00:49,108 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.727
2023-08-05 14:00:49,224 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.725
2023-08-05 14:00:49,347 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.725
2023-08-05 14:00:49,464 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.723
2023-08-05 14:00:49,581 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.723
2023-08-05 14:00:49,698 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.724
2023-08-05 14:00:49,822 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.716
2023-08-05 14:00:49,938 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.710
2023-08-05 14:00:50,055 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-05 14:00:50,173 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 14:00:50,291 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 14:00:50,407 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-05 14:00:50,522 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 14:00:50,639 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.710
2023-08-05 14:00:50,755 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-05 14:00:50,877 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-05 14:00:50,993 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-05 14:00:51,110 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-05 14:00:51,227 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.710
2023-08-05 14:00:51,348 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 14:00:51,465 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:51,583 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:51,700 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:51,823 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 14:00:51,940 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.704
2023-08-05 14:00:52,057 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.705
2023-08-05 14:00:52,173 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:52,297 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:52,414 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:52,532 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.707
2023-08-05 14:00:52,647 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:52,766 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:52,888 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:53,004 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 14:00:53,121 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 14:00:53,237 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.708
2023-08-05 14:00:53,357 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.706
2023-08-05 14:00:53,473 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 14:00:53,590 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 14:00:53,707 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 14:00:53,829 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 14:00:53,946 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.705
2023-08-05 14:00:54,063 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.706
2023-08-05 14:00:54,180 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.706
2023-08-05 14:00:54,300 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.706
2023-08-05 14:00:54,417 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.706
2023-08-05 14:00:54,533 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.705
2023-08-05 14:00:54,651 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.705
2023-08-05 14:00:54,768 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.705
2023-08-05 14:00:54,891 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.704
2023-08-05 14:00:55,008 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.704
2023-08-05 14:00:55,125 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.707
2023-08-05 14:00:55,241 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.708
2023-08-05 14:00:55,362 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.709
2023-08-05 14:00:55,479 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.709
2023-08-05 14:00:55,596 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.708
2023-08-05 14:00:55,714 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.708
2023-08-05 14:00:55,838 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.708
2023-08-05 14:00:55,956 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.709
2023-08-05 14:00:56,074 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.709
2023-08-05 14:00:56,192 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.708
2023-08-05 14:00:56,314 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.709
2023-08-05 14:00:56,431 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.709
2023-08-05 14:00:56,549 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.708
2023-08-05 14:00:56,665 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.708
2023-08-05 14:00:56,788 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.708
2023-08-05 14:00:56,905 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.708
2023-08-05 14:00:57,024 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.708
2023-08-05 14:00:57,141 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.707
2023-08-05 14:00:57,263 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.705
2023-08-05 14:00:57,380 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 14:00:57,499 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 14:00:57,616 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 14:00:57,741 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.705
2023-08-05 14:00:57,865 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:57,982 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:58,098 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:58,215 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:58,338 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:58,454 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:58,573 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:58,689 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:58,810 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:58,927 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:59,044 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 14:00:59,161 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:59,278 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:59,400 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:59,516 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:00:59,632 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.936, mIoU: 0.706
2023-08-05 14:00:59,750 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:59,871 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 14:00:59,988 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:01:00,106 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:01:00,224 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 14:01:00,347 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 14:01:00,464 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.936, mIoU: 0.703
2023-08-05 14:01:00,581 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.936, mIoU: 0.702
2023-08-05 14:01:00,697 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.936, mIoU: 0.703
2023-08-05 14:01:00,818 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.936, mIoU: 0.703
2023-08-05 14:01:00,935 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.937, mIoU: 0.702
2023-08-05 14:01:01,051 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.703
2023-08-05 14:01:01,168 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.937, mIoU: 0.703
2023-08-05 14:01:01,291 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.937, mIoU: 0.703
2023-08-05 14:01:01,409 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.703
2023-08-05 14:01:01,526 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.937, mIoU: 0.703
2023-08-05 14:01:01,643 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.938, mIoU: 0.703
2023-08-05 14:01:01,760 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.938, mIoU: 0.703
2023-08-05 14:01:01,880 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.938, mIoU: 0.703
2023-08-05 14:01:01,996 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.938, mIoU: 0.702
2023-08-05 14:01:02,112 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.938, mIoU: 0.702
2023-08-05 14:01:02,229 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 14:01:02,352 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.938, mIoU: 0.702
2023-08-05 14:01:02,469 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.937, mIoU: 0.701
2023-08-05 14:01:02,585 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.937, mIoU: 0.701
2023-08-05 14:01:02,702 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 14:01:02,824 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 14:01:02,941 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.938, mIoU: 0.702
2023-08-05 14:01:03,059 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.938, mIoU: 0.702
2023-08-05 14:01:03,177 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.938, mIoU: 0.702
2023-08-05 14:01:03,293 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.938, mIoU: 0.701
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2023-08-05 14:01:26,569 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.704
2023-08-05 14:01:26,686 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.943, mIoU: 0.704
2023-08-05 14:01:26,804 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.943, mIoU: 0.705
2023-08-05 14:01:26,926 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.943, mIoU: 0.705
2023-08-05 14:01:27,044 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.943, mIoU: 0.705
2023-08-05 14:01:27,161 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 14:01:27,278 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 14:01:27,400 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 14:01:27,517 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:27,635 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:27,753 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:27,876 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:27,994 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:28,112 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:28,228 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:28,351 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:28,468 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:28,586 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:28,703 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:28,820 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 14:01:28,938 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 14:01:29,055 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 14:01:29,172 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 14:01:29,289 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 14:01:29,411 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 14:01:29,528 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 14:01:29,645 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 14:01:29,762 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 14:01:29,887 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 14:01:30,004 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 14:01:30,122 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 14:01:30,239 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 14:01:30,362 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 14:01:30,479 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 14:01:30,597 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 14:01:30,715 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-05 14:01:30,840 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-05 14:01:30,957 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-05 14:01:31,074 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-05 14:01:31,191 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-05 14:01:31,308 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:31,430 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:31,548 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:31,665 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:31,782 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:31,904 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:32,021 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:32,139 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:32,256 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:32,380 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:32,497 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:32,614 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:32,731 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:32,853 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:32,971 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:33,090 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:33,207 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:33,323 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:33,441 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 14:01:33,558 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 14:01:33,675 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 14:01:33,793 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:33,915 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:34,032 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:34,149 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:34,266 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:34,390 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:34,507 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:34,624 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:34,742 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:34,867 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:34,983 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 14:01:35,100 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:35,218 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:35,343 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:35,460 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:35,576 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:35,690 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:35,807 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:35,929 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:36,046 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:36,163 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 14:01:36,282 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:01:36,405 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 14:01:36,522 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 14:01:36,640 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 14:01:36,757 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 14:01:36,881 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 14:01:36,998 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 14:01:37,116 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:37,233 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:37,355 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:37,469 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:37,587 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:37,704 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:37,822 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:37,944 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:38,061 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:38,178 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:38,297 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:38,420 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:38,538 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:38,655 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 14:01:38,771 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-05 14:01:38,894 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-05 14:01:39,012 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-05 14:01:39,130 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-05 14:01:39,247 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-05 14:01:39,370 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:39,487 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:39,604 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:39,721 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:39,847 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:39,964 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:40,087 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:40,204 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:40,321 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:40,443 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-05 14:01:56,407 semantic_segmentation INFO: Iters: 56010/150000 || Lr: 0.013132 || Task Loss: 0.1928 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:51:40 || Estimated Time: 1 day, 19:23:51
2023-08-05 14:02:12,295 semantic_segmentation INFO: Iters: 56020/150000 || Lr: 0.013131 || Task Loss: 0.2302 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:51:56 || Estimated Time: 1 day, 19:23:33
2023-08-05 14:02:28,183 semantic_segmentation INFO: Iters: 56030/150000 || Lr: 0.013129 || Task Loss: 0.1673 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:52:12 || Estimated Time: 1 day, 19:23:15
2023-08-05 14:02:44,081 semantic_segmentation INFO: Iters: 56040/150000 || Lr: 0.013128 || Task Loss: 0.2686 || KD Loss: 0.1152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:22:57
2023-08-05 14:02:59,990 semantic_segmentation INFO: Iters: 56050/150000 || Lr: 0.013127 || Task Loss: 0.3436 || KD Loss: 0.2005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0915|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:22:39
2023-08-05 14:03:15,918 semantic_segmentation INFO: Iters: 56060/150000 || Lr: 0.013126 || Task Loss: 0.1564 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:00 || Estimated Time: 1 day, 19:22:22
2023-08-05 14:03:31,816 semantic_segmentation INFO: Iters: 56070/150000 || Lr: 0.013124 || Task Loss: 0.2430 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:16 || Estimated Time: 1 day, 19:22:04
2023-08-05 14:03:47,698 semantic_segmentation INFO: Iters: 56080/150000 || Lr: 0.013123 || Task Loss: 0.2392 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:32 || Estimated Time: 1 day, 19:21:46
2023-08-05 14:04:03,560 semantic_segmentation INFO: Iters: 56090/150000 || Lr: 0.013122 || Task Loss: 0.2799 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:48 || Estimated Time: 1 day, 19:21:28
2023-08-05 14:04:19,421 semantic_segmentation INFO: Iters: 56100/150000 || Lr: 0.013121 || Task Loss: 0.1848 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:54:03 || Estimated Time: 1 day, 19:21:10
2023-08-05 14:04:35,295 semantic_segmentation INFO: Iters: 56110/150000 || Lr: 0.013119 || Task Loss: 0.1663 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:54:19 || Estimated Time: 1 day, 19:20:52
2023-08-05 14:04:51,142 semantic_segmentation INFO: Iters: 56120/150000 || Lr: 0.013118 || Task Loss: 0.2619 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:54:35 || Estimated Time: 1 day, 19:20:34
2023-08-05 14:05:06,989 semantic_segmentation INFO: Iters: 56130/150000 || Lr: 0.013117 || Task Loss: 0.2888 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:54:51 || Estimated Time: 1 day, 19:20:16
2023-08-05 14:05:22,824 semantic_segmentation INFO: Iters: 56140/150000 || Lr: 0.013115 || Task Loss: 0.2014 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:55:07 || Estimated Time: 1 day, 19:19:58
2023-08-05 14:05:38,671 semantic_segmentation INFO: Iters: 56150/150000 || Lr: 0.013114 || Task Loss: 0.2796 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:55:23 || Estimated Time: 1 day, 19:19:40
2023-08-05 14:05:54,503 semantic_segmentation INFO: Iters: 56160/150000 || Lr: 0.013113 || Task Loss: 0.3246 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:55:39 || Estimated Time: 1 day, 19:19:23
2023-08-05 14:06:10,319 semantic_segmentation INFO: Iters: 56170/150000 || Lr: 0.013112 || Task Loss: 0.2805 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:55:54 || Estimated Time: 1 day, 19:19:05
2023-08-05 14:06:26,149 semantic_segmentation INFO: Iters: 56180/150000 || Lr: 0.013110 || Task Loss: 0.2180 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:56:10 || Estimated Time: 1 day, 19:18:47
2023-08-05 14:06:42,018 semantic_segmentation INFO: Iters: 56190/150000 || Lr: 0.013109 || Task Loss: 0.1625 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:56:26 || Estimated Time: 1 day, 19:18:29
2023-08-05 14:06:57,885 semantic_segmentation INFO: Iters: 56200/150000 || Lr: 0.013108 || Task Loss: 0.2482 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:56:42 || Estimated Time: 1 day, 19:18:11
2023-08-05 14:07:13,759 semantic_segmentation INFO: Iters: 56210/150000 || Lr: 0.013107 || Task Loss: 0.4696 || KD Loss: 0.1391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:56:58 || Estimated Time: 1 day, 19:17:53
2023-08-05 14:07:29,624 semantic_segmentation INFO: Iters: 56220/150000 || Lr: 0.013105 || Task Loss: 0.4238 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:57:14 || Estimated Time: 1 day, 19:17:35
2023-08-05 14:07:45,486 semantic_segmentation INFO: Iters: 56230/150000 || Lr: 0.013104 || Task Loss: 0.3815 || KD Loss: 0.1423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:57:30 || Estimated Time: 1 day, 19:17:17
2023-08-05 14:08:01,347 semantic_segmentation INFO: Iters: 56240/150000 || Lr: 0.013103 || Task Loss: 0.2019 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:57:45 || Estimated Time: 1 day, 19:16:59
2023-08-05 14:08:17,216 semantic_segmentation INFO: Iters: 56250/150000 || Lr: 0.013102 || Task Loss: 0.2598 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:58:01 || Estimated Time: 1 day, 19:16:42
2023-08-05 14:08:33,106 semantic_segmentation INFO: Iters: 56260/150000 || Lr: 0.013100 || Task Loss: 0.2779 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:58:17 || Estimated Time: 1 day, 19:16:24
2023-08-05 14:08:48,973 semantic_segmentation INFO: Iters: 56270/150000 || Lr: 0.013099 || Task Loss: 0.3095 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:58:33 || Estimated Time: 1 day, 19:16:06
2023-08-05 14:09:04,865 semantic_segmentation INFO: Iters: 56280/150000 || Lr: 0.013098 || Task Loss: 0.6340 || KD Loss: 0.2908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:58:49 || Estimated Time: 1 day, 19:15:48
2023-08-05 14:09:20,735 semantic_segmentation INFO: Iters: 56290/150000 || Lr: 0.013097 || Task Loss: 0.3591 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:59:05 || Estimated Time: 1 day, 19:15:30
2023-08-05 14:09:36,597 semantic_segmentation INFO: Iters: 56300/150000 || Lr: 0.013095 || Task Loss: 0.2939 || KD Loss: 0.0948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:59:21 || Estimated Time: 1 day, 19:15:12
2023-08-05 14:09:52,418 semantic_segmentation INFO: Iters: 56310/150000 || Lr: 0.013094 || Task Loss: 0.3740 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:59:36 || Estimated Time: 1 day, 19:14:54
2023-08-05 14:10:08,267 semantic_segmentation INFO: Iters: 56320/150000 || Lr: 0.013093 || Task Loss: 0.3176 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:59:52 || Estimated Time: 1 day, 19:14:36
2023-08-05 14:10:24,102 semantic_segmentation INFO: Iters: 56330/150000 || Lr: 0.013092 || Task Loss: 0.3482 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:14:18
2023-08-05 14:10:39,933 semantic_segmentation INFO: Iters: 56340/150000 || Lr: 0.013090 || Task Loss: 0.1926 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:14:01
2023-08-05 14:10:55,761 semantic_segmentation INFO: Iters: 56350/150000 || Lr: 0.013089 || Task Loss: 0.2361 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:13:43
2023-08-05 14:11:11,582 semantic_segmentation INFO: Iters: 56360/150000 || Lr: 0.013088 || Task Loss: 0.2671 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:00:56 || Estimated Time: 1 day, 19:13:25
2023-08-05 14:11:27,401 semantic_segmentation INFO: Iters: 56370/150000 || Lr: 0.013087 || Task Loss: 0.2262 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:01:11 || Estimated Time: 1 day, 19:13:07
2023-08-05 14:11:43,219 semantic_segmentation INFO: Iters: 56380/150000 || Lr: 0.013085 || Task Loss: 0.2301 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:01:27 || Estimated Time: 1 day, 19:12:49
2023-08-05 14:11:59,024 semantic_segmentation INFO: Iters: 56390/150000 || Lr: 0.013084 || Task Loss: 0.3795 || KD Loss: 0.1247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:01:43 || Estimated Time: 1 day, 19:12:31
2023-08-05 14:12:14,896 semantic_segmentation INFO: Iters: 56400/150000 || Lr: 0.013083 || Task Loss: 0.2454 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:01:59 || Estimated Time: 1 day, 19:12:13
2023-08-05 14:12:30,754 semantic_segmentation INFO: Iters: 56410/150000 || Lr: 0.013082 || Task Loss: 0.2973 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:02:15 || Estimated Time: 1 day, 19:11:55
2023-08-05 14:12:46,614 semantic_segmentation INFO: Iters: 56420/150000 || Lr: 0.013080 || Task Loss: 0.2816 || KD Loss: 0.1757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:02:31 || Estimated Time: 1 day, 19:11:37
2023-08-05 14:13:02,478 semantic_segmentation INFO: Iters: 56430/150000 || Lr: 0.013079 || Task Loss: 0.3798 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:02:47 || Estimated Time: 1 day, 19:11:19
2023-08-05 14:13:18,330 semantic_segmentation INFO: Iters: 56440/150000 || Lr: 0.013078 || Task Loss: 0.2426 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:03:02 || Estimated Time: 1 day, 19:11:02
2023-08-05 14:13:34,185 semantic_segmentation INFO: Iters: 56450/150000 || Lr: 0.013076 || Task Loss: 0.1916 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:03:18 || Estimated Time: 1 day, 19:10:44
2023-08-05 14:13:50,055 semantic_segmentation INFO: Iters: 56460/150000 || Lr: 0.013075 || Task Loss: 0.2126 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:03:34 || Estimated Time: 1 day, 19:10:26
2023-08-05 14:14:05,922 semantic_segmentation INFO: Iters: 56470/150000 || Lr: 0.013074 || Task Loss: 0.2445 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:03:50 || Estimated Time: 1 day, 19:10:08
2023-08-05 14:14:21,800 semantic_segmentation INFO: Iters: 56480/150000 || Lr: 0.013073 || Task Loss: 0.3761 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:04:06 || Estimated Time: 1 day, 19:09:50
2023-08-05 14:14:37,682 semantic_segmentation INFO: Iters: 56490/150000 || Lr: 0.013071 || Task Loss: 0.2938 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:09:32
2023-08-05 14:14:53,566 semantic_segmentation INFO: Iters: 56500/150000 || Lr: 0.013070 || Task Loss: 0.2361 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:09:14
2023-08-05 14:15:09,469 semantic_segmentation INFO: Iters: 56510/150000 || Lr: 0.013069 || Task Loss: 0.2296 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:08:57
2023-08-05 14:15:25,342 semantic_segmentation INFO: Iters: 56520/150000 || Lr: 0.013068 || Task Loss: 0.1601 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:09 || Estimated Time: 1 day, 19:08:39
2023-08-05 14:15:41,208 semantic_segmentation INFO: Iters: 56530/150000 || Lr: 0.013066 || Task Loss: 0.4367 || KD Loss: 0.1392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:25 || Estimated Time: 1 day, 19:08:21
2023-08-05 14:15:57,048 semantic_segmentation INFO: Iters: 56540/150000 || Lr: 0.013065 || Task Loss: 0.2640 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:41 || Estimated Time: 1 day, 19:08:03
2023-08-05 14:16:12,896 semantic_segmentation INFO: Iters: 56550/150000 || Lr: 0.013064 || Task Loss: 0.1675 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:57 || Estimated Time: 1 day, 19:07:45
2023-08-05 14:16:28,743 semantic_segmentation INFO: Iters: 56560/150000 || Lr: 0.013063 || Task Loss: 0.2185 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:06:13 || Estimated Time: 1 day, 19:07:27
2023-08-05 14:16:44,591 semantic_segmentation INFO: Iters: 56570/150000 || Lr: 0.013061 || Task Loss: 0.1583 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:06:29 || Estimated Time: 1 day, 19:07:09
2023-08-05 14:17:00,432 semantic_segmentation INFO: Iters: 56580/150000 || Lr: 0.013060 || Task Loss: 0.2161 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:06:44 || Estimated Time: 1 day, 19:06:51
2023-08-05 14:17:16,264 semantic_segmentation INFO: Iters: 56590/150000 || Lr: 0.013059 || Task Loss: 0.1640 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:07:00 || Estimated Time: 1 day, 19:06:34
2023-08-05 14:17:32,109 semantic_segmentation INFO: Iters: 56600/150000 || Lr: 0.013058 || Task Loss: 0.2382 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:07:16 || Estimated Time: 1 day, 19:06:16
2023-08-05 14:17:47,942 semantic_segmentation INFO: Iters: 56610/150000 || Lr: 0.013056 || Task Loss: 0.3462 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:07:32 || Estimated Time: 1 day, 19:05:58
2023-08-05 14:18:03,812 semantic_segmentation INFO: Iters: 56620/150000 || Lr: 0.013055 || Task Loss: 0.1623 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:07:48 || Estimated Time: 1 day, 19:05:40
2023-08-05 14:18:19,669 semantic_segmentation INFO: Iters: 56630/150000 || Lr: 0.013054 || Task Loss: 0.2015 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:04 || Estimated Time: 1 day, 19:05:22
2023-08-05 14:18:35,529 semantic_segmentation INFO: Iters: 56640/150000 || Lr: 0.013053 || Task Loss: 0.2087 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:20 || Estimated Time: 1 day, 19:05:04
2023-08-05 14:18:51,386 semantic_segmentation INFO: Iters: 56650/150000 || Lr: 0.013051 || Task Loss: 0.6365 || KD Loss: 0.2623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:35 || Estimated Time: 1 day, 19:04:46
2023-08-05 14:19:07,256 semantic_segmentation INFO: Iters: 56660/150000 || Lr: 0.013050 || Task Loss: 0.3860 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:51 || Estimated Time: 1 day, 19:04:29
2023-08-05 14:19:23,110 semantic_segmentation INFO: Iters: 56670/150000 || Lr: 0.013049 || Task Loss: 0.1501 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:09:07 || Estimated Time: 1 day, 19:04:11
2023-08-05 14:19:38,961 semantic_segmentation INFO: Iters: 56680/150000 || Lr: 0.013048 || Task Loss: 0.1954 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:09:23 || Estimated Time: 1 day, 19:03:53
2023-08-05 14:19:54,794 semantic_segmentation INFO: Iters: 56690/150000 || Lr: 0.013046 || Task Loss: 0.3583 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:09:39 || Estimated Time: 1 day, 19:03:35
2023-08-05 14:20:10,628 semantic_segmentation INFO: Iters: 56700/150000 || Lr: 0.013045 || Task Loss: 0.3831 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:09:55 || Estimated Time: 1 day, 19:03:17
2023-08-05 14:20:26,460 semantic_segmentation INFO: Iters: 56710/150000 || Lr: 0.013044 || Task Loss: 0.2234 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:10:10 || Estimated Time: 1 day, 19:02:59
2023-08-05 14:20:42,305 semantic_segmentation INFO: Iters: 56720/150000 || Lr: 0.013043 || Task Loss: 0.2356 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:10:26 || Estimated Time: 1 day, 19:02:41
2023-08-05 14:20:58,135 semantic_segmentation INFO: Iters: 56730/150000 || Lr: 0.013041 || Task Loss: 0.2528 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:10:42 || Estimated Time: 1 day, 19:02:23
2023-08-05 14:21:13,993 semantic_segmentation INFO: Iters: 56740/150000 || Lr: 0.013040 || Task Loss: 0.3071 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:10:58 || Estimated Time: 1 day, 19:02:05
2023-08-05 14:21:29,825 semantic_segmentation INFO: Iters: 56750/150000 || Lr: 0.013039 || Task Loss: 0.1793 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:11:14 || Estimated Time: 1 day, 19:01:48
2023-08-05 14:21:45,643 semantic_segmentation INFO: Iters: 56760/150000 || Lr: 0.013037 || Task Loss: 0.1629 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:11:30 || Estimated Time: 1 day, 19:01:30
2023-08-05 14:22:01,473 semantic_segmentation INFO: Iters: 56770/150000 || Lr: 0.013036 || Task Loss: 0.2581 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:11:46 || Estimated Time: 1 day, 19:01:12
2023-08-05 14:22:17,295 semantic_segmentation INFO: Iters: 56780/150000 || Lr: 0.013035 || Task Loss: 0.2826 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:12:01 || Estimated Time: 1 day, 19:00:54
2023-08-05 14:22:33,137 semantic_segmentation INFO: Iters: 56790/150000 || Lr: 0.013034 || Task Loss: 0.2426 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:00:36
2023-08-05 14:22:48,983 semantic_segmentation INFO: Iters: 56800/150000 || Lr: 0.013032 || Task Loss: 0.1591 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 19:00:18
2023-08-05 14:22:49,065 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 14:22:49,846 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.396
2023-08-05 14:22:49,971 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.480
2023-08-05 14:22:50,091 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.500
2023-08-05 14:22:50,208 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.537
2023-08-05 14:22:50,328 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.528
2023-08-05 14:22:50,445 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.527
2023-08-05 14:22:50,565 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.545
2023-08-05 14:22:50,681 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.582
2023-08-05 14:22:50,799 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.631
2023-08-05 14:22:50,916 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.674
2023-08-05 14:22:51,036 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.676
2023-08-05 14:22:51,151 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.683
2023-08-05 14:22:51,270 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.695
2023-08-05 14:22:51,387 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.694
2023-08-05 14:22:51,505 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.678
2023-08-05 14:22:51,622 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.670
2023-08-05 14:22:51,745 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.672
2023-08-05 14:22:51,862 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.674
2023-08-05 14:22:51,980 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.681
2023-08-05 14:22:52,096 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.690
2023-08-05 14:22:52,221 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.692
2023-08-05 14:22:52,338 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.696
2023-08-05 14:22:52,460 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.696
2023-08-05 14:22:52,579 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.703
2023-08-05 14:22:52,695 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-05 14:22:52,812 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-05 14:22:52,930 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 14:22:53,046 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 14:22:53,162 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 14:22:53,283 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 14:22:53,399 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 14:22:53,515 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-05 14:22:53,633 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 14:22:53,756 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-05 14:22:53,872 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-05 14:22:53,989 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-05 14:22:54,106 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 14:22:54,232 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 14:22:54,348 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 14:22:54,464 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 14:22:54,580 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 14:22:54,698 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 14:22:54,816 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 14:22:54,933 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 14:22:55,050 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 14:22:55,169 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 14:22:55,291 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 14:22:55,409 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-05 14:22:55,528 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-05 14:22:55,645 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 14:22:55,768 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 14:22:55,885 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 14:22:56,002 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 14:22:56,118 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-05 14:22:56,240 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-05 14:22:56,356 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 14:22:56,473 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 14:22:56,590 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 14:22:56,712 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-05 14:22:56,829 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 14:22:56,948 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-05 14:22:57,065 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.725
2023-08-05 14:22:57,182 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-05 14:22:57,303 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.725
2023-08-05 14:22:57,422 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-05 14:22:57,539 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-05 14:22:57,656 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-05 14:22:57,785 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-05 14:22:57,901 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-05 14:22:58,018 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-05 14:22:58,135 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-05 14:22:58,258 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-05 14:22:58,376 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 14:22:58,492 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 14:22:58,608 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-05 14:22:58,730 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 14:22:58,846 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 14:22:58,962 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 14:22:59,077 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-05 14:22:59,194 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 14:22:59,315 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-05 14:22:59,432 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 14:22:59,548 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 14:22:59,665 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-05 14:22:59,785 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-05 14:22:59,902 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-05 14:23:00,019 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-05 14:23:00,138 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-05 14:23:00,261 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.708
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2023-08-05 14:23:46,817 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.699
2023-08-05 14:23:46,933 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.699
2023-08-05 14:23:47,051 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.699
2023-08-05 14:23:47,167 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.700
2023-08-05 14:23:47,290 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.700
2023-08-05 14:23:47,407 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.700
2023-08-05 14:23:47,524 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.700
2023-08-05 14:23:47,641 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.700
2023-08-05 14:23:47,763 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:23:47,882 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:23:48,000 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:23:48,116 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:23:48,232 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:23:48,354 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:23:48,472 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:23:48,589 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:23:48,706 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:23:48,827 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-05 14:24:04,735 semantic_segmentation INFO: Iters: 56810/150000 || Lr: 0.013031 || Task Loss: 0.2076 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:13:49 || Estimated Time: 1 day, 19:01:39
2023-08-05 14:24:20,585 semantic_segmentation INFO: Iters: 56820/150000 || Lr: 0.013030 || Task Loss: 0.2635 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:14:05 || Estimated Time: 1 day, 19:01:21
2023-08-05 14:24:36,459 semantic_segmentation INFO: Iters: 56830/150000 || Lr: 0.013029 || Task Loss: 0.2494 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:14:20 || Estimated Time: 1 day, 19:01:03
2023-08-05 14:24:52,317 semantic_segmentation INFO: Iters: 56840/150000 || Lr: 0.013027 || Task Loss: 0.1612 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:14:36 || Estimated Time: 1 day, 19:00:45
2023-08-05 14:25:08,170 semantic_segmentation INFO: Iters: 56850/150000 || Lr: 0.013026 || Task Loss: 0.2599 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:14:52 || Estimated Time: 1 day, 19:00:27
2023-08-05 14:25:24,024 semantic_segmentation INFO: Iters: 56860/150000 || Lr: 0.013025 || Task Loss: 0.2627 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:15:08 || Estimated Time: 1 day, 19:00:09
2023-08-05 14:25:39,888 semantic_segmentation INFO: Iters: 56870/150000 || Lr: 0.013024 || Task Loss: 0.2146 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:15:24 || Estimated Time: 1 day, 18:59:51
2023-08-05 14:25:55,754 semantic_segmentation INFO: Iters: 56880/150000 || Lr: 0.013022 || Task Loss: 0.2497 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:15:40 || Estimated Time: 1 day, 18:59:33
2023-08-05 14:26:11,639 semantic_segmentation INFO: Iters: 56890/150000 || Lr: 0.013021 || Task Loss: 0.1674 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:15:56 || Estimated Time: 1 day, 18:59:16
2023-08-05 14:26:27,509 semantic_segmentation INFO: Iters: 56900/150000 || Lr: 0.013020 || Task Loss: 0.3459 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:16:12 || Estimated Time: 1 day, 18:58:58
2023-08-05 14:26:43,363 semantic_segmentation INFO: Iters: 56910/150000 || Lr: 0.013019 || Task Loss: 0.2043 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:16:27 || Estimated Time: 1 day, 18:58:40
2023-08-05 14:26:59,195 semantic_segmentation INFO: Iters: 56920/150000 || Lr: 0.013017 || Task Loss: 0.1962 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:16:43 || Estimated Time: 1 day, 18:58:22
2023-08-05 14:27:15,044 semantic_segmentation INFO: Iters: 56930/150000 || Lr: 0.013016 || Task Loss: 0.3530 || KD Loss: 0.1836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:16:59 || Estimated Time: 1 day, 18:58:04
2023-08-05 14:27:30,877 semantic_segmentation INFO: Iters: 56940/150000 || Lr: 0.013015 || Task Loss: 0.2033 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:17:15 || Estimated Time: 1 day, 18:57:46
2023-08-05 14:27:46,729 semantic_segmentation INFO: Iters: 56950/150000 || Lr: 0.013014 || Task Loss: 0.2033 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:17:31 || Estimated Time: 1 day, 18:57:28
2023-08-05 14:28:02,547 semantic_segmentation INFO: Iters: 56960/150000 || Lr: 0.013012 || Task Loss: 0.4342 || KD Loss: 0.1911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:17:47 || Estimated Time: 1 day, 18:57:10
2023-08-05 14:28:18,374 semantic_segmentation INFO: Iters: 56970/150000 || Lr: 0.013011 || Task Loss: 0.4093 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:18:02 || Estimated Time: 1 day, 18:56:52
2023-08-05 14:28:34,206 semantic_segmentation INFO: Iters: 56980/150000 || Lr: 0.013010 || Task Loss: 0.1477 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:18:18 || Estimated Time: 1 day, 18:56:35
2023-08-05 14:28:50,064 semantic_segmentation INFO: Iters: 56990/150000 || Lr: 0.013009 || Task Loss: 0.4125 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:56:17
2023-08-05 14:29:05,916 semantic_segmentation INFO: Iters: 57000/150000 || Lr: 0.013007 || Task Loss: 0.2519 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:55:59
2023-08-05 14:29:21,760 semantic_segmentation INFO: Iters: 57010/150000 || Lr: 0.013006 || Task Loss: 0.3105 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:19:06 || Estimated Time: 1 day, 18:55:41
2023-08-05 14:29:37,636 semantic_segmentation INFO: Iters: 57020/150000 || Lr: 0.013005 || Task Loss: 0.3000 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:19:22 || Estimated Time: 1 day, 18:55:23
2023-08-05 14:29:53,506 semantic_segmentation INFO: Iters: 57030/150000 || Lr: 0.013004 || Task Loss: 0.2263 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:19:38 || Estimated Time: 1 day, 18:55:05
2023-08-05 14:30:09,347 semantic_segmentation INFO: Iters: 57040/150000 || Lr: 0.013002 || Task Loss: 0.1774 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:19:53 || Estimated Time: 1 day, 18:54:47
2023-08-05 14:30:25,176 semantic_segmentation INFO: Iters: 57050/150000 || Lr: 0.013001 || Task Loss: 0.2385 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:20:09 || Estimated Time: 1 day, 18:54:29
2023-08-05 14:30:41,025 semantic_segmentation INFO: Iters: 57060/150000 || Lr: 0.013000 || Task Loss: 0.2025 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:20:25 || Estimated Time: 1 day, 18:54:12
2023-08-05 14:30:56,901 semantic_segmentation INFO: Iters: 57070/150000 || Lr: 0.012998 || Task Loss: 0.2661 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:20:41 || Estimated Time: 1 day, 18:53:54
2023-08-05 14:31:12,772 semantic_segmentation INFO: Iters: 57080/150000 || Lr: 0.012997 || Task Loss: 0.2029 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:20:57 || Estimated Time: 1 day, 18:53:36
2023-08-05 14:31:28,656 semantic_segmentation INFO: Iters: 57090/150000 || Lr: 0.012996 || Task Loss: 0.5528 || KD Loss: 0.3071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:21:13 || Estimated Time: 1 day, 18:53:18
2023-08-05 14:31:44,535 semantic_segmentation INFO: Iters: 57100/150000 || Lr: 0.012995 || Task Loss: 0.1744 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:21:29 || Estimated Time: 1 day, 18:53:00
2023-08-05 14:32:00,401 semantic_segmentation INFO: Iters: 57110/150000 || Lr: 0.012993 || Task Loss: 0.2662 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:21:44 || Estimated Time: 1 day, 18:52:42
2023-08-05 14:32:16,273 semantic_segmentation INFO: Iters: 57120/150000 || Lr: 0.012992 || Task Loss: 0.2590 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:22:00 || Estimated Time: 1 day, 18:52:25
2023-08-05 14:32:32,141 semantic_segmentation INFO: Iters: 57130/150000 || Lr: 0.012991 || Task Loss: 0.2302 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:22:16 || Estimated Time: 1 day, 18:52:07
2023-08-05 14:32:48,034 semantic_segmentation INFO: Iters: 57140/150000 || Lr: 0.012990 || Task Loss: 0.2162 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:22:32 || Estimated Time: 1 day, 18:51:49
2023-08-05 14:33:03,908 semantic_segmentation INFO: Iters: 57150/150000 || Lr: 0.012988 || Task Loss: 0.2671 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:22:48 || Estimated Time: 1 day, 18:51:31
2023-08-05 14:33:19,790 semantic_segmentation INFO: Iters: 57160/150000 || Lr: 0.012987 || Task Loss: 0.2852 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:04 || Estimated Time: 1 day, 18:51:13
2023-08-05 14:33:35,683 semantic_segmentation INFO: Iters: 57170/150000 || Lr: 0.012986 || Task Loss: 0.2258 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:20 || Estimated Time: 1 day, 18:50:56
2023-08-05 14:33:51,550 semantic_segmentation INFO: Iters: 57180/150000 || Lr: 0.012985 || Task Loss: 0.3349 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:36 || Estimated Time: 1 day, 18:50:38
2023-08-05 14:34:07,429 semantic_segmentation INFO: Iters: 57190/150000 || Lr: 0.012983 || Task Loss: 0.2196 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:51 || Estimated Time: 1 day, 18:50:20
2023-08-05 14:34:23,300 semantic_segmentation INFO: Iters: 57200/150000 || Lr: 0.012982 || Task Loss: 0.4122 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:24:07 || Estimated Time: 1 day, 18:50:02
2023-08-05 14:34:39,157 semantic_segmentation INFO: Iters: 57210/150000 || Lr: 0.012981 || Task Loss: 0.4613 || KD Loss: 0.1775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:24:23 || Estimated Time: 1 day, 18:49:44
2023-08-05 14:34:55,039 semantic_segmentation INFO: Iters: 57220/150000 || Lr: 0.012980 || Task Loss: 0.1222 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:49:26
2023-08-05 14:35:10,908 semantic_segmentation INFO: Iters: 57230/150000 || Lr: 0.012978 || Task Loss: 0.3255 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:49:09
2023-08-05 14:35:26,772 semantic_segmentation INFO: Iters: 57240/150000 || Lr: 0.012977 || Task Loss: 0.1779 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:25:11 || Estimated Time: 1 day, 18:48:51
2023-08-05 14:35:42,602 semantic_segmentation INFO: Iters: 57250/150000 || Lr: 0.012976 || Task Loss: 0.2772 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:25:27 || Estimated Time: 1 day, 18:48:33
2023-08-05 14:35:58,462 semantic_segmentation INFO: Iters: 57260/150000 || Lr: 0.012975 || Task Loss: 0.1420 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:25:43 || Estimated Time: 1 day, 18:48:15
2023-08-05 14:36:14,343 semantic_segmentation INFO: Iters: 57270/150000 || Lr: 0.012973 || Task Loss: 0.2189 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:25:58 || Estimated Time: 1 day, 18:47:57
2023-08-05 14:36:30,182 semantic_segmentation INFO: Iters: 57280/150000 || Lr: 0.012972 || Task Loss: 0.3109 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:26:14 || Estimated Time: 1 day, 18:47:39
2023-08-05 14:36:46,036 semantic_segmentation INFO: Iters: 57290/150000 || Lr: 0.012971 || Task Loss: 0.1894 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:26:30 || Estimated Time: 1 day, 18:47:22
2023-08-05 14:37:01,908 semantic_segmentation INFO: Iters: 57300/150000 || Lr: 0.012970 || Task Loss: 0.3766 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:26:46 || Estimated Time: 1 day, 18:47:04
2023-08-05 14:37:17,775 semantic_segmentation INFO: Iters: 57310/150000 || Lr: 0.012968 || Task Loss: 0.2499 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:27:02 || Estimated Time: 1 day, 18:46:46
2023-08-05 14:37:33,631 semantic_segmentation INFO: Iters: 57320/150000 || Lr: 0.012967 || Task Loss: 0.3157 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:27:18 || Estimated Time: 1 day, 18:46:28
2023-08-05 14:37:49,475 semantic_segmentation INFO: Iters: 57330/150000 || Lr: 0.012966 || Task Loss: 0.2083 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:27:34 || Estimated Time: 1 day, 18:46:10
2023-08-05 14:38:05,349 semantic_segmentation INFO: Iters: 57340/150000 || Lr: 0.012964 || Task Loss: 0.1962 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:27:49 || Estimated Time: 1 day, 18:45:52
2023-08-05 14:38:21,201 semantic_segmentation INFO: Iters: 57350/150000 || Lr: 0.012963 || Task Loss: 0.1931 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:28:05 || Estimated Time: 1 day, 18:45:35
2023-08-05 14:38:37,060 semantic_segmentation INFO: Iters: 57360/150000 || Lr: 0.012962 || Task Loss: 0.2717 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:28:21 || Estimated Time: 1 day, 18:45:17
2023-08-05 14:38:52,926 semantic_segmentation INFO: Iters: 57370/150000 || Lr: 0.012961 || Task Loss: 0.2895 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:28:37 || Estimated Time: 1 day, 18:44:59
2023-08-05 14:39:08,782 semantic_segmentation INFO: Iters: 57380/150000 || Lr: 0.012959 || Task Loss: 0.1500 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:28:53 || Estimated Time: 1 day, 18:44:41
2023-08-05 14:39:24,616 semantic_segmentation INFO: Iters: 57390/150000 || Lr: 0.012958 || Task Loss: 0.1935 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:09 || Estimated Time: 1 day, 18:44:23
2023-08-05 14:39:40,493 semantic_segmentation INFO: Iters: 57400/150000 || Lr: 0.012957 || Task Loss: 0.1720 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:25 || Estimated Time: 1 day, 18:44:05
2023-08-05 14:39:56,356 semantic_segmentation INFO: Iters: 57410/150000 || Lr: 0.012956 || Task Loss: 0.2116 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:40 || Estimated Time: 1 day, 18:43:48
2023-08-05 14:40:12,209 semantic_segmentation INFO: Iters: 57420/150000 || Lr: 0.012954 || Task Loss: 0.2626 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:56 || Estimated Time: 1 day, 18:43:30
2023-08-05 14:40:28,059 semantic_segmentation INFO: Iters: 57430/150000 || Lr: 0.012953 || Task Loss: 0.3134 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:30:12 || Estimated Time: 1 day, 18:43:12
2023-08-05 14:40:43,905 semantic_segmentation INFO: Iters: 57440/150000 || Lr: 0.012952 || Task Loss: 0.3058 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:30:28 || Estimated Time: 1 day, 18:42:54
2023-08-05 14:40:59,771 semantic_segmentation INFO: Iters: 57450/150000 || Lr: 0.012951 || Task Loss: 0.1892 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:30:44 || Estimated Time: 1 day, 18:42:36
2023-08-05 14:41:15,632 semantic_segmentation INFO: Iters: 57460/150000 || Lr: 0.012949 || Task Loss: 0.1509 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:42:18
2023-08-05 14:41:31,485 semantic_segmentation INFO: Iters: 57470/150000 || Lr: 0.012948 || Task Loss: 0.3423 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:42:01
2023-08-05 14:41:47,345 semantic_segmentation INFO: Iters: 57480/150000 || Lr: 0.012947 || Task Loss: 0.2984 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:31:31 || Estimated Time: 1 day, 18:41:43
2023-08-05 14:42:03,201 semantic_segmentation INFO: Iters: 57490/150000 || Lr: 0.012946 || Task Loss: 0.1758 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:31:47 || Estimated Time: 1 day, 18:41:25
2023-08-05 14:42:19,033 semantic_segmentation INFO: Iters: 57500/150000 || Lr: 0.012944 || Task Loss: 0.2212 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:32:03 || Estimated Time: 1 day, 18:41:07
2023-08-05 14:42:34,869 semantic_segmentation INFO: Iters: 57510/150000 || Lr: 0.012943 || Task Loss: 0.2944 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:32:19 || Estimated Time: 1 day, 18:40:49
2023-08-05 14:42:50,698 semantic_segmentation INFO: Iters: 57520/150000 || Lr: 0.012942 || Task Loss: 0.2024 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:32:35 || Estimated Time: 1 day, 18:40:31
2023-08-05 14:43:06,547 semantic_segmentation INFO: Iters: 57530/150000 || Lr: 0.012941 || Task Loss: 0.2814 || KD Loss: 0.1200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:32:51 || Estimated Time: 1 day, 18:40:13
2023-08-05 14:43:22,382 semantic_segmentation INFO: Iters: 57540/150000 || Lr: 0.012939 || Task Loss: 0.2117 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:33:06 || Estimated Time: 1 day, 18:39:56
2023-08-05 14:43:38,227 semantic_segmentation INFO: Iters: 57550/150000 || Lr: 0.012938 || Task Loss: 0.1057 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:33:22 || Estimated Time: 1 day, 18:39:38
2023-08-05 14:43:54,080 semantic_segmentation INFO: Iters: 57560/150000 || Lr: 0.012937 || Task Loss: 0.2577 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:33:38 || Estimated Time: 1 day, 18:39:20
2023-08-05 14:44:09,922 semantic_segmentation INFO: Iters: 57570/150000 || Lr: 0.012936 || Task Loss: 0.3705 || KD Loss: 0.2931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:33:54 || Estimated Time: 1 day, 18:39:02
2023-08-05 14:44:25,909 semantic_segmentation INFO: Iters: 57580/150000 || Lr: 0.012934 || Task Loss: 0.2160 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:10 || Estimated Time: 1 day, 18:38:44
2023-08-05 14:44:42,224 semantic_segmentation INFO: Iters: 57590/150000 || Lr: 0.012933 || Task Loss: 0.4226 || KD Loss: 0.2236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:26 || Estimated Time: 1 day, 18:38:27
2023-08-05 14:44:58,447 semantic_segmentation INFO: Iters: 57600/150000 || Lr: 0.012932 || Task Loss: 0.1674 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:42 || Estimated Time: 1 day, 18:38:10
2023-08-05 14:44:58,525 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 14:44:59,372 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.949, mIoU: 0.400
2023-08-05 14:44:59,492 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.455
2023-08-05 14:44:59,611 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.476
2023-08-05 14:44:59,737 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.513
2023-08-05 14:44:59,858 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.504
2023-08-05 14:44:59,996 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.504
2023-08-05 14:45:00,117 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.525
2023-08-05 14:45:00,234 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.526
2023-08-05 14:45:00,353 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.576
2023-08-05 14:45:00,471 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.619
2023-08-05 14:45:00,588 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.625
2023-08-05 14:45:00,706 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.619
2023-08-05 14:45:00,841 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.622
2023-08-05 14:45:00,970 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.942, mIoU: 0.624
2023-08-05 14:45:01,094 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.625
2023-08-05 14:45:01,213 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.940, mIoU: 0.620
2023-08-05 14:45:01,332 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.625
2023-08-05 14:45:01,449 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.629
2023-08-05 14:45:01,567 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.638
2023-08-05 14:45:01,685 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.647
2023-08-05 14:45:01,802 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.649
2023-08-05 14:45:01,920 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 14:45:02,041 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 14:45:02,162 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.680
2023-08-05 14:45:02,280 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-05 14:45:02,403 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-05 14:45:02,524 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 14:45:02,643 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-05 14:45:02,762 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.674
2023-08-05 14:45:02,879 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.683
2023-08-05 14:45:02,996 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.682
2023-08-05 14:45:03,116 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.681
2023-08-05 14:45:03,236 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 14:45:03,354 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.681
2023-08-05 14:45:03,471 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 14:45:03,590 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 14:45:03,707 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 14:45:03,824 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.677
2023-08-05 14:45:03,943 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.673
2023-08-05 14:45:04,059 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.673
2023-08-05 14:45:04,178 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.674
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2023-08-05 14:45:04,414 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 14:45:04,533 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 14:45:04,652 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-05 14:45:04,771 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 14:45:04,892 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 14:45:05,011 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 14:45:05,128 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.678
2023-08-05 14:45:05,246 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 14:45:05,368 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 14:45:05,487 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.677
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2023-08-05 14:45:05,722 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.681
2023-08-05 14:45:05,844 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.680
2023-08-05 14:45:05,961 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.675
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2023-08-05 14:45:06,194 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 14:45:06,316 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.683
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2023-08-05 14:45:06,553 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.685
2023-08-05 14:45:06,672 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 14:45:06,792 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.685
2023-08-05 14:45:06,908 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 14:45:07,027 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 14:45:07,145 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 14:45:07,263 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 14:45:07,381 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 14:45:07,498 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 14:45:07,615 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 14:45:07,734 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-05 14:45:07,855 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 14:45:07,973 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 14:45:08,089 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 14:45:08,207 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 14:45:08,329 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 14:45:08,446 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 14:45:08,563 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 14:45:08,680 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 14:45:08,796 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.694
2023-08-05 14:45:08,914 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 14:45:09,031 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.695
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2023-08-05 14:45:09,264 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-05 14:45:09,382 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 14:45:09,499 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 14:45:09,618 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 14:45:09,736 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 14:45:09,858 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 14:45:09,976 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.681
2023-08-05 14:45:10,094 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.681
2023-08-05 14:45:10,211 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.689
2023-08-05 14:45:10,332 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.689
2023-08-05 14:45:10,450 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 14:45:10,568 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 14:45:10,685 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 14:45:10,807 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.689
2023-08-05 14:45:10,924 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 14:45:11,041 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 14:45:11,158 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 14:45:11,274 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.686
2023-08-05 14:45:11,392 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 14:45:11,510 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 14:45:11,628 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.683
2023-08-05 14:45:11,746 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-05 14:45:11,867 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-05 14:45:11,985 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-05 14:45:12,104 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-05 14:45:12,222 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.683
2023-08-05 14:45:12,344 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.682
2023-08-05 14:45:12,462 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.682
2023-08-05 14:45:12,578 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.682
2023-08-05 14:45:12,696 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.682
2023-08-05 14:45:12,815 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.680
2023-08-05 14:45:12,933 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.680
2023-08-05 14:45:13,050 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.680
2023-08-05 14:45:13,168 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.681
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2023-08-05 14:45:13,401 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.678
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2023-08-05 14:45:13,636 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.677
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2023-08-05 14:45:13,994 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.679
2023-08-05 14:45:14,111 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.678
2023-08-05 14:45:14,228 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.680
2023-08-05 14:45:14,350 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.682
2023-08-05 14:45:14,469 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.682
2023-08-05 14:45:14,586 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.681
2023-08-05 14:45:14,704 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.681
2023-08-05 14:45:14,826 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.681
2023-08-05 14:45:14,943 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.681
2023-08-05 14:45:15,062 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 14:45:15,179 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 14:45:15,300 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.937, mIoU: 0.682
2023-08-05 14:45:15,419 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.682
2023-08-05 14:45:15,539 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.682
2023-08-05 14:45:15,656 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.679
2023-08-05 14:45:15,775 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.679
2023-08-05 14:45:15,893 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.681
2023-08-05 14:45:16,011 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.681
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2023-08-05 14:45:16,605 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.682
2023-08-05 14:45:16,723 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.682
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2023-08-05 14:45:46,280 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 14:45:46,403 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 14:45:46,521 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 14:45:46,639 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 14:45:46,757 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 14:45:46,882 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 14:45:46,999 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 14:45:47,117 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 14:45:47,235 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 14:45:47,359 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:47,477 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:47,595 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:47,714 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:47,833 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:47,951 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:48,068 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:48,186 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:48,304 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:48,422 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 14:45:48,542 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-05 14:45:48,660 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 14:45:48,778 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 14:45:48,900 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 14:45:49,018 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 14:45:49,136 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:49,254 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:49,376 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:49,494 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:49,613 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:49,731 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:49,848 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:49,965 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:50,084 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:50,203 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:50,320 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:50,437 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:50,555 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.943, mIoU: 0.674
2023-08-05 14:45:50,672 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:50,791 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:50,916 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:51,034 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:51,151 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:51,270 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:51,393 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:51,511 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:51,629 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:51,747 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 14:45:51,870 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 14:45:51,987 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 14:45:52,105 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 14:45:52,222 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 14:45:52,340 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 14:45:52,459 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 14:45:52,577 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 14:45:52,695 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 14:45:52,813 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-05 14:45:52,930 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 14:45:53,048 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 14:45:53,165 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 14:45:53,283 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-05 14:45:53,406 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:53,524 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:53,642 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:53,760 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:53,879 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-05 14:45:54,001 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-05 14:45:54,119 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:54,238 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:54,359 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:54,479 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:54,597 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:54,715 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.678
2023-08-05 14:45:54,831 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:54,949 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:55,067 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:55,185 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:55,302 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:55,425 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:55,543 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:55,658 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:55,776 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:55,899 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:56,019 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:56,137 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:56,254 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:56,378 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:56,496 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:56,614 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:56,732 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:56,849 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.677
2023-08-05 14:45:56,967 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 14:45:57,084 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.678
2023-08-05 14:45:57,202 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 14:45:57,320 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 14:45:57,437 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 14:45:57,554 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 14:45:57,672 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 14:45:57,790 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-05 14:45:57,912 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 14:45:58,031 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 14:45:58,149 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 14:45:58,267 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 14:45:58,389 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 14:45:58,506 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 14:45:58,624 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-05 14:46:14,546 semantic_segmentation INFO: Iters: 57610/150000 || Lr: 0.012930 || Task Loss: 0.1505 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:35:59 || Estimated Time: 1 day, 18:39:29
2023-08-05 14:46:30,667 semantic_segmentation INFO: Iters: 57620/150000 || Lr: 0.012929 || Task Loss: 0.3050 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:36:15 || Estimated Time: 1 day, 18:39:11
2023-08-05 14:46:46,748 semantic_segmentation INFO: Iters: 57630/150000 || Lr: 0.012928 || Task Loss: 0.2342 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:36:31 || Estimated Time: 1 day, 18:38:54
2023-08-05 14:47:03,270 semantic_segmentation INFO: Iters: 57640/150000 || Lr: 0.012927 || Task Loss: 0.1674 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:36:47 || Estimated Time: 1 day, 18:38:37
2023-08-05 14:47:19,727 semantic_segmentation INFO: Iters: 57650/150000 || Lr: 0.012925 || Task Loss: 0.3279 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:37:04 || Estimated Time: 1 day, 18:38:20
2023-08-05 14:47:35,927 semantic_segmentation INFO: Iters: 57660/150000 || Lr: 0.012924 || Task Loss: 0.1728 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:37:20 || Estimated Time: 1 day, 18:38:03
2023-08-05 14:47:52,118 semantic_segmentation INFO: Iters: 57670/150000 || Lr: 0.012923 || Task Loss: 0.1508 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:37:36 || Estimated Time: 1 day, 18:37:46
2023-08-05 14:48:08,446 semantic_segmentation INFO: Iters: 57680/150000 || Lr: 0.012922 || Task Loss: 0.1853 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:37:52 || Estimated Time: 1 day, 18:37:29
2023-08-05 14:48:24,373 semantic_segmentation INFO: Iters: 57690/150000 || Lr: 0.012920 || Task Loss: 0.2189 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:38:08 || Estimated Time: 1 day, 18:37:11
2023-08-05 14:48:40,307 semantic_segmentation INFO: Iters: 57700/150000 || Lr: 0.012919 || Task Loss: 0.2552 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:38:24 || Estimated Time: 1 day, 18:36:53
2023-08-05 14:48:56,230 semantic_segmentation INFO: Iters: 57710/150000 || Lr: 0.012918 || Task Loss: 0.2707 || KD Loss: 0.1507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:38:40 || Estimated Time: 1 day, 18:36:35
2023-08-05 14:49:12,152 semantic_segmentation INFO: Iters: 57720/150000 || Lr: 0.012917 || Task Loss: 0.2819 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:38:56 || Estimated Time: 1 day, 18:36:18
2023-08-05 14:49:28,071 semantic_segmentation INFO: Iters: 57730/150000 || Lr: 0.012915 || Task Loss: 0.2354 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:39:12 || Estimated Time: 1 day, 18:36:00
2023-08-05 14:49:43,975 semantic_segmentation INFO: Iters: 57740/150000 || Lr: 0.012914 || Task Loss: 0.1943 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:35:42
2023-08-05 14:49:59,880 semantic_segmentation INFO: Iters: 57750/150000 || Lr: 0.012913 || Task Loss: 0.2777 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:35:24
2023-08-05 14:50:15,773 semantic_segmentation INFO: Iters: 57760/150000 || Lr: 0.012912 || Task Loss: 0.2525 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:35:07
2023-08-05 14:50:31,639 semantic_segmentation INFO: Iters: 57770/150000 || Lr: 0.012910 || Task Loss: 0.2307 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:40:16 || Estimated Time: 1 day, 18:34:49
2023-08-05 14:50:47,529 semantic_segmentation INFO: Iters: 57780/150000 || Lr: 0.012909 || Task Loss: 0.2322 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:40:32 || Estimated Time: 1 day, 18:34:31
2023-08-05 14:51:03,424 semantic_segmentation INFO: Iters: 57790/150000 || Lr: 0.012908 || Task Loss: 0.2326 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:40:47 || Estimated Time: 1 day, 18:34:13
2023-08-05 14:51:19,301 semantic_segmentation INFO: Iters: 57800/150000 || Lr: 0.012907 || Task Loss: 0.2026 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:41:03 || Estimated Time: 1 day, 18:33:55
2023-08-05 14:51:35,161 semantic_segmentation INFO: Iters: 57810/150000 || Lr: 0.012905 || Task Loss: 0.2682 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:41:19 || Estimated Time: 1 day, 18:33:38
2023-08-05 14:51:51,017 semantic_segmentation INFO: Iters: 57820/150000 || Lr: 0.012904 || Task Loss: 0.4031 || KD Loss: 0.2695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:41:35 || Estimated Time: 1 day, 18:33:20
2023-08-05 14:52:06,875 semantic_segmentation INFO: Iters: 57830/150000 || Lr: 0.012903 || Task Loss: 0.1843 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:41:51 || Estimated Time: 1 day, 18:33:02
2023-08-05 14:52:22,747 semantic_segmentation INFO: Iters: 57840/150000 || Lr: 0.012902 || Task Loss: 0.2531 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:42:07 || Estimated Time: 1 day, 18:32:44
2023-08-05 14:52:38,655 semantic_segmentation INFO: Iters: 57850/150000 || Lr: 0.012900 || Task Loss: 0.2410 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:42:23 || Estimated Time: 1 day, 18:32:26
2023-08-05 14:52:54,532 semantic_segmentation INFO: Iters: 57860/150000 || Lr: 0.012899 || Task Loss: 0.2720 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:42:39 || Estimated Time: 1 day, 18:32:09
2023-08-05 14:53:10,413 semantic_segmentation INFO: Iters: 57870/150000 || Lr: 0.012898 || Task Loss: 0.2193 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:42:54 || Estimated Time: 1 day, 18:31:51
2023-08-05 14:53:26,277 semantic_segmentation INFO: Iters: 57880/150000 || Lr: 0.012896 || Task Loss: 0.2956 || KD Loss: 0.1283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:43:10 || Estimated Time: 1 day, 18:31:33
2023-08-05 14:53:42,141 semantic_segmentation INFO: Iters: 57890/150000 || Lr: 0.012895 || Task Loss: 0.6049 || KD Loss: 0.1963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:43:26 || Estimated Time: 1 day, 18:31:15
2023-08-05 14:53:57,996 semantic_segmentation INFO: Iters: 57900/150000 || Lr: 0.012894 || Task Loss: 0.1997 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:43:42 || Estimated Time: 1 day, 18:30:57
2023-08-05 14:54:13,884 semantic_segmentation INFO: Iters: 57910/150000 || Lr: 0.012893 || Task Loss: 0.2877 || KD Loss: 0.1326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:43:58 || Estimated Time: 1 day, 18:30:40
2023-08-05 14:54:29,783 semantic_segmentation INFO: Iters: 57920/150000 || Lr: 0.012891 || Task Loss: 0.1965 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:44:14 || Estimated Time: 1 day, 18:30:22
2023-08-05 14:54:45,671 semantic_segmentation INFO: Iters: 57930/150000 || Lr: 0.012890 || Task Loss: 0.2425 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:44:30 || Estimated Time: 1 day, 18:30:04
2023-08-05 14:55:01,557 semantic_segmentation INFO: Iters: 57940/150000 || Lr: 0.012889 || Task Loss: 0.3194 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:44:46 || Estimated Time: 1 day, 18:29:46
2023-08-05 14:55:17,435 semantic_segmentation INFO: Iters: 57950/150000 || Lr: 0.012888 || Task Loss: 0.2084 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:45:01 || Estimated Time: 1 day, 18:29:28
2023-08-05 14:55:33,296 semantic_segmentation INFO: Iters: 57960/150000 || Lr: 0.012886 || Task Loss: 0.3414 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:45:17 || Estimated Time: 1 day, 18:29:11
2023-08-05 14:55:49,152 semantic_segmentation INFO: Iters: 57970/150000 || Lr: 0.012885 || Task Loss: 0.4099 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:45:33 || Estimated Time: 1 day, 18:28:53
2023-08-05 14:56:05,014 semantic_segmentation INFO: Iters: 57980/150000 || Lr: 0.012884 || Task Loss: 0.2045 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:45:49 || Estimated Time: 1 day, 18:28:35
2023-08-05 14:56:20,868 semantic_segmentation INFO: Iters: 57990/150000 || Lr: 0.012883 || Task Loss: 0.1747 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:46:05 || Estimated Time: 1 day, 18:28:17
2023-08-05 14:56:36,717 semantic_segmentation INFO: Iters: 58000/150000 || Lr: 0.012881 || Task Loss: 0.2588 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:46:21 || Estimated Time: 1 day, 18:27:59
2023-08-05 14:56:52,563 semantic_segmentation INFO: Iters: 58010/150000 || Lr: 0.012880 || Task Loss: 0.2532 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:46:37 || Estimated Time: 1 day, 18:27:41
2023-08-05 14:57:08,421 semantic_segmentation INFO: Iters: 58020/150000 || Lr: 0.012879 || Task Loss: 0.2159 || KD Loss: 0.1738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:46:52 || Estimated Time: 1 day, 18:27:24
2023-08-05 14:57:24,298 semantic_segmentation INFO: Iters: 58030/150000 || Lr: 0.012878 || Task Loss: 0.5724 || KD Loss: 0.1973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:47:08 || Estimated Time: 1 day, 18:27:06
2023-08-05 14:57:40,142 semantic_segmentation INFO: Iters: 58040/150000 || Lr: 0.012876 || Task Loss: 0.2641 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:47:24 || Estimated Time: 1 day, 18:26:48
2023-08-05 14:57:56,011 semantic_segmentation INFO: Iters: 58050/150000 || Lr: 0.012875 || Task Loss: 0.2185 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:47:40 || Estimated Time: 1 day, 18:26:30
2023-08-05 14:58:11,853 semantic_segmentation INFO: Iters: 58060/150000 || Lr: 0.012874 || Task Loss: 0.3831 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:47:56 || Estimated Time: 1 day, 18:26:12
2023-08-05 14:58:27,709 semantic_segmentation INFO: Iters: 58070/150000 || Lr: 0.012873 || Task Loss: 0.1492 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:48:12 || Estimated Time: 1 day, 18:25:55
2023-08-05 14:58:43,591 semantic_segmentation INFO: Iters: 58080/150000 || Lr: 0.012871 || Task Loss: 0.3305 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:48:28 || Estimated Time: 1 day, 18:25:37
2023-08-05 14:58:59,459 semantic_segmentation INFO: Iters: 58090/150000 || Lr: 0.012870 || Task Loss: 0.2987 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:48:43 || Estimated Time: 1 day, 18:25:19
2023-08-05 14:59:15,316 semantic_segmentation INFO: Iters: 58100/150000 || Lr: 0.012869 || Task Loss: 0.7891 || KD Loss: 0.3559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:48:59 || Estimated Time: 1 day, 18:25:01
2023-08-05 14:59:31,181 semantic_segmentation INFO: Iters: 58110/150000 || Lr: 0.012867 || Task Loss: 0.3925 || KD Loss: 0.1689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:49:15 || Estimated Time: 1 day, 18:24:43
2023-08-05 14:59:47,049 semantic_segmentation INFO: Iters: 58120/150000 || Lr: 0.012866 || Task Loss: 0.4689 || KD Loss: 0.2772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:49:31 || Estimated Time: 1 day, 18:24:26
2023-08-05 15:00:02,898 semantic_segmentation INFO: Iters: 58130/150000 || Lr: 0.012865 || Task Loss: 0.3559 || KD Loss: 0.1055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:49:47 || Estimated Time: 1 day, 18:24:08
2023-08-05 15:00:18,731 semantic_segmentation INFO: Iters: 58140/150000 || Lr: 0.012864 || Task Loss: 0.4371 || KD Loss: 0.2090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:50:03 || Estimated Time: 1 day, 18:23:50
2023-08-05 15:00:34,556 semantic_segmentation INFO: Iters: 58150/150000 || Lr: 0.012862 || Task Loss: 0.3593 || KD Loss: 0.1220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:50:19 || Estimated Time: 1 day, 18:23:32
2023-08-05 15:00:50,395 semantic_segmentation INFO: Iters: 58160/150000 || Lr: 0.012861 || Task Loss: 0.2865 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:50:34 || Estimated Time: 1 day, 18:23:14
2023-08-05 15:01:06,244 semantic_segmentation INFO: Iters: 58170/150000 || Lr: 0.012860 || Task Loss: 0.3670 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:50:50 || Estimated Time: 1 day, 18:22:56
2023-08-05 15:01:22,076 semantic_segmentation INFO: Iters: 58180/150000 || Lr: 0.012859 || Task Loss: 0.2281 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:51:06 || Estimated Time: 1 day, 18:22:38
2023-08-05 15:01:37,922 semantic_segmentation INFO: Iters: 58190/150000 || Lr: 0.012857 || Task Loss: 0.2122 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:51:22 || Estimated Time: 1 day, 18:22:21
2023-08-05 15:01:53,762 semantic_segmentation INFO: Iters: 58200/150000 || Lr: 0.012856 || Task Loss: 0.3438 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:51:38 || Estimated Time: 1 day, 18:22:03
2023-08-05 15:02:09,617 semantic_segmentation INFO: Iters: 58210/150000 || Lr: 0.012855 || Task Loss: 0.3478 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:21:45
2023-08-05 15:02:25,469 semantic_segmentation INFO: Iters: 58220/150000 || Lr: 0.012854 || Task Loss: 0.2151 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:21:27
2023-08-05 15:02:41,324 semantic_segmentation INFO: Iters: 58230/150000 || Lr: 0.012852 || Task Loss: 0.2374 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:52:25 || Estimated Time: 1 day, 18:21:09
2023-08-05 15:02:57,156 semantic_segmentation INFO: Iters: 58240/150000 || Lr: 0.012851 || Task Loss: 0.1459 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:52:41 || Estimated Time: 1 day, 18:20:51
2023-08-05 15:03:12,999 semantic_segmentation INFO: Iters: 58250/150000 || Lr: 0.012850 || Task Loss: 0.2649 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:52:57 || Estimated Time: 1 day, 18:20:34
2023-08-05 15:03:28,874 semantic_segmentation INFO: Iters: 58260/150000 || Lr: 0.012849 || Task Loss: 0.2096 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:53:13 || Estimated Time: 1 day, 18:20:16
2023-08-05 15:03:44,729 semantic_segmentation INFO: Iters: 58270/150000 || Lr: 0.012847 || Task Loss: 0.2492 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:53:29 || Estimated Time: 1 day, 18:19:58
2023-08-05 15:04:00,601 semantic_segmentation INFO: Iters: 58280/150000 || Lr: 0.012846 || Task Loss: 0.2251 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:53:45 || Estimated Time: 1 day, 18:19:40
2023-08-05 15:04:16,467 semantic_segmentation INFO: Iters: 58290/150000 || Lr: 0.012845 || Task Loss: 0.3448 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:54:01 || Estimated Time: 1 day, 18:19:23
2023-08-05 15:04:32,310 semantic_segmentation INFO: Iters: 58300/150000 || Lr: 0.012844 || Task Loss: 0.2077 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:54:16 || Estimated Time: 1 day, 18:19:05
2023-08-05 15:04:48,165 semantic_segmentation INFO: Iters: 58310/150000 || Lr: 0.012842 || Task Loss: 0.1752 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:54:32 || Estimated Time: 1 day, 18:18:47
2023-08-05 15:05:04,044 semantic_segmentation INFO: Iters: 58320/150000 || Lr: 0.012841 || Task Loss: 0.3169 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:54:48 || Estimated Time: 1 day, 18:18:29
2023-08-05 15:05:19,908 semantic_segmentation INFO: Iters: 58330/150000 || Lr: 0.012840 || Task Loss: 0.2029 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:04 || Estimated Time: 1 day, 18:18:11
2023-08-05 15:05:35,756 semantic_segmentation INFO: Iters: 58340/150000 || Lr: 0.012838 || Task Loss: 0.2343 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:20 || Estimated Time: 1 day, 18:17:54
2023-08-05 15:05:51,596 semantic_segmentation INFO: Iters: 58350/150000 || Lr: 0.012837 || Task Loss: 0.1662 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:36 || Estimated Time: 1 day, 18:17:36
2023-08-05 15:06:07,451 semantic_segmentation INFO: Iters: 58360/150000 || Lr: 0.012836 || Task Loss: 0.1865 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:51 || Estimated Time: 1 day, 18:17:18
2023-08-05 15:06:23,290 semantic_segmentation INFO: Iters: 58370/150000 || Lr: 0.012835 || Task Loss: 0.1960 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:56:07 || Estimated Time: 1 day, 18:17:00
2023-08-05 15:06:39,140 semantic_segmentation INFO: Iters: 58380/150000 || Lr: 0.012833 || Task Loss: 0.2146 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:56:23 || Estimated Time: 1 day, 18:16:42
2023-08-05 15:06:54,994 semantic_segmentation INFO: Iters: 58390/150000 || Lr: 0.012832 || Task Loss: 0.2227 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:56:39 || Estimated Time: 1 day, 18:16:24
2023-08-05 15:07:10,850 semantic_segmentation INFO: Iters: 58400/150000 || Lr: 0.012831 || Task Loss: 0.1731 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:56:55 || Estimated Time: 1 day, 18:16:07
2023-08-05 15:07:10,931 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 15:07:11,794 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.954, mIoU: 0.395
2023-08-05 15:07:11,913 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.476
2023-08-05 15:07:12,031 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.492
2023-08-05 15:07:12,148 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.520
2023-08-05 15:07:12,266 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.513
2023-08-05 15:07:12,384 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.515
2023-08-05 15:07:12,501 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.552
2023-08-05 15:07:12,619 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.587
2023-08-05 15:07:12,736 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.589
2023-08-05 15:07:12,855 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.628
2023-08-05 15:07:12,975 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.632
2023-08-05 15:07:13,093 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.654
2023-08-05 15:07:13,212 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.666
2023-08-05 15:07:13,330 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.673
2023-08-05 15:07:13,448 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.657
2023-08-05 15:07:13,566 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.649
2023-08-05 15:07:13,684 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.652
2023-08-05 15:07:13,805 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.659
2023-08-05 15:07:13,923 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.665
2023-08-05 15:07:14,041 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.671
2023-08-05 15:07:14,158 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.672
2023-08-05 15:07:14,281 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.687
2023-08-05 15:07:14,399 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-05 15:07:14,519 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-05 15:07:14,636 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 15:07:14,758 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 15:07:14,876 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 15:07:14,992 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.689
2023-08-05 15:07:15,109 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.687
2023-08-05 15:07:15,226 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 15:07:15,343 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 15:07:15,461 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 15:07:15,579 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 15:07:15,696 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 15:07:15,814 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 15:07:15,931 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 15:07:16,048 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 15:07:16,167 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.688
2023-08-05 15:07:16,289 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.680
2023-08-05 15:07:16,406 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 15:07:16,522 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 15:07:16,640 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 15:07:16,763 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 15:07:16,883 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 15:07:17,002 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-05 15:07:17,121 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 15:07:17,242 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 15:07:17,361 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-05 15:07:17,479 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 15:07:17,598 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 15:07:17,716 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 15:07:17,834 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 15:07:17,951 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-05 15:07:18,068 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.691
2023-08-05 15:07:18,185 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 15:07:18,306 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.686
2023-08-05 15:07:18,424 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.687
2023-08-05 15:07:18,542 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-05 15:07:18,661 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 15:07:18,782 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 15:07:18,900 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 15:07:19,019 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 15:07:19,136 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 15:07:19,260 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 15:07:19,379 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 15:07:19,497 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 15:07:19,614 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.700
2023-08-05 15:07:19,733 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.701
2023-08-05 15:07:19,852 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-05 15:07:19,970 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-05 15:07:20,088 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.700
2023-08-05 15:07:20,206 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 15:07:20,325 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 15:07:20,442 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 15:07:20,560 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 15:07:20,677 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 15:07:20,799 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 15:07:20,915 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 15:07:21,032 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 15:07:21,149 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 15:07:21,271 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 15:07:21,389 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 15:07:21,506 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 15:07:21,625 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.698
2023-08-05 15:07:21,742 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 15:07:21,859 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 15:07:21,979 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 15:07:22,097 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 15:07:22,214 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.694
2023-08-05 15:07:22,332 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-05 15:07:22,451 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.694
2023-08-05 15:07:22,569 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.719
2023-08-05 15:07:22,687 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.718
2023-08-05 15:07:22,809 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.719
2023-08-05 15:07:22,927 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.718
2023-08-05 15:07:23,045 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-05 15:07:23,163 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-05 15:07:23,284 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-05 15:07:23,401 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-05 15:07:23,520 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.719
2023-08-05 15:07:23,638 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.718
2023-08-05 15:07:23,754 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.718
2023-08-05 15:07:23,872 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.717
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2023-08-05 15:08:10,439 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-05 15:08:10,557 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-05 15:08:10,674 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-05 15:08:10,791 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-05 15:08:10,908 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-05 15:08:26,863 semantic_segmentation INFO: Iters: 58410/150000 || Lr: 0.012830 || Task Loss: 0.3860 || KD Loss: 0.1729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:17:23
2023-08-05 15:08:42,681 semantic_segmentation INFO: Iters: 58420/150000 || Lr: 0.012828 || Task Loss: 0.1909 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:17:05
2023-08-05 15:08:58,529 semantic_segmentation INFO: Iters: 58430/150000 || Lr: 0.012827 || Task Loss: 0.4612 || KD Loss: 0.1929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:58:43 || Estimated Time: 1 day, 18:16:47
2023-08-05 15:09:14,378 semantic_segmentation INFO: Iters: 58440/150000 || Lr: 0.012826 || Task Loss: 0.3086 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:58:58 || Estimated Time: 1 day, 18:16:30
2023-08-05 15:09:30,241 semantic_segmentation INFO: Iters: 58450/150000 || Lr: 0.012825 || Task Loss: 0.3469 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:59:14 || Estimated Time: 1 day, 18:16:12
2023-08-05 15:09:46,093 semantic_segmentation INFO: Iters: 58460/150000 || Lr: 0.012823 || Task Loss: 0.4207 || KD Loss: 0.2429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:59:30 || Estimated Time: 1 day, 18:15:54
2023-08-05 15:10:01,964 semantic_segmentation INFO: Iters: 58470/150000 || Lr: 0.012822 || Task Loss: 0.4420 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:59:46 || Estimated Time: 1 day, 18:15:36
2023-08-05 15:10:17,836 semantic_segmentation INFO: Iters: 58480/150000 || Lr: 0.012821 || Task Loss: 0.1965 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:00:02 || Estimated Time: 1 day, 18:15:18
2023-08-05 15:10:33,704 semantic_segmentation INFO: Iters: 58490/150000 || Lr: 0.012820 || Task Loss: 0.2588 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:00:18 || Estimated Time: 1 day, 18:15:01
2023-08-05 15:10:49,576 semantic_segmentation INFO: Iters: 58500/150000 || Lr: 0.012818 || Task Loss: 0.4729 || KD Loss: 0.1658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:00:34 || Estimated Time: 1 day, 18:14:43
2023-08-05 15:11:05,451 semantic_segmentation INFO: Iters: 58510/150000 || Lr: 0.012817 || Task Loss: 0.2724 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:00:49 || Estimated Time: 1 day, 18:14:25
2023-08-05 15:11:21,315 semantic_segmentation INFO: Iters: 58520/150000 || Lr: 0.012816 || Task Loss: 0.1702 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:05 || Estimated Time: 1 day, 18:14:07
2023-08-05 15:11:37,187 semantic_segmentation INFO: Iters: 58530/150000 || Lr: 0.012815 || Task Loss: 0.2132 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:21 || Estimated Time: 1 day, 18:13:49
2023-08-05 15:11:53,048 semantic_segmentation INFO: Iters: 58540/150000 || Lr: 0.012813 || Task Loss: 0.2933 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:37 || Estimated Time: 1 day, 18:13:32
2023-08-05 15:12:08,900 semantic_segmentation INFO: Iters: 58550/150000 || Lr: 0.012812 || Task Loss: 0.2225 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:53 || Estimated Time: 1 day, 18:13:14
2023-08-05 15:12:24,766 semantic_segmentation INFO: Iters: 58560/150000 || Lr: 0.012811 || Task Loss: 0.2690 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:02:09 || Estimated Time: 1 day, 18:12:56
2023-08-05 15:12:40,613 semantic_segmentation INFO: Iters: 58570/150000 || Lr: 0.012809 || Task Loss: 0.4740 || KD Loss: 0.1910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:02:25 || Estimated Time: 1 day, 18:12:38
2023-08-05 15:12:56,448 semantic_segmentation INFO: Iters: 58580/150000 || Lr: 0.012808 || Task Loss: 0.3336 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:02:40 || Estimated Time: 1 day, 18:12:20
2023-08-05 15:13:12,296 semantic_segmentation INFO: Iters: 58590/150000 || Lr: 0.012807 || Task Loss: 0.2135 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:02:56 || Estimated Time: 1 day, 18:12:02
2023-08-05 15:13:28,133 semantic_segmentation INFO: Iters: 58600/150000 || Lr: 0.012806 || Task Loss: 0.1690 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:03:12 || Estimated Time: 1 day, 18:11:45
2023-08-05 15:13:43,965 semantic_segmentation INFO: Iters: 58610/150000 || Lr: 0.012804 || Task Loss: 0.3819 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:03:28 || Estimated Time: 1 day, 18:11:27
2023-08-05 15:13:59,820 semantic_segmentation INFO: Iters: 58620/150000 || Lr: 0.012803 || Task Loss: 0.2257 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:03:44 || Estimated Time: 1 day, 18:11:09
2023-08-05 15:14:15,693 semantic_segmentation INFO: Iters: 58630/150000 || Lr: 0.012802 || Task Loss: 0.2461 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:04:00 || Estimated Time: 1 day, 18:10:51
2023-08-05 15:14:31,574 semantic_segmentation INFO: Iters: 58640/150000 || Lr: 0.012801 || Task Loss: 0.3714 || KD Loss: 0.1148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:04:16 || Estimated Time: 1 day, 18:10:33
2023-08-05 15:14:47,445 semantic_segmentation INFO: Iters: 58650/150000 || Lr: 0.012799 || Task Loss: 0.2705 || KD Loss: 0.1249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:04:31 || Estimated Time: 1 day, 18:10:16
2023-08-05 15:15:03,324 semantic_segmentation INFO: Iters: 58660/150000 || Lr: 0.012798 || Task Loss: 0.2127 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:04:47 || Estimated Time: 1 day, 18:09:58
2023-08-05 15:15:19,204 semantic_segmentation INFO: Iters: 58670/150000 || Lr: 0.012797 || Task Loss: 0.1993 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:05:03 || Estimated Time: 1 day, 18:09:40
2023-08-05 15:15:35,075 semantic_segmentation INFO: Iters: 58680/150000 || Lr: 0.012796 || Task Loss: 0.5321 || KD Loss: 0.1985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:05:19 || Estimated Time: 1 day, 18:09:22
2023-08-05 15:15:50,980 semantic_segmentation INFO: Iters: 58690/150000 || Lr: 0.012794 || Task Loss: 0.2338 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:05:35 || Estimated Time: 1 day, 18:09:05
2023-08-05 15:16:06,870 semantic_segmentation INFO: Iters: 58700/150000 || Lr: 0.012793 || Task Loss: 0.2318 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:05:51 || Estimated Time: 1 day, 18:08:47
2023-08-05 15:16:22,777 semantic_segmentation INFO: Iters: 58710/150000 || Lr: 0.012792 || Task Loss: 0.2371 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:06:07 || Estimated Time: 1 day, 18:08:29
2023-08-05 15:16:38,673 semantic_segmentation INFO: Iters: 58720/150000 || Lr: 0.012791 || Task Loss: 0.3262 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:08:11
2023-08-05 15:16:54,585 semantic_segmentation INFO: Iters: 58730/150000 || Lr: 0.012789 || Task Loss: 0.2328 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:07:54
2023-08-05 15:17:10,490 semantic_segmentation INFO: Iters: 58740/150000 || Lr: 0.012788 || Task Loss: 0.1596 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:07:36
2023-08-05 15:17:26,377 semantic_segmentation INFO: Iters: 58750/150000 || Lr: 0.012787 || Task Loss: 0.1728 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:10 || Estimated Time: 1 day, 18:07:18
2023-08-05 15:17:42,269 semantic_segmentation INFO: Iters: 58760/150000 || Lr: 0.012786 || Task Loss: 0.2522 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:26 || Estimated Time: 1 day, 18:07:00
2023-08-05 15:17:58,155 semantic_segmentation INFO: Iters: 58770/150000 || Lr: 0.012784 || Task Loss: 0.2803 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:42 || Estimated Time: 1 day, 18:06:43
2023-08-05 15:18:14,019 semantic_segmentation INFO: Iters: 58780/150000 || Lr: 0.012783 || Task Loss: 0.4005 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:58 || Estimated Time: 1 day, 18:06:25
2023-08-05 15:18:29,891 semantic_segmentation INFO: Iters: 58790/150000 || Lr: 0.012782 || Task Loss: 0.1639 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:08:14 || Estimated Time: 1 day, 18:06:07
2023-08-05 15:18:45,763 semantic_segmentation INFO: Iters: 58800/150000 || Lr: 0.012780 || Task Loss: 0.2579 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:08:30 || Estimated Time: 1 day, 18:05:49
2023-08-05 15:19:01,603 semantic_segmentation INFO: Iters: 58810/150000 || Lr: 0.012779 || Task Loss: 0.4085 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:08:46 || Estimated Time: 1 day, 18:05:32
2023-08-05 15:19:17,471 semantic_segmentation INFO: Iters: 58820/150000 || Lr: 0.012778 || Task Loss: 0.1952 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:09:02 || Estimated Time: 1 day, 18:05:14
2023-08-05 15:19:33,322 semantic_segmentation INFO: Iters: 58830/150000 || Lr: 0.012777 || Task Loss: 0.2090 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:09:17 || Estimated Time: 1 day, 18:04:56
2023-08-05 15:19:49,222 semantic_segmentation INFO: Iters: 58840/150000 || Lr: 0.012775 || Task Loss: 0.2438 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:09:33 || Estimated Time: 1 day, 18:04:38
2023-08-05 15:20:05,086 semantic_segmentation INFO: Iters: 58850/150000 || Lr: 0.012774 || Task Loss: 0.2609 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:09:49 || Estimated Time: 1 day, 18:04:20
2023-08-05 15:20:20,946 semantic_segmentation INFO: Iters: 58860/150000 || Lr: 0.012773 || Task Loss: 0.3071 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:10:05 || Estimated Time: 1 day, 18:04:03
2023-08-05 15:20:36,802 semantic_segmentation INFO: Iters: 58870/150000 || Lr: 0.012772 || Task Loss: 0.1704 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:10:21 || Estimated Time: 1 day, 18:03:45
2023-08-05 15:20:52,672 semantic_segmentation INFO: Iters: 58880/150000 || Lr: 0.012770 || Task Loss: 0.3058 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:10:37 || Estimated Time: 1 day, 18:03:27
2023-08-05 15:21:08,562 semantic_segmentation INFO: Iters: 58890/150000 || Lr: 0.012769 || Task Loss: 0.2922 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:10:53 || Estimated Time: 1 day, 18:03:09
2023-08-05 15:21:24,410 semantic_segmentation INFO: Iters: 58900/150000 || Lr: 0.012768 || Task Loss: 0.2478 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:11:08 || Estimated Time: 1 day, 18:02:52
2023-08-05 15:21:40,277 semantic_segmentation INFO: Iters: 58910/150000 || Lr: 0.012767 || Task Loss: 0.1797 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:11:24 || Estimated Time: 1 day, 18:02:34
2023-08-05 15:21:56,143 semantic_segmentation INFO: Iters: 58920/150000 || Lr: 0.012765 || Task Loss: 0.2034 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 18:02:16
2023-08-05 15:22:12,005 semantic_segmentation INFO: Iters: 58930/150000 || Lr: 0.012764 || Task Loss: 0.2278 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:11:56 || Estimated Time: 1 day, 18:01:58
2023-08-05 15:22:27,876 semantic_segmentation INFO: Iters: 58940/150000 || Lr: 0.012763 || Task Loss: 0.2018 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:12:12 || Estimated Time: 1 day, 18:01:40
2023-08-05 15:22:43,726 semantic_segmentation INFO: Iters: 58950/150000 || Lr: 0.012762 || Task Loss: 0.2648 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:12:28 || Estimated Time: 1 day, 18:01:23
2023-08-05 15:22:59,560 semantic_segmentation INFO: Iters: 58960/150000 || Lr: 0.012760 || Task Loss: 0.2094 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:12:44 || Estimated Time: 1 day, 18:01:05
2023-08-05 15:23:15,403 semantic_segmentation INFO: Iters: 58970/150000 || Lr: 0.012759 || Task Loss: 0.2585 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:12:59 || Estimated Time: 1 day, 18:00:47
2023-08-05 15:23:31,259 semantic_segmentation INFO: Iters: 58980/150000 || Lr: 0.012758 || Task Loss: 0.2063 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:13:15 || Estimated Time: 1 day, 18:00:29
2023-08-05 15:23:47,115 semantic_segmentation INFO: Iters: 58990/150000 || Lr: 0.012757 || Task Loss: 0.2215 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:13:31 || Estimated Time: 1 day, 18:00:11
2023-08-05 15:24:02,967 semantic_segmentation INFO: Iters: 59000/150000 || Lr: 0.012755 || Task Loss: 0.2891 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:13:47 || Estimated Time: 1 day, 17:59:54
2023-08-05 15:24:18,806 semantic_segmentation INFO: Iters: 59010/150000 || Lr: 0.012754 || Task Loss: 0.2021 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:14:03 || Estimated Time: 1 day, 17:59:36
2023-08-05 15:24:34,656 semantic_segmentation INFO: Iters: 59020/150000 || Lr: 0.012753 || Task Loss: 0.2576 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:14:19 || Estimated Time: 1 day, 17:59:18
2023-08-05 15:24:50,520 semantic_segmentation INFO: Iters: 59030/150000 || Lr: 0.012751 || Task Loss: 0.1965 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:14:35 || Estimated Time: 1 day, 17:59:00
2023-08-05 15:25:06,375 semantic_segmentation INFO: Iters: 59040/150000 || Lr: 0.012750 || Task Loss: 0.5183 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:14:50 || Estimated Time: 1 day, 17:58:42
2023-08-05 15:25:22,235 semantic_segmentation INFO: Iters: 59050/150000 || Lr: 0.012749 || Task Loss: 0.2789 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:06 || Estimated Time: 1 day, 17:58:25
2023-08-05 15:25:38,089 semantic_segmentation INFO: Iters: 59060/150000 || Lr: 0.012748 || Task Loss: 0.2256 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:22 || Estimated Time: 1 day, 17:58:07
2023-08-05 15:25:53,937 semantic_segmentation INFO: Iters: 59070/150000 || Lr: 0.012746 || Task Loss: 0.1582 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:38 || Estimated Time: 1 day, 17:57:49
2023-08-05 15:26:09,796 semantic_segmentation INFO: Iters: 59080/150000 || Lr: 0.012745 || Task Loss: 0.2839 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:54 || Estimated Time: 1 day, 17:57:31
2023-08-05 15:26:25,649 semantic_segmentation INFO: Iters: 59090/150000 || Lr: 0.012744 || Task Loss: 0.6193 || KD Loss: 0.2253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:16:10 || Estimated Time: 1 day, 17:57:14
2023-08-05 15:26:41,484 semantic_segmentation INFO: Iters: 59100/150000 || Lr: 0.012743 || Task Loss: 0.2809 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:16:26 || Estimated Time: 1 day, 17:56:56
2023-08-05 15:26:57,331 semantic_segmentation INFO: Iters: 59110/150000 || Lr: 0.012741 || Task Loss: 0.2800 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:16:41 || Estimated Time: 1 day, 17:56:38
2023-08-05 15:27:13,165 semantic_segmentation INFO: Iters: 59120/150000 || Lr: 0.012740 || Task Loss: 0.2102 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:16:57 || Estimated Time: 1 day, 17:56:20
2023-08-05 15:27:29,003 semantic_segmentation INFO: Iters: 59130/150000 || Lr: 0.012739 || Task Loss: 0.1472 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:17:13 || Estimated Time: 1 day, 17:56:02
2023-08-05 15:27:44,869 semantic_segmentation INFO: Iters: 59140/150000 || Lr: 0.012738 || Task Loss: 0.5726 || KD Loss: 0.3329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:17:29 || Estimated Time: 1 day, 17:55:45
2023-08-05 15:28:00,726 semantic_segmentation INFO: Iters: 59150/150000 || Lr: 0.012736 || Task Loss: 0.2389 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:17:45 || Estimated Time: 1 day, 17:55:27
2023-08-05 15:28:16,558 semantic_segmentation INFO: Iters: 59160/150000 || Lr: 0.012735 || Task Loss: 0.3286 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:18:01 || Estimated Time: 1 day, 17:55:09
2023-08-05 15:28:32,425 semantic_segmentation INFO: Iters: 59170/150000 || Lr: 0.012734 || Task Loss: 0.2140 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:18:16 || Estimated Time: 1 day, 17:54:51
2023-08-05 15:28:48,287 semantic_segmentation INFO: Iters: 59180/150000 || Lr: 0.012733 || Task Loss: 0.1205 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:18:32 || Estimated Time: 1 day, 17:54:33
2023-08-05 15:29:04,177 semantic_segmentation INFO: Iters: 59190/150000 || Lr: 0.012731 || Task Loss: 0.2358 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:18:48 || Estimated Time: 1 day, 17:54:16
2023-08-05 15:29:20,039 semantic_segmentation INFO: Iters: 59200/150000 || Lr: 0.012730 || Task Loss: 0.2144 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:53:58
2023-08-05 15:29:20,121 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 15:29:20,895 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.403
2023-08-05 15:29:21,024 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.498
2023-08-05 15:29:21,143 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.515
2023-08-05 15:29:21,260 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.539
2023-08-05 15:29:21,376 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.530
2023-08-05 15:29:21,493 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.534
2023-08-05 15:29:21,610 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.575
2023-08-05 15:29:21,728 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.604
2023-08-05 15:29:21,844 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.652
2023-08-05 15:29:21,963 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.703
2023-08-05 15:29:22,082 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.704
2023-08-05 15:29:22,202 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.714
2023-08-05 15:29:22,320 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.717
2023-08-05 15:29:22,437 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.706
2023-08-05 15:29:22,555 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.675
2023-08-05 15:29:22,677 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.667
2023-08-05 15:29:22,795 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.667
2023-08-05 15:29:22,912 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.672
2023-08-05 15:29:23,030 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.678
2023-08-05 15:29:23,146 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-05 15:29:23,264 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.687
2023-08-05 15:29:23,381 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-05 15:29:23,500 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 15:29:23,620 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.702
2023-08-05 15:29:23,738 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-05 15:29:23,855 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 15:29:23,972 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 15:29:24,090 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 15:29:24,212 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 15:29:24,329 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 15:29:24,447 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 15:29:24,564 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:29:24,686 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.699
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2023-08-05 15:29:24,919 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 15:29:25,037 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 15:29:25,157 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 15:29:25,276 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.693
2023-08-05 15:29:25,392 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.686
2023-08-05 15:29:25,509 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.688
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2023-08-05 15:29:25,982 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.689
2023-08-05 15:29:26,100 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.688
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2023-08-05 15:29:26,458 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.688
2023-08-05 15:29:26,575 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-05 15:29:26,697 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.694
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2023-08-05 15:29:26,932 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-05 15:29:27,050 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.701
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2023-08-05 15:29:28,111 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.718
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2023-08-05 15:29:28,707 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.718
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2023-08-05 15:29:30,838 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.711
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2023-08-05 15:29:35,094 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.715
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2023-08-05 15:30:09,268 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-05 15:30:09,386 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-05 15:30:09,504 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-05 15:30:09,622 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-05 15:30:09,745 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-05 15:30:09,863 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 15:30:09,981 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 15:30:10,099 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 15:30:10,221 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 15:30:10,339 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 15:30:10,456 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 15:30:10,574 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 15:30:10,690 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:10,808 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:10,925 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:11,042 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 15:30:11,159 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:11,277 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:11,396 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:11,515 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:11,632 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:11,755 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:11,872 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:11,990 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:12,108 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 15:30:12,232 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:12,350 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:12,467 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:12,585 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:12,705 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:12,823 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:12,940 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:13,058 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:13,175 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:13,293 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:13,410 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:13,528 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:13,647 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:13,770 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:13,889 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-05 15:30:14,007 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-05 15:30:14,125 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-05 15:30:14,247 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-05 15:30:14,365 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-05 15:30:14,483 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 15:30:14,600 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-05 15:30:14,722 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-05 15:30:14,840 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-05 15:30:14,958 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-05 15:30:15,077 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-05 15:30:15,195 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:15,309 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:15,428 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:15,548 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:15,666 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:15,785 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:15,902 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:16,020 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:16,138 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:16,260 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:16,378 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:16,496 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:16,614 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:16,737 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:16,855 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:16,973 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:17,090 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:17,212 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:17,331 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:17,451 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:17,568 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:17,685 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:17,803 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:17,920 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:18,038 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:18,157 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:18,276 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 15:30:18,393 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:18,512 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:18,630 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:18,752 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:18,870 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 15:30:18,989 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 15:30:19,108 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 15:30:19,230 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 15:30:19,346 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 15:30:19,463 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 15:30:19,582 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-05 15:30:19,700 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-05 15:30:19,817 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-05 15:30:19,935 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-05 15:30:20,051 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-05 15:30:36,292 semantic_segmentation INFO: Iters: 59210/150000 || Lr: 0.012729 || Task Loss: 0.2167 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:20:20 || Estimated Time: 1 day, 17:55:13
2023-08-05 15:30:52,192 semantic_segmentation INFO: Iters: 59220/150000 || Lr: 0.012728 || Task Loss: 0.2274 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:20:36 || Estimated Time: 1 day, 17:54:55
2023-08-05 15:31:08,112 semantic_segmentation INFO: Iters: 59230/150000 || Lr: 0.012726 || Task Loss: 0.0960 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:20:52 || Estimated Time: 1 day, 17:54:37
2023-08-05 15:31:24,034 semantic_segmentation INFO: Iters: 59240/150000 || Lr: 0.012725 || Task Loss: 0.2257 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:21:08 || Estimated Time: 1 day, 17:54:20
2023-08-05 15:31:39,975 semantic_segmentation INFO: Iters: 59250/150000 || Lr: 0.012724 || Task Loss: 0.3010 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:21:24 || Estimated Time: 1 day, 17:54:02
2023-08-05 15:31:55,882 semantic_segmentation INFO: Iters: 59260/150000 || Lr: 0.012722 || Task Loss: 0.2267 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:21:40 || Estimated Time: 1 day, 17:53:44
2023-08-05 15:32:11,792 semantic_segmentation INFO: Iters: 59270/150000 || Lr: 0.012721 || Task Loss: 0.2148 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:21:56 || Estimated Time: 1 day, 17:53:27
2023-08-05 15:32:27,710 semantic_segmentation INFO: Iters: 59280/150000 || Lr: 0.012720 || Task Loss: 0.2001 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:22:12 || Estimated Time: 1 day, 17:53:09
2023-08-05 15:32:43,593 semantic_segmentation INFO: Iters: 59290/150000 || Lr: 0.012719 || Task Loss: 0.3521 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:22:28 || Estimated Time: 1 day, 17:52:51
2023-08-05 15:32:59,481 semantic_segmentation INFO: Iters: 59300/150000 || Lr: 0.012717 || Task Loss: 0.2848 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:22:44 || Estimated Time: 1 day, 17:52:33
2023-08-05 15:33:15,391 semantic_segmentation INFO: Iters: 59310/150000 || Lr: 0.012716 || Task Loss: 0.1911 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:22:59 || Estimated Time: 1 day, 17:52:16
2023-08-05 15:33:31,320 semantic_segmentation INFO: Iters: 59320/150000 || Lr: 0.012715 || Task Loss: 0.2256 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:23:15 || Estimated Time: 1 day, 17:51:58
2023-08-05 15:33:47,201 semantic_segmentation INFO: Iters: 59330/150000 || Lr: 0.012714 || Task Loss: 0.2608 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:23:31 || Estimated Time: 1 day, 17:51:40
2023-08-05 15:34:03,077 semantic_segmentation INFO: Iters: 59340/150000 || Lr: 0.012712 || Task Loss: 0.2841 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:23:47 || Estimated Time: 1 day, 17:51:23
2023-08-05 15:34:18,956 semantic_segmentation INFO: Iters: 59350/150000 || Lr: 0.012711 || Task Loss: 0.1994 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:24:03 || Estimated Time: 1 day, 17:51:05
2023-08-05 15:34:34,848 semantic_segmentation INFO: Iters: 59360/150000 || Lr: 0.012710 || Task Loss: 0.2750 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:24:19 || Estimated Time: 1 day, 17:50:47
2023-08-05 15:34:50,706 semantic_segmentation INFO: Iters: 59370/150000 || Lr: 0.012709 || Task Loss: 0.2282 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:24:35 || Estimated Time: 1 day, 17:50:29
2023-08-05 15:35:06,578 semantic_segmentation INFO: Iters: 59380/150000 || Lr: 0.012707 || Task Loss: 0.3145 || KD Loss: 0.1377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:24:51 || Estimated Time: 1 day, 17:50:12
2023-08-05 15:35:22,462 semantic_segmentation INFO: Iters: 59390/150000 || Lr: 0.012706 || Task Loss: 0.1488 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:25:07 || Estimated Time: 1 day, 17:49:54
2023-08-05 15:35:38,322 semantic_segmentation INFO: Iters: 59400/150000 || Lr: 0.012705 || Task Loss: 0.2752 || KD Loss: 0.1467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:25:22 || Estimated Time: 1 day, 17:49:36
2023-08-05 15:35:54,184 semantic_segmentation INFO: Iters: 59410/150000 || Lr: 0.012704 || Task Loss: 0.1679 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:25:38 || Estimated Time: 1 day, 17:49:18
2023-08-05 15:36:10,054 semantic_segmentation INFO: Iters: 59420/150000 || Lr: 0.012702 || Task Loss: 0.2221 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:49:00
2023-08-05 15:36:25,931 semantic_segmentation INFO: Iters: 59430/150000 || Lr: 0.012701 || Task Loss: 0.1998 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:48:43
2023-08-05 15:36:41,797 semantic_segmentation INFO: Iters: 59440/150000 || Lr: 0.012700 || Task Loss: 0.2552 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:48:25
2023-08-05 15:36:57,644 semantic_segmentation INFO: Iters: 59450/150000 || Lr: 0.012698 || Task Loss: 0.1811 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:26:42 || Estimated Time: 1 day, 17:48:07
2023-08-05 15:37:13,494 semantic_segmentation INFO: Iters: 59460/150000 || Lr: 0.012697 || Task Loss: 0.3468 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:26:58 || Estimated Time: 1 day, 17:47:49
2023-08-05 15:37:29,337 semantic_segmentation INFO: Iters: 59470/150000 || Lr: 0.012696 || Task Loss: 0.1859 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:13 || Estimated Time: 1 day, 17:47:32
2023-08-05 15:37:45,187 semantic_segmentation INFO: Iters: 59480/150000 || Lr: 0.012695 || Task Loss: 0.2288 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:29 || Estimated Time: 1 day, 17:47:14
2023-08-05 15:38:01,059 semantic_segmentation INFO: Iters: 59490/150000 || Lr: 0.012693 || Task Loss: 0.2358 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:45 || Estimated Time: 1 day, 17:46:56
2023-08-05 15:38:16,920 semantic_segmentation INFO: Iters: 59500/150000 || Lr: 0.012692 || Task Loss: 0.2157 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:28:01 || Estimated Time: 1 day, 17:46:38
2023-08-05 15:38:32,769 semantic_segmentation INFO: Iters: 59510/150000 || Lr: 0.012691 || Task Loss: 0.3419 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:28:17 || Estimated Time: 1 day, 17:46:20
2023-08-05 15:38:48,610 semantic_segmentation INFO: Iters: 59520/150000 || Lr: 0.012690 || Task Loss: 0.2591 || KD Loss: 0.1659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:28:33 || Estimated Time: 1 day, 17:46:03
2023-08-05 15:39:04,457 semantic_segmentation INFO: Iters: 59530/150000 || Lr: 0.012688 || Task Loss: 0.3558 || KD Loss: 0.1458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:28:48 || Estimated Time: 1 day, 17:45:45
2023-08-05 15:39:20,303 semantic_segmentation INFO: Iters: 59540/150000 || Lr: 0.012687 || Task Loss: 0.3287 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:04 || Estimated Time: 1 day, 17:45:27
2023-08-05 15:39:36,150 semantic_segmentation INFO: Iters: 59550/150000 || Lr: 0.012686 || Task Loss: 0.3360 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:20 || Estimated Time: 1 day, 17:45:09
2023-08-05 15:39:51,997 semantic_segmentation INFO: Iters: 59560/150000 || Lr: 0.012685 || Task Loss: 0.1836 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:36 || Estimated Time: 1 day, 17:44:51
2023-08-05 15:40:07,860 semantic_segmentation INFO: Iters: 59570/150000 || Lr: 0.012683 || Task Loss: 0.1949 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:52 || Estimated Time: 1 day, 17:44:34
2023-08-05 15:40:23,715 semantic_segmentation INFO: Iters: 59580/150000 || Lr: 0.012682 || Task Loss: 0.2400 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:30:08 || Estimated Time: 1 day, 17:44:16
2023-08-05 15:40:39,551 semantic_segmentation INFO: Iters: 59590/150000 || Lr: 0.012681 || Task Loss: 0.2120 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:30:24 || Estimated Time: 1 day, 17:43:58
2023-08-05 15:40:55,389 semantic_segmentation INFO: Iters: 59600/150000 || Lr: 0.012680 || Task Loss: 0.2900 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:30:39 || Estimated Time: 1 day, 17:43:40
2023-08-05 15:41:11,231 semantic_segmentation INFO: Iters: 59610/150000 || Lr: 0.012678 || Task Loss: 0.3270 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:30:55 || Estimated Time: 1 day, 17:43:23
2023-08-05 15:41:27,066 semantic_segmentation INFO: Iters: 59620/150000 || Lr: 0.012677 || Task Loss: 0.2001 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:31:11 || Estimated Time: 1 day, 17:43:05
2023-08-05 15:41:42,915 semantic_segmentation INFO: Iters: 59630/150000 || Lr: 0.012676 || Task Loss: 0.3219 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:42:47
2023-08-05 15:41:58,764 semantic_segmentation INFO: Iters: 59640/150000 || Lr: 0.012674 || Task Loss: 0.2380 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:42:29
2023-08-05 15:42:14,626 semantic_segmentation INFO: Iters: 59650/150000 || Lr: 0.012673 || Task Loss: 0.2803 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:31:59 || Estimated Time: 1 day, 17:42:11
2023-08-05 15:42:30,480 semantic_segmentation INFO: Iters: 59660/150000 || Lr: 0.012672 || Task Loss: 0.2984 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:32:15 || Estimated Time: 1 day, 17:41:54
2023-08-05 15:42:46,329 semantic_segmentation INFO: Iters: 59670/150000 || Lr: 0.012671 || Task Loss: 0.2284 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:32:30 || Estimated Time: 1 day, 17:41:36
2023-08-05 15:43:02,200 semantic_segmentation INFO: Iters: 59680/150000 || Lr: 0.012669 || Task Loss: 0.3459 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:32:46 || Estimated Time: 1 day, 17:41:18
2023-08-05 15:43:18,045 semantic_segmentation INFO: Iters: 59690/150000 || Lr: 0.012668 || Task Loss: 0.4008 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:33:02 || Estimated Time: 1 day, 17:41:00
2023-08-05 15:43:33,913 semantic_segmentation INFO: Iters: 59700/150000 || Lr: 0.012667 || Task Loss: 0.1531 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:33:18 || Estimated Time: 1 day, 17:40:43
2023-08-05 15:43:49,747 semantic_segmentation INFO: Iters: 59710/150000 || Lr: 0.012666 || Task Loss: 0.1968 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:33:34 || Estimated Time: 1 day, 17:40:25
2023-08-05 15:44:05,572 semantic_segmentation INFO: Iters: 59720/150000 || Lr: 0.012664 || Task Loss: 0.4244 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:33:50 || Estimated Time: 1 day, 17:40:07
2023-08-05 15:44:21,389 semantic_segmentation INFO: Iters: 59730/150000 || Lr: 0.012663 || Task Loss: 0.2584 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:34:05 || Estimated Time: 1 day, 17:39:49
2023-08-05 15:44:37,222 semantic_segmentation INFO: Iters: 59740/150000 || Lr: 0.012662 || Task Loss: 0.2839 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:34:21 || Estimated Time: 1 day, 17:39:31
2023-08-05 15:44:53,055 semantic_segmentation INFO: Iters: 59750/150000 || Lr: 0.012661 || Task Loss: 0.3024 || KD Loss: 0.1237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:34:37 || Estimated Time: 1 day, 17:39:14
2023-08-05 15:45:08,887 semantic_segmentation INFO: Iters: 59760/150000 || Lr: 0.012659 || Task Loss: 0.2355 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:34:53 || Estimated Time: 1 day, 17:38:56
2023-08-05 15:45:24,732 semantic_segmentation INFO: Iters: 59770/150000 || Lr: 0.012658 || Task Loss: 0.2566 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:35:09 || Estimated Time: 1 day, 17:38:38
2023-08-05 15:45:40,599 semantic_segmentation INFO: Iters: 59780/150000 || Lr: 0.012657 || Task Loss: 0.2339 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:35:25 || Estimated Time: 1 day, 17:38:20
2023-08-05 15:45:56,461 semantic_segmentation INFO: Iters: 59790/150000 || Lr: 0.012656 || Task Loss: 0.5504 || KD Loss: 0.1703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:35:41 || Estimated Time: 1 day, 17:38:02
2023-08-05 15:46:12,310 semantic_segmentation INFO: Iters: 59800/150000 || Lr: 0.012654 || Task Loss: 0.2384 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:35:56 || Estimated Time: 1 day, 17:37:45
2023-08-05 15:46:28,167 semantic_segmentation INFO: Iters: 59810/150000 || Lr: 0.012653 || Task Loss: 0.3549 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:36:12 || Estimated Time: 1 day, 17:37:27
2023-08-05 15:46:44,025 semantic_segmentation INFO: Iters: 59820/150000 || Lr: 0.012652 || Task Loss: 0.2124 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:36:28 || Estimated Time: 1 day, 17:37:09
2023-08-05 15:46:59,896 semantic_segmentation INFO: Iters: 59830/150000 || Lr: 0.012651 || Task Loss: 0.2440 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:36:44 || Estimated Time: 1 day, 17:36:51
2023-08-05 15:47:15,740 semantic_segmentation INFO: Iters: 59840/150000 || Lr: 0.012649 || Task Loss: 0.1325 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:37:00 || Estimated Time: 1 day, 17:36:34
2023-08-05 15:47:31,603 semantic_segmentation INFO: Iters: 59850/150000 || Lr: 0.012648 || Task Loss: 0.1617 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:37:16 || Estimated Time: 1 day, 17:36:16
2023-08-05 15:47:47,472 semantic_segmentation INFO: Iters: 59860/150000 || Lr: 0.012647 || Task Loss: 0.1978 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:35:58
2023-08-05 15:48:03,324 semantic_segmentation INFO: Iters: 59870/150000 || Lr: 0.012645 || Task Loss: 0.1461 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:37:47 || Estimated Time: 1 day, 17:35:40
2023-08-05 15:48:19,177 semantic_segmentation INFO: Iters: 59880/150000 || Lr: 0.012644 || Task Loss: 0.1726 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:38:03 || Estimated Time: 1 day, 17:35:23
2023-08-05 15:48:35,026 semantic_segmentation INFO: Iters: 59890/150000 || Lr: 0.012643 || Task Loss: 0.1863 || KD Loss: 0.1528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:38:19 || Estimated Time: 1 day, 17:35:05
2023-08-05 15:48:50,853 semantic_segmentation INFO: Iters: 59900/150000 || Lr: 0.012642 || Task Loss: 0.2128 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:38:35 || Estimated Time: 1 day, 17:34:47
2023-08-05 15:49:06,716 semantic_segmentation INFO: Iters: 59910/150000 || Lr: 0.012640 || Task Loss: 0.2709 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:38:51 || Estimated Time: 1 day, 17:34:29
2023-08-05 15:49:22,567 semantic_segmentation INFO: Iters: 59920/150000 || Lr: 0.012639 || Task Loss: 0.1461 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:39:07 || Estimated Time: 1 day, 17:34:12
2023-08-05 15:49:38,419 semantic_segmentation INFO: Iters: 59930/150000 || Lr: 0.012638 || Task Loss: 0.2732 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:39:22 || Estimated Time: 1 day, 17:33:54
2023-08-05 15:49:54,265 semantic_segmentation INFO: Iters: 59940/150000 || Lr: 0.012637 || Task Loss: 0.3460 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:39:38 || Estimated Time: 1 day, 17:33:36
2023-08-05 15:50:10,112 semantic_segmentation INFO: Iters: 59950/150000 || Lr: 0.012635 || Task Loss: 0.5790 || KD Loss: 0.2723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:39:54 || Estimated Time: 1 day, 17:33:18
2023-08-05 15:50:25,942 semantic_segmentation INFO: Iters: 59960/150000 || Lr: 0.012634 || Task Loss: 0.1841 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:10 || Estimated Time: 1 day, 17:33:01
2023-08-05 15:50:41,768 semantic_segmentation INFO: Iters: 59970/150000 || Lr: 0.012633 || Task Loss: 0.1726 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:26 || Estimated Time: 1 day, 17:32:43
2023-08-05 15:50:57,599 semantic_segmentation INFO: Iters: 59980/150000 || Lr: 0.012632 || Task Loss: 0.1403 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:42 || Estimated Time: 1 day, 17:32:25
2023-08-05 15:51:13,437 semantic_segmentation INFO: Iters: 59990/150000 || Lr: 0.012630 || Task Loss: 0.2929 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:57 || Estimated Time: 1 day, 17:32:07
2023-08-05 15:51:29,305 semantic_segmentation INFO: Iters: 60000/150000 || Lr: 0.012629 || Task Loss: 0.3107 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:41:13 || Estimated Time: 1 day, 17:31:49
2023-08-05 15:51:29,383 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 15:51:30,240 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.406
2023-08-05 15:51:30,360 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.484
2023-08-05 15:51:30,477 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.504
2023-08-05 15:51:30,596 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.524
2023-08-05 15:51:30,713 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.517
2023-08-05 15:51:30,830 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.522
2023-08-05 15:51:30,946 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.531
2023-08-05 15:51:31,064 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.573
2023-08-05 15:51:31,181 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.618
2023-08-05 15:51:31,299 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.663
2023-08-05 15:51:31,419 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.664
2023-08-05 15:51:31,535 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.688
2023-08-05 15:51:31,653 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.698
2023-08-05 15:51:31,771 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.686
2023-08-05 15:51:31,890 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.645
2023-08-05 15:51:32,008 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.638
2023-08-05 15:51:32,125 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.643
2023-08-05 15:51:32,243 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.647
2023-08-05 15:51:32,361 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.656
2023-08-05 15:51:32,478 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.662
2023-08-05 15:51:32,600 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.664
2023-08-05 15:51:32,718 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 15:51:32,836 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-05 15:51:32,954 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.688
2023-08-05 15:51:33,076 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 15:51:33,193 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:51:33,310 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.685
2023-08-05 15:51:33,428 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.681
2023-08-05 15:51:33,548 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 15:51:33,664 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.698
2023-08-05 15:51:33,781 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.697
2023-08-05 15:51:33,897 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 15:51:34,014 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 15:51:34,132 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 15:51:34,249 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 15:51:34,365 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 15:51:34,483 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 15:51:34,605 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 15:51:34,723 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.686
2023-08-05 15:51:34,841 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-05 15:51:34,960 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.689
2023-08-05 15:51:35,081 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-05 15:51:35,200 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 15:51:35,317 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-05 15:51:35,436 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-05 15:51:35,557 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 15:51:35,675 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 15:51:35,793 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-05 15:51:35,910 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.693
2023-08-05 15:51:36,031 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 15:51:36,149 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 15:51:36,267 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.704
2023-08-05 15:51:36,384 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.705
2023-08-05 15:51:36,501 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.707
2023-08-05 15:51:36,623 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.706
2023-08-05 15:51:36,741 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-05 15:51:36,857 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 15:51:36,975 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.718
2023-08-05 15:51:37,097 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.721
2023-08-05 15:51:37,214 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-05 15:51:37,332 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.723
2023-08-05 15:51:37,449 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.725
2023-08-05 15:51:37,572 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.723
2023-08-05 15:51:37,689 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.727
2023-08-05 15:51:37,806 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.730
2023-08-05 15:51:37,923 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.730
2023-08-05 15:51:38,039 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.727
2023-08-05 15:51:38,156 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.728
2023-08-05 15:51:38,273 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.727
2023-08-05 15:51:38,391 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.725
2023-08-05 15:51:38,511 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.725
2023-08-05 15:51:38,628 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.722
2023-08-05 15:51:38,746 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.720
2023-08-05 15:51:38,863 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-05 15:51:38,982 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.720
2023-08-05 15:51:39,104 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.720
2023-08-05 15:51:39,222 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.720
2023-08-05 15:51:39,339 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-05 15:51:39,457 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-05 15:51:39,581 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-05 15:51:39,699 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.721
2023-08-05 15:51:39,816 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.720
2023-08-05 15:51:39,933 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.720
2023-08-05 15:51:40,054 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.714
2023-08-05 15:51:40,174 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.706
2023-08-05 15:51:40,292 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 15:51:40,410 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 15:51:40,528 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.705
2023-08-05 15:51:40,644 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.704
2023-08-05 15:51:40,764 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.704
2023-08-05 15:51:40,883 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.704
2023-08-05 15:51:41,001 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 15:51:41,122 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.709
2023-08-05 15:51:41,238 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 15:51:41,357 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.710
2023-08-05 15:51:41,473 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.710
2023-08-05 15:51:41,597 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 15:51:41,716 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.710
2023-08-05 15:51:41,832 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 15:51:41,950 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.712
2023-08-05 15:51:42,074 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.712
2023-08-05 15:51:42,191 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.710
2023-08-05 15:51:42,308 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.710
2023-08-05 15:51:42,426 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.710
2023-08-05 15:51:42,546 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.710
2023-08-05 15:51:42,663 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 15:51:42,781 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 15:51:42,899 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 15:51:43,018 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 15:51:43,135 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 15:51:43,253 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 15:51:43,370 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.710
2023-08-05 15:51:43,487 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.709
2023-08-05 15:51:43,610 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.709
2023-08-05 15:51:43,729 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.709
2023-08-05 15:51:43,847 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.709
2023-08-05 15:51:43,965 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.937, mIoU: 0.708
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2023-08-05 15:51:45,025 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.706
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2023-08-05 15:52:07,384 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.933, mIoU: 0.686
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2023-08-05 15:52:07,619 semantic_segmentation INFO: Sample: 317, Validation pixAcc: 0.934, mIoU: 0.686
2023-08-05 15:52:07,734 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.933, mIoU: 0.685
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2023-08-05 15:52:07,962 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.933, mIoU: 0.684
2023-08-05 15:52:08,080 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.933, mIoU: 0.684
2023-08-05 15:52:08,198 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.933, mIoU: 0.685
2023-08-05 15:52:08,315 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.933, mIoU: 0.683
2023-08-05 15:52:08,433 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.933, mIoU: 0.684
2023-08-05 15:52:08,550 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.933, mIoU: 0.684
2023-08-05 15:52:08,670 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.933, mIoU: 0.684
2023-08-05 15:52:08,788 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.933, mIoU: 0.685
2023-08-05 15:52:08,907 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.933, mIoU: 0.685
2023-08-05 15:52:09,024 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.933, mIoU: 0.685
2023-08-05 15:52:09,146 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.934, mIoU: 0.685
2023-08-05 15:52:09,263 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.934, mIoU: 0.686
2023-08-05 15:52:09,380 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.934, mIoU: 0.686
2023-08-05 15:52:09,499 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.934, mIoU: 0.685
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2023-08-05 15:52:09,740 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.934, mIoU: 0.686
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2023-08-05 15:52:09,977 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.934, mIoU: 0.686
2023-08-05 15:52:10,097 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.934, mIoU: 0.686
2023-08-05 15:52:10,214 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.934, mIoU: 0.686
2023-08-05 15:52:10,332 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.934, mIoU: 0.687
2023-08-05 15:52:10,450 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.935, mIoU: 0.687
2023-08-05 15:52:10,567 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.935, mIoU: 0.687
2023-08-05 15:52:10,685 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.935, mIoU: 0.687
2023-08-05 15:52:10,803 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.935, mIoU: 0.687
2023-08-05 15:52:10,921 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.935, mIoU: 0.687
2023-08-05 15:52:11,039 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.935, mIoU: 0.687
2023-08-05 15:52:11,162 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.935, mIoU: 0.688
2023-08-05 15:52:11,280 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.935, mIoU: 0.688
2023-08-05 15:52:11,399 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.935, mIoU: 0.688
2023-08-05 15:52:11,516 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.935, mIoU: 0.688
2023-08-05 15:52:11,639 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.936, mIoU: 0.688
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2023-08-05 15:52:11,876 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.936, mIoU: 0.689
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2023-08-05 15:52:12,117 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 15:52:12,235 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 15:52:12,353 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.936, mIoU: 0.689
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2023-08-05 15:52:12,591 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.936, mIoU: 0.689
2023-08-05 15:52:12,709 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.936, mIoU: 0.690
2023-08-05 15:52:12,827 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.936, mIoU: 0.690
2023-08-05 15:52:12,946 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.936, mIoU: 0.690
2023-08-05 15:52:13,065 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 15:52:13,183 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 15:52:13,300 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 15:52:13,419 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.937, mIoU: 0.690
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2023-08-05 15:52:13,659 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 15:52:13,777 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.937, mIoU: 0.690
2023-08-05 15:52:13,895 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.937, mIoU: 0.691
2023-08-05 15:52:14,014 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.937, mIoU: 0.691
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2023-08-05 15:52:14,254 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.937, mIoU: 0.691
2023-08-05 15:52:14,372 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.937, mIoU: 0.691
2023-08-05 15:52:14,491 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.937, mIoU: 0.691
2023-08-05 15:52:14,613 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 15:52:14,730 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 15:52:14,847 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 15:52:14,965 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.938, mIoU: 0.692
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2023-08-05 15:52:15,555 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.938, mIoU: 0.692
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2023-08-05 15:52:15,791 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.938, mIoU: 0.692
2023-08-05 15:52:15,909 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.938, mIoU: 0.692
2023-08-05 15:52:16,027 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.938, mIoU: 0.692
2023-08-05 15:52:16,149 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 15:52:16,267 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.938, mIoU: 0.693
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2023-08-05 15:52:16,626 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.939, mIoU: 0.693
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2023-08-05 15:52:16,981 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.939, mIoU: 0.693
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2023-08-05 15:52:17,333 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.939, mIoU: 0.694
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2023-08-05 15:52:17,571 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.939, mIoU: 0.693
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2023-08-05 15:52:17,923 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 15:52:18,041 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 15:52:18,164 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.940, mIoU: 0.694
2023-08-05 15:52:18,282 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.940, mIoU: 0.694
2023-08-05 15:52:18,400 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.940, mIoU: 0.694
2023-08-05 15:52:18,518 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.940, mIoU: 0.694
2023-08-05 15:52:18,640 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:18,757 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:18,876 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:18,995 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:19,118 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:19,236 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:19,354 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:19,472 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:19,589 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:19,706 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:19,823 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:19,939 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:20,057 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.940, mIoU: 0.695
2023-08-05 15:52:20,175 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:20,293 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:20,411 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:20,529 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.941, mIoU: 0.696
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2023-08-05 15:52:20,768 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:20,886 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:21,003 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.941, mIoU: 0.696
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2023-08-05 15:52:21,244 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:21,361 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:21,479 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:21,597 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:21,714 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 15:52:21,830 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 15:52:21,950 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 15:52:22,068 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 15:52:22,186 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:22,303 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:22,422 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 15:52:22,539 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:22,661 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:22,778 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:22,895 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:23,013 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:23,135 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:23,252 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:23,371 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:23,490 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 15:52:23,607 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.942, mIoU: 0.697
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2023-08-05 15:52:23,842 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 15:52:23,960 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 15:52:24,077 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 15:52:24,195 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 15:52:24,313 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 15:52:24,431 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 15:52:24,546 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:24,667 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:24,785 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:24,903 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:25,022 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:25,144 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:25,262 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:25,380 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:25,497 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:25,620 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:25,737 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:25,854 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:25,971 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:26,091 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 15:52:26,208 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.700
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2023-08-05 15:52:26,442 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.700
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2023-08-05 15:52:26,680 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:26,799 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:26,916 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:27,034 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:27,158 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:27,277 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:27,396 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:27,514 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:27,636 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 15:52:27,754 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 15:52:27,874 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 15:52:27,992 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 15:52:28,109 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 15:52:28,227 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 15:52:28,343 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 15:52:28,461 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 15:52:28,578 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 15:52:28,698 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 15:52:28,817 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 15:52:28,934 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 15:52:29,053 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 15:52:29,177 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 15:52:29,294 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 15:52:45,275 semantic_segmentation INFO: Iters: 60010/150000 || Lr: 0.012628 || Task Loss: 0.3165 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:42:29 || Estimated Time: 1 day, 17:33:02
2023-08-05 15:53:01,171 semantic_segmentation INFO: Iters: 60020/150000 || Lr: 0.012627 || Task Loss: 0.2568 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:42:45 || Estimated Time: 1 day, 17:32:44
2023-08-05 15:53:17,064 semantic_segmentation INFO: Iters: 60030/150000 || Lr: 0.012625 || Task Loss: 0.3123 || KD Loss: 0.1642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:43:01 || Estimated Time: 1 day, 17:32:26
2023-08-05 15:53:32,972 semantic_segmentation INFO: Iters: 60040/150000 || Lr: 0.012624 || Task Loss: 0.3520 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:32:09
2023-08-05 15:53:48,878 semantic_segmentation INFO: Iters: 60050/150000 || Lr: 0.012623 || Task Loss: 0.2111 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:31:51
2023-08-05 15:54:04,789 semantic_segmentation INFO: Iters: 60060/150000 || Lr: 0.012621 || Task Loss: 0.2087 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:31:33
2023-08-05 15:54:20,711 semantic_segmentation INFO: Iters: 60070/150000 || Lr: 0.012620 || Task Loss: 0.2700 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:44:05 || Estimated Time: 1 day, 17:31:16
2023-08-05 15:54:36,609 semantic_segmentation INFO: Iters: 60080/150000 || Lr: 0.012619 || Task Loss: 0.1478 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:44:21 || Estimated Time: 1 day, 17:30:58
2023-08-05 15:54:52,501 semantic_segmentation INFO: Iters: 60090/150000 || Lr: 0.012618 || Task Loss: 0.4192 || KD Loss: 0.1739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:44:37 || Estimated Time: 1 day, 17:30:40
2023-08-05 15:55:08,394 semantic_segmentation INFO: Iters: 60100/150000 || Lr: 0.012616 || Task Loss: 0.2017 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:44:52 || Estimated Time: 1 day, 17:30:23
2023-08-05 15:55:24,270 semantic_segmentation INFO: Iters: 60110/150000 || Lr: 0.012615 || Task Loss: 0.2560 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:45:08 || Estimated Time: 1 day, 17:30:05
2023-08-05 15:55:40,152 semantic_segmentation INFO: Iters: 60120/150000 || Lr: 0.012614 || Task Loss: 0.2003 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:45:24 || Estimated Time: 1 day, 17:29:47
2023-08-05 15:55:56,019 semantic_segmentation INFO: Iters: 60130/150000 || Lr: 0.012613 || Task Loss: 0.3973 || KD Loss: 0.1784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:45:40 || Estimated Time: 1 day, 17:29:29
2023-08-05 15:56:11,890 semantic_segmentation INFO: Iters: 60140/150000 || Lr: 0.012611 || Task Loss: 0.2348 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:45:56 || Estimated Time: 1 day, 17:29:12
2023-08-05 15:56:27,744 semantic_segmentation INFO: Iters: 60150/150000 || Lr: 0.012610 || Task Loss: 0.3998 || KD Loss: 0.1504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:46:12 || Estimated Time: 1 day, 17:28:54
2023-08-05 15:56:43,609 semantic_segmentation INFO: Iters: 60160/150000 || Lr: 0.012609 || Task Loss: 0.4360 || KD Loss: 0.1434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:46:28 || Estimated Time: 1 day, 17:28:36
2023-08-05 15:56:59,482 semantic_segmentation INFO: Iters: 60170/150000 || Lr: 0.012608 || Task Loss: 0.2281 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:46:44 || Estimated Time: 1 day, 17:28:18
2023-08-05 15:57:15,327 semantic_segmentation INFO: Iters: 60180/150000 || Lr: 0.012606 || Task Loss: 0.2591 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:46:59 || Estimated Time: 1 day, 17:28:01
2023-08-05 15:57:31,175 semantic_segmentation INFO: Iters: 60190/150000 || Lr: 0.012605 || Task Loss: 0.3403 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:47:15 || Estimated Time: 1 day, 17:27:43
2023-08-05 15:57:47,013 semantic_segmentation INFO: Iters: 60200/150000 || Lr: 0.012604 || Task Loss: 0.1797 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:47:31 || Estimated Time: 1 day, 17:27:25
2023-08-05 15:58:02,861 semantic_segmentation INFO: Iters: 60210/150000 || Lr: 0.012603 || Task Loss: 0.1592 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:47:47 || Estimated Time: 1 day, 17:27:07
2023-08-05 15:58:18,712 semantic_segmentation INFO: Iters: 60220/150000 || Lr: 0.012601 || Task Loss: 0.2667 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:48:03 || Estimated Time: 1 day, 17:26:49
2023-08-05 15:58:34,575 semantic_segmentation INFO: Iters: 60230/150000 || Lr: 0.012600 || Task Loss: 0.2846 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:48:19 || Estimated Time: 1 day, 17:26:32
2023-08-05 15:58:50,449 semantic_segmentation INFO: Iters: 60240/150000 || Lr: 0.012599 || Task Loss: 0.1973 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:48:34 || Estimated Time: 1 day, 17:26:14
2023-08-05 15:59:06,305 semantic_segmentation INFO: Iters: 60250/150000 || Lr: 0.012597 || Task Loss: 0.1831 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:48:50 || Estimated Time: 1 day, 17:25:56
2023-08-05 15:59:22,193 semantic_segmentation INFO: Iters: 60260/150000 || Lr: 0.012596 || Task Loss: 0.1508 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:49:06 || Estimated Time: 1 day, 17:25:39
2023-08-05 15:59:38,062 semantic_segmentation INFO: Iters: 60270/150000 || Lr: 0.012595 || Task Loss: 0.4130 || KD Loss: 0.1390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:49:22 || Estimated Time: 1 day, 17:25:21
2023-08-05 15:59:53,927 semantic_segmentation INFO: Iters: 60280/150000 || Lr: 0.012594 || Task Loss: 0.2121 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:49:38 || Estimated Time: 1 day, 17:25:03
2023-08-05 16:00:09,774 semantic_segmentation INFO: Iters: 60290/150000 || Lr: 0.012592 || Task Loss: 0.2405 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:49:54 || Estimated Time: 1 day, 17:24:45
2023-08-05 16:00:25,608 semantic_segmentation INFO: Iters: 60300/150000 || Lr: 0.012591 || Task Loss: 0.2898 || KD Loss: 0.1010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:50:10 || Estimated Time: 1 day, 17:24:28
2023-08-05 16:00:41,486 semantic_segmentation INFO: Iters: 60310/150000 || Lr: 0.012590 || Task Loss: 0.4101 || KD Loss: 0.2271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:50:26 || Estimated Time: 1 day, 17:24:10
2023-08-05 16:00:57,363 semantic_segmentation INFO: Iters: 60320/150000 || Lr: 0.012589 || Task Loss: 0.2131 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:50:41 || Estimated Time: 1 day, 17:23:52
2023-08-05 16:01:13,221 semantic_segmentation INFO: Iters: 60330/150000 || Lr: 0.012587 || Task Loss: 0.2385 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:50:57 || Estimated Time: 1 day, 17:23:34
2023-08-05 16:01:29,077 semantic_segmentation INFO: Iters: 60340/150000 || Lr: 0.012586 || Task Loss: 0.3622 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:51:13 || Estimated Time: 1 day, 17:23:17
2023-08-05 16:01:44,951 semantic_segmentation INFO: Iters: 60350/150000 || Lr: 0.012585 || Task Loss: 0.2412 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:22:59
2023-08-05 16:02:00,804 semantic_segmentation INFO: Iters: 60360/150000 || Lr: 0.012584 || Task Loss: 0.1640 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:22:41
2023-08-05 16:02:16,671 semantic_segmentation INFO: Iters: 60370/150000 || Lr: 0.012582 || Task Loss: 0.2206 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:01 || Estimated Time: 1 day, 17:22:23
2023-08-05 16:02:32,531 semantic_segmentation INFO: Iters: 60380/150000 || Lr: 0.012581 || Task Loss: 0.3555 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:17 || Estimated Time: 1 day, 17:22:06
2023-08-05 16:02:48,383 semantic_segmentation INFO: Iters: 60390/150000 || Lr: 0.012580 || Task Loss: 0.1954 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:32 || Estimated Time: 1 day, 17:21:48
2023-08-05 16:03:04,247 semantic_segmentation INFO: Iters: 60400/150000 || Lr: 0.012579 || Task Loss: 0.5403 || KD Loss: 0.1798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:48 || Estimated Time: 1 day, 17:21:30
2023-08-05 16:03:20,106 semantic_segmentation INFO: Iters: 60410/150000 || Lr: 0.012577 || Task Loss: 0.1928 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:53:04 || Estimated Time: 1 day, 17:21:12
2023-08-05 16:03:35,961 semantic_segmentation INFO: Iters: 60420/150000 || Lr: 0.012576 || Task Loss: 0.2766 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:53:20 || Estimated Time: 1 day, 17:20:55
2023-08-05 16:03:51,799 semantic_segmentation INFO: Iters: 60430/150000 || Lr: 0.012575 || Task Loss: 0.3020 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:53:36 || Estimated Time: 1 day, 17:20:37
2023-08-05 16:04:07,640 semantic_segmentation INFO: Iters: 60440/150000 || Lr: 0.012573 || Task Loss: 0.2390 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:53:52 || Estimated Time: 1 day, 17:20:19
2023-08-05 16:04:23,490 semantic_segmentation INFO: Iters: 60450/150000 || Lr: 0.012572 || Task Loss: 0.2807 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:54:08 || Estimated Time: 1 day, 17:20:01
2023-08-05 16:04:39,341 semantic_segmentation INFO: Iters: 60460/150000 || Lr: 0.012571 || Task Loss: 0.1716 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:54:23 || Estimated Time: 1 day, 17:19:44
2023-08-05 16:04:55,189 semantic_segmentation INFO: Iters: 60470/150000 || Lr: 0.012570 || Task Loss: 0.1796 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:54:39 || Estimated Time: 1 day, 17:19:26
2023-08-05 16:05:11,016 semantic_segmentation INFO: Iters: 60480/150000 || Lr: 0.012568 || Task Loss: 0.2748 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:54:55 || Estimated Time: 1 day, 17:19:08
2023-08-05 16:05:26,845 semantic_segmentation INFO: Iters: 60490/150000 || Lr: 0.012567 || Task Loss: 0.1492 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:55:11 || Estimated Time: 1 day, 17:18:50
2023-08-05 16:05:42,706 semantic_segmentation INFO: Iters: 60500/150000 || Lr: 0.012566 || Task Loss: 0.2351 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:55:27 || Estimated Time: 1 day, 17:18:33
2023-08-05 16:05:58,561 semantic_segmentation INFO: Iters: 60510/150000 || Lr: 0.012565 || Task Loss: 0.2365 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:55:43 || Estimated Time: 1 day, 17:18:15
2023-08-05 16:06:14,394 semantic_segmentation INFO: Iters: 60520/150000 || Lr: 0.012563 || Task Loss: 0.2205 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:55:58 || Estimated Time: 1 day, 17:17:57
2023-08-05 16:06:30,215 semantic_segmentation INFO: Iters: 60530/150000 || Lr: 0.012562 || Task Loss: 0.1701 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:56:14 || Estimated Time: 1 day, 17:17:39
2023-08-05 16:06:46,049 semantic_segmentation INFO: Iters: 60540/150000 || Lr: 0.012561 || Task Loss: 0.1642 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:56:30 || Estimated Time: 1 day, 17:17:21
2023-08-05 16:07:01,916 semantic_segmentation INFO: Iters: 60550/150000 || Lr: 0.012560 || Task Loss: 0.2036 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:17:04
2023-08-05 16:07:17,767 semantic_segmentation INFO: Iters: 60560/150000 || Lr: 0.012558 || Task Loss: 0.1549 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:16:46
2023-08-05 16:07:33,639 semantic_segmentation INFO: Iters: 60570/150000 || Lr: 0.012557 || Task Loss: 0.1966 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:57:18 || Estimated Time: 1 day, 17:16:28
2023-08-05 16:07:49,486 semantic_segmentation INFO: Iters: 60580/150000 || Lr: 0.012556 || Task Loss: 0.1781 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:57:34 || Estimated Time: 1 day, 17:16:11
2023-08-05 16:08:05,351 semantic_segmentation INFO: Iters: 60590/150000 || Lr: 0.012555 || Task Loss: 0.2457 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:57:49 || Estimated Time: 1 day, 17:15:53
2023-08-05 16:08:21,188 semantic_segmentation INFO: Iters: 60600/150000 || Lr: 0.012553 || Task Loss: 0.2667 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:58:05 || Estimated Time: 1 day, 17:15:35
2023-08-05 16:08:37,028 semantic_segmentation INFO: Iters: 60610/150000 || Lr: 0.012552 || Task Loss: 0.3691 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:58:21 || Estimated Time: 1 day, 17:15:17
2023-08-05 16:08:52,864 semantic_segmentation INFO: Iters: 60620/150000 || Lr: 0.012551 || Task Loss: 0.1726 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:58:37 || Estimated Time: 1 day, 17:15:00
2023-08-05 16:09:08,719 semantic_segmentation INFO: Iters: 60630/150000 || Lr: 0.012549 || Task Loss: 0.1974 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:58:53 || Estimated Time: 1 day, 17:14:42
2023-08-05 16:09:24,574 semantic_segmentation INFO: Iters: 60640/150000 || Lr: 0.012548 || Task Loss: 0.2949 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:59:09 || Estimated Time: 1 day, 17:14:24
2023-08-05 16:09:40,410 semantic_segmentation INFO: Iters: 60650/150000 || Lr: 0.012547 || Task Loss: 0.2394 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:59:24 || Estimated Time: 1 day, 17:14:06
2023-08-05 16:09:56,237 semantic_segmentation INFO: Iters: 60660/150000 || Lr: 0.012546 || Task Loss: 0.2012 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:59:40 || Estimated Time: 1 day, 17:13:49
2023-08-05 16:10:12,074 semantic_segmentation INFO: Iters: 60670/150000 || Lr: 0.012544 || Task Loss: 0.3569 || KD Loss: 0.1126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:59:56 || Estimated Time: 1 day, 17:13:31
2023-08-05 16:10:27,921 semantic_segmentation INFO: Iters: 60680/150000 || Lr: 0.012543 || Task Loss: 0.4438 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:00:12 || Estimated Time: 1 day, 17:13:13
2023-08-05 16:10:43,754 semantic_segmentation INFO: Iters: 60690/150000 || Lr: 0.012542 || Task Loss: 0.1768 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:00:28 || Estimated Time: 1 day, 17:12:55
2023-08-05 16:10:59,606 semantic_segmentation INFO: Iters: 60700/150000 || Lr: 0.012541 || Task Loss: 0.2364 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:00:44 || Estimated Time: 1 day, 17:12:38
2023-08-05 16:11:15,462 semantic_segmentation INFO: Iters: 60710/150000 || Lr: 0.012539 || Task Loss: 0.1754 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:01:00 || Estimated Time: 1 day, 17:12:20
2023-08-05 16:11:31,296 semantic_segmentation INFO: Iters: 60720/150000 || Lr: 0.012538 || Task Loss: 0.2915 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:01:15 || Estimated Time: 1 day, 17:12:02
2023-08-05 16:11:47,149 semantic_segmentation INFO: Iters: 60730/150000 || Lr: 0.012537 || Task Loss: 0.3244 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:01:31 || Estimated Time: 1 day, 17:11:44
2023-08-05 16:12:03,002 semantic_segmentation INFO: Iters: 60740/150000 || Lr: 0.012536 || Task Loss: 0.3796 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:01:47 || Estimated Time: 1 day, 17:11:27
2023-08-05 16:12:18,849 semantic_segmentation INFO: Iters: 60750/150000 || Lr: 0.012534 || Task Loss: 0.1658 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:02:03 || Estimated Time: 1 day, 17:11:09
2023-08-05 16:12:34,691 semantic_segmentation INFO: Iters: 60760/150000 || Lr: 0.012533 || Task Loss: 0.1786 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:02:19 || Estimated Time: 1 day, 17:10:51
2023-08-05 16:12:50,558 semantic_segmentation INFO: Iters: 60770/150000 || Lr: 0.012532 || Task Loss: 0.2122 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:10:33
2023-08-05 16:13:06,432 semantic_segmentation INFO: Iters: 60780/150000 || Lr: 0.012530 || Task Loss: 0.7456 || KD Loss: 0.3873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:02:50 || Estimated Time: 1 day, 17:10:16
2023-08-05 16:13:22,303 semantic_segmentation INFO: Iters: 60790/150000 || Lr: 0.012529 || Task Loss: 0.3410 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:03:06 || Estimated Time: 1 day, 17:09:58
2023-08-05 16:13:38,170 semantic_segmentation INFO: Iters: 60800/150000 || Lr: 0.012528 || Task Loss: 0.1759 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:03:22 || Estimated Time: 1 day, 17:09:40
2023-08-05 16:13:38,248 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 16:13:39,033 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.410
2023-08-05 16:13:39,156 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.501
2023-08-05 16:13:39,278 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.514
2023-08-05 16:13:39,396 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.538
2023-08-05 16:13:39,514 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.530
2023-08-05 16:13:39,633 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.531
2023-08-05 16:13:39,751 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.535
2023-08-05 16:13:39,867 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.581
2023-08-05 16:13:39,984 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.633
2023-08-05 16:13:40,101 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.689
2023-08-05 16:13:40,221 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.694
2023-08-05 16:13:40,337 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.708
2023-08-05 16:13:40,456 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.713
2023-08-05 16:13:40,574 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.708
2023-08-05 16:13:40,693 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.679
2023-08-05 16:13:40,810 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.670
2023-08-05 16:13:40,928 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.673
2023-08-05 16:13:41,045 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.674
2023-08-05 16:13:41,163 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.683
2023-08-05 16:13:41,280 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.690
2023-08-05 16:13:41,397 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.693
2023-08-05 16:13:41,519 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-05 16:13:41,637 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-05 16:13:41,754 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-05 16:13:41,872 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-05 16:13:41,994 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-05 16:13:42,113 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.725
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2023-08-05 16:13:42,348 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.717
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2023-08-05 16:13:42,706 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.723
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2023-08-05 16:13:43,056 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.726
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2023-08-05 16:14:27,986 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 16:14:28,105 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 16:14:28,223 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 16:14:28,342 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 16:14:28,461 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 16:14:28,579 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:28,696 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:28,813 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:28,931 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:29,053 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:29,170 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:29,290 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:29,409 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:29,531 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:29,648 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:29,766 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:29,884 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:30,002 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:30,120 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:30,237 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 16:14:30,355 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:30,471 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:30,590 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:30,708 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:30,827 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:30,945 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:31,068 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:31,188 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:31,306 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:31,423 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:31,548 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:31,667 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:31,784 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:31,903 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 16:14:32,026 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 16:14:32,146 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 16:14:32,265 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 16:14:32,382 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:32,502 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:32,619 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 16:14:32,737 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 16:14:32,855 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 16:14:32,973 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 16:14:33,091 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 16:14:33,209 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 16:14:33,323 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-05 16:14:33,441 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-05 16:14:33,563 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:33,680 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:33,799 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:33,917 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:34,039 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-05 16:14:34,157 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-05 16:14:34,275 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:34,393 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:34,511 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:34,628 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:34,749 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:34,872 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:34,992 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:35,106 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:35,225 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:35,345 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:35,463 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:35,581 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:35,699 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-05 16:14:35,818 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:35,936 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:36,060 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:36,178 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:36,296 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 16:14:36,413 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-05 16:14:36,535 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-05 16:14:36,654 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-05 16:14:36,773 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-05 16:14:36,891 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-05 16:14:37,008 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 16:14:37,127 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 16:14:37,244 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 16:14:37,361 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 16:14:37,479 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 16:14:37,596 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 16:14:37,713 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 16:14:37,831 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 16:14:37,949 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 16:14:38,069 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-05 16:14:54,327 semantic_segmentation INFO: Iters: 60810/150000 || Lr: 0.012527 || Task Loss: 0.2018 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:04:38 || Estimated Time: 1 day, 17:10:51
2023-08-05 16:15:10,223 semantic_segmentation INFO: Iters: 60820/150000 || Lr: 0.012525 || Task Loss: 0.1416 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:04:54 || Estimated Time: 1 day, 17:10:33
2023-08-05 16:15:26,129 semantic_segmentation INFO: Iters: 60830/150000 || Lr: 0.012524 || Task Loss: 0.1936 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:05:10 || Estimated Time: 1 day, 17:10:16
2023-08-05 16:15:42,048 semantic_segmentation INFO: Iters: 60840/150000 || Lr: 0.012523 || Task Loss: 0.2209 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:05:26 || Estimated Time: 1 day, 17:09:58
2023-08-05 16:15:57,973 semantic_segmentation INFO: Iters: 60850/150000 || Lr: 0.012522 || Task Loss: 0.2702 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:05:42 || Estimated Time: 1 day, 17:09:40
2023-08-05 16:16:13,893 semantic_segmentation INFO: Iters: 60860/150000 || Lr: 0.012520 || Task Loss: 0.2357 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:05:58 || Estimated Time: 1 day, 17:09:23
2023-08-05 16:16:29,839 semantic_segmentation INFO: Iters: 60870/150000 || Lr: 0.012519 || Task Loss: 0.1659 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:06:14 || Estimated Time: 1 day, 17:09:05
2023-08-05 16:16:45,746 semantic_segmentation INFO: Iters: 60880/150000 || Lr: 0.012518 || Task Loss: 0.2463 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:06:30 || Estimated Time: 1 day, 17:08:47
2023-08-05 16:17:01,659 semantic_segmentation INFO: Iters: 60890/150000 || Lr: 0.012517 || Task Loss: 0.1908 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:06:46 || Estimated Time: 1 day, 17:08:30
2023-08-05 16:17:17,550 semantic_segmentation INFO: Iters: 60900/150000 || Lr: 0.012515 || Task Loss: 0.1534 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:07:02 || Estimated Time: 1 day, 17:08:12
2023-08-05 16:17:33,431 semantic_segmentation INFO: Iters: 60910/150000 || Lr: 0.012514 || Task Loss: 0.2319 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:07:17 || Estimated Time: 1 day, 17:07:54
2023-08-05 16:17:49,292 semantic_segmentation INFO: Iters: 60920/150000 || Lr: 0.012513 || Task Loss: 0.2217 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:07:33 || Estimated Time: 1 day, 17:07:37
2023-08-05 16:18:05,149 semantic_segmentation INFO: Iters: 60930/150000 || Lr: 0.012512 || Task Loss: 0.2572 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:07:49 || Estimated Time: 1 day, 17:07:19
2023-08-05 16:18:21,018 semantic_segmentation INFO: Iters: 60940/150000 || Lr: 0.012510 || Task Loss: 0.2840 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:08:05 || Estimated Time: 1 day, 17:07:01
2023-08-05 16:18:36,870 semantic_segmentation INFO: Iters: 60950/150000 || Lr: 0.012509 || Task Loss: 0.2016 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:08:21 || Estimated Time: 1 day, 17:06:43
2023-08-05 16:18:52,711 semantic_segmentation INFO: Iters: 60960/150000 || Lr: 0.012508 || Task Loss: 0.2694 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:08:37 || Estimated Time: 1 day, 17:06:26
2023-08-05 16:19:08,576 semantic_segmentation INFO: Iters: 60970/150000 || Lr: 0.012506 || Task Loss: 0.2865 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 17:06:08
2023-08-05 16:19:24,434 semantic_segmentation INFO: Iters: 60980/150000 || Lr: 0.012505 || Task Loss: 0.2275 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:08 || Estimated Time: 1 day, 17:05:50
2023-08-05 16:19:40,296 semantic_segmentation INFO: Iters: 60990/150000 || Lr: 0.012504 || Task Loss: 0.3028 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:24 || Estimated Time: 1 day, 17:05:33
2023-08-05 16:19:56,153 semantic_segmentation INFO: Iters: 61000/150000 || Lr: 0.012503 || Task Loss: 0.1773 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:40 || Estimated Time: 1 day, 17:05:15
2023-08-05 16:20:12,011 semantic_segmentation INFO: Iters: 61010/150000 || Lr: 0.012501 || Task Loss: 0.1960 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:56 || Estimated Time: 1 day, 17:04:57
2023-08-05 16:20:27,856 semantic_segmentation INFO: Iters: 61020/150000 || Lr: 0.012500 || Task Loss: 0.2867 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:10:12 || Estimated Time: 1 day, 17:04:39
2023-08-05 16:20:43,715 semantic_segmentation INFO: Iters: 61030/150000 || Lr: 0.012499 || Task Loss: 0.3438 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:10:28 || Estimated Time: 1 day, 17:04:22
2023-08-05 16:20:59,553 semantic_segmentation INFO: Iters: 61040/150000 || Lr: 0.012498 || Task Loss: 0.2250 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:10:44 || Estimated Time: 1 day, 17:04:04
2023-08-05 16:21:15,398 semantic_segmentation INFO: Iters: 61050/150000 || Lr: 0.012496 || Task Loss: 0.2992 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:10:59 || Estimated Time: 1 day, 17:03:46
2023-08-05 16:21:31,238 semantic_segmentation INFO: Iters: 61060/150000 || Lr: 0.012495 || Task Loss: 0.1908 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:11:15 || Estimated Time: 1 day, 17:03:28
2023-08-05 16:21:47,106 semantic_segmentation INFO: Iters: 61070/150000 || Lr: 0.012494 || Task Loss: 0.2812 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:11:31 || Estimated Time: 1 day, 17:03:11
2023-08-05 16:22:02,973 semantic_segmentation INFO: Iters: 61080/150000 || Lr: 0.012493 || Task Loss: 0.2227 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:11:47 || Estimated Time: 1 day, 17:02:53
2023-08-05 16:22:18,817 semantic_segmentation INFO: Iters: 61090/150000 || Lr: 0.012491 || Task Loss: 0.3857 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:03 || Estimated Time: 1 day, 17:02:35
2023-08-05 16:22:34,678 semantic_segmentation INFO: Iters: 61100/150000 || Lr: 0.012490 || Task Loss: 0.1940 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:19 || Estimated Time: 1 day, 17:02:17
2023-08-05 16:22:50,538 semantic_segmentation INFO: Iters: 61110/150000 || Lr: 0.012489 || Task Loss: 0.2734 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:35 || Estimated Time: 1 day, 17:02:00
2023-08-05 16:23:06,378 semantic_segmentation INFO: Iters: 61120/150000 || Lr: 0.012488 || Task Loss: 0.3177 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:50 || Estimated Time: 1 day, 17:01:42
2023-08-05 16:23:22,234 semantic_segmentation INFO: Iters: 61130/150000 || Lr: 0.012486 || Task Loss: 0.2761 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:13:06 || Estimated Time: 1 day, 17:01:24
2023-08-05 16:23:38,106 semantic_segmentation INFO: Iters: 61140/150000 || Lr: 0.012485 || Task Loss: 0.4925 || KD Loss: 0.1272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:13:22 || Estimated Time: 1 day, 17:01:07
2023-08-05 16:23:53,957 semantic_segmentation INFO: Iters: 61150/150000 || Lr: 0.012484 || Task Loss: 0.2910 || KD Loss: 0.1501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:13:38 || Estimated Time: 1 day, 17:00:49
2023-08-05 16:24:09,798 semantic_segmentation INFO: Iters: 61160/150000 || Lr: 0.012482 || Task Loss: 0.2609 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:13:54 || Estimated Time: 1 day, 17:00:31
2023-08-05 16:24:25,637 semantic_segmentation INFO: Iters: 61170/150000 || Lr: 0.012481 || Task Loss: 0.4993 || KD Loss: 0.2574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:14:10 || Estimated Time: 1 day, 17:00:13
2023-08-05 16:24:41,471 semantic_segmentation INFO: Iters: 61180/150000 || Lr: 0.012480 || Task Loss: 0.4554 || KD Loss: 0.1787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:14:26 || Estimated Time: 1 day, 16:59:56
2023-08-05 16:24:57,313 semantic_segmentation INFO: Iters: 61190/150000 || Lr: 0.012479 || Task Loss: 0.7933 || KD Loss: 0.3507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0806|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:14:41 || Estimated Time: 1 day, 16:59:38
2023-08-05 16:25:13,156 semantic_segmentation INFO: Iters: 61200/150000 || Lr: 0.012477 || Task Loss: 1.3322 || KD Loss: 0.9172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:14:57 || Estimated Time: 1 day, 16:59:20
2023-08-05 16:25:29,008 semantic_segmentation INFO: Iters: 61210/150000 || Lr: 0.012476 || Task Loss: 0.6879 || KD Loss: 0.3895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:15:13 || Estimated Time: 1 day, 16:59:02
2023-08-05 16:25:44,833 semantic_segmentation INFO: Iters: 61220/150000 || Lr: 0.012475 || Task Loss: 0.4405 || KD Loss: 0.2063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:15:29 || Estimated Time: 1 day, 16:58:45
2023-08-05 16:26:00,674 semantic_segmentation INFO: Iters: 61230/150000 || Lr: 0.012474 || Task Loss: 0.3402 || KD Loss: 0.2016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:15:45 || Estimated Time: 1 day, 16:58:27
2023-08-05 16:26:16,522 semantic_segmentation INFO: Iters: 61240/150000 || Lr: 0.012472 || Task Loss: 0.4414 || KD Loss: 0.2854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:16:01 || Estimated Time: 1 day, 16:58:09
2023-08-05 16:26:32,364 semantic_segmentation INFO: Iters: 61250/150000 || Lr: 0.012471 || Task Loss: 0.3023 || KD Loss: 0.1447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:16:16 || Estimated Time: 1 day, 16:57:51
2023-08-05 16:26:48,217 semantic_segmentation INFO: Iters: 61260/150000 || Lr: 0.012470 || Task Loss: 0.4394 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:16:32 || Estimated Time: 1 day, 16:57:34
2023-08-05 16:27:04,090 semantic_segmentation INFO: Iters: 61270/150000 || Lr: 0.012469 || Task Loss: 0.3509 || KD Loss: 0.2244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:16:48 || Estimated Time: 1 day, 16:57:16
2023-08-05 16:27:19,951 semantic_segmentation INFO: Iters: 61280/150000 || Lr: 0.012467 || Task Loss: 0.5439 || KD Loss: 0.2663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:17:04 || Estimated Time: 1 day, 16:56:58
2023-08-05 16:27:35,823 semantic_segmentation INFO: Iters: 61290/150000 || Lr: 0.012466 || Task Loss: 0.2234 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:17:20 || Estimated Time: 1 day, 16:56:41
2023-08-05 16:27:51,699 semantic_segmentation INFO: Iters: 61300/150000 || Lr: 0.012465 || Task Loss: 0.4834 || KD Loss: 0.2443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:17:36 || Estimated Time: 1 day, 16:56:23
2023-08-05 16:28:07,565 semantic_segmentation INFO: Iters: 61310/150000 || Lr: 0.012463 || Task Loss: 0.3329 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:17:52 || Estimated Time: 1 day, 16:56:05
2023-08-05 16:28:23,408 semantic_segmentation INFO: Iters: 61320/150000 || Lr: 0.012462 || Task Loss: 0.4355 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:18:07 || Estimated Time: 1 day, 16:55:47
2023-08-05 16:28:39,268 semantic_segmentation INFO: Iters: 61330/150000 || Lr: 0.012461 || Task Loss: 0.2511 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:18:23 || Estimated Time: 1 day, 16:55:30
2023-08-05 16:28:55,127 semantic_segmentation INFO: Iters: 61340/150000 || Lr: 0.012460 || Task Loss: 0.1738 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:18:39 || Estimated Time: 1 day, 16:55:12
2023-08-05 16:29:11,003 semantic_segmentation INFO: Iters: 61350/150000 || Lr: 0.012458 || Task Loss: 0.2313 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:18:55 || Estimated Time: 1 day, 16:54:54
2023-08-05 16:29:26,843 semantic_segmentation INFO: Iters: 61360/150000 || Lr: 0.012457 || Task Loss: 0.2238 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:19:11 || Estimated Time: 1 day, 16:54:37
2023-08-05 16:29:42,705 semantic_segmentation INFO: Iters: 61370/150000 || Lr: 0.012456 || Task Loss: 0.3341 || KD Loss: 0.1694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:19:27 || Estimated Time: 1 day, 16:54:19
2023-08-05 16:29:58,550 semantic_segmentation INFO: Iters: 61380/150000 || Lr: 0.012455 || Task Loss: 0.2011 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:19:43 || Estimated Time: 1 day, 16:54:01
2023-08-05 16:30:14,396 semantic_segmentation INFO: Iters: 61390/150000 || Lr: 0.012453 || Task Loss: 0.5045 || KD Loss: 0.2024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:19:58 || Estimated Time: 1 day, 16:53:43
2023-08-05 16:30:30,227 semantic_segmentation INFO: Iters: 61400/150000 || Lr: 0.012452 || Task Loss: 0.5409 || KD Loss: 0.2097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:20:14 || Estimated Time: 1 day, 16:53:26
2023-08-05 16:30:46,082 semantic_segmentation INFO: Iters: 61410/150000 || Lr: 0.012451 || Task Loss: 0.7093 || KD Loss: 0.3918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:20:30 || Estimated Time: 1 day, 16:53:08
2023-08-05 16:31:01,950 semantic_segmentation INFO: Iters: 61420/150000 || Lr: 0.012450 || Task Loss: 0.3101 || KD Loss: 0.1270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:20:46 || Estimated Time: 1 day, 16:52:50
2023-08-05 16:31:17,830 semantic_segmentation INFO: Iters: 61430/150000 || Lr: 0.012448 || Task Loss: 0.2697 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:21:02 || Estimated Time: 1 day, 16:52:33
2023-08-05 16:31:33,709 semantic_segmentation INFO: Iters: 61440/150000 || Lr: 0.012447 || Task Loss: 0.2662 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:21:18 || Estimated Time: 1 day, 16:52:15
2023-08-05 16:31:49,577 semantic_segmentation INFO: Iters: 61450/150000 || Lr: 0.012446 || Task Loss: 0.5180 || KD Loss: 0.3105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:21:34 || Estimated Time: 1 day, 16:51:57
2023-08-05 16:32:05,454 semantic_segmentation INFO: Iters: 61460/150000 || Lr: 0.012445 || Task Loss: 0.2826 || KD Loss: 0.1527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:21:49 || Estimated Time: 1 day, 16:51:40
2023-08-05 16:32:21,300 semantic_segmentation INFO: Iters: 61470/150000 || Lr: 0.012443 || Task Loss: 0.6972 || KD Loss: 0.4187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:22:05 || Estimated Time: 1 day, 16:51:22
2023-08-05 16:32:37,163 semantic_segmentation INFO: Iters: 61480/150000 || Lr: 0.012442 || Task Loss: 0.2999 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:22:21 || Estimated Time: 1 day, 16:51:04
2023-08-05 16:32:53,034 semantic_segmentation INFO: Iters: 61490/150000 || Lr: 0.012441 || Task Loss: 0.3615 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:22:37 || Estimated Time: 1 day, 16:50:46
2023-08-05 16:33:08,952 semantic_segmentation INFO: Iters: 61500/150000 || Lr: 0.012439 || Task Loss: 0.3714 || KD Loss: 0.1848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:22:53 || Estimated Time: 1 day, 16:50:29
2023-08-05 16:33:24,840 semantic_segmentation INFO: Iters: 61510/150000 || Lr: 0.012438 || Task Loss: 0.2316 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:23:09 || Estimated Time: 1 day, 16:50:11
2023-08-05 16:33:40,737 semantic_segmentation INFO: Iters: 61520/150000 || Lr: 0.012437 || Task Loss: 0.3678 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:23:25 || Estimated Time: 1 day, 16:49:54
2023-08-05 16:33:56,615 semantic_segmentation INFO: Iters: 61530/150000 || Lr: 0.012436 || Task Loss: 0.3396 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:23:41 || Estimated Time: 1 day, 16:49:36
2023-08-05 16:34:12,499 semantic_segmentation INFO: Iters: 61540/150000 || Lr: 0.012434 || Task Loss: 0.3424 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:23:57 || Estimated Time: 1 day, 16:49:18
2023-08-05 16:34:28,375 semantic_segmentation INFO: Iters: 61550/150000 || Lr: 0.012433 || Task Loss: 0.2935 || KD Loss: 0.1092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:24:12 || Estimated Time: 1 day, 16:49:01
2023-08-05 16:34:44,244 semantic_segmentation INFO: Iters: 61560/150000 || Lr: 0.012432 || Task Loss: 0.2964 || KD Loss: 0.1258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:24:28 || Estimated Time: 1 day, 16:48:43
2023-08-05 16:35:00,125 semantic_segmentation INFO: Iters: 61570/150000 || Lr: 0.012431 || Task Loss: 0.2908 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:24:44 || Estimated Time: 1 day, 16:48:25
2023-08-05 16:35:15,997 semantic_segmentation INFO: Iters: 61580/150000 || Lr: 0.012429 || Task Loss: 0.3022 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:25:00 || Estimated Time: 1 day, 16:48:08
2023-08-05 16:35:31,866 semantic_segmentation INFO: Iters: 61590/150000 || Lr: 0.012428 || Task Loss: 0.2311 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:25:16 || Estimated Time: 1 day, 16:47:50
2023-08-05 16:35:47,741 semantic_segmentation INFO: Iters: 61600/150000 || Lr: 0.012427 || Task Loss: 0.2803 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:25:32 || Estimated Time: 1 day, 16:47:32
2023-08-05 16:35:47,820 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 16:35:48,632 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.720, mIoU: 0.346
2023-08-05 16:35:48,752 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.741, mIoU: 0.403
2023-08-05 16:35:48,870 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.806, mIoU: 0.428
2023-08-05 16:35:48,988 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.846, mIoU: 0.473
2023-08-05 16:35:49,105 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.842, mIoU: 0.462
2023-08-05 16:35:49,222 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.835, mIoU: 0.460
2023-08-05 16:35:49,341 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.851, mIoU: 0.495
2023-08-05 16:35:49,459 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.865, mIoU: 0.508
2023-08-05 16:35:49,575 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.876, mIoU: 0.553
2023-08-05 16:35:49,692 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.871, mIoU: 0.596
2023-08-05 16:35:49,811 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.879, mIoU: 0.604
2023-08-05 16:35:49,927 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.877, mIoU: 0.613
2023-08-05 16:35:50,046 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.881, mIoU: 0.596
2023-08-05 16:35:50,163 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.885, mIoU: 0.585
2023-08-05 16:35:50,282 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.887, mIoU: 0.580
2023-08-05 16:35:50,404 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.889, mIoU: 0.575
2023-08-05 16:35:50,521 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.892, mIoU: 0.574
2023-08-05 16:35:50,638 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.895, mIoU: 0.578
2023-08-05 16:35:50,755 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.897, mIoU: 0.583
2023-08-05 16:35:50,877 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.899, mIoU: 0.590
2023-08-05 16:35:50,994 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.902, mIoU: 0.592
2023-08-05 16:35:51,112 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.903, mIoU: 0.600
2023-08-05 16:35:51,231 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.905, mIoU: 0.601
2023-08-05 16:35:51,350 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.906, mIoU: 0.609
2023-08-05 16:35:51,468 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.906, mIoU: 0.622
2023-08-05 16:35:51,584 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.907, mIoU: 0.624
2023-08-05 16:35:51,701 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.907, mIoU: 0.617
2023-08-05 16:35:51,819 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.903, mIoU: 0.610
2023-08-05 16:35:51,936 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.896, mIoU: 0.607
2023-08-05 16:35:52,054 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.896, mIoU: 0.613
2023-08-05 16:35:52,171 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.897, mIoU: 0.612
2023-08-05 16:35:52,289 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.898, mIoU: 0.611
2023-08-05 16:35:52,411 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.899, mIoU: 0.612
2023-08-05 16:35:52,529 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.900, mIoU: 0.610
2023-08-05 16:35:52,645 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.900, mIoU: 0.613
2023-08-05 16:35:52,762 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.901, mIoU: 0.612
2023-08-05 16:35:52,883 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.900, mIoU: 0.607
2023-08-05 16:35:53,001 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.900, mIoU: 0.606
2023-08-05 16:35:53,118 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.900, mIoU: 0.600
2023-08-05 16:35:53,234 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.902, mIoU: 0.601
2023-08-05 16:35:53,351 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.903, mIoU: 0.598
2023-08-05 16:35:53,468 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.900, mIoU: 0.596
2023-08-05 16:35:53,586 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.902, mIoU: 0.598
2023-08-05 16:35:53,704 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.903, mIoU: 0.599
2023-08-05 16:35:53,823 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.902, mIoU: 0.597
2023-08-05 16:35:53,941 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.902, mIoU: 0.597
2023-08-05 16:35:54,060 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.902, mIoU: 0.597
2023-08-05 16:35:54,177 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.904, mIoU: 0.596
2023-08-05 16:35:54,295 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.905, mIoU: 0.601
2023-08-05 16:35:54,418 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.905, mIoU: 0.604
2023-08-05 16:35:54,536 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.906, mIoU: 0.605
2023-08-05 16:35:54,654 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.907, mIoU: 0.615
2023-08-05 16:35:54,772 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.907, mIoU: 0.616
2023-08-05 16:35:54,895 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.905, mIoU: 0.616
2023-08-05 16:35:55,014 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.905, mIoU: 0.615
2023-08-05 16:35:55,131 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.905, mIoU: 0.622
2023-08-05 16:35:55,249 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.905, mIoU: 0.622
2023-08-05 16:35:55,371 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.906, mIoU: 0.630
2023-08-05 16:35:55,488 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.906, mIoU: 0.633
2023-08-05 16:35:55,603 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.906, mIoU: 0.631
2023-08-05 16:35:55,722 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.906, mIoU: 0.634
2023-08-05 16:35:55,839 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.907, mIoU: 0.636
2023-08-05 16:35:55,957 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.906, mIoU: 0.631
2023-08-05 16:35:56,074 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.907, mIoU: 0.634
2023-08-05 16:35:56,191 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.907, mIoU: 0.636
2023-08-05 16:35:56,308 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.907, mIoU: 0.637
2023-08-05 16:35:56,429 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.906, mIoU: 0.634
2023-08-05 16:35:56,546 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.906, mIoU: 0.636
2023-08-05 16:35:56,663 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.906, mIoU: 0.635
2023-08-05 16:35:56,781 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.907, mIoU: 0.634
2023-08-05 16:35:56,903 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.907, mIoU: 0.635
2023-08-05 16:35:57,020 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.908, mIoU: 0.635
2023-08-05 16:35:57,138 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.908, mIoU: 0.634
2023-08-05 16:35:57,256 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.908, mIoU: 0.633
2023-08-05 16:35:57,377 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.907, mIoU: 0.634
2023-08-05 16:35:57,494 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.907, mIoU: 0.635
2023-08-05 16:35:57,611 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.906, mIoU: 0.634
2023-08-05 16:35:57,728 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.907, mIoU: 0.634
2023-08-05 16:35:57,844 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.904, mIoU: 0.633
2023-08-05 16:35:57,962 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.904, mIoU: 0.635
2023-08-05 16:35:58,079 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.904, mIoU: 0.637
2023-08-05 16:35:58,196 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.904, mIoU: 0.637
2023-08-05 16:35:58,314 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.903, mIoU: 0.636
2023-08-05 16:35:58,431 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.900, mIoU: 0.634
2023-08-05 16:35:58,548 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.895, mIoU: 0.630
2023-08-05 16:35:58,665 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.895, mIoU: 0.630
2023-08-05 16:35:58,784 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.895, mIoU: 0.630
2023-08-05 16:35:58,906 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.896, mIoU: 0.629
2023-08-05 16:35:59,024 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.895, mIoU: 0.629
2023-08-05 16:35:59,141 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.895, mIoU: 0.629
2023-08-05 16:35:59,258 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.895, mIoU: 0.630
2023-08-05 16:35:59,379 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.893, mIoU: 0.611
2023-08-05 16:35:59,498 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.893, mIoU: 0.611
2023-08-05 16:35:59,615 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.894, mIoU: 0.611
2023-08-05 16:35:59,733 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.894, mIoU: 0.611
2023-08-05 16:35:59,849 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.895, mIoU: 0.612
2023-08-05 16:35:59,967 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.895, mIoU: 0.613
2023-08-05 16:36:00,082 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.893, mIoU: 0.613
2023-08-05 16:36:00,200 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.893, mIoU: 0.611
2023-08-05 16:36:00,317 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.894, mIoU: 0.613
2023-08-05 16:36:00,435 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.892, mIoU: 0.612
2023-08-05 16:36:00,553 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.892, mIoU: 0.610
2023-08-05 16:36:00,670 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.893, mIoU: 0.611
2023-08-05 16:36:00,787 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.893, mIoU: 0.611
2023-08-05 16:36:00,910 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.894, mIoU: 0.611
2023-08-05 16:36:01,028 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.894, mIoU: 0.611
2023-08-05 16:36:01,146 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.895, mIoU: 0.611
2023-08-05 16:36:01,263 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.895, mIoU: 0.612
2023-08-05 16:36:01,384 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.896, mIoU: 0.612
2023-08-05 16:36:01,501 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.896, mIoU: 0.613
2023-08-05 16:36:01,618 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.896, mIoU: 0.613
2023-08-05 16:36:01,735 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.896, mIoU: 0.613
2023-08-05 16:36:01,851 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.897, mIoU: 0.613
2023-08-05 16:36:01,968 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.897, mIoU: 0.613
2023-08-05 16:36:02,086 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.898, mIoU: 0.613
2023-08-05 16:36:02,204 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.898, mIoU: 0.612
2023-08-05 16:36:02,322 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.898, mIoU: 0.618
2023-08-05 16:36:02,439 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.898, mIoU: 0.621
2023-08-05 16:36:02,555 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.897, mIoU: 0.617
2023-08-05 16:36:02,674 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.897, mIoU: 0.617
2023-08-05 16:36:02,791 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.898, mIoU: 0.617
2023-08-05 16:36:02,912 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.898, mIoU: 0.616
2023-08-05 16:36:03,031 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.898, mIoU: 0.617
2023-08-05 16:36:03,148 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.899, mIoU: 0.617
2023-08-05 16:36:03,266 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.897, mIoU: 0.617
2023-08-05 16:36:03,387 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.897, mIoU: 0.618
2023-08-05 16:36:03,506 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.897, mIoU: 0.619
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2023-08-05 16:36:26,937 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.885, mIoU: 0.593
2023-08-05 16:36:27,056 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.885, mIoU: 0.594
2023-08-05 16:36:27,174 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.885, mIoU: 0.594
2023-08-05 16:36:27,291 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.886, mIoU: 0.594
2023-08-05 16:36:27,414 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.886, mIoU: 0.595
2023-08-05 16:36:27,534 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.886, mIoU: 0.595
2023-08-05 16:36:27,655 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.886, mIoU: 0.595
2023-08-05 16:36:27,773 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.886, mIoU: 0.595
2023-08-05 16:36:27,890 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.887, mIoU: 0.595
2023-08-05 16:36:28,009 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.887, mIoU: 0.595
2023-08-05 16:36:28,128 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.887, mIoU: 0.595
2023-08-05 16:36:28,246 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.887, mIoU: 0.595
2023-08-05 16:36:28,364 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.888, mIoU: 0.595
2023-08-05 16:36:28,482 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.888, mIoU: 0.595
2023-08-05 16:36:28,600 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.888, mIoU: 0.596
2023-08-05 16:36:28,717 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.888, mIoU: 0.596
2023-08-05 16:36:28,835 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.889, mIoU: 0.596
2023-08-05 16:36:28,957 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.889, mIoU: 0.596
2023-08-05 16:36:29,073 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.889, mIoU: 0.596
2023-08-05 16:36:29,190 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.889, mIoU: 0.597
2023-08-05 16:36:29,308 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.889, mIoU: 0.597
2023-08-05 16:36:29,430 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.890, mIoU: 0.597
2023-08-05 16:36:29,547 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.890, mIoU: 0.597
2023-08-05 16:36:29,665 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.890, mIoU: 0.597
2023-08-05 16:36:29,783 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.890, mIoU: 0.597
2023-08-05 16:36:29,901 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.890, mIoU: 0.597
2023-08-05 16:36:30,019 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.891, mIoU: 0.597
2023-08-05 16:36:30,137 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.891, mIoU: 0.599
2023-08-05 16:36:30,254 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.891, mIoU: 0.599
2023-08-05 16:36:30,372 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.891, mIoU: 0.599
2023-08-05 16:36:30,490 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.891, mIoU: 0.599
2023-08-05 16:36:30,608 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.892, mIoU: 0.599
2023-08-05 16:36:30,726 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.892, mIoU: 0.599
2023-08-05 16:36:30,844 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.892, mIoU: 0.599
2023-08-05 16:36:30,967 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.892, mIoU: 0.600
2023-08-05 16:36:31,087 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.892, mIoU: 0.600
2023-08-05 16:36:31,206 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.892, mIoU: 0.600
2023-08-05 16:36:31,324 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.893, mIoU: 0.600
2023-08-05 16:36:31,446 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.893, mIoU: 0.600
2023-08-05 16:36:31,564 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.893, mIoU: 0.601
2023-08-05 16:36:31,682 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.893, mIoU: 0.601
2023-08-05 16:36:31,800 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.893, mIoU: 0.600
2023-08-05 16:36:31,925 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.893, mIoU: 0.601
2023-08-05 16:36:32,043 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.894, mIoU: 0.601
2023-08-05 16:36:32,161 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.894, mIoU: 0.601
2023-08-05 16:36:32,279 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.894, mIoU: 0.602
2023-08-05 16:36:32,396 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.894, mIoU: 0.602
2023-08-05 16:36:32,514 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.895, mIoU: 0.602
2023-08-05 16:36:32,632 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.895, mIoU: 0.602
2023-08-05 16:36:32,750 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.895, mIoU: 0.602
2023-08-05 16:36:32,867 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.895, mIoU: 0.602
2023-08-05 16:36:32,986 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.895, mIoU: 0.602
2023-08-05 16:36:33,104 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.895, mIoU: 0.603
2023-08-05 16:36:33,222 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.895, mIoU: 0.603
2023-08-05 16:36:33,340 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.896, mIoU: 0.603
2023-08-05 16:36:33,463 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.896, mIoU: 0.604
2023-08-05 16:36:33,582 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.896, mIoU: 0.604
2023-08-05 16:36:33,700 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.896, mIoU: 0.604
2023-08-05 16:36:33,818 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.896, mIoU: 0.604
2023-08-05 16:36:33,940 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.896, mIoU: 0.605
2023-08-05 16:36:34,057 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.897, mIoU: 0.606
2023-08-05 16:36:34,175 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.897, mIoU: 0.605
2023-08-05 16:36:34,292 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.897, mIoU: 0.606
2023-08-05 16:36:34,414 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.897, mIoU: 0.606
2023-08-05 16:36:34,531 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.897, mIoU: 0.606
2023-08-05 16:36:34,649 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.897, mIoU: 0.607
2023-08-05 16:36:34,768 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.898, mIoU: 0.607
2023-08-05 16:36:34,887 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.898, mIoU: 0.607
2023-08-05 16:36:35,004 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.898, mIoU: 0.607
2023-08-05 16:36:35,121 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.898, mIoU: 0.607
2023-08-05 16:36:35,240 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.898, mIoU: 0.607
2023-08-05 16:36:35,358 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.899, mIoU: 0.607
2023-08-05 16:36:35,476 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.899, mIoU: 0.607
2023-08-05 16:36:35,595 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.899, mIoU: 0.607
2023-08-05 16:36:35,713 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.899, mIoU: 0.607
2023-08-05 16:36:35,831 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.899, mIoU: 0.607
2023-08-05 16:36:35,954 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.900, mIoU: 0.607
2023-08-05 16:36:36,072 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.900, mIoU: 0.607
2023-08-05 16:36:36,190 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.900, mIoU: 0.607
2023-08-05 16:36:36,309 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.900, mIoU: 0.608
2023-08-05 16:36:36,430 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.900, mIoU: 0.608
2023-08-05 16:36:36,549 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.900, mIoU: 0.608
2023-08-05 16:36:36,670 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.900, mIoU: 0.608
2023-08-05 16:36:36,788 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.900, mIoU: 0.608
2023-08-05 16:36:36,905 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.900, mIoU: 0.609
2023-08-05 16:36:37,023 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.900, mIoU: 0.609
2023-08-05 16:36:37,142 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.900, mIoU: 0.609
2023-08-05 16:36:37,259 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.901, mIoU: 0.609
2023-08-05 16:36:37,379 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.901, mIoU: 0.609
2023-08-05 16:36:37,498 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.901, mIoU: 0.609
2023-08-05 16:36:37,616 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.901, mIoU: 0.609
2023-08-05 16:36:37,734 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.901, mIoU: 0.609
2023-08-05 16:36:37,853 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.901, mIoU: 0.610
2023-08-05 16:36:37,975 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.902, mIoU: 0.610
2023-08-05 16:36:38,093 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.902, mIoU: 0.610
2023-08-05 16:36:38,210 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.902, mIoU: 0.610
2023-08-05 16:36:38,328 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.902, mIoU: 0.610
2023-08-05 16:36:38,453 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.902, mIoU: 0.610
2023-08-05 16:36:38,572 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.902, mIoU: 0.611
2023-08-05 16:36:38,691 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.902, mIoU: 0.611
2023-08-05 16:36:38,808 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.903, mIoU: 0.611
2023-08-05 16:36:38,932 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.903, mIoU: 0.611
2023-08-05 16:36:39,049 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.903, mIoU: 0.611
2023-08-05 16:36:39,168 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.903, mIoU: 0.611
2023-08-05 16:36:39,285 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.903, mIoU: 0.611
2023-08-05 16:36:39,402 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.903, mIoU: 0.611
2023-08-05 16:36:39,520 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.903, mIoU: 0.611
2023-08-05 16:36:39,637 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.904, mIoU: 0.611
2023-08-05 16:36:39,755 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.904, mIoU: 0.611
2023-08-05 16:36:39,873 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.904, mIoU: 0.611
2023-08-05 16:36:39,991 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.904, mIoU: 0.611
2023-08-05 16:36:40,108 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.904, mIoU: 0.611
2023-08-05 16:36:40,227 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.904, mIoU: 0.611
2023-08-05 16:36:40,344 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.905, mIoU: 0.611
2023-08-05 16:36:40,466 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.905, mIoU: 0.611
2023-08-05 16:36:40,583 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.905, mIoU: 0.611
2023-08-05 16:36:40,701 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.905, mIoU: 0.611
2023-08-05 16:36:40,820 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.905, mIoU: 0.611
2023-08-05 16:36:40,942 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.905, mIoU: 0.611
2023-08-05 16:36:41,059 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.905, mIoU: 0.611
2023-08-05 16:36:41,177 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.905, mIoU: 0.611
2023-08-05 16:36:41,295 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.906, mIoU: 0.612
2023-08-05 16:36:41,415 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.906, mIoU: 0.612
2023-08-05 16:36:41,532 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.906, mIoU: 0.612
2023-08-05 16:36:41,651 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.906, mIoU: 0.612
2023-08-05 16:36:41,769 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.906, mIoU: 0.612
2023-08-05 16:36:41,887 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.906, mIoU: 0.612
2023-08-05 16:36:42,004 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.906, mIoU: 0.611
2023-08-05 16:36:42,120 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:42,238 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:42,356 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:42,478 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:42,596 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:42,714 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:42,828 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.907, mIoU: 0.613
2023-08-05 16:36:42,952 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.907, mIoU: 0.613
2023-08-05 16:36:43,070 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.907, mIoU: 0.613
2023-08-05 16:36:43,187 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.907, mIoU: 0.613
2023-08-05 16:36:43,304 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.907, mIoU: 0.614
2023-08-05 16:36:43,426 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.907, mIoU: 0.613
2023-08-05 16:36:43,543 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.907, mIoU: 0.614
2023-08-05 16:36:43,661 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.908, mIoU: 0.614
2023-08-05 16:36:43,780 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:43,898 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:44,015 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:44,131 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.907, mIoU: 0.613
2023-08-05 16:36:44,248 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:44,366 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:44,483 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:44,598 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.907, mIoU: 0.612
2023-08-05 16:36:44,716 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.908, mIoU: 0.612
2023-08-05 16:36:44,834 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:44,957 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:45,075 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:45,193 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:45,311 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:45,433 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:45,550 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:45,668 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.908, mIoU: 0.613
2023-08-05 16:36:45,786 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.909, mIoU: 0.613
2023-08-05 16:36:45,902 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.909, mIoU: 0.613
2023-08-05 16:36:46,021 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:46,140 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:46,257 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:46,375 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:46,493 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.909, mIoU: 0.613
2023-08-05 16:36:46,611 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.909, mIoU: 0.613
2023-08-05 16:36:46,729 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:46,847 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:46,970 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:47,087 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:47,205 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:47,322 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.909, mIoU: 0.614
2023-08-05 16:36:47,444 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.910, mIoU: 0.614
2023-08-05 16:36:47,561 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.910, mIoU: 0.614
2023-08-05 16:37:03,518 semantic_segmentation INFO: Iters: 61610/150000 || Lr: 0.012426 || Task Loss: 0.4212 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:26:48 || Estimated Time: 1 day, 16:48:40
2023-08-05 16:37:19,382 semantic_segmentation INFO: Iters: 61620/150000 || Lr: 0.012424 || Task Loss: 0.2144 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:03 || Estimated Time: 1 day, 16:48:23
2023-08-05 16:37:35,240 semantic_segmentation INFO: Iters: 61630/150000 || Lr: 0.012423 || Task Loss: 0.2535 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:19 || Estimated Time: 1 day, 16:48:05
2023-08-05 16:37:51,095 semantic_segmentation INFO: Iters: 61640/150000 || Lr: 0.012422 || Task Loss: 0.2148 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:35 || Estimated Time: 1 day, 16:47:47
2023-08-05 16:38:06,996 semantic_segmentation INFO: Iters: 61650/150000 || Lr: 0.012420 || Task Loss: 0.2351 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:51 || Estimated Time: 1 day, 16:47:30
2023-08-05 16:38:22,869 semantic_segmentation INFO: Iters: 61660/150000 || Lr: 0.012419 || Task Loss: 0.2853 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:28:07 || Estimated Time: 1 day, 16:47:12
2023-08-05 16:38:38,730 semantic_segmentation INFO: Iters: 61670/150000 || Lr: 0.012418 || Task Loss: 0.2923 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:28:23 || Estimated Time: 1 day, 16:46:54
2023-08-05 16:38:54,595 semantic_segmentation INFO: Iters: 61680/150000 || Lr: 0.012417 || Task Loss: 0.3049 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:28:39 || Estimated Time: 1 day, 16:46:37
2023-08-05 16:39:10,469 semantic_segmentation INFO: Iters: 61690/150000 || Lr: 0.012415 || Task Loss: 0.3012 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:28:55 || Estimated Time: 1 day, 16:46:19
2023-08-05 16:39:26,327 semantic_segmentation INFO: Iters: 61700/150000 || Lr: 0.012414 || Task Loss: 0.2653 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:29:10 || Estimated Time: 1 day, 16:46:01
2023-08-05 16:39:42,210 semantic_segmentation INFO: Iters: 61710/150000 || Lr: 0.012413 || Task Loss: 0.2976 || KD Loss: 0.1521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:29:26 || Estimated Time: 1 day, 16:45:43
2023-08-05 16:39:58,074 semantic_segmentation INFO: Iters: 61720/150000 || Lr: 0.012412 || Task Loss: 0.2565 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:29:42 || Estimated Time: 1 day, 16:45:26
2023-08-05 16:40:13,924 semantic_segmentation INFO: Iters: 61730/150000 || Lr: 0.012410 || Task Loss: 0.2841 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:29:58 || Estimated Time: 1 day, 16:45:08
2023-08-05 16:40:29,771 semantic_segmentation INFO: Iters: 61740/150000 || Lr: 0.012409 || Task Loss: 0.3194 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:30:14 || Estimated Time: 1 day, 16:44:50
2023-08-05 16:40:45,631 semantic_segmentation INFO: Iters: 61750/150000 || Lr: 0.012408 || Task Loss: 0.3449 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:30:30 || Estimated Time: 1 day, 16:44:33
2023-08-05 16:41:01,488 semantic_segmentation INFO: Iters: 61760/150000 || Lr: 0.012407 || Task Loss: 0.3729 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:30:46 || Estimated Time: 1 day, 16:44:15
2023-08-05 16:41:17,395 semantic_segmentation INFO: Iters: 61770/150000 || Lr: 0.012405 || Task Loss: 0.2400 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:31:01 || Estimated Time: 1 day, 16:43:57
2023-08-05 16:41:33,274 semantic_segmentation INFO: Iters: 61780/150000 || Lr: 0.012404 || Task Loss: 0.3022 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:31:17 || Estimated Time: 1 day, 16:43:40
2023-08-05 16:41:49,145 semantic_segmentation INFO: Iters: 61790/150000 || Lr: 0.012403 || Task Loss: 0.2725 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:31:33 || Estimated Time: 1 day, 16:43:22
2023-08-05 16:42:05,015 semantic_segmentation INFO: Iters: 61800/150000 || Lr: 0.012401 || Task Loss: 0.1217 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:31:49 || Estimated Time: 1 day, 16:43:04
2023-08-05 16:42:20,873 semantic_segmentation INFO: Iters: 61810/150000 || Lr: 0.012400 || Task Loss: 0.2482 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:32:05 || Estimated Time: 1 day, 16:42:47
2023-08-05 16:42:36,763 semantic_segmentation INFO: Iters: 61820/150000 || Lr: 0.012399 || Task Loss: 0.2721 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:32:21 || Estimated Time: 1 day, 16:42:29
2023-08-05 16:42:52,634 semantic_segmentation INFO: Iters: 61830/150000 || Lr: 0.012398 || Task Loss: 0.3617 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:32:37 || Estimated Time: 1 day, 16:42:11
2023-08-05 16:43:08,564 semantic_segmentation INFO: Iters: 61840/150000 || Lr: 0.012396 || Task Loss: 0.1702 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:32:53 || Estimated Time: 1 day, 16:41:54
2023-08-05 16:43:24,469 semantic_segmentation INFO: Iters: 61850/150000 || Lr: 0.012395 || Task Loss: 0.2619 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:33:09 || Estimated Time: 1 day, 16:41:36
2023-08-05 16:43:40,320 semantic_segmentation INFO: Iters: 61860/150000 || Lr: 0.012394 || Task Loss: 0.5256 || KD Loss: 0.3917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:33:24 || Estimated Time: 1 day, 16:41:18
2023-08-05 16:43:56,157 semantic_segmentation INFO: Iters: 61870/150000 || Lr: 0.012393 || Task Loss: 0.2957 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:41:00
2023-08-05 16:44:12,019 semantic_segmentation INFO: Iters: 61880/150000 || Lr: 0.012391 || Task Loss: 0.4373 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:40:43
2023-08-05 16:44:27,871 semantic_segmentation INFO: Iters: 61890/150000 || Lr: 0.012390 || Task Loss: 0.2093 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:40:25
2023-08-05 16:44:43,722 semantic_segmentation INFO: Iters: 61900/150000 || Lr: 0.012389 || Task Loss: 0.1899 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:34:28 || Estimated Time: 1 day, 16:40:07
2023-08-05 16:44:59,611 semantic_segmentation INFO: Iters: 61910/150000 || Lr: 0.012388 || Task Loss: 0.3484 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:34:44 || Estimated Time: 1 day, 16:39:50
2023-08-05 16:45:15,473 semantic_segmentation INFO: Iters: 61920/150000 || Lr: 0.012386 || Task Loss: 0.2831 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:35:00 || Estimated Time: 1 day, 16:39:32
2023-08-05 16:45:31,341 semantic_segmentation INFO: Iters: 61930/150000 || Lr: 0.012385 || Task Loss: 0.2784 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:35:15 || Estimated Time: 1 day, 16:39:14
2023-08-05 16:45:47,187 semantic_segmentation INFO: Iters: 61940/150000 || Lr: 0.012384 || Task Loss: 0.2868 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:35:31 || Estimated Time: 1 day, 16:38:57
2023-08-05 16:46:03,054 semantic_segmentation INFO: Iters: 61950/150000 || Lr: 0.012383 || Task Loss: 0.3974 || KD Loss: 0.1247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:35:47 || Estimated Time: 1 day, 16:38:39
2023-08-05 16:46:18,904 semantic_segmentation INFO: Iters: 61960/150000 || Lr: 0.012381 || Task Loss: 0.2380 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:36:03 || Estimated Time: 1 day, 16:38:21
2023-08-05 16:46:34,751 semantic_segmentation INFO: Iters: 61970/150000 || Lr: 0.012380 || Task Loss: 0.2101 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:36:19 || Estimated Time: 1 day, 16:38:04
2023-08-05 16:46:50,592 semantic_segmentation INFO: Iters: 61980/150000 || Lr: 0.012379 || Task Loss: 0.2434 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:36:35 || Estimated Time: 1 day, 16:37:46
2023-08-05 16:47:06,471 semantic_segmentation INFO: Iters: 61990/150000 || Lr: 0.012377 || Task Loss: 0.2527 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:36:51 || Estimated Time: 1 day, 16:37:28
2023-08-05 16:47:22,336 semantic_segmentation INFO: Iters: 62000/150000 || Lr: 0.012376 || Task Loss: 0.1857 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:37:06 || Estimated Time: 1 day, 16:37:10
2023-08-05 16:47:38,151 semantic_segmentation INFO: Iters: 62010/150000 || Lr: 0.012375 || Task Loss: 0.1720 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:37:22 || Estimated Time: 1 day, 16:36:53
2023-08-05 16:47:54,005 semantic_segmentation INFO: Iters: 62020/150000 || Lr: 0.012374 || Task Loss: 0.1653 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:37:38 || Estimated Time: 1 day, 16:36:35
2023-08-05 16:48:09,867 semantic_segmentation INFO: Iters: 62030/150000 || Lr: 0.012372 || Task Loss: 0.1941 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:37:54 || Estimated Time: 1 day, 16:36:17
2023-08-05 16:48:25,720 semantic_segmentation INFO: Iters: 62040/150000 || Lr: 0.012371 || Task Loss: 0.2730 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:38:10 || Estimated Time: 1 day, 16:36:00
2023-08-05 16:48:41,587 semantic_segmentation INFO: Iters: 62050/150000 || Lr: 0.012370 || Task Loss: 0.8970 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:38:26 || Estimated Time: 1 day, 16:35:42
2023-08-05 16:48:57,426 semantic_segmentation INFO: Iters: 62060/150000 || Lr: 0.012369 || Task Loss: 0.2210 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:38:41 || Estimated Time: 1 day, 16:35:24
2023-08-05 16:49:13,269 semantic_segmentation INFO: Iters: 62070/150000 || Lr: 0.012367 || Task Loss: 0.1880 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:38:57 || Estimated Time: 1 day, 16:35:06
2023-08-05 16:49:29,117 semantic_segmentation INFO: Iters: 62080/150000 || Lr: 0.012366 || Task Loss: 0.1685 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:39:13 || Estimated Time: 1 day, 16:34:49
2023-08-05 16:49:44,950 semantic_segmentation INFO: Iters: 62090/150000 || Lr: 0.012365 || Task Loss: 0.3269 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:34:31
2023-08-05 16:50:00,809 semantic_segmentation INFO: Iters: 62100/150000 || Lr: 0.012364 || Task Loss: 0.1787 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:34:13
2023-08-05 16:50:16,658 semantic_segmentation INFO: Iters: 62110/150000 || Lr: 0.012362 || Task Loss: 0.2402 || KD Loss: 0.2377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:40:01 || Estimated Time: 1 day, 16:33:56
2023-08-05 16:50:32,487 semantic_segmentation INFO: Iters: 62120/150000 || Lr: 0.012361 || Task Loss: 0.2970 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:40:17 || Estimated Time: 1 day, 16:33:38
2023-08-05 16:50:48,326 semantic_segmentation INFO: Iters: 62130/150000 || Lr: 0.012360 || Task Loss: 0.2598 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:40:32 || Estimated Time: 1 day, 16:33:20
2023-08-05 16:51:04,169 semantic_segmentation INFO: Iters: 62140/150000 || Lr: 0.012358 || Task Loss: 0.2023 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:40:48 || Estimated Time: 1 day, 16:33:03
2023-08-05 16:51:20,024 semantic_segmentation INFO: Iters: 62150/150000 || Lr: 0.012357 || Task Loss: 0.2831 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:41:04 || Estimated Time: 1 day, 16:32:45
2023-08-05 16:51:35,880 semantic_segmentation INFO: Iters: 62160/150000 || Lr: 0.012356 || Task Loss: 0.2401 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:41:20 || Estimated Time: 1 day, 16:32:27
2023-08-05 16:51:51,735 semantic_segmentation INFO: Iters: 62170/150000 || Lr: 0.012355 || Task Loss: 0.2580 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:41:36 || Estimated Time: 1 day, 16:32:09
2023-08-05 16:52:07,584 semantic_segmentation INFO: Iters: 62180/150000 || Lr: 0.012353 || Task Loss: 0.2503 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:41:52 || Estimated Time: 1 day, 16:31:52
2023-08-05 16:52:23,451 semantic_segmentation INFO: Iters: 62190/150000 || Lr: 0.012352 || Task Loss: 0.3706 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:42:07 || Estimated Time: 1 day, 16:31:34
2023-08-05 16:52:39,314 semantic_segmentation INFO: Iters: 62200/150000 || Lr: 0.012351 || Task Loss: 0.2428 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:42:23 || Estimated Time: 1 day, 16:31:16
2023-08-05 16:52:55,149 semantic_segmentation INFO: Iters: 62210/150000 || Lr: 0.012350 || Task Loss: 0.3553 || KD Loss: 0.1174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:42:39 || Estimated Time: 1 day, 16:30:59
2023-08-05 16:53:11,004 semantic_segmentation INFO: Iters: 62220/150000 || Lr: 0.012348 || Task Loss: 0.1628 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:42:55 || Estimated Time: 1 day, 16:30:41
2023-08-05 16:53:26,859 semantic_segmentation INFO: Iters: 62230/150000 || Lr: 0.012347 || Task Loss: 0.2520 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:43:11 || Estimated Time: 1 day, 16:30:23
2023-08-05 16:53:42,708 semantic_segmentation INFO: Iters: 62240/150000 || Lr: 0.012346 || Task Loss: 0.3761 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:43:27 || Estimated Time: 1 day, 16:30:06
2023-08-05 16:53:58,554 semantic_segmentation INFO: Iters: 62250/150000 || Lr: 0.012345 || Task Loss: 0.2753 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:43:43 || Estimated Time: 1 day, 16:29:48
2023-08-05 16:54:14,376 semantic_segmentation INFO: Iters: 62260/150000 || Lr: 0.012343 || Task Loss: 0.2468 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:43:58 || Estimated Time: 1 day, 16:29:30
2023-08-05 16:54:30,206 semantic_segmentation INFO: Iters: 62270/150000 || Lr: 0.012342 || Task Loss: 0.3173 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:44:14 || Estimated Time: 1 day, 16:29:12
2023-08-05 16:54:46,054 semantic_segmentation INFO: Iters: 62280/150000 || Lr: 0.012341 || Task Loss: 0.4821 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:44:30 || Estimated Time: 1 day, 16:28:55
2023-08-05 16:55:01,925 semantic_segmentation INFO: Iters: 62290/150000 || Lr: 0.012339 || Task Loss: 0.2658 || KD Loss: 0.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:44:46 || Estimated Time: 1 day, 16:28:37
2023-08-05 16:55:17,752 semantic_segmentation INFO: Iters: 62300/150000 || Lr: 0.012338 || Task Loss: 0.3038 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:28:19
2023-08-05 16:55:33,587 semantic_segmentation INFO: Iters: 62310/150000 || Lr: 0.012337 || Task Loss: 0.4008 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:45:18 || Estimated Time: 1 day, 16:28:02
2023-08-05 16:55:49,427 semantic_segmentation INFO: Iters: 62320/150000 || Lr: 0.012336 || Task Loss: 0.2433 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:45:33 || Estimated Time: 1 day, 16:27:44
2023-08-05 16:56:05,280 semantic_segmentation INFO: Iters: 62330/150000 || Lr: 0.012334 || Task Loss: 0.1720 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:45:49 || Estimated Time: 1 day, 16:27:26
2023-08-05 16:56:21,126 semantic_segmentation INFO: Iters: 62340/150000 || Lr: 0.012333 || Task Loss: 0.2819 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:46:05 || Estimated Time: 1 day, 16:27:09
2023-08-05 16:56:36,947 semantic_segmentation INFO: Iters: 62350/150000 || Lr: 0.012332 || Task Loss: 0.3284 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:46:21 || Estimated Time: 1 day, 16:26:51
2023-08-05 16:56:52,783 semantic_segmentation INFO: Iters: 62360/150000 || Lr: 0.012331 || Task Loss: 0.3196 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:46:37 || Estimated Time: 1 day, 16:26:33
2023-08-05 16:57:08,618 semantic_segmentation INFO: Iters: 62370/150000 || Lr: 0.012329 || Task Loss: 0.3025 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:46:53 || Estimated Time: 1 day, 16:26:15
2023-08-05 16:57:24,463 semantic_segmentation INFO: Iters: 62380/150000 || Lr: 0.012328 || Task Loss: 0.2192 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:47:09 || Estimated Time: 1 day, 16:25:58
2023-08-05 16:57:40,316 semantic_segmentation INFO: Iters: 62390/150000 || Lr: 0.012327 || Task Loss: 0.4980 || KD Loss: 0.1847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:47:24 || Estimated Time: 1 day, 16:25:40
2023-08-05 16:57:56,162 semantic_segmentation INFO: Iters: 62400/150000 || Lr: 0.012326 || Task Loss: 0.1652 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:47:40 || Estimated Time: 1 day, 16:25:22
2023-08-05 16:57:56,237 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 16:57:56,998 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.395
2023-08-05 16:57:57,123 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.486
2023-08-05 16:57:57,241 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.497
2023-08-05 16:57:57,359 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.523
2023-08-05 16:57:57,475 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.518
2023-08-05 16:57:57,593 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.521
2023-08-05 16:57:57,710 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.564
2023-08-05 16:57:57,829 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.605
2023-08-05 16:57:57,946 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.606
2023-08-05 16:57:58,065 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.635
2023-08-05 16:57:58,183 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.642
2023-08-05 16:57:58,300 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.668
2023-08-05 16:57:58,418 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.665
2023-08-05 16:57:58,535 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.656
2023-08-05 16:57:58,653 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.634
2023-08-05 16:57:58,771 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.623
2023-08-05 16:57:58,893 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.625
2023-08-05 16:57:59,011 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.625
2023-08-05 16:57:59,128 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.631
2023-08-05 16:57:59,245 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.638
2023-08-05 16:57:59,364 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.640
2023-08-05 16:57:59,482 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.656
2023-08-05 16:57:59,601 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.656
2023-08-05 16:57:59,719 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.664
2023-08-05 16:57:59,838 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 16:57:59,956 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 16:58:00,073 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 16:58:00,192 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.668
2023-08-05 16:58:00,310 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 16:58:00,431 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 16:58:00,548 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.678
2023-08-05 16:58:00,665 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 16:58:00,783 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 16:58:00,905 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 16:58:01,022 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 16:58:01,139 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-05 16:58:01,257 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 16:58:01,380 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-05 16:58:01,497 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 16:58:01,614 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.666
2023-08-05 16:58:01,730 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.668
2023-08-05 16:58:01,851 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.667
2023-08-05 16:58:01,969 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 16:58:02,087 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 16:58:02,205 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 16:58:02,323 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.668
2023-08-05 16:58:02,443 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 16:58:02,561 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.668
2023-08-05 16:58:02,679 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.670
2023-08-05 16:58:02,797 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 16:58:02,919 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 16:58:03,038 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-05 16:58:03,156 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 16:58:03,273 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-05 16:58:03,395 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.683
2023-08-05 16:58:03,512 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.683
2023-08-05 16:58:03,628 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.684
2023-08-05 16:58:03,746 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-05 16:58:03,862 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-05 16:58:03,979 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 16:58:04,097 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-05 16:58:04,216 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 16:58:04,333 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.694
2023-08-05 16:58:04,451 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.697
2023-08-05 16:58:04,568 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.697
2023-08-05 16:58:04,685 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.697
2023-08-05 16:58:04,802 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 16:58:04,924 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.696
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2023-08-05 16:58:05,159 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 16:58:05,276 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.695
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2023-08-05 16:58:05,634 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.694
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2023-08-05 16:58:06,924 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.688
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2023-08-05 16:58:07,518 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.687
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2023-08-05 16:58:08,697 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.707
2023-08-05 16:58:08,814 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.706
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2023-08-05 16:58:10,819 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.694
2023-08-05 16:58:10,941 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.692
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2023-08-05 16:58:11,531 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.693
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2023-08-05 16:58:12,954 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.693
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2023-08-05 16:58:13,190 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.693
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2023-08-05 16:58:13,904 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.934, mIoU: 0.691
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2023-08-05 16:58:48,073 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.943, mIoU: 0.684
2023-08-05 16:58:48,191 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.943, mIoU: 0.684
2023-08-05 16:58:48,309 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.943, mIoU: 0.684
2023-08-05 16:58:48,430 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:48,548 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:48,667 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:48,785 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:48,902 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:49,020 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:49,137 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:49,255 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:49,373 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:49,492 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:49,609 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:49,727 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:49,846 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:49,969 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:50,088 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:50,207 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:50,324 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:50,447 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:50,565 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.684
2023-08-05 16:58:50,683 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:50,802 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:50,919 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:51,037 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:51,154 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:51,269 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:51,386 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:51,504 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:51,622 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:51,740 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-05 16:58:51,858 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:51,981 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:52,101 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:52,219 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:52,336 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:52,458 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:52,575 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:52,691 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:52,809 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:52,930 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:53,044 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:53,162 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:53,281 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:53,403 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:53,522 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:53,640 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:53,758 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:53,876 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:53,997 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:54,117 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:54,235 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 16:58:54,352 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 16:58:54,475 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 16:58:54,592 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 16:58:54,710 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 16:58:54,830 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 16:58:54,952 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-05 16:58:55,070 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-05 16:58:55,189 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-05 16:58:55,307 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-05 16:58:55,424 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-05 16:58:55,541 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-05 16:58:55,658 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 16:58:55,776 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 16:58:55,893 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 16:58:56,010 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 16:59:11,929 semantic_segmentation INFO: Iters: 62410/150000 || Lr: 0.012324 || Task Loss: 0.3321 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:48:56 || Estimated Time: 1 day, 16:26:29
2023-08-05 16:59:27,758 semantic_segmentation INFO: Iters: 62420/150000 || Lr: 0.012323 || Task Loss: 0.2842 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:49:12 || Estimated Time: 1 day, 16:26:11
2023-08-05 16:59:43,617 semantic_segmentation INFO: Iters: 62430/150000 || Lr: 0.012322 || Task Loss: 0.4309 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:49:28 || Estimated Time: 1 day, 16:25:53
2023-08-05 16:59:59,498 semantic_segmentation INFO: Iters: 62440/150000 || Lr: 0.012320 || Task Loss: 0.2331 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:49:44 || Estimated Time: 1 day, 16:25:36
2023-08-05 17:00:15,357 semantic_segmentation INFO: Iters: 62450/150000 || Lr: 0.012319 || Task Loss: 0.1989 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:49:59 || Estimated Time: 1 day, 16:25:18
2023-08-05 17:00:31,196 semantic_segmentation INFO: Iters: 62460/150000 || Lr: 0.012318 || Task Loss: 0.2731 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:50:15 || Estimated Time: 1 day, 16:25:00
2023-08-05 17:00:47,055 semantic_segmentation INFO: Iters: 62470/150000 || Lr: 0.012317 || Task Loss: 0.2682 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:50:31 || Estimated Time: 1 day, 16:24:43
2023-08-05 17:01:02,929 semantic_segmentation INFO: Iters: 62480/150000 || Lr: 0.012315 || Task Loss: 0.3109 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:50:47 || Estimated Time: 1 day, 16:24:25
2023-08-05 17:01:18,776 semantic_segmentation INFO: Iters: 62490/150000 || Lr: 0.012314 || Task Loss: 0.2301 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:51:03 || Estimated Time: 1 day, 16:24:07
2023-08-05 17:01:34,622 semantic_segmentation INFO: Iters: 62500/150000 || Lr: 0.012313 || Task Loss: 0.1453 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:51:19 || Estimated Time: 1 day, 16:23:50
2023-08-05 17:01:50,485 semantic_segmentation INFO: Iters: 62510/150000 || Lr: 0.012312 || Task Loss: 0.2010 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:51:35 || Estimated Time: 1 day, 16:23:32
2023-08-05 17:02:06,331 semantic_segmentation INFO: Iters: 62520/150000 || Lr: 0.012310 || Task Loss: 0.3113 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:51:50 || Estimated Time: 1 day, 16:23:14
2023-08-05 17:02:22,198 semantic_segmentation INFO: Iters: 62530/150000 || Lr: 0.012309 || Task Loss: 0.2600 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:52:06 || Estimated Time: 1 day, 16:22:57
2023-08-05 17:02:38,066 semantic_segmentation INFO: Iters: 62540/150000 || Lr: 0.012308 || Task Loss: 0.0972 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:52:22 || Estimated Time: 1 day, 16:22:39
2023-08-05 17:02:53,947 semantic_segmentation INFO: Iters: 62550/150000 || Lr: 0.012307 || Task Loss: 0.2014 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:52:38 || Estimated Time: 1 day, 16:22:21
2023-08-05 17:03:09,820 semantic_segmentation INFO: Iters: 62560/150000 || Lr: 0.012305 || Task Loss: 0.1981 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:52:54 || Estimated Time: 1 day, 16:22:04
2023-08-05 17:03:25,728 semantic_segmentation INFO: Iters: 62570/150000 || Lr: 0.012304 || Task Loss: 0.2502 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:53:10 || Estimated Time: 1 day, 16:21:46
2023-08-05 17:03:41,613 semantic_segmentation INFO: Iters: 62580/150000 || Lr: 0.012303 || Task Loss: 0.2283 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:53:26 || Estimated Time: 1 day, 16:21:28
2023-08-05 17:03:57,500 semantic_segmentation INFO: Iters: 62590/150000 || Lr: 0.012301 || Task Loss: 0.3381 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:53:42 || Estimated Time: 1 day, 16:21:11
2023-08-05 17:04:13,393 semantic_segmentation INFO: Iters: 62600/150000 || Lr: 0.012300 || Task Loss: 0.2644 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:53:57 || Estimated Time: 1 day, 16:20:53
2023-08-05 17:04:29,265 semantic_segmentation INFO: Iters: 62610/150000 || Lr: 0.012299 || Task Loss: 0.2514 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:54:13 || Estimated Time: 1 day, 16:20:35
2023-08-05 17:04:45,147 semantic_segmentation INFO: Iters: 62620/150000 || Lr: 0.012298 || Task Loss: 0.2286 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:54:29 || Estimated Time: 1 day, 16:20:18
2023-08-05 17:05:01,026 semantic_segmentation INFO: Iters: 62630/150000 || Lr: 0.012296 || Task Loss: 0.2500 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:54:45 || Estimated Time: 1 day, 16:20:00
2023-08-05 17:05:16,890 semantic_segmentation INFO: Iters: 62640/150000 || Lr: 0.012295 || Task Loss: 0.2658 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:55:01 || Estimated Time: 1 day, 16:19:42
2023-08-05 17:05:32,752 semantic_segmentation INFO: Iters: 62650/150000 || Lr: 0.012294 || Task Loss: 0.5586 || KD Loss: 0.2459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:55:17 || Estimated Time: 1 day, 16:19:25
2023-08-05 17:05:48,615 semantic_segmentation INFO: Iters: 62660/150000 || Lr: 0.012293 || Task Loss: 0.2879 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:55:33 || Estimated Time: 1 day, 16:19:07
2023-08-05 17:06:04,465 semantic_segmentation INFO: Iters: 62670/150000 || Lr: 0.012291 || Task Loss: 0.3078 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:55:49 || Estimated Time: 1 day, 16:18:49
2023-08-05 17:06:20,328 semantic_segmentation INFO: Iters: 62680/150000 || Lr: 0.012290 || Task Loss: 0.2106 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:56:04 || Estimated Time: 1 day, 16:18:32
2023-08-05 17:06:36,188 semantic_segmentation INFO: Iters: 62690/150000 || Lr: 0.012289 || Task Loss: 0.1819 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:56:20 || Estimated Time: 1 day, 16:18:14
2023-08-05 17:06:52,029 semantic_segmentation INFO: Iters: 62700/150000 || Lr: 0.012288 || Task Loss: 0.3170 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:17:56
2023-08-05 17:07:07,875 semantic_segmentation INFO: Iters: 62710/150000 || Lr: 0.012286 || Task Loss: 0.2600 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:17:39
2023-08-05 17:07:23,711 semantic_segmentation INFO: Iters: 62720/150000 || Lr: 0.012285 || Task Loss: 0.2312 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:08 || Estimated Time: 1 day, 16:17:21
2023-08-05 17:07:39,566 semantic_segmentation INFO: Iters: 62730/150000 || Lr: 0.012284 || Task Loss: 0.2170 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:24 || Estimated Time: 1 day, 16:17:03
2023-08-05 17:07:55,406 semantic_segmentation INFO: Iters: 62740/150000 || Lr: 0.012282 || Task Loss: 0.1965 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:39 || Estimated Time: 1 day, 16:16:45
2023-08-05 17:08:11,280 semantic_segmentation INFO: Iters: 62750/150000 || Lr: 0.012281 || Task Loss: 0.2873 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:55 || Estimated Time: 1 day, 16:16:28
2023-08-05 17:08:27,141 semantic_segmentation INFO: Iters: 62760/150000 || Lr: 0.012280 || Task Loss: 0.2154 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:58:11 || Estimated Time: 1 day, 16:16:10
2023-08-05 17:08:43,009 semantic_segmentation INFO: Iters: 62770/150000 || Lr: 0.012279 || Task Loss: 0.3202 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:58:27 || Estimated Time: 1 day, 16:15:53
2023-08-05 17:08:58,848 semantic_segmentation INFO: Iters: 62780/150000 || Lr: 0.012277 || Task Loss: 0.3836 || KD Loss: 0.1439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:58:43 || Estimated Time: 1 day, 16:15:35
2023-08-05 17:09:14,688 semantic_segmentation INFO: Iters: 62790/150000 || Lr: 0.012276 || Task Loss: 0.2662 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:58:59 || Estimated Time: 1 day, 16:15:17
2023-08-05 17:09:30,546 semantic_segmentation INFO: Iters: 62800/150000 || Lr: 0.012275 || Task Loss: 0.3330 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:59:15 || Estimated Time: 1 day, 16:14:59
2023-08-05 17:09:46,405 semantic_segmentation INFO: Iters: 62810/150000 || Lr: 0.012274 || Task Loss: 0.3128 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:59:30 || Estimated Time: 1 day, 16:14:42
2023-08-05 17:10:02,271 semantic_segmentation INFO: Iters: 62820/150000 || Lr: 0.012272 || Task Loss: 0.3043 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:59:46 || Estimated Time: 1 day, 16:14:24
2023-08-05 17:10:18,125 semantic_segmentation INFO: Iters: 62830/150000 || Lr: 0.012271 || Task Loss: 0.3219 || KD Loss: 0.1537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:00:02 || Estimated Time: 1 day, 16:14:06
2023-08-05 17:10:33,974 semantic_segmentation INFO: Iters: 62840/150000 || Lr: 0.012270 || Task Loss: 0.2581 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:00:18 || Estimated Time: 1 day, 16:13:49
2023-08-05 17:10:49,803 semantic_segmentation INFO: Iters: 62850/150000 || Lr: 0.012269 || Task Loss: 0.2644 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:00:34 || Estimated Time: 1 day, 16:13:31
2023-08-05 17:11:05,639 semantic_segmentation INFO: Iters: 62860/150000 || Lr: 0.012267 || Task Loss: 0.2407 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:00:50 || Estimated Time: 1 day, 16:13:13
2023-08-05 17:11:21,471 semantic_segmentation INFO: Iters: 62870/150000 || Lr: 0.012266 || Task Loss: 0.3278 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:01:06 || Estimated Time: 1 day, 16:12:56
2023-08-05 17:11:37,296 semantic_segmentation INFO: Iters: 62880/150000 || Lr: 0.012265 || Task Loss: 0.2071 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:12:38
2023-08-05 17:11:53,117 semantic_segmentation INFO: Iters: 62890/150000 || Lr: 0.012263 || Task Loss: 0.2363 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:12:20
2023-08-05 17:12:08,942 semantic_segmentation INFO: Iters: 62900/150000 || Lr: 0.012262 || Task Loss: 0.2852 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:01:53 || Estimated Time: 1 day, 16:12:03
2023-08-05 17:12:24,765 semantic_segmentation INFO: Iters: 62910/150000 || Lr: 0.012261 || Task Loss: 0.2384 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:02:09 || Estimated Time: 1 day, 16:11:45
2023-08-05 17:12:40,582 semantic_segmentation INFO: Iters: 62920/150000 || Lr: 0.012260 || Task Loss: 0.2462 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:02:25 || Estimated Time: 1 day, 16:11:27
2023-08-05 17:12:56,516 semantic_segmentation INFO: Iters: 62930/150000 || Lr: 0.012258 || Task Loss: 0.3480 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:02:41 || Estimated Time: 1 day, 16:11:10
2023-08-05 17:13:12,357 semantic_segmentation INFO: Iters: 62940/150000 || Lr: 0.012257 || Task Loss: 0.1368 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:02:56 || Estimated Time: 1 day, 16:10:52
2023-08-05 17:13:28,210 semantic_segmentation INFO: Iters: 62950/150000 || Lr: 0.012256 || Task Loss: 0.2078 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:03:12 || Estimated Time: 1 day, 16:10:34
2023-08-05 17:13:44,038 semantic_segmentation INFO: Iters: 62960/150000 || Lr: 0.012255 || Task Loss: 0.1815 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:03:28 || Estimated Time: 1 day, 16:10:16
2023-08-05 17:13:59,882 semantic_segmentation INFO: Iters: 62970/150000 || Lr: 0.012253 || Task Loss: 0.1882 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:03:44 || Estimated Time: 1 day, 16:09:59
2023-08-05 17:14:15,722 semantic_segmentation INFO: Iters: 62980/150000 || Lr: 0.012252 || Task Loss: 0.4871 || KD Loss: 0.2237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:00 || Estimated Time: 1 day, 16:09:41
2023-08-05 17:14:31,547 semantic_segmentation INFO: Iters: 62990/150000 || Lr: 0.012251 || Task Loss: 0.2247 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:16 || Estimated Time: 1 day, 16:09:23
2023-08-05 17:14:47,366 semantic_segmentation INFO: Iters: 63000/150000 || Lr: 0.012250 || Task Loss: 0.3120 || KD Loss: 0.1689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:31 || Estimated Time: 1 day, 16:09:06
2023-08-05 17:15:03,195 semantic_segmentation INFO: Iters: 63010/150000 || Lr: 0.012248 || Task Loss: 0.1991 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:47 || Estimated Time: 1 day, 16:08:48
2023-08-05 17:15:19,011 semantic_segmentation INFO: Iters: 63020/150000 || Lr: 0.012247 || Task Loss: 0.2612 || KD Loss: 0.2115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:05:03 || Estimated Time: 1 day, 16:08:30
2023-08-05 17:15:34,817 semantic_segmentation INFO: Iters: 63030/150000 || Lr: 0.012246 || Task Loss: 0.2668 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:05:19 || Estimated Time: 1 day, 16:08:13
2023-08-05 17:15:50,625 semantic_segmentation INFO: Iters: 63040/150000 || Lr: 0.012244 || Task Loss: 0.1455 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:05:35 || Estimated Time: 1 day, 16:07:55
2023-08-05 17:16:06,460 semantic_segmentation INFO: Iters: 63050/150000 || Lr: 0.012243 || Task Loss: 0.1357 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:05:50 || Estimated Time: 1 day, 16:07:37
2023-08-05 17:16:22,293 semantic_segmentation INFO: Iters: 63060/150000 || Lr: 0.012242 || Task Loss: 0.2871 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:06:06 || Estimated Time: 1 day, 16:07:19
2023-08-05 17:16:38,134 semantic_segmentation INFO: Iters: 63070/150000 || Lr: 0.012241 || Task Loss: 0.2614 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:06:22 || Estimated Time: 1 day, 16:07:02
2023-08-05 17:16:53,946 semantic_segmentation INFO: Iters: 63080/150000 || Lr: 0.012239 || Task Loss: 0.2416 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:06:38 || Estimated Time: 1 day, 16:06:44
2023-08-05 17:17:09,781 semantic_segmentation INFO: Iters: 63090/150000 || Lr: 0.012238 || Task Loss: 0.3201 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:06:54 || Estimated Time: 1 day, 16:06:26
2023-08-05 17:17:25,613 semantic_segmentation INFO: Iters: 63100/150000 || Lr: 0.012237 || Task Loss: 0.2036 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:07:10 || Estimated Time: 1 day, 16:06:09
2023-08-05 17:17:41,448 semantic_segmentation INFO: Iters: 63110/150000 || Lr: 0.012236 || Task Loss: 0.4344 || KD Loss: 0.1771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:05:51
2023-08-05 17:17:57,298 semantic_segmentation INFO: Iters: 63120/150000 || Lr: 0.012234 || Task Loss: 0.7751 || KD Loss: 0.3221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:07:41 || Estimated Time: 1 day, 16:05:33
2023-08-05 17:18:13,138 semantic_segmentation INFO: Iters: 63130/150000 || Lr: 0.012233 || Task Loss: 0.4533 || KD Loss: 0.1337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:07:57 || Estimated Time: 1 day, 16:05:16
2023-08-05 17:18:28,956 semantic_segmentation INFO: Iters: 63140/150000 || Lr: 0.012232 || Task Loss: 0.5160 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:08:13 || Estimated Time: 1 day, 16:04:58
2023-08-05 17:18:44,793 semantic_segmentation INFO: Iters: 63150/150000 || Lr: 0.012231 || Task Loss: 0.2489 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:08:29 || Estimated Time: 1 day, 16:04:40
2023-08-05 17:19:00,632 semantic_segmentation INFO: Iters: 63160/150000 || Lr: 0.012229 || Task Loss: 0.2334 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:08:45 || Estimated Time: 1 day, 16:04:23
2023-08-05 17:19:16,474 semantic_segmentation INFO: Iters: 63170/150000 || Lr: 0.012228 || Task Loss: 0.4111 || KD Loss: 0.1478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:09:01 || Estimated Time: 1 day, 16:04:05
2023-08-05 17:19:32,307 semantic_segmentation INFO: Iters: 63180/150000 || Lr: 0.012227 || Task Loss: 0.2386 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:09:16 || Estimated Time: 1 day, 16:03:47
2023-08-05 17:19:48,144 semantic_segmentation INFO: Iters: 63190/150000 || Lr: 0.012225 || Task Loss: 0.2076 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:09:32 || Estimated Time: 1 day, 16:03:30
2023-08-05 17:20:03,957 semantic_segmentation INFO: Iters: 63200/150000 || Lr: 0.012224 || Task Loss: 0.1879 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:09:48 || Estimated Time: 1 day, 16:03:12
2023-08-05 17:20:04,043 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 17:20:05,124 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.395
2023-08-05 17:20:05,247 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.458
2023-08-05 17:20:05,366 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.438
2023-08-05 17:20:05,483 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.472
2023-08-05 17:20:05,599 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.471
2023-08-05 17:20:05,717 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.469
2023-08-05 17:20:05,833 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.486
2023-08-05 17:20:05,950 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.528
2023-08-05 17:20:06,067 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.578
2023-08-05 17:20:06,184 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.627
2023-08-05 17:20:06,300 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.620
2023-08-05 17:20:06,418 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.637
2023-08-05 17:20:06,536 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.615
2023-08-05 17:20:06,653 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.616
2023-08-05 17:20:06,771 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.582
2023-08-05 17:20:06,893 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.579
2023-08-05 17:20:07,011 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.588
2023-08-05 17:20:07,128 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.589
2023-08-05 17:20:07,244 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.599
2023-08-05 17:20:07,367 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.607
2023-08-05 17:20:07,485 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.614
2023-08-05 17:20:07,602 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.596
2023-08-05 17:20:07,720 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.597
2023-08-05 17:20:07,841 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.607
2023-08-05 17:20:07,958 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.623
2023-08-05 17:20:08,075 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:20:08,192 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.615
2023-08-05 17:20:08,311 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.612
2023-08-05 17:20:08,428 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.927, mIoU: 0.616
2023-08-05 17:20:08,545 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.616
2023-08-05 17:20:08,661 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.615
2023-08-05 17:20:08,779 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.613
2023-08-05 17:20:08,901 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.616
2023-08-05 17:20:09,018 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.618
2023-08-05 17:20:09,135 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.614
2023-08-05 17:20:09,252 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.614
2023-08-05 17:20:09,374 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.613
2023-08-05 17:20:09,493 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.614
2023-08-05 17:20:09,609 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.619
2023-08-05 17:20:09,725 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.618
2023-08-05 17:20:09,841 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.618
2023-08-05 17:20:09,958 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.617
2023-08-05 17:20:10,076 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.616
2023-08-05 17:20:10,194 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.618
2023-08-05 17:20:10,313 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.617
2023-08-05 17:20:10,433 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.618
2023-08-05 17:20:10,551 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.619
2023-08-05 17:20:10,669 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.618
2023-08-05 17:20:10,787 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.623
2023-08-05 17:20:10,909 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.626
2023-08-05 17:20:11,026 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.626
2023-08-05 17:20:11,144 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.615
2023-08-05 17:20:11,261 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.615
2023-08-05 17:20:11,383 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.617
2023-08-05 17:20:11,500 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.925, mIoU: 0.615
2023-08-05 17:20:11,617 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.613
2023-08-05 17:20:11,733 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.614
2023-08-05 17:20:11,855 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.620
2023-08-05 17:20:11,972 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.926, mIoU: 0.624
2023-08-05 17:20:12,088 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.622
2023-08-05 17:20:12,205 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.626
2023-08-05 17:20:12,326 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.926, mIoU: 0.628
2023-08-05 17:20:12,443 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.626
2023-08-05 17:20:12,560 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.631
2023-08-05 17:20:12,678 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.926, mIoU: 0.634
2023-08-05 17:20:12,795 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.636
2023-08-05 17:20:12,912 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.634
2023-08-05 17:20:13,030 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.635
2023-08-05 17:20:13,147 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.633
2023-08-05 17:20:13,265 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.632
2023-08-05 17:20:13,387 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.632
2023-08-05 17:20:13,504 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.630
2023-08-05 17:20:13,624 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.629
2023-08-05 17:20:13,741 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.628
2023-08-05 17:20:13,863 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.630
2023-08-05 17:20:13,981 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.631
2023-08-05 17:20:14,098 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.631
2023-08-05 17:20:14,214 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.630
2023-08-05 17:20:14,330 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.631
2023-08-05 17:20:14,447 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.631
2023-08-05 17:20:14,564 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.928, mIoU: 0.633
2023-08-05 17:20:14,682 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.928, mIoU: 0.634
2023-08-05 17:20:14,801 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.928, mIoU: 0.634
2023-08-05 17:20:14,919 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.632
2023-08-05 17:20:15,037 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.628
2023-08-05 17:20:15,155 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.628
2023-08-05 17:20:15,273 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.628
2023-08-05 17:20:15,395 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.628
2023-08-05 17:20:15,513 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.625
2023-08-05 17:20:15,631 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.626
2023-08-05 17:20:15,749 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.626
2023-08-05 17:20:15,870 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.634
2023-08-05 17:20:15,989 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.634
2023-08-05 17:20:16,106 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.634
2023-08-05 17:20:16,226 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.927, mIoU: 0.634
2023-08-05 17:20:16,345 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.634
2023-08-05 17:20:16,464 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.927, mIoU: 0.635
2023-08-05 17:20:16,581 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.635
2023-08-05 17:20:16,698 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.637
2023-08-05 17:20:16,816 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.638
2023-08-05 17:20:16,932 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.638
2023-08-05 17:20:17,049 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.637
2023-08-05 17:20:17,166 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.637
2023-08-05 17:20:17,284 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.637
2023-08-05 17:20:17,405 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.637
2023-08-05 17:20:17,521 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.637
2023-08-05 17:20:17,639 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.637
2023-08-05 17:20:17,757 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.638
2023-08-05 17:20:17,879 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.638
2023-08-05 17:20:17,996 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.637
2023-08-05 17:20:18,113 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.638
2023-08-05 17:20:18,230 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.638
2023-08-05 17:20:18,353 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.636
2023-08-05 17:20:18,470 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.924, mIoU: 0.634
2023-08-05 17:20:18,589 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.924, mIoU: 0.634
2023-08-05 17:20:18,707 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.924, mIoU: 0.633
2023-08-05 17:20:18,825 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.924, mIoU: 0.631
2023-08-05 17:20:18,945 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.924, mIoU: 0.629
2023-08-05 17:20:19,062 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-05 17:20:19,180 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.924, mIoU: 0.629
2023-08-05 17:20:19,297 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.628
2023-08-05 17:20:19,418 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.627
2023-08-05 17:20:19,536 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.924, mIoU: 0.628
2023-08-05 17:20:19,653 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.924, mIoU: 0.631
2023-08-05 17:20:19,771 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.924, mIoU: 0.631
2023-08-05 17:20:19,894 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-05 17:20:20,011 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.923, mIoU: 0.629
2023-08-05 17:20:20,129 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.923, mIoU: 0.630
2023-08-05 17:20:20,246 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.924, mIoU: 0.630
2023-08-05 17:20:20,368 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.630
2023-08-05 17:20:20,485 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.924, mIoU: 0.630
2023-08-05 17:20:20,603 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.924, mIoU: 0.629
2023-08-05 17:20:20,721 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.629
2023-08-05 17:20:20,838 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.925, mIoU: 0.629
2023-08-05 17:20:20,955 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.925, mIoU: 0.628
2023-08-05 17:20:21,074 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.926, mIoU: 0.629
2023-08-05 17:20:21,192 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.926, mIoU: 0.629
2023-08-05 17:20:21,309 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.925, mIoU: 0.625
2023-08-05 17:20:21,427 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.924, mIoU: 0.624
2023-08-05 17:20:21,544 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.627
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2023-08-05 17:20:44,730 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.919, mIoU: 0.605
2023-08-05 17:20:44,847 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.920, mIoU: 0.605
2023-08-05 17:20:44,964 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.920, mIoU: 0.606
2023-08-05 17:20:45,081 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.920, mIoU: 0.606
2023-08-05 17:20:45,199 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.920, mIoU: 0.606
2023-08-05 17:20:45,317 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.920, mIoU: 0.607
2023-08-05 17:20:45,439 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.920, mIoU: 0.607
2023-08-05 17:20:45,557 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.920, mIoU: 0.607
2023-08-05 17:20:45,675 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.921, mIoU: 0.607
2023-08-05 17:20:45,792 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.921, mIoU: 0.607
2023-08-05 17:20:45,914 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.921, mIoU: 0.607
2023-08-05 17:20:46,031 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.921, mIoU: 0.607
2023-08-05 17:20:46,149 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.921, mIoU: 0.607
2023-08-05 17:20:46,267 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.921, mIoU: 0.608
2023-08-05 17:20:46,384 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.921, mIoU: 0.608
2023-08-05 17:20:46,502 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.921, mIoU: 0.608
2023-08-05 17:20:46,620 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.921, mIoU: 0.609
2023-08-05 17:20:46,738 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.922, mIoU: 0.609
2023-08-05 17:20:46,856 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.922, mIoU: 0.609
2023-08-05 17:20:46,974 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.922, mIoU: 0.609
2023-08-05 17:20:47,091 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.922, mIoU: 0.609
2023-08-05 17:20:47,210 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.922, mIoU: 0.609
2023-08-05 17:20:47,328 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.922, mIoU: 0.610
2023-08-05 17:20:47,452 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.922, mIoU: 0.611
2023-08-05 17:20:47,569 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.922, mIoU: 0.610
2023-08-05 17:20:47,687 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.922, mIoU: 0.610
2023-08-05 17:20:47,806 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.922, mIoU: 0.610
2023-08-05 17:20:47,928 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.923, mIoU: 0.610
2023-08-05 17:20:48,046 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.923, mIoU: 0.611
2023-08-05 17:20:48,164 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.923, mIoU: 0.611
2023-08-05 17:20:48,280 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.923, mIoU: 0.612
2023-08-05 17:20:48,402 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.923, mIoU: 0.613
2023-08-05 17:20:48,520 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.923, mIoU: 0.613
2023-08-05 17:20:48,637 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.923, mIoU: 0.614
2023-08-05 17:20:48,755 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.923, mIoU: 0.614
2023-08-05 17:20:48,872 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.924, mIoU: 0.614
2023-08-05 17:20:48,990 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.924, mIoU: 0.614
2023-08-05 17:20:49,108 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.923, mIoU: 0.614
2023-08-05 17:20:49,229 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.923, mIoU: 0.614
2023-08-05 17:20:49,347 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.923, mIoU: 0.614
2023-08-05 17:20:49,465 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.923, mIoU: 0.614
2023-08-05 17:20:49,583 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.923, mIoU: 0.614
2023-08-05 17:20:49,701 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.923, mIoU: 0.614
2023-08-05 17:20:49,819 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.924, mIoU: 0.614
2023-08-05 17:20:49,940 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.924, mIoU: 0.614
2023-08-05 17:20:50,058 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.924, mIoU: 0.615
2023-08-05 17:20:50,175 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.924, mIoU: 0.615
2023-08-05 17:20:50,293 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.924, mIoU: 0.615
2023-08-05 17:20:50,416 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.924, mIoU: 0.616
2023-08-05 17:20:50,534 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.924, mIoU: 0.617
2023-08-05 17:20:50,651 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.924, mIoU: 0.617
2023-08-05 17:20:50,769 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.924, mIoU: 0.617
2023-08-05 17:20:50,886 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.925, mIoU: 0.617
2023-08-05 17:20:51,004 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.924, mIoU: 0.617
2023-08-05 17:20:51,121 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.924, mIoU: 0.618
2023-08-05 17:20:51,238 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.924, mIoU: 0.618
2023-08-05 17:20:51,356 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.924, mIoU: 0.618
2023-08-05 17:20:51,473 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.925, mIoU: 0.618
2023-08-05 17:20:51,589 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.925, mIoU: 0.618
2023-08-05 17:20:51,707 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.925, mIoU: 0.618
2023-08-05 17:20:51,825 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.925, mIoU: 0.618
2023-08-05 17:20:51,948 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.925, mIoU: 0.618
2023-08-05 17:20:52,065 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.925, mIoU: 0.618
2023-08-05 17:20:52,183 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.925, mIoU: 0.618
2023-08-05 17:20:52,301 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.925, mIoU: 0.618
2023-08-05 17:20:52,423 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.926, mIoU: 0.618
2023-08-05 17:20:52,541 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.926, mIoU: 0.618
2023-08-05 17:20:52,660 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.926, mIoU: 0.618
2023-08-05 17:20:52,779 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.926, mIoU: 0.619
2023-08-05 17:20:52,901 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.926, mIoU: 0.620
2023-08-05 17:20:53,018 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.926, mIoU: 0.620
2023-08-05 17:20:53,136 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.926, mIoU: 0.620
2023-08-05 17:20:53,254 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.926, mIoU: 0.620
2023-08-05 17:20:53,371 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.926, mIoU: 0.621
2023-08-05 17:20:53,490 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.926, mIoU: 0.620
2023-08-05 17:20:53,608 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.926, mIoU: 0.621
2023-08-05 17:20:53,726 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.926, mIoU: 0.621
2023-08-05 17:20:53,844 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.926, mIoU: 0.621
2023-08-05 17:20:53,962 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.926, mIoU: 0.621
2023-08-05 17:20:54,080 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.927, mIoU: 0.621
2023-08-05 17:20:54,198 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.927, mIoU: 0.621
2023-08-05 17:20:54,316 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-05 17:20:54,439 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.927, mIoU: 0.622
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2023-08-05 17:20:54,675 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-05 17:20:54,794 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-05 17:20:54,917 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-05 17:20:55,036 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-05 17:20:55,154 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-05 17:20:55,271 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.927, mIoU: 0.622
2023-08-05 17:20:55,388 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.927, mIoU: 0.623
2023-08-05 17:20:55,506 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.927, mIoU: 0.623
2023-08-05 17:20:55,623 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.927, mIoU: 0.623
2023-08-05 17:20:55,741 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.927, mIoU: 0.623
2023-08-05 17:20:55,859 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.928, mIoU: 0.623
2023-08-05 17:20:55,977 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.928, mIoU: 0.623
2023-08-05 17:20:56,095 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.928, mIoU: 0.623
2023-08-05 17:20:56,212 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.928, mIoU: 0.623
2023-08-05 17:20:56,329 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:56,451 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:56,568 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:56,686 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:56,803 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:56,925 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:57,042 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:57,160 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:57,278 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.928, mIoU: 0.623
2023-08-05 17:20:57,395 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:57,513 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:57,632 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:57,750 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:57,867 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:57,984 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:58,102 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:58,220 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:58,337 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:58,460 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.928, mIoU: 0.624
2023-08-05 17:20:58,577 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.929, mIoU: 0.624
2023-08-05 17:20:58,695 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.929, mIoU: 0.625
2023-08-05 17:20:58,813 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.929, mIoU: 0.625
2023-08-05 17:20:58,936 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.929, mIoU: 0.625
2023-08-05 17:20:59,053 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.929, mIoU: 0.625
2023-08-05 17:20:59,172 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.929, mIoU: 0.626
2023-08-05 17:20:59,286 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.929, mIoU: 0.626
2023-08-05 17:20:59,410 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.929, mIoU: 0.626
2023-08-05 17:20:59,527 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.929, mIoU: 0.627
2023-08-05 17:20:59,644 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.929, mIoU: 0.627
2023-08-05 17:20:59,761 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.929, mIoU: 0.627
2023-08-05 17:20:59,880 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.929, mIoU: 0.627
2023-08-05 17:20:59,997 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.929, mIoU: 0.627
2023-08-05 17:21:00,115 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.929, mIoU: 0.627
2023-08-05 17:21:00,234 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.929, mIoU: 0.628
2023-08-05 17:21:00,351 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.929, mIoU: 0.628
2023-08-05 17:21:00,469 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.929, mIoU: 0.628
2023-08-05 17:21:00,586 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.929, mIoU: 0.628
2023-08-05 17:21:00,704 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.929, mIoU: 0.628
2023-08-05 17:21:00,822 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.929, mIoU: 0.628
2023-08-05 17:21:00,945 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.929, mIoU: 0.628
2023-08-05 17:21:01,059 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:01,176 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:01,293 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.930, mIoU: 0.627
2023-08-05 17:21:01,415 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.930, mIoU: 0.627
2023-08-05 17:21:01,533 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.627
2023-08-05 17:21:01,650 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.627
2023-08-05 17:21:01,768 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.627
2023-08-05 17:21:01,886 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.627
2023-08-05 17:21:02,004 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.627
2023-08-05 17:21:02,121 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:02,240 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:02,358 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:02,475 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-05 17:21:02,594 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:02,712 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:02,829 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:02,950 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:03,067 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.628
2023-08-05 17:21:03,184 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-05 17:21:03,302 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-05 17:21:03,426 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-05 17:21:03,544 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-05 17:21:03,662 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-05 17:21:03,780 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-05 17:21:03,897 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-05 17:21:04,013 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.629
2023-08-05 17:21:19,945 semantic_segmentation INFO: Iters: 63210/150000 || Lr: 0.012223 || Task Loss: 0.4366 || KD Loss: 0.1576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:04:17
2023-08-05 17:21:35,776 semantic_segmentation INFO: Iters: 63220/150000 || Lr: 0.012222 || Task Loss: 0.3600 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 16:03:59
2023-08-05 17:21:51,645 semantic_segmentation INFO: Iters: 63230/150000 || Lr: 0.012220 || Task Loss: 0.4742 || KD Loss: 0.1944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:11:36 || Estimated Time: 1 day, 16:03:41
2023-08-05 17:22:07,514 semantic_segmentation INFO: Iters: 63240/150000 || Lr: 0.012219 || Task Loss: 0.2724 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:11:52 || Estimated Time: 1 day, 16:03:24
2023-08-05 17:22:23,390 semantic_segmentation INFO: Iters: 63250/150000 || Lr: 0.012218 || Task Loss: 0.3402 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:12:07 || Estimated Time: 1 day, 16:03:06
2023-08-05 17:22:39,267 semantic_segmentation INFO: Iters: 63260/150000 || Lr: 0.012217 || Task Loss: 0.2992 || KD Loss: 0.1008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:12:23 || Estimated Time: 1 day, 16:02:48
2023-08-05 17:22:55,145 semantic_segmentation INFO: Iters: 63270/150000 || Lr: 0.012215 || Task Loss: 0.3306 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:12:39 || Estimated Time: 1 day, 16:02:31
2023-08-05 17:23:11,032 semantic_segmentation INFO: Iters: 63280/150000 || Lr: 0.012214 || Task Loss: 0.1927 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:12:55 || Estimated Time: 1 day, 16:02:13
2023-08-05 17:23:26,917 semantic_segmentation INFO: Iters: 63290/150000 || Lr: 0.012213 || Task Loss: 0.4067 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:13:11 || Estimated Time: 1 day, 16:01:56
2023-08-05 17:23:42,822 semantic_segmentation INFO: Iters: 63300/150000 || Lr: 0.012212 || Task Loss: 0.2725 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:13:27 || Estimated Time: 1 day, 16:01:38
2023-08-05 17:23:58,724 semantic_segmentation INFO: Iters: 63310/150000 || Lr: 0.012210 || Task Loss: 0.2300 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:13:43 || Estimated Time: 1 day, 16:01:20
2023-08-05 17:24:14,607 semantic_segmentation INFO: Iters: 63320/150000 || Lr: 0.012209 || Task Loss: 0.4091 || KD Loss: 0.1429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:13:59 || Estimated Time: 1 day, 16:01:03
2023-08-05 17:24:30,525 semantic_segmentation INFO: Iters: 63330/150000 || Lr: 0.012208 || Task Loss: 0.3530 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:14:15 || Estimated Time: 1 day, 16:00:45
2023-08-05 17:24:46,434 semantic_segmentation INFO: Iters: 63340/150000 || Lr: 0.012206 || Task Loss: 0.2878 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:14:30 || Estimated Time: 1 day, 16:00:28
2023-08-05 17:25:02,324 semantic_segmentation INFO: Iters: 63350/150000 || Lr: 0.012205 || Task Loss: 0.3103 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:14:46 || Estimated Time: 1 day, 16:00:10
2023-08-05 17:25:18,208 semantic_segmentation INFO: Iters: 63360/150000 || Lr: 0.012204 || Task Loss: 0.2055 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:15:02 || Estimated Time: 1 day, 15:59:52
2023-08-05 17:25:34,090 semantic_segmentation INFO: Iters: 63370/150000 || Lr: 0.012203 || Task Loss: 0.2325 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:15:18 || Estimated Time: 1 day, 15:59:35
2023-08-05 17:25:49,985 semantic_segmentation INFO: Iters: 63380/150000 || Lr: 0.012201 || Task Loss: 0.3005 || KD Loss: 0.1020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:15:34 || Estimated Time: 1 day, 15:59:17
2023-08-05 17:26:05,853 semantic_segmentation INFO: Iters: 63390/150000 || Lr: 0.012200 || Task Loss: 0.3925 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:15:50 || Estimated Time: 1 day, 15:58:59
2023-08-05 17:26:21,728 semantic_segmentation INFO: Iters: 63400/150000 || Lr: 0.012199 || Task Loss: 0.1381 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:16:06 || Estimated Time: 1 day, 15:58:42
2023-08-05 17:26:37,593 semantic_segmentation INFO: Iters: 63410/150000 || Lr: 0.012198 || Task Loss: 0.1385 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:16:22 || Estimated Time: 1 day, 15:58:24
2023-08-05 17:26:53,463 semantic_segmentation INFO: Iters: 63420/150000 || Lr: 0.012196 || Task Loss: 0.2977 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:16:38 || Estimated Time: 1 day, 15:58:06
2023-08-05 17:27:09,335 semantic_segmentation INFO: Iters: 63430/150000 || Lr: 0.012195 || Task Loss: 0.2346 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:16:53 || Estimated Time: 1 day, 15:57:49
2023-08-05 17:27:25,196 semantic_segmentation INFO: Iters: 63440/150000 || Lr: 0.012194 || Task Loss: 0.2666 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:17:09 || Estimated Time: 1 day, 15:57:31
2023-08-05 17:27:41,050 semantic_segmentation INFO: Iters: 63450/150000 || Lr: 0.012192 || Task Loss: 0.2671 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:17:25 || Estimated Time: 1 day, 15:57:14
2023-08-05 17:27:56,906 semantic_segmentation INFO: Iters: 63460/150000 || Lr: 0.012191 || Task Loss: 0.4160 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:17:41 || Estimated Time: 1 day, 15:56:56
2023-08-05 17:28:12,751 semantic_segmentation INFO: Iters: 63470/150000 || Lr: 0.012190 || Task Loss: 0.2738 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:56:38
2023-08-05 17:28:28,592 semantic_segmentation INFO: Iters: 63480/150000 || Lr: 0.012189 || Task Loss: 0.3404 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:56:21
2023-08-05 17:28:44,420 semantic_segmentation INFO: Iters: 63490/150000 || Lr: 0.012187 || Task Loss: 0.2673 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:18:28 || Estimated Time: 1 day, 15:56:03
2023-08-05 17:29:00,284 semantic_segmentation INFO: Iters: 63500/150000 || Lr: 0.012186 || Task Loss: 0.1854 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:18:44 || Estimated Time: 1 day, 15:55:45
2023-08-05 17:29:16,135 semantic_segmentation INFO: Iters: 63510/150000 || Lr: 0.012185 || Task Loss: 0.2867 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:19:00 || Estimated Time: 1 day, 15:55:28
2023-08-05 17:29:31,987 semantic_segmentation INFO: Iters: 63520/150000 || Lr: 0.012184 || Task Loss: 0.2225 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:19:16 || Estimated Time: 1 day, 15:55:10
2023-08-05 17:29:47,844 semantic_segmentation INFO: Iters: 63530/150000 || Lr: 0.012182 || Task Loss: 0.1816 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:19:32 || Estimated Time: 1 day, 15:54:52
2023-08-05 17:30:03,698 semantic_segmentation INFO: Iters: 63540/150000 || Lr: 0.012181 || Task Loss: 0.3845 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0890|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:19:48 || Estimated Time: 1 day, 15:54:35
2023-08-05 17:30:19,537 semantic_segmentation INFO: Iters: 63550/150000 || Lr: 0.012180 || Task Loss: 0.2967 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:20:04 || Estimated Time: 1 day, 15:54:17
2023-08-05 17:30:35,365 semantic_segmentation INFO: Iters: 63560/150000 || Lr: 0.012179 || Task Loss: 0.1561 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:20:19 || Estimated Time: 1 day, 15:53:59
2023-08-05 17:30:51,224 semantic_segmentation INFO: Iters: 63570/150000 || Lr: 0.012177 || Task Loss: 0.2095 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:20:35 || Estimated Time: 1 day, 15:53:42
2023-08-05 17:31:07,081 semantic_segmentation INFO: Iters: 63580/150000 || Lr: 0.012176 || Task Loss: 0.2665 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:20:51 || Estimated Time: 1 day, 15:53:24
2023-08-05 17:31:22,927 semantic_segmentation INFO: Iters: 63590/150000 || Lr: 0.012175 || Task Loss: 0.3345 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:21:07 || Estimated Time: 1 day, 15:53:06
2023-08-05 17:31:38,774 semantic_segmentation INFO: Iters: 63600/150000 || Lr: 0.012173 || Task Loss: 0.1730 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:21:23 || Estimated Time: 1 day, 15:52:49
2023-08-05 17:31:54,614 semantic_segmentation INFO: Iters: 63610/150000 || Lr: 0.012172 || Task Loss: 0.2214 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:21:39 || Estimated Time: 1 day, 15:52:31
2023-08-05 17:32:10,461 semantic_segmentation INFO: Iters: 63620/150000 || Lr: 0.012171 || Task Loss: 0.2246 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:21:55 || Estimated Time: 1 day, 15:52:13
2023-08-05 17:32:26,305 semantic_segmentation INFO: Iters: 63630/150000 || Lr: 0.012170 || Task Loss: 0.1413 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:22:10 || Estimated Time: 1 day, 15:51:56
2023-08-05 17:32:42,142 semantic_segmentation INFO: Iters: 63640/150000 || Lr: 0.012168 || Task Loss: 0.3000 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:22:26 || Estimated Time: 1 day, 15:51:38
2023-08-05 17:32:57,991 semantic_segmentation INFO: Iters: 63650/150000 || Lr: 0.012167 || Task Loss: 0.3424 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:22:42 || Estimated Time: 1 day, 15:51:20
2023-08-05 17:33:13,824 semantic_segmentation INFO: Iters: 63660/150000 || Lr: 0.012166 || Task Loss: 0.2873 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:22:58 || Estimated Time: 1 day, 15:51:03
2023-08-05 17:33:29,678 semantic_segmentation INFO: Iters: 63670/150000 || Lr: 0.012165 || Task Loss: 0.2139 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:23:14 || Estimated Time: 1 day, 15:50:45
2023-08-05 17:33:45,533 semantic_segmentation INFO: Iters: 63680/150000 || Lr: 0.012163 || Task Loss: 0.1756 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:23:30 || Estimated Time: 1 day, 15:50:27
2023-08-05 17:34:01,374 semantic_segmentation INFO: Iters: 63690/150000 || Lr: 0.012162 || Task Loss: 0.2934 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:23:45 || Estimated Time: 1 day, 15:50:10
2023-08-05 17:34:17,203 semantic_segmentation INFO: Iters: 63700/150000 || Lr: 0.012161 || Task Loss: 0.2433 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:24:01 || Estimated Time: 1 day, 15:49:52
2023-08-05 17:34:33,025 semantic_segmentation INFO: Iters: 63710/150000 || Lr: 0.012160 || Task Loss: 0.2419 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:24:17 || Estimated Time: 1 day, 15:49:34
2023-08-05 17:34:48,838 semantic_segmentation INFO: Iters: 63720/150000 || Lr: 0.012158 || Task Loss: 0.2642 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:24:33 || Estimated Time: 1 day, 15:49:17
2023-08-05 17:35:04,671 semantic_segmentation INFO: Iters: 63730/150000 || Lr: 0.012157 || Task Loss: 0.3221 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:24:49 || Estimated Time: 1 day, 15:48:59
2023-08-05 17:35:20,507 semantic_segmentation INFO: Iters: 63740/150000 || Lr: 0.012156 || Task Loss: 0.2482 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:25:05 || Estimated Time: 1 day, 15:48:41
2023-08-05 17:35:36,348 semantic_segmentation INFO: Iters: 63750/150000 || Lr: 0.012154 || Task Loss: 0.2668 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:25:20 || Estimated Time: 1 day, 15:48:24
2023-08-05 17:35:52,202 semantic_segmentation INFO: Iters: 63760/150000 || Lr: 0.012153 || Task Loss: 0.2617 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:25:36 || Estimated Time: 1 day, 15:48:06
2023-08-05 17:36:08,046 semantic_segmentation INFO: Iters: 63770/150000 || Lr: 0.012152 || Task Loss: 0.2494 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:25:52 || Estimated Time: 1 day, 15:47:48
2023-08-05 17:36:23,896 semantic_segmentation INFO: Iters: 63780/150000 || Lr: 0.012151 || Task Loss: 0.3238 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:26:08 || Estimated Time: 1 day, 15:47:31
2023-08-05 17:36:39,745 semantic_segmentation INFO: Iters: 63790/150000 || Lr: 0.012149 || Task Loss: 0.2096 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:26:24 || Estimated Time: 1 day, 15:47:13
2023-08-05 17:36:55,586 semantic_segmentation INFO: Iters: 63800/150000 || Lr: 0.012148 || Task Loss: 0.1771 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:26:40 || Estimated Time: 1 day, 15:46:55
2023-08-05 17:37:11,440 semantic_segmentation INFO: Iters: 63810/150000 || Lr: 0.012147 || Task Loss: 0.2984 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:26:55 || Estimated Time: 1 day, 15:46:38
2023-08-05 17:37:27,298 semantic_segmentation INFO: Iters: 63820/150000 || Lr: 0.012146 || Task Loss: 0.2162 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:27:11 || Estimated Time: 1 day, 15:46:20
2023-08-05 17:37:43,172 semantic_segmentation INFO: Iters: 63830/150000 || Lr: 0.012144 || Task Loss: 0.3077 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:27:27 || Estimated Time: 1 day, 15:46:02
2023-08-05 17:37:59,018 semantic_segmentation INFO: Iters: 63840/150000 || Lr: 0.012143 || Task Loss: 0.2605 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:27:43 || Estimated Time: 1 day, 15:45:45
2023-08-05 17:38:14,860 semantic_segmentation INFO: Iters: 63850/150000 || Lr: 0.012142 || Task Loss: 0.3301 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:27:59 || Estimated Time: 1 day, 15:45:27
2023-08-05 17:38:30,710 semantic_segmentation INFO: Iters: 63860/150000 || Lr: 0.012141 || Task Loss: 0.4479 || KD Loss: 0.2131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:28:15 || Estimated Time: 1 day, 15:45:09
2023-08-05 17:38:46,560 semantic_segmentation INFO: Iters: 63870/150000 || Lr: 0.012139 || Task Loss: 0.2269 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:28:31 || Estimated Time: 1 day, 15:44:52
2023-08-05 17:39:02,418 semantic_segmentation INFO: Iters: 63880/150000 || Lr: 0.012138 || Task Loss: 0.2279 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:28:46 || Estimated Time: 1 day, 15:44:34
2023-08-05 17:39:18,248 semantic_segmentation INFO: Iters: 63890/150000 || Lr: 0.012137 || Task Loss: 0.1779 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:29:02 || Estimated Time: 1 day, 15:44:16
2023-08-05 17:39:34,094 semantic_segmentation INFO: Iters: 63900/150000 || Lr: 0.012135 || Task Loss: 0.1820 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:29:18 || Estimated Time: 1 day, 15:43:59
2023-08-05 17:39:49,925 semantic_segmentation INFO: Iters: 63910/150000 || Lr: 0.012134 || Task Loss: 0.1951 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:29:34 || Estimated Time: 1 day, 15:43:41
2023-08-05 17:40:05,772 semantic_segmentation INFO: Iters: 63920/150000 || Lr: 0.012133 || Task Loss: 0.2019 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:29:50 || Estimated Time: 1 day, 15:43:24
2023-08-05 17:40:21,600 semantic_segmentation INFO: Iters: 63930/150000 || Lr: 0.012132 || Task Loss: 0.2741 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:30:06 || Estimated Time: 1 day, 15:43:06
2023-08-05 17:40:37,422 semantic_segmentation INFO: Iters: 63940/150000 || Lr: 0.012130 || Task Loss: 0.3005 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:30:21 || Estimated Time: 1 day, 15:42:48
2023-08-05 17:40:53,228 semantic_segmentation INFO: Iters: 63950/150000 || Lr: 0.012129 || Task Loss: 0.1816 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:30:37 || Estimated Time: 1 day, 15:42:30
2023-08-05 17:41:09,056 semantic_segmentation INFO: Iters: 63960/150000 || Lr: 0.012128 || Task Loss: 0.2309 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:30:53 || Estimated Time: 1 day, 15:42:13
2023-08-05 17:41:24,865 semantic_segmentation INFO: Iters: 63970/150000 || Lr: 0.012127 || Task Loss: 0.2438 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:31:09 || Estimated Time: 1 day, 15:41:55
2023-08-05 17:41:40,659 semantic_segmentation INFO: Iters: 63980/150000 || Lr: 0.012125 || Task Loss: 0.3200 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:31:25 || Estimated Time: 1 day, 15:41:37
2023-08-05 17:41:56,465 semantic_segmentation INFO: Iters: 63990/150000 || Lr: 0.012124 || Task Loss: 0.2375 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:31:41 || Estimated Time: 1 day, 15:41:20
2023-08-05 17:42:12,279 semantic_segmentation INFO: Iters: 64000/150000 || Lr: 0.012123 || Task Loss: 0.3225 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:31:56 || Estimated Time: 1 day, 15:41:02
2023-08-05 17:42:12,357 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 17:42:13,201 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.907, mIoU: 0.369
2023-08-05 17:42:13,325 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.936, mIoU: 0.448
2023-08-05 17:42:13,445 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.936, mIoU: 0.442
2023-08-05 17:42:13,562 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.942, mIoU: 0.469
2023-08-05 17:42:13,679 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.947, mIoU: 0.467
2023-08-05 17:42:13,797 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.949, mIoU: 0.475
2023-08-05 17:42:13,914 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.943, mIoU: 0.471
2023-08-05 17:42:14,032 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.939, mIoU: 0.480
2023-08-05 17:42:14,148 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.937, mIoU: 0.515
2023-08-05 17:42:14,269 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.935, mIoU: 0.543
2023-08-05 17:42:14,386 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.935, mIoU: 0.546
2023-08-05 17:42:14,502 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.934, mIoU: 0.581
2023-08-05 17:42:14,620 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.934, mIoU: 0.596
2023-08-05 17:42:14,738 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.933, mIoU: 0.593
2023-08-05 17:42:14,856 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.599
2023-08-05 17:42:14,973 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.590
2023-08-05 17:42:15,090 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.931, mIoU: 0.596
2023-08-05 17:42:15,207 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.595
2023-08-05 17:42:15,325 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.932, mIoU: 0.605
2023-08-05 17:42:15,443 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.615
2023-08-05 17:42:15,560 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.932, mIoU: 0.619
2023-08-05 17:42:15,677 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.630
2023-08-05 17:42:15,798 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.634
2023-08-05 17:42:15,916 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.641
2023-08-05 17:42:16,034 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.657
2023-08-05 17:42:16,150 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.660
2023-08-05 17:42:16,272 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.645
2023-08-05 17:42:16,389 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.642
2023-08-05 17:42:16,506 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.645
2023-08-05 17:42:16,623 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.651
2023-08-05 17:42:16,739 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.649
2023-08-05 17:42:16,856 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.649
2023-08-05 17:42:16,974 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.651
2023-08-05 17:42:17,090 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.649
2023-08-05 17:42:17,208 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.630
2023-08-05 17:42:17,324 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.922, mIoU: 0.629
2023-08-05 17:42:17,442 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.628
2023-08-05 17:42:17,559 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.922, mIoU: 0.627
2023-08-05 17:42:17,675 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.633
2023-08-05 17:42:17,796 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.633
2023-08-05 17:42:17,913 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.921, mIoU: 0.630
2023-08-05 17:42:18,030 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.630
2023-08-05 17:42:18,147 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.632
2023-08-05 17:42:18,269 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.634
2023-08-05 17:42:18,387 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.633
2023-08-05 17:42:18,504 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.633
2023-08-05 17:42:18,621 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.632
2023-08-05 17:42:18,741 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.632
2023-08-05 17:42:18,858 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.635
2023-08-05 17:42:18,974 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.636
2023-08-05 17:42:19,092 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.636
2023-08-05 17:42:19,209 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.633
2023-08-05 17:42:19,326 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.632
2023-08-05 17:42:19,443 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.924, mIoU: 0.634
2023-08-05 17:42:19,561 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.923, mIoU: 0.634
2023-08-05 17:42:19,680 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.923, mIoU: 0.633
2023-08-05 17:42:19,801 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.634
2023-08-05 17:42:19,918 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.642
2023-08-05 17:42:20,036 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.924, mIoU: 0.646
2023-08-05 17:42:20,155 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.645
2023-08-05 17:42:20,279 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.648
2023-08-05 17:42:20,397 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.649
2023-08-05 17:42:20,515 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.648
2023-08-05 17:42:20,632 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.651
2023-08-05 17:42:20,752 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.923, mIoU: 0.652
2023-08-05 17:42:20,870 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.652
2023-08-05 17:42:20,986 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.652
2023-08-05 17:42:21,103 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.652
2023-08-05 17:42:21,222 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.650
2023-08-05 17:42:21,340 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.921, mIoU: 0.650
2023-08-05 17:42:21,457 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.921, mIoU: 0.651
2023-08-05 17:42:21,574 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.651
2023-08-05 17:42:21,692 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.651
2023-08-05 17:42:21,813 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.650
2023-08-05 17:42:21,931 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.651
2023-08-05 17:42:22,048 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.922, mIoU: 0.651
2023-08-05 17:42:22,164 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.651
2023-08-05 17:42:22,285 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.651
2023-08-05 17:42:22,401 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.651
2023-08-05 17:42:22,518 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.653
2023-08-05 17:42:22,635 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.654
2023-08-05 17:42:22,751 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.654
2023-08-05 17:42:22,868 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.654
2023-08-05 17:42:22,985 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.651
2023-08-05 17:42:23,102 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.644
2023-08-05 17:42:23,219 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.644
2023-08-05 17:42:23,338 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.643
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2023-08-05 17:42:23,571 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.644
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2023-08-05 17:42:23,809 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.644
2023-08-05 17:42:23,926 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.630
2023-08-05 17:42:24,044 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.630
2023-08-05 17:42:24,161 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.631
2023-08-05 17:42:24,283 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.920, mIoU: 0.631
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2023-08-05 17:42:24,518 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.919, mIoU: 0.628
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2023-08-05 17:42:24,869 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.632
2023-08-05 17:42:24,986 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.632
2023-08-05 17:42:25,102 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.630
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2023-08-05 17:42:26,048 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.918, mIoU: 0.629
2023-08-05 17:42:26,166 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.919, mIoU: 0.630
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2023-08-05 17:42:26,406 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.918, mIoU: 0.626
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2023-08-05 17:42:27,113 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.917, mIoU: 0.624
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2023-08-05 17:42:28,057 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.629
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2023-08-05 17:42:28,650 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.628
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2023-08-05 17:42:29,006 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.920, mIoU: 0.628
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2023-08-05 17:42:29,832 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.920, mIoU: 0.629
2023-08-05 17:42:29,948 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.629
2023-08-05 17:42:30,065 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.920, mIoU: 0.629
2023-08-05 17:42:30,182 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.920, mIoU: 0.628
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2023-08-05 17:42:30,421 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.920, mIoU: 0.630
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2023-08-05 17:42:30,655 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.630
2023-08-05 17:42:30,778 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.920, mIoU: 0.630
2023-08-05 17:42:30,896 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.920, mIoU: 0.630
2023-08-05 17:42:31,012 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.919, mIoU: 0.627
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2023-08-05 17:42:32,904 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.918, mIoU: 0.624
2023-08-05 17:42:33,021 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.918, mIoU: 0.624
2023-08-05 17:42:33,139 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.624
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2023-08-05 17:42:33,723 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.919, mIoU: 0.622
2023-08-05 17:42:33,840 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.919, mIoU: 0.621
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2023-08-05 17:42:34,073 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.919, mIoU: 0.621
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2023-08-05 17:42:34,783 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.920, mIoU: 0.621
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2023-08-05 17:42:35,019 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.920, mIoU: 0.620
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2023-08-05 17:42:40,083 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.924, mIoU: 0.619
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2023-08-05 17:42:40,674 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.924, mIoU: 0.617
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2023-08-05 17:42:41,384 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.924, mIoU: 0.617
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2023-08-05 17:42:43,265 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.925, mIoU: 0.619
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2023-08-05 17:42:44,923 semantic_segmentation INFO: Sample: 270, Validation pixAcc: 0.923, mIoU: 0.616
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2023-08-05 17:42:54,787 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.918, mIoU: 0.599
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2023-08-05 17:43:04,850 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.920, mIoU: 0.605
2023-08-05 17:43:04,968 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.920, mIoU: 0.605
2023-08-05 17:43:05,085 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.919, mIoU: 0.604
2023-08-05 17:43:05,203 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.919, mIoU: 0.604
2023-08-05 17:43:05,324 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.918, mIoU: 0.603
2023-08-05 17:43:05,441 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.918, mIoU: 0.603
2023-08-05 17:43:05,557 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.917, mIoU: 0.603
2023-08-05 17:43:05,676 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.917, mIoU: 0.603
2023-08-05 17:43:05,793 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.917, mIoU: 0.603
2023-08-05 17:43:05,911 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.917, mIoU: 0.602
2023-08-05 17:43:06,027 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.916, mIoU: 0.602
2023-08-05 17:43:06,143 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.916, mIoU: 0.602
2023-08-05 17:43:06,261 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.916, mIoU: 0.602
2023-08-05 17:43:06,378 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.916, mIoU: 0.602
2023-08-05 17:43:06,496 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.916, mIoU: 0.601
2023-08-05 17:43:06,612 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.916, mIoU: 0.602
2023-08-05 17:43:06,729 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.916, mIoU: 0.602
2023-08-05 17:43:06,852 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.916, mIoU: 0.602
2023-08-05 17:43:06,969 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.915, mIoU: 0.602
2023-08-05 17:43:07,086 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.915, mIoU: 0.602
2023-08-05 17:43:07,203 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.915, mIoU: 0.602
2023-08-05 17:43:07,322 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.915, mIoU: 0.602
2023-08-05 17:43:07,440 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.915, mIoU: 0.602
2023-08-05 17:43:07,557 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.915, mIoU: 0.603
2023-08-05 17:43:07,674 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.915, mIoU: 0.603
2023-08-05 17:43:07,792 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.915, mIoU: 0.603
2023-08-05 17:43:07,909 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.915, mIoU: 0.603
2023-08-05 17:43:08,027 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.915, mIoU: 0.603
2023-08-05 17:43:08,146 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.915, mIoU: 0.603
2023-08-05 17:43:08,265 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.915, mIoU: 0.604
2023-08-05 17:43:08,382 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.915, mIoU: 0.604
2023-08-05 17:43:08,500 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.915, mIoU: 0.604
2023-08-05 17:43:08,618 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.915, mIoU: 0.604
2023-08-05 17:43:08,735 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.915, mIoU: 0.604
2023-08-05 17:43:08,857 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.915, mIoU: 0.604
2023-08-05 17:43:08,976 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.915, mIoU: 0.604
2023-08-05 17:43:09,090 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.915, mIoU: 0.604
2023-08-05 17:43:09,209 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:09,331 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:09,451 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:09,568 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:09,686 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:09,807 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:09,926 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:10,046 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:10,164 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:10,282 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:10,399 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:10,516 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:10,633 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:10,750 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:10,867 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.916, mIoU: 0.604
2023-08-05 17:43:10,982 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.915, mIoU: 0.603
2023-08-05 17:43:11,099 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.914, mIoU: 0.603
2023-08-05 17:43:11,217 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.914, mIoU: 0.603
2023-08-05 17:43:11,340 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.915, mIoU: 0.603
2023-08-05 17:43:11,458 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.603
2023-08-05 17:43:11,576 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.915, mIoU: 0.604
2023-08-05 17:43:11,693 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.914, mIoU: 0.603
2023-08-05 17:43:11,815 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.914, mIoU: 0.603
2023-08-05 17:43:11,932 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.914, mIoU: 0.602
2023-08-05 17:43:12,049 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.914, mIoU: 0.602
2023-08-05 17:43:27,957 semantic_segmentation INFO: Iters: 64010/150000 || Lr: 0.012121 || Task Loss: 0.4198 || KD Loss: 0.1826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:33:12 || Estimated Time: 1 day, 15:42:05
2023-08-05 17:43:43,787 semantic_segmentation INFO: Iters: 64020/150000 || Lr: 0.012120 || Task Loss: 0.9713 || KD Loss: 0.6533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:33:28 || Estimated Time: 1 day, 15:41:47
2023-08-05 17:43:59,657 semantic_segmentation INFO: Iters: 64030/150000 || Lr: 0.012119 || Task Loss: 0.4356 || KD Loss: 0.2680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:33:44 || Estimated Time: 1 day, 15:41:29
2023-08-05 17:44:15,527 semantic_segmentation INFO: Iters: 64040/150000 || Lr: 0.012118 || Task Loss: 0.3239 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:34:00 || Estimated Time: 1 day, 15:41:12
2023-08-05 17:44:31,404 semantic_segmentation INFO: Iters: 64050/150000 || Lr: 0.012116 || Task Loss: 0.3032 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:34:15 || Estimated Time: 1 day, 15:40:54
2023-08-05 17:44:47,278 semantic_segmentation INFO: Iters: 64060/150000 || Lr: 0.012115 || Task Loss: 0.3884 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:34:31 || Estimated Time: 1 day, 15:40:37
2023-08-05 17:45:03,160 semantic_segmentation INFO: Iters: 64070/150000 || Lr: 0.012114 || Task Loss: 0.3636 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:34:47 || Estimated Time: 1 day, 15:40:19
2023-08-05 17:45:19,026 semantic_segmentation INFO: Iters: 64080/150000 || Lr: 0.012113 || Task Loss: 0.3652 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:35:03 || Estimated Time: 1 day, 15:40:01
2023-08-05 17:45:34,922 semantic_segmentation INFO: Iters: 64090/150000 || Lr: 0.012111 || Task Loss: 0.2786 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:35:19 || Estimated Time: 1 day, 15:39:44
2023-08-05 17:45:50,818 semantic_segmentation INFO: Iters: 64100/150000 || Lr: 0.012110 || Task Loss: 0.2335 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:35:35 || Estimated Time: 1 day, 15:39:26
2023-08-05 17:46:06,715 semantic_segmentation INFO: Iters: 64110/150000 || Lr: 0.012109 || Task Loss: 0.4220 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:35:51 || Estimated Time: 1 day, 15:39:09
2023-08-05 17:46:22,633 semantic_segmentation INFO: Iters: 64120/150000 || Lr: 0.012108 || Task Loss: 0.2655 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:36:07 || Estimated Time: 1 day, 15:38:51
2023-08-05 17:46:38,540 semantic_segmentation INFO: Iters: 64130/150000 || Lr: 0.012106 || Task Loss: 0.2800 || KD Loss: 0.1597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:36:23 || Estimated Time: 1 day, 15:38:33
2023-08-05 17:46:54,424 semantic_segmentation INFO: Iters: 64140/150000 || Lr: 0.012105 || Task Loss: 0.2608 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:36:38 || Estimated Time: 1 day, 15:38:16
2023-08-05 17:47:10,333 semantic_segmentation INFO: Iters: 64150/150000 || Lr: 0.012104 || Task Loss: 0.3343 || KD Loss: 0.2348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:36:54 || Estimated Time: 1 day, 15:37:58
2023-08-05 17:47:26,235 semantic_segmentation INFO: Iters: 64160/150000 || Lr: 0.012102 || Task Loss: 0.3507 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:37:10 || Estimated Time: 1 day, 15:37:41
2023-08-05 17:47:42,129 semantic_segmentation INFO: Iters: 64170/150000 || Lr: 0.012101 || Task Loss: 0.4275 || KD Loss: 0.1468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:37:26 || Estimated Time: 1 day, 15:37:23
2023-08-05 17:47:58,002 semantic_segmentation INFO: Iters: 64180/150000 || Lr: 0.012100 || Task Loss: 0.3051 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:37:42 || Estimated Time: 1 day, 15:37:05
2023-08-05 17:48:13,896 semantic_segmentation INFO: Iters: 64190/150000 || Lr: 0.012099 || Task Loss: 0.2798 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:37:58 || Estimated Time: 1 day, 15:36:48
2023-08-05 17:48:29,756 semantic_segmentation INFO: Iters: 64200/150000 || Lr: 0.012097 || Task Loss: 0.2550 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:36:30
2023-08-05 17:48:45,596 semantic_segmentation INFO: Iters: 64210/150000 || Lr: 0.012096 || Task Loss: 0.3681 || KD Loss: 0.1742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:36:13
2023-08-05 17:49:01,442 semantic_segmentation INFO: Iters: 64220/150000 || Lr: 0.012095 || Task Loss: 0.1941 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:38:45 || Estimated Time: 1 day, 15:35:55
2023-08-05 17:49:17,294 semantic_segmentation INFO: Iters: 64230/150000 || Lr: 0.012094 || Task Loss: 0.2958 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:39:01 || Estimated Time: 1 day, 15:35:37
2023-08-05 17:49:33,169 semantic_segmentation INFO: Iters: 64240/150000 || Lr: 0.012092 || Task Loss: 0.1598 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:39:17 || Estimated Time: 1 day, 15:35:20
2023-08-05 17:49:49,015 semantic_segmentation INFO: Iters: 64250/150000 || Lr: 0.012091 || Task Loss: 0.6448 || KD Loss: 0.3890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:39:33 || Estimated Time: 1 day, 15:35:02
2023-08-05 17:50:04,873 semantic_segmentation INFO: Iters: 64260/150000 || Lr: 0.012090 || Task Loss: 0.2739 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:39:49 || Estimated Time: 1 day, 15:34:44
2023-08-05 17:50:20,724 semantic_segmentation INFO: Iters: 64270/150000 || Lr: 0.012088 || Task Loss: 0.3594 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:40:05 || Estimated Time: 1 day, 15:34:27
2023-08-05 17:50:36,565 semantic_segmentation INFO: Iters: 64280/150000 || Lr: 0.012087 || Task Loss: 0.2682 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:40:21 || Estimated Time: 1 day, 15:34:09
2023-08-05 17:50:52,418 semantic_segmentation INFO: Iters: 64290/150000 || Lr: 0.012086 || Task Loss: 0.1274 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:40:36 || Estimated Time: 1 day, 15:33:51
2023-08-05 17:51:08,282 semantic_segmentation INFO: Iters: 64300/150000 || Lr: 0.012085 || Task Loss: 0.1855 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:40:52 || Estimated Time: 1 day, 15:33:34
2023-08-05 17:51:24,126 semantic_segmentation INFO: Iters: 64310/150000 || Lr: 0.012083 || Task Loss: 0.4229 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:08 || Estimated Time: 1 day, 15:33:16
2023-08-05 17:51:39,975 semantic_segmentation INFO: Iters: 64320/150000 || Lr: 0.012082 || Task Loss: 0.2638 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:24 || Estimated Time: 1 day, 15:32:59
2023-08-05 17:51:55,821 semantic_segmentation INFO: Iters: 64330/150000 || Lr: 0.012081 || Task Loss: 0.2368 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:40 || Estimated Time: 1 day, 15:32:41
2023-08-05 17:52:11,682 semantic_segmentation INFO: Iters: 64340/150000 || Lr: 0.012080 || Task Loss: 0.3279 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:56 || Estimated Time: 1 day, 15:32:23
2023-08-05 17:52:27,524 semantic_segmentation INFO: Iters: 64350/150000 || Lr: 0.012078 || Task Loss: 0.2637 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:42:12 || Estimated Time: 1 day, 15:32:06
2023-08-05 17:52:43,374 semantic_segmentation INFO: Iters: 64360/150000 || Lr: 0.012077 || Task Loss: 0.2578 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:42:27 || Estimated Time: 1 day, 15:31:48
2023-08-05 17:52:59,212 semantic_segmentation INFO: Iters: 64370/150000 || Lr: 0.012076 || Task Loss: 0.2290 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:42:43 || Estimated Time: 1 day, 15:31:30
2023-08-05 17:53:15,071 semantic_segmentation INFO: Iters: 64380/150000 || Lr: 0.012075 || Task Loss: 0.2806 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:42:59 || Estimated Time: 1 day, 15:31:13
2023-08-05 17:53:30,921 semantic_segmentation INFO: Iters: 64390/150000 || Lr: 0.012073 || Task Loss: 0.2483 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:43:15 || Estimated Time: 1 day, 15:30:55
2023-08-05 17:53:46,769 semantic_segmentation INFO: Iters: 64400/150000 || Lr: 0.012072 || Task Loss: 0.3781 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:43:31 || Estimated Time: 1 day, 15:30:37
2023-08-05 17:54:02,629 semantic_segmentation INFO: Iters: 64410/150000 || Lr: 0.012071 || Task Loss: 0.3273 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:43:47 || Estimated Time: 1 day, 15:30:20
2023-08-05 17:54:18,469 semantic_segmentation INFO: Iters: 64420/150000 || Lr: 0.012069 || Task Loss: 0.3121 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:44:03 || Estimated Time: 1 day, 15:30:02
2023-08-05 17:54:34,279 semantic_segmentation INFO: Iters: 64430/150000 || Lr: 0.012068 || Task Loss: 0.2346 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:44:18 || Estimated Time: 1 day, 15:29:44
2023-08-05 17:54:50,127 semantic_segmentation INFO: Iters: 64440/150000 || Lr: 0.012067 || Task Loss: 0.5106 || KD Loss: 0.2379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:29:27
2023-08-05 17:55:05,955 semantic_segmentation INFO: Iters: 64450/150000 || Lr: 0.012066 || Task Loss: 0.2255 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:44:50 || Estimated Time: 1 day, 15:29:09
2023-08-05 17:55:21,795 semantic_segmentation INFO: Iters: 64460/150000 || Lr: 0.012064 || Task Loss: 0.2461 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:45:06 || Estimated Time: 1 day, 15:28:52
2023-08-05 17:55:37,631 semantic_segmentation INFO: Iters: 64470/150000 || Lr: 0.012063 || Task Loss: 0.3122 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:45:22 || Estimated Time: 1 day, 15:28:34
2023-08-05 17:55:53,479 semantic_segmentation INFO: Iters: 64480/150000 || Lr: 0.012062 || Task Loss: 0.4004 || KD Loss: 0.1229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:45:38 || Estimated Time: 1 day, 15:28:16
2023-08-05 17:56:09,338 semantic_segmentation INFO: Iters: 64490/150000 || Lr: 0.012061 || Task Loss: 0.2274 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:45:53 || Estimated Time: 1 day, 15:27:59
2023-08-05 17:56:25,181 semantic_segmentation INFO: Iters: 64500/150000 || Lr: 0.012059 || Task Loss: 0.6134 || KD Loss: 0.2883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:46:09 || Estimated Time: 1 day, 15:27:41
2023-08-05 17:56:41,023 semantic_segmentation INFO: Iters: 64510/150000 || Lr: 0.012058 || Task Loss: 0.1796 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:46:25 || Estimated Time: 1 day, 15:27:23
2023-08-05 17:56:56,866 semantic_segmentation INFO: Iters: 64520/150000 || Lr: 0.012057 || Task Loss: 0.2548 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:46:41 || Estimated Time: 1 day, 15:27:06
2023-08-05 17:57:12,700 semantic_segmentation INFO: Iters: 64530/150000 || Lr: 0.012055 || Task Loss: 0.1562 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:46:57 || Estimated Time: 1 day, 15:26:48
2023-08-05 17:57:28,510 semantic_segmentation INFO: Iters: 64540/150000 || Lr: 0.012054 || Task Loss: 0.1982 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:47:13 || Estimated Time: 1 day, 15:26:30
2023-08-05 17:57:44,369 semantic_segmentation INFO: Iters: 64550/150000 || Lr: 0.012053 || Task Loss: 0.4262 || KD Loss: 0.1565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:47:28 || Estimated Time: 1 day, 15:26:13
2023-08-05 17:58:00,208 semantic_segmentation INFO: Iters: 64560/150000 || Lr: 0.012052 || Task Loss: 0.4324 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:47:44 || Estimated Time: 1 day, 15:25:55
2023-08-05 17:58:16,038 semantic_segmentation INFO: Iters: 64570/150000 || Lr: 0.012050 || Task Loss: 0.3524 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:48:00 || Estimated Time: 1 day, 15:25:37
2023-08-05 17:58:31,862 semantic_segmentation INFO: Iters: 64580/150000 || Lr: 0.012049 || Task Loss: 0.3449 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:48:16 || Estimated Time: 1 day, 15:25:20
2023-08-05 17:58:47,714 semantic_segmentation INFO: Iters: 64590/150000 || Lr: 0.012048 || Task Loss: 0.4756 || KD Loss: 0.2491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:48:32 || Estimated Time: 1 day, 15:25:02
2023-08-05 17:59:03,556 semantic_segmentation INFO: Iters: 64600/150000 || Lr: 0.012047 || Task Loss: 0.6514 || KD Loss: 0.2980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:48:48 || Estimated Time: 1 day, 15:24:45
2023-08-05 17:59:19,396 semantic_segmentation INFO: Iters: 64610/150000 || Lr: 0.012045 || Task Loss: 0.3682 || KD Loss: 0.1746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:24:27
2023-08-05 17:59:35,234 semantic_segmentation INFO: Iters: 64620/150000 || Lr: 0.012044 || Task Loss: 0.7008 || KD Loss: 0.3465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:49:19 || Estimated Time: 1 day, 15:24:09
2023-08-05 17:59:51,060 semantic_segmentation INFO: Iters: 64630/150000 || Lr: 0.012043 || Task Loss: 0.3238 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:49:35 || Estimated Time: 1 day, 15:23:52
2023-08-05 18:00:06,926 semantic_segmentation INFO: Iters: 64640/150000 || Lr: 0.012042 || Task Loss: 0.3917 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:49:51 || Estimated Time: 1 day, 15:23:34
2023-08-05 18:00:22,759 semantic_segmentation INFO: Iters: 64650/150000 || Lr: 0.012040 || Task Loss: 0.2620 || KD Loss: 0.1811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:50:07 || Estimated Time: 1 day, 15:23:16
2023-08-05 18:00:38,581 semantic_segmentation INFO: Iters: 64660/150000 || Lr: 0.012039 || Task Loss: 0.2866 || KD Loss: 0.1741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:50:23 || Estimated Time: 1 day, 15:22:59
2023-08-05 18:00:54,406 semantic_segmentation INFO: Iters: 64670/150000 || Lr: 0.012038 || Task Loss: 0.2270 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:50:38 || Estimated Time: 1 day, 15:22:41
2023-08-05 18:01:10,252 semantic_segmentation INFO: Iters: 64680/150000 || Lr: 0.012036 || Task Loss: 0.2708 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:50:54 || Estimated Time: 1 day, 15:22:23
2023-08-05 18:01:26,091 semantic_segmentation INFO: Iters: 64690/150000 || Lr: 0.012035 || Task Loss: 0.3200 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:51:10 || Estimated Time: 1 day, 15:22:06
2023-08-05 18:01:41,935 semantic_segmentation INFO: Iters: 64700/150000 || Lr: 0.012034 || Task Loss: 0.2694 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:51:26 || Estimated Time: 1 day, 15:21:48
2023-08-05 18:01:57,777 semantic_segmentation INFO: Iters: 64710/150000 || Lr: 0.012033 || Task Loss: 0.2985 || KD Loss: 0.1316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:51:42 || Estimated Time: 1 day, 15:21:31
2023-08-05 18:02:13,634 semantic_segmentation INFO: Iters: 64720/150000 || Lr: 0.012031 || Task Loss: 0.3115 || KD Loss: 0.1300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:51:58 || Estimated Time: 1 day, 15:21:13
2023-08-05 18:02:29,455 semantic_segmentation INFO: Iters: 64730/150000 || Lr: 0.012030 || Task Loss: 0.3946 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:52:13 || Estimated Time: 1 day, 15:20:55
2023-08-05 18:02:45,295 semantic_segmentation INFO: Iters: 64740/150000 || Lr: 0.012029 || Task Loss: 0.2779 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:52:29 || Estimated Time: 1 day, 15:20:38
2023-08-05 18:03:01,122 semantic_segmentation INFO: Iters: 64750/150000 || Lr: 0.012028 || Task Loss: 0.2104 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:52:45 || Estimated Time: 1 day, 15:20:20
2023-08-05 18:03:16,938 semantic_segmentation INFO: Iters: 64760/150000 || Lr: 0.012026 || Task Loss: 0.3643 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:53:01 || Estimated Time: 1 day, 15:20:02
2023-08-05 18:03:32,753 semantic_segmentation INFO: Iters: 64770/150000 || Lr: 0.012025 || Task Loss: 0.2870 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:53:17 || Estimated Time: 1 day, 15:19:45
2023-08-05 18:03:48,584 semantic_segmentation INFO: Iters: 64780/150000 || Lr: 0.012024 || Task Loss: 0.3297 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:53:33 || Estimated Time: 1 day, 15:19:27
2023-08-05 18:04:04,431 semantic_segmentation INFO: Iters: 64790/150000 || Lr: 0.012022 || Task Loss: 0.1883 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:53:48 || Estimated Time: 1 day, 15:19:09
2023-08-05 18:04:20,269 semantic_segmentation INFO: Iters: 64800/150000 || Lr: 0.012021 || Task Loss: 0.2418 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:54:04 || Estimated Time: 1 day, 15:18:52
2023-08-05 18:04:20,345 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 18:04:21,220 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.402
2023-08-05 18:04:21,341 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.493
2023-08-05 18:04:21,458 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.488
2023-08-05 18:04:21,575 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.516
2023-08-05 18:04:21,694 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.512
2023-08-05 18:04:21,811 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.517
2023-08-05 18:04:21,927 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.555
2023-08-05 18:04:22,045 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.591
2023-08-05 18:04:22,162 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.639
2023-08-05 18:04:22,280 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.687
2023-08-05 18:04:22,399 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.686
2023-08-05 18:04:22,516 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.719
2023-08-05 18:04:22,635 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.721
2023-08-05 18:04:22,753 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.703
2023-08-05 18:04:22,871 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.686
2023-08-05 18:04:22,989 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.679
2023-08-05 18:04:23,107 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.683
2023-08-05 18:04:23,225 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.684
2023-08-05 18:04:23,342 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.691
2023-08-05 18:04:23,459 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.699
2023-08-05 18:04:23,577 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.700
2023-08-05 18:04:23,698 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-05 18:04:23,816 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-05 18:04:23,934 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 18:04:24,052 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.733
2023-08-05 18:04:24,174 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.734
2023-08-05 18:04:24,292 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-05 18:04:24,409 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-05 18:04:24,527 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 18:04:24,648 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.704
2023-08-05 18:04:24,764 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.702
2023-08-05 18:04:24,882 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:04:24,998 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 18:04:25,115 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.702
2023-08-05 18:04:25,232 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.703
2023-08-05 18:04:25,349 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.703
2023-08-05 18:04:25,466 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 18:04:25,583 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-05 18:04:25,705 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.701
2023-08-05 18:04:25,822 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-05 18:04:25,940 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-05 18:04:26,057 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-05 18:04:26,179 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:04:26,299 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.703
2023-08-05 18:04:26,417 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:04:26,535 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:04:26,657 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 18:04:26,776 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-05 18:04:26,893 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.705
2023-08-05 18:04:27,010 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 18:04:27,128 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-05 18:04:27,246 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.714
2023-08-05 18:04:27,362 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-05 18:04:27,479 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-05 18:04:27,598 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.716
2023-08-05 18:04:27,715 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-05 18:04:27,831 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-05 18:04:27,948 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-05 18:04:28,066 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-05 18:04:28,187 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-05 18:04:28,307 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-05 18:04:28,425 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-05 18:04:28,542 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-05 18:04:28,664 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-05 18:04:28,782 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.729
2023-08-05 18:04:28,899 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.729
2023-08-05 18:04:29,017 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.727
2023-08-05 18:04:29,136 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.726
2023-08-05 18:04:29,253 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.724
2023-08-05 18:04:29,370 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.724
2023-08-05 18:04:29,488 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.724
2023-08-05 18:04:29,606 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.720
2023-08-05 18:04:29,723 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-05 18:04:29,839 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-05 18:04:29,956 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.717
2023-08-05 18:04:30,074 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.717
2023-08-05 18:04:30,196 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.717
2023-08-05 18:04:30,314 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.717
2023-08-05 18:04:30,429 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-05 18:04:30,546 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.717
2023-08-05 18:04:30,668 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.719
2023-08-05 18:04:30,785 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.718
2023-08-05 18:04:30,902 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.718
2023-08-05 18:04:31,018 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.715
2023-08-05 18:04:31,137 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 18:04:31,254 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 18:04:31,371 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 18:04:31,488 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 18:04:31,605 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 18:04:31,722 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 18:04:31,839 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 18:04:31,956 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.713
2023-08-05 18:04:32,074 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.713
2023-08-05 18:04:32,197 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.713
2023-08-05 18:04:32,315 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.713
2023-08-05 18:04:32,432 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.713
2023-08-05 18:04:32,549 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.713
2023-08-05 18:04:32,670 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.713
2023-08-05 18:04:32,786 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.716
2023-08-05 18:04:32,905 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.715
2023-08-05 18:04:33,022 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:33,139 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.713
2023-08-05 18:04:33,256 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.713
2023-08-05 18:04:33,373 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.713
2023-08-05 18:04:33,490 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.713
2023-08-05 18:04:33,608 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.713
2023-08-05 18:04:33,726 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.713
2023-08-05 18:04:33,844 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:33,962 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:34,079 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:34,201 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:34,317 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:34,434 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:34,552 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:34,677 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:34,795 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.713
2023-08-05 18:04:34,913 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:35,031 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-05 18:04:35,147 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.712
2023-08-05 18:04:35,264 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.712
2023-08-05 18:04:35,381 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.712
2023-08-05 18:04:35,499 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.711
2023-08-05 18:04:35,616 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.711
2023-08-05 18:04:35,733 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.712
2023-08-05 18:04:35,851 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.712
2023-08-05 18:04:35,968 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.711
2023-08-05 18:04:36,087 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.713
2023-08-05 18:04:36,208 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.713
2023-08-05 18:04:36,326 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.712
2023-08-05 18:04:36,444 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.712
2023-08-05 18:04:36,562 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.712
2023-08-05 18:04:36,683 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.712
2023-08-05 18:04:36,801 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.712
2023-08-05 18:04:36,918 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.711
2023-08-05 18:04:37,037 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 18:04:37,158 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 18:04:37,277 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.710
2023-08-05 18:04:37,395 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 18:04:37,512 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 18:04:37,632 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.709
2023-08-05 18:04:37,749 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.709
2023-08-05 18:04:37,867 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 18:04:37,986 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 18:04:38,103 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 18:04:38,222 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-05 18:04:38,342 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 18:04:38,459 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 18:04:38,578 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 18:04:38,700 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.708
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2023-08-05 18:05:01,957 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 18:05:02,076 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 18:05:02,202 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 18:05:02,320 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 18:05:02,438 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 18:05:02,558 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 18:05:02,676 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 18:05:02,795 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 18:05:02,911 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 18:05:03,030 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 18:05:03,148 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 18:05:03,266 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 18:05:03,384 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 18:05:03,503 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 18:05:03,621 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 18:05:03,743 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 18:05:03,862 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 18:05:03,981 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 18:05:04,099 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 18:05:04,222 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 18:05:04,340 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 18:05:04,459 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 18:05:04,577 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 18:05:04,699 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 18:05:04,816 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 18:05:04,934 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 18:05:05,051 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 18:05:05,168 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 18:05:05,285 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.942, mIoU: 0.700
2023-08-05 18:05:05,403 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 18:05:05,520 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 18:05:05,638 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 18:05:05,756 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 18:05:05,873 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 18:05:05,991 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 18:05:06,108 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 18:05:06,232 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 18:05:06,350 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 18:05:06,468 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 18:05:06,587 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 18:05:06,709 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:05:06,826 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 18:05:06,943 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 18:05:07,061 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-05 18:05:07,179 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:05:07,296 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:05:07,414 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:05:07,532 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:05:07,649 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:05:07,766 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-05 18:05:07,884 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:05:08,001 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:05:08,119 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:05:08,241 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:05:08,358 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:05:08,476 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:05:08,594 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:05:08,717 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:05:08,834 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 18:05:08,954 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 18:05:09,072 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 18:05:09,189 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 18:05:09,308 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 18:05:09,427 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 18:05:09,544 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-05 18:05:09,662 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-05 18:05:09,781 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-05 18:05:09,898 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 18:05:10,016 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 18:05:10,134 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 18:05:10,257 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 18:05:10,375 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 18:05:10,494 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 18:05:10,611 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 18:05:10,734 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 18:05:10,851 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 18:05:10,969 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 18:05:11,087 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 18:05:11,212 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 18:05:11,330 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 18:05:11,448 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 18:05:11,567 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 18:05:11,686 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 18:05:11,803 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 18:05:11,920 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 18:05:12,038 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:12,156 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:12,273 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:12,392 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:12,510 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:12,628 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:12,748 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:12,866 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:12,984 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:13,104 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:13,227 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:13,345 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:13,464 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:13,582 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:13,704 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:13,823 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:13,941 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:14,059 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:14,176 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 18:05:14,294 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 18:05:14,411 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 18:05:14,529 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 18:05:14,647 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 18:05:14,765 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 18:05:14,882 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 18:05:14,999 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 18:05:15,117 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 18:05:15,240 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 18:05:15,357 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:15,472 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:15,592 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:15,716 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:15,834 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:15,952 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:16,070 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:16,188 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:16,306 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:16,423 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:16,541 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:16,659 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:16,776 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:16,892 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:17,010 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:17,127 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:17,246 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:05:17,364 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:17,482 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:17,602 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:17,724 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:17,841 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:17,959 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:18,077 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:18,196 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:18,314 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:18,433 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 18:05:18,551 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:18,669 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 18:05:18,786 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 18:05:18,903 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 18:05:19,021 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 18:05:19,140 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:19,263 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:19,381 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:19,498 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:19,616 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:19,738 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:19,855 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:19,973 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:20,090 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:20,211 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 18:05:36,148 semantic_segmentation INFO: Iters: 64810/150000 || Lr: 0.012020 || Task Loss: 0.3469 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:55:20 || Estimated Time: 1 day, 15:19:53
2023-08-05 18:05:52,015 semantic_segmentation INFO: Iters: 64820/150000 || Lr: 0.012019 || Task Loss: 0.1953 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:55:36 || Estimated Time: 1 day, 15:19:35
2023-08-05 18:06:07,900 semantic_segmentation INFO: Iters: 64830/150000 || Lr: 0.012017 || Task Loss: 0.2934 || KD Loss: 0.1450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:55:52 || Estimated Time: 1 day, 15:19:18
2023-08-05 18:06:23,795 semantic_segmentation INFO: Iters: 64840/150000 || Lr: 0.012016 || Task Loss: 0.3272 || KD Loss: 0.1269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:08 || Estimated Time: 1 day, 15:19:00
2023-08-05 18:06:39,700 semantic_segmentation INFO: Iters: 64850/150000 || Lr: 0.012015 || Task Loss: 0.2232 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:24 || Estimated Time: 1 day, 15:18:43
2023-08-05 18:06:55,602 semantic_segmentation INFO: Iters: 64860/150000 || Lr: 0.012014 || Task Loss: 0.2003 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:40 || Estimated Time: 1 day, 15:18:25
2023-08-05 18:07:11,500 semantic_segmentation INFO: Iters: 64870/150000 || Lr: 0.012012 || Task Loss: 0.4439 || KD Loss: 0.2302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:56 || Estimated Time: 1 day, 15:18:08
2023-08-05 18:07:27,406 semantic_segmentation INFO: Iters: 64880/150000 || Lr: 0.012011 || Task Loss: 0.2019 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:57:11 || Estimated Time: 1 day, 15:17:50
2023-08-05 18:07:43,319 semantic_segmentation INFO: Iters: 64890/150000 || Lr: 0.012010 || Task Loss: 0.1761 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:57:27 || Estimated Time: 1 day, 15:17:33
2023-08-05 18:07:59,222 semantic_segmentation INFO: Iters: 64900/150000 || Lr: 0.012009 || Task Loss: 0.2644 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:57:43 || Estimated Time: 1 day, 15:17:15
2023-08-05 18:08:15,108 semantic_segmentation INFO: Iters: 64910/150000 || Lr: 0.012007 || Task Loss: 0.2026 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:57:59 || Estimated Time: 1 day, 15:16:57
2023-08-05 18:08:31,000 semantic_segmentation INFO: Iters: 64920/150000 || Lr: 0.012006 || Task Loss: 0.1565 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:58:15 || Estimated Time: 1 day, 15:16:40
2023-08-05 18:08:46,879 semantic_segmentation INFO: Iters: 64930/150000 || Lr: 0.012005 || Task Loss: 0.3916 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:58:31 || Estimated Time: 1 day, 15:16:22
2023-08-05 18:09:02,780 semantic_segmentation INFO: Iters: 64940/150000 || Lr: 0.012003 || Task Loss: 0.2378 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:58:47 || Estimated Time: 1 day, 15:16:05
2023-08-05 18:09:18,652 semantic_segmentation INFO: Iters: 64950/150000 || Lr: 0.012002 || Task Loss: 0.2444 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:03 || Estimated Time: 1 day, 15:15:47
2023-08-05 18:09:34,530 semantic_segmentation INFO: Iters: 64960/150000 || Lr: 0.012001 || Task Loss: 0.1768 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:19 || Estimated Time: 1 day, 15:15:29
2023-08-05 18:09:50,393 semantic_segmentation INFO: Iters: 64970/150000 || Lr: 0.012000 || Task Loss: 0.3259 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:34 || Estimated Time: 1 day, 15:15:12
2023-08-05 18:10:06,255 semantic_segmentation INFO: Iters: 64980/150000 || Lr: 0.011998 || Task Loss: 0.3494 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:50 || Estimated Time: 1 day, 15:14:54
2023-08-05 18:10:22,085 semantic_segmentation INFO: Iters: 64990/150000 || Lr: 0.011997 || Task Loss: 0.2750 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:14:37
2023-08-05 18:10:37,918 semantic_segmentation INFO: Iters: 65000/150000 || Lr: 0.011996 || Task Loss: 0.1897 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:00:22 || Estimated Time: 1 day, 15:14:19
2023-08-05 18:10:53,752 semantic_segmentation INFO: Iters: 65010/150000 || Lr: 0.011995 || Task Loss: 0.2132 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:00:38 || Estimated Time: 1 day, 15:14:01
2023-08-05 18:11:09,597 semantic_segmentation INFO: Iters: 65020/150000 || Lr: 0.011993 || Task Loss: 0.4206 || KD Loss: 0.2156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:00:54 || Estimated Time: 1 day, 15:13:44
2023-08-05 18:11:25,425 semantic_segmentation INFO: Iters: 65030/150000 || Lr: 0.011992 || Task Loss: 0.1309 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:01:09 || Estimated Time: 1 day, 15:13:26
2023-08-05 18:11:41,278 semantic_segmentation INFO: Iters: 65040/150000 || Lr: 0.011991 || Task Loss: 0.2038 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:01:25 || Estimated Time: 1 day, 15:13:08
2023-08-05 18:11:57,153 semantic_segmentation INFO: Iters: 65050/150000 || Lr: 0.011989 || Task Loss: 0.2053 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:01:41 || Estimated Time: 1 day, 15:12:51
2023-08-05 18:12:13,016 semantic_segmentation INFO: Iters: 65060/150000 || Lr: 0.011988 || Task Loss: 0.1890 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:01:57 || Estimated Time: 1 day, 15:12:33
2023-08-05 18:12:28,867 semantic_segmentation INFO: Iters: 65070/150000 || Lr: 0.011987 || Task Loss: 0.2257 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:02:13 || Estimated Time: 1 day, 15:12:16
2023-08-05 18:12:44,709 semantic_segmentation INFO: Iters: 65080/150000 || Lr: 0.011986 || Task Loss: 0.2075 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:02:29 || Estimated Time: 1 day, 15:11:58
2023-08-05 18:13:00,560 semantic_segmentation INFO: Iters: 65090/150000 || Lr: 0.011984 || Task Loss: 0.1760 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:02:45 || Estimated Time: 1 day, 15:11:40
2023-08-05 18:13:16,397 semantic_segmentation INFO: Iters: 65100/150000 || Lr: 0.011983 || Task Loss: 0.2898 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:03:00 || Estimated Time: 1 day, 15:11:23
2023-08-05 18:13:32,234 semantic_segmentation INFO: Iters: 65110/150000 || Lr: 0.011982 || Task Loss: 0.1943 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:03:16 || Estimated Time: 1 day, 15:11:05
2023-08-05 18:13:48,074 semantic_segmentation INFO: Iters: 65120/150000 || Lr: 0.011981 || Task Loss: 0.1884 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:03:32 || Estimated Time: 1 day, 15:10:47
2023-08-05 18:14:03,903 semantic_segmentation INFO: Iters: 65130/150000 || Lr: 0.011979 || Task Loss: 0.2716 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:03:48 || Estimated Time: 1 day, 15:10:30
2023-08-05 18:14:19,738 semantic_segmentation INFO: Iters: 65140/150000 || Lr: 0.011978 || Task Loss: 0.3044 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:04:04 || Estimated Time: 1 day, 15:10:12
2023-08-05 18:14:35,580 semantic_segmentation INFO: Iters: 65150/150000 || Lr: 0.011977 || Task Loss: 0.2315 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:04:20 || Estimated Time: 1 day, 15:09:55
2023-08-05 18:14:51,412 semantic_segmentation INFO: Iters: 65160/150000 || Lr: 0.011975 || Task Loss: 0.2838 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:04:35 || Estimated Time: 1 day, 15:09:37
2023-08-05 18:15:07,268 semantic_segmentation INFO: Iters: 65170/150000 || Lr: 0.011974 || Task Loss: 0.2852 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:04:51 || Estimated Time: 1 day, 15:09:19
2023-08-05 18:15:23,105 semantic_segmentation INFO: Iters: 65180/150000 || Lr: 0.011973 || Task Loss: 0.2036 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:05:07 || Estimated Time: 1 day, 15:09:02
2023-08-05 18:15:38,940 semantic_segmentation INFO: Iters: 65190/150000 || Lr: 0.011972 || Task Loss: 0.3380 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:05:23 || Estimated Time: 1 day, 15:08:44
2023-08-05 18:15:54,778 semantic_segmentation INFO: Iters: 65200/150000 || Lr: 0.011970 || Task Loss: 0.4139 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:05:39 || Estimated Time: 1 day, 15:08:26
2023-08-05 18:16:10,621 semantic_segmentation INFO: Iters: 65210/150000 || Lr: 0.011969 || Task Loss: 0.2342 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:05:55 || Estimated Time: 1 day, 15:08:09
2023-08-05 18:16:26,469 semantic_segmentation INFO: Iters: 65220/150000 || Lr: 0.011968 || Task Loss: 0.4078 || KD Loss: 0.1283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:06:11 || Estimated Time: 1 day, 15:07:51
2023-08-05 18:16:42,299 semantic_segmentation INFO: Iters: 65230/150000 || Lr: 0.011967 || Task Loss: 0.2622 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:07:34
2023-08-05 18:16:58,135 semantic_segmentation INFO: Iters: 65240/150000 || Lr: 0.011965 || Task Loss: 0.2583 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:06:42 || Estimated Time: 1 day, 15:07:16
2023-08-05 18:17:14,007 semantic_segmentation INFO: Iters: 65250/150000 || Lr: 0.011964 || Task Loss: 0.2004 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:06:58 || Estimated Time: 1 day, 15:06:58
2023-08-05 18:17:29,882 semantic_segmentation INFO: Iters: 65260/150000 || Lr: 0.011963 || Task Loss: 0.2109 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:07:14 || Estimated Time: 1 day, 15:06:41
2023-08-05 18:17:45,726 semantic_segmentation INFO: Iters: 65270/150000 || Lr: 0.011962 || Task Loss: 0.1403 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:07:30 || Estimated Time: 1 day, 15:06:23
2023-08-05 18:18:01,556 semantic_segmentation INFO: Iters: 65280/150000 || Lr: 0.011960 || Task Loss: 0.3127 || KD Loss: 0.1351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:07:46 || Estimated Time: 1 day, 15:06:05
2023-08-05 18:18:17,410 semantic_segmentation INFO: Iters: 65290/150000 || Lr: 0.011959 || Task Loss: 0.3202 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:08:01 || Estimated Time: 1 day, 15:05:48
2023-08-05 18:18:33,245 semantic_segmentation INFO: Iters: 65300/150000 || Lr: 0.011958 || Task Loss: 0.4323 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:08:17 || Estimated Time: 1 day, 15:05:30
2023-08-05 18:18:49,072 semantic_segmentation INFO: Iters: 65310/150000 || Lr: 0.011956 || Task Loss: 0.2679 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:08:33 || Estimated Time: 1 day, 15:05:13
2023-08-05 18:19:04,903 semantic_segmentation INFO: Iters: 65320/150000 || Lr: 0.011955 || Task Loss: 0.2201 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:08:49 || Estimated Time: 1 day, 15:04:55
2023-08-05 18:19:20,749 semantic_segmentation INFO: Iters: 65330/150000 || Lr: 0.011954 || Task Loss: 0.1851 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:09:05 || Estimated Time: 1 day, 15:04:37
2023-08-05 18:19:36,604 semantic_segmentation INFO: Iters: 65340/150000 || Lr: 0.011953 || Task Loss: 0.2905 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:09:21 || Estimated Time: 1 day, 15:04:20
2023-08-05 18:19:52,453 semantic_segmentation INFO: Iters: 65350/150000 || Lr: 0.011951 || Task Loss: 0.4260 || KD Loss: 0.1374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:09:36 || Estimated Time: 1 day, 15:04:02
2023-08-05 18:20:08,309 semantic_segmentation INFO: Iters: 65360/150000 || Lr: 0.011950 || Task Loss: 0.6356 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:09:52 || Estimated Time: 1 day, 15:03:45
2023-08-05 18:20:24,149 semantic_segmentation INFO: Iters: 65370/150000 || Lr: 0.011949 || Task Loss: 0.2241 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:10:08 || Estimated Time: 1 day, 15:03:27
2023-08-05 18:20:39,977 semantic_segmentation INFO: Iters: 65380/150000 || Lr: 0.011948 || Task Loss: 0.3387 || KD Loss: 0.1741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:10:24 || Estimated Time: 1 day, 15:03:09
2023-08-05 18:20:55,807 semantic_segmentation INFO: Iters: 65390/150000 || Lr: 0.011946 || Task Loss: 0.3537 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:10:40 || Estimated Time: 1 day, 15:02:52
2023-08-05 18:21:11,655 semantic_segmentation INFO: Iters: 65400/150000 || Lr: 0.011945 || Task Loss: 0.3348 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:02:34
2023-08-05 18:21:27,482 semantic_segmentation INFO: Iters: 65410/150000 || Lr: 0.011944 || Task Loss: 0.3070 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 15:02:16
2023-08-05 18:21:43,319 semantic_segmentation INFO: Iters: 65420/150000 || Lr: 0.011942 || Task Loss: 0.3047 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:11:27 || Estimated Time: 1 day, 15:01:59
2023-08-05 18:21:59,180 semantic_segmentation INFO: Iters: 65430/150000 || Lr: 0.011941 || Task Loss: 0.3636 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:11:43 || Estimated Time: 1 day, 15:01:41
2023-08-05 18:22:15,038 semantic_segmentation INFO: Iters: 65440/150000 || Lr: 0.011940 || Task Loss: 0.1515 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:11:59 || Estimated Time: 1 day, 15:01:24
2023-08-05 18:22:30,877 semantic_segmentation INFO: Iters: 65450/150000 || Lr: 0.011939 || Task Loss: 0.2522 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:12:15 || Estimated Time: 1 day, 15:01:06
2023-08-05 18:22:46,721 semantic_segmentation INFO: Iters: 65460/150000 || Lr: 0.011937 || Task Loss: 0.3915 || KD Loss: 0.1260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:12:31 || Estimated Time: 1 day, 15:00:48
2023-08-05 18:23:02,582 semantic_segmentation INFO: Iters: 65470/150000 || Lr: 0.011936 || Task Loss: 0.3360 || KD Loss: 0.1511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:12:47 || Estimated Time: 1 day, 15:00:31
2023-08-05 18:23:18,466 semantic_segmentation INFO: Iters: 65480/150000 || Lr: 0.011935 || Task Loss: 0.3320 || KD Loss: 0.1526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:13:03 || Estimated Time: 1 day, 15:00:13
2023-08-05 18:23:34,329 semantic_segmentation INFO: Iters: 65490/150000 || Lr: 0.011934 || Task Loss: 0.2430 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:13:18 || Estimated Time: 1 day, 14:59:56
2023-08-05 18:23:50,182 semantic_segmentation INFO: Iters: 65500/150000 || Lr: 0.011932 || Task Loss: 0.2113 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:13:34 || Estimated Time: 1 day, 14:59:38
2023-08-05 18:24:06,052 semantic_segmentation INFO: Iters: 65510/150000 || Lr: 0.011931 || Task Loss: 0.1690 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:13:50 || Estimated Time: 1 day, 14:59:21
2023-08-05 18:24:21,928 semantic_segmentation INFO: Iters: 65520/150000 || Lr: 0.011930 || Task Loss: 0.2101 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:14:06 || Estimated Time: 1 day, 14:59:03
2023-08-05 18:24:37,798 semantic_segmentation INFO: Iters: 65530/150000 || Lr: 0.011928 || Task Loss: 0.2672 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:14:22 || Estimated Time: 1 day, 14:58:45
2023-08-05 18:24:53,681 semantic_segmentation INFO: Iters: 65540/150000 || Lr: 0.011927 || Task Loss: 0.2164 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:14:38 || Estimated Time: 1 day, 14:58:28
2023-08-05 18:25:09,564 semantic_segmentation INFO: Iters: 65550/150000 || Lr: 0.011926 || Task Loss: 0.4025 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:14:54 || Estimated Time: 1 day, 14:58:10
2023-08-05 18:25:25,415 semantic_segmentation INFO: Iters: 65560/150000 || Lr: 0.011925 || Task Loss: 0.2971 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:15:09 || Estimated Time: 1 day, 14:57:53
2023-08-05 18:25:41,278 semantic_segmentation INFO: Iters: 65570/150000 || Lr: 0.011923 || Task Loss: 0.3663 || KD Loss: 0.1458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:15:25 || Estimated Time: 1 day, 14:57:35
2023-08-05 18:25:57,121 semantic_segmentation INFO: Iters: 65580/150000 || Lr: 0.011922 || Task Loss: 0.3312 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:15:41 || Estimated Time: 1 day, 14:57:18
2023-08-05 18:26:12,962 semantic_segmentation INFO: Iters: 65590/150000 || Lr: 0.011921 || Task Loss: 0.1857 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:15:57 || Estimated Time: 1 day, 14:57:00
2023-08-05 18:26:28,792 semantic_segmentation INFO: Iters: 65600/150000 || Lr: 0.011920 || Task Loss: 0.2269 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:16:13 || Estimated Time: 1 day, 14:56:42
2023-08-05 18:26:28,868 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 18:26:29,726 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.954, mIoU: 0.391
2023-08-05 18:26:29,845 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.481
2023-08-05 18:26:29,965 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.498
2023-08-05 18:26:30,083 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.528
2023-08-05 18:26:30,200 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.520
2023-08-05 18:26:30,317 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.521
2023-08-05 18:26:30,434 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.554
2023-08-05 18:26:30,552 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.586
2023-08-05 18:26:30,671 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.627
2023-08-05 18:26:30,788 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.664
2023-08-05 18:26:30,905 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.666
2023-08-05 18:26:31,022 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.662
2023-08-05 18:26:31,140 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.675
2023-08-05 18:26:31,257 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.674
2023-08-05 18:26:31,375 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.664
2023-08-05 18:26:31,493 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.657
2023-08-05 18:26:31,612 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.661
2023-08-05 18:26:31,729 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.666
2023-08-05 18:26:31,846 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.672
2023-08-05 18:26:31,964 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.678
2023-08-05 18:26:32,086 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.680
2023-08-05 18:26:32,204 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.705
2023-08-05 18:26:32,321 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.704
2023-08-05 18:26:32,439 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 18:26:32,562 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 18:26:32,678 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-05 18:26:32,795 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 18:26:32,913 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 18:26:33,031 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.700
2023-08-05 18:26:33,148 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-05 18:26:33,264 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-05 18:26:33,382 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 18:26:33,501 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.698
2023-08-05 18:26:33,618 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 18:26:33,740 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-05 18:26:33,857 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 18:26:33,974 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 18:26:34,097 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-05 18:26:34,214 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.689
2023-08-05 18:26:34,330 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-05 18:26:34,447 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-05 18:26:34,569 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-05 18:26:34,687 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-05 18:26:34,804 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-05 18:26:34,921 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 18:26:35,040 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.691
2023-08-05 18:26:35,158 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-05 18:26:35,276 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.691
2023-08-05 18:26:35,394 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.694
2023-08-05 18:26:35,511 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.696
2023-08-05 18:26:35,628 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.696
2023-08-05 18:26:35,746 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 18:26:35,863 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 18:26:35,980 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 18:26:36,100 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 18:26:36,217 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.710
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2023-08-05 18:26:36,450 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.717
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2023-08-05 18:26:36,689 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 18:26:36,808 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.721
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2023-08-05 18:26:37,045 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.722
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2023-08-05 18:26:37,280 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.727
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2023-08-05 18:26:38,104 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.726
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2023-08-05 18:26:39,633 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.721
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2023-08-05 18:26:40,105 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.721
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2023-08-05 18:26:40,457 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.696
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2023-08-05 18:27:22,350 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-05 18:27:22,469 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-05 18:27:22,589 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-05 18:27:22,707 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-05 18:27:22,825 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-05 18:27:22,943 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-05 18:27:23,062 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-05 18:27:23,180 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-05 18:27:23,298 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-05 18:27:23,416 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.704
2023-08-05 18:27:23,534 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.704
2023-08-05 18:27:23,657 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:23,775 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:23,894 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:24,008 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:24,131 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:24,250 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:24,368 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:24,486 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:24,609 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:24,728 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:24,846 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:24,964 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:25,081 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:25,199 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:25,317 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:25,435 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:25,552 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:25,670 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:25,784 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.705
2023-08-05 18:27:25,901 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:26,020 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:26,142 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:26,260 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:26,378 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:26,497 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:26,619 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:26,737 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:26,855 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:26,972 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:27,089 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:27,206 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:27,324 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:27,442 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:27,559 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-05 18:27:27,679 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.707
2023-08-05 18:27:27,798 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.707
2023-08-05 18:27:27,919 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.707
2023-08-05 18:27:28,037 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.707
2023-08-05 18:27:28,158 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.707
2023-08-05 18:27:28,276 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.707
2023-08-05 18:27:28,395 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.707
2023-08-05 18:27:28,513 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.707
2023-08-05 18:27:28,635 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.707
2023-08-05 18:27:28,752 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.707
2023-08-05 18:27:44,690 semantic_segmentation INFO: Iters: 65610/150000 || Lr: 0.011918 || Task Loss: 0.1108 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:17:29 || Estimated Time: 1 day, 14:57:42
2023-08-05 18:28:00,550 semantic_segmentation INFO: Iters: 65620/150000 || Lr: 0.011917 || Task Loss: 0.2094 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:17:45 || Estimated Time: 1 day, 14:57:24
2023-08-05 18:28:16,417 semantic_segmentation INFO: Iters: 65630/150000 || Lr: 0.011916 || Task Loss: 0.2166 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:18:00 || Estimated Time: 1 day, 14:57:07
2023-08-05 18:28:32,310 semantic_segmentation INFO: Iters: 65640/150000 || Lr: 0.011914 || Task Loss: 0.2286 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:18:16 || Estimated Time: 1 day, 14:56:49
2023-08-05 18:28:48,190 semantic_segmentation INFO: Iters: 65650/150000 || Lr: 0.011913 || Task Loss: 0.3345 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:18:32 || Estimated Time: 1 day, 14:56:32
2023-08-05 18:29:04,088 semantic_segmentation INFO: Iters: 65660/150000 || Lr: 0.011912 || Task Loss: 0.3105 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:18:48 || Estimated Time: 1 day, 14:56:14
2023-08-05 18:29:19,956 semantic_segmentation INFO: Iters: 65670/150000 || Lr: 0.011911 || Task Loss: 0.2380 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:19:04 || Estimated Time: 1 day, 14:55:57
2023-08-05 18:29:35,808 semantic_segmentation INFO: Iters: 65680/150000 || Lr: 0.011909 || Task Loss: 0.3329 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:19:20 || Estimated Time: 1 day, 14:55:39
2023-08-05 18:29:51,657 semantic_segmentation INFO: Iters: 65690/150000 || Lr: 0.011908 || Task Loss: 0.3200 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:19:36 || Estimated Time: 1 day, 14:55:21
2023-08-05 18:30:07,525 semantic_segmentation INFO: Iters: 65700/150000 || Lr: 0.011907 || Task Loss: 0.5321 || KD Loss: 0.2795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:19:52 || Estimated Time: 1 day, 14:55:04
2023-08-05 18:30:23,382 semantic_segmentation INFO: Iters: 65710/150000 || Lr: 0.011906 || Task Loss: 0.4293 || KD Loss: 0.1982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:07 || Estimated Time: 1 day, 14:54:46
2023-08-05 18:30:39,257 semantic_segmentation INFO: Iters: 65720/150000 || Lr: 0.011904 || Task Loss: 0.4954 || KD Loss: 0.2030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:23 || Estimated Time: 1 day, 14:54:29
2023-08-05 18:30:55,132 semantic_segmentation INFO: Iters: 65730/150000 || Lr: 0.011903 || Task Loss: 0.2021 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:39 || Estimated Time: 1 day, 14:54:11
2023-08-05 18:31:11,009 semantic_segmentation INFO: Iters: 65740/150000 || Lr: 0.011902 || Task Loss: 0.3099 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:55 || Estimated Time: 1 day, 14:53:53
2023-08-05 18:31:26,890 semantic_segmentation INFO: Iters: 65750/150000 || Lr: 0.011901 || Task Loss: 0.3220 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:21:11 || Estimated Time: 1 day, 14:53:36
2023-08-05 18:31:42,776 semantic_segmentation INFO: Iters: 65760/150000 || Lr: 0.011899 || Task Loss: 0.1866 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:21:27 || Estimated Time: 1 day, 14:53:18
2023-08-05 18:31:58,626 semantic_segmentation INFO: Iters: 65770/150000 || Lr: 0.011898 || Task Loss: 0.1413 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:53:01
2023-08-05 18:32:14,492 semantic_segmentation INFO: Iters: 65780/150000 || Lr: 0.011897 || Task Loss: 0.2748 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:52:43
2023-08-05 18:32:30,362 semantic_segmentation INFO: Iters: 65790/150000 || Lr: 0.011895 || Task Loss: 0.2777 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:22:14 || Estimated Time: 1 day, 14:52:25
2023-08-05 18:32:46,220 semantic_segmentation INFO: Iters: 65800/150000 || Lr: 0.011894 || Task Loss: 0.2480 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:22:30 || Estimated Time: 1 day, 14:52:08
2023-08-05 18:33:02,091 semantic_segmentation INFO: Iters: 65810/150000 || Lr: 0.011893 || Task Loss: 0.7256 || KD Loss: 0.3206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:22:46 || Estimated Time: 1 day, 14:51:50
2023-08-05 18:33:17,953 semantic_segmentation INFO: Iters: 65820/150000 || Lr: 0.011892 || Task Loss: 0.2196 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:23:02 || Estimated Time: 1 day, 14:51:33
2023-08-05 18:33:33,830 semantic_segmentation INFO: Iters: 65830/150000 || Lr: 0.011890 || Task Loss: 0.1358 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:23:18 || Estimated Time: 1 day, 14:51:15
2023-08-05 18:33:49,701 semantic_segmentation INFO: Iters: 65840/150000 || Lr: 0.011889 || Task Loss: 0.2671 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:23:34 || Estimated Time: 1 day, 14:50:58
2023-08-05 18:34:05,559 semantic_segmentation INFO: Iters: 65850/150000 || Lr: 0.011888 || Task Loss: 0.4603 || KD Loss: 0.2014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:23:50 || Estimated Time: 1 day, 14:50:40
2023-08-05 18:34:21,396 semantic_segmentation INFO: Iters: 65860/150000 || Lr: 0.011887 || Task Loss: 0.2509 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:24:05 || Estimated Time: 1 day, 14:50:22
2023-08-05 18:34:37,237 semantic_segmentation INFO: Iters: 65870/150000 || Lr: 0.011885 || Task Loss: 0.2967 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:24:21 || Estimated Time: 1 day, 14:50:05
2023-08-05 18:34:53,071 semantic_segmentation INFO: Iters: 65880/150000 || Lr: 0.011884 || Task Loss: 0.1999 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:24:37 || Estimated Time: 1 day, 14:49:47
2023-08-05 18:35:08,918 semantic_segmentation INFO: Iters: 65890/150000 || Lr: 0.011883 || Task Loss: 0.3392 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:24:53 || Estimated Time: 1 day, 14:49:30
2023-08-05 18:35:24,750 semantic_segmentation INFO: Iters: 65900/150000 || Lr: 0.011881 || Task Loss: 0.3809 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:25:09 || Estimated Time: 1 day, 14:49:12
2023-08-05 18:35:40,584 semantic_segmentation INFO: Iters: 65910/150000 || Lr: 0.011880 || Task Loss: 0.2171 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:25:25 || Estimated Time: 1 day, 14:48:54
2023-08-05 18:35:56,428 semantic_segmentation INFO: Iters: 65920/150000 || Lr: 0.011879 || Task Loss: 0.1426 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:25:40 || Estimated Time: 1 day, 14:48:37
2023-08-05 18:36:12,289 semantic_segmentation INFO: Iters: 65930/150000 || Lr: 0.011878 || Task Loss: 0.2464 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:25:56 || Estimated Time: 1 day, 14:48:19
2023-08-05 18:36:28,117 semantic_segmentation INFO: Iters: 65940/150000 || Lr: 0.011876 || Task Loss: 0.2604 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:26:12 || Estimated Time: 1 day, 14:48:02
2023-08-05 18:36:43,945 semantic_segmentation INFO: Iters: 65950/150000 || Lr: 0.011875 || Task Loss: 0.3647 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:26:28 || Estimated Time: 1 day, 14:47:44
2023-08-05 18:36:59,773 semantic_segmentation INFO: Iters: 65960/150000 || Lr: 0.011874 || Task Loss: 0.1932 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:26:44 || Estimated Time: 1 day, 14:47:26
2023-08-05 18:37:15,634 semantic_segmentation INFO: Iters: 65970/150000 || Lr: 0.011873 || Task Loss: 0.4333 || KD Loss: 0.2103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:27:00 || Estimated Time: 1 day, 14:47:09
2023-08-05 18:37:31,457 semantic_segmentation INFO: Iters: 65980/150000 || Lr: 0.011871 || Task Loss: 0.3033 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:27:15 || Estimated Time: 1 day, 14:46:51
2023-08-05 18:37:47,278 semantic_segmentation INFO: Iters: 65990/150000 || Lr: 0.011870 || Task Loss: 0.2311 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:27:31 || Estimated Time: 1 day, 14:46:33
2023-08-05 18:38:03,097 semantic_segmentation INFO: Iters: 66000/150000 || Lr: 0.011869 || Task Loss: 0.1923 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:27:47 || Estimated Time: 1 day, 14:46:16
2023-08-05 18:38:18,911 semantic_segmentation INFO: Iters: 66010/150000 || Lr: 0.011867 || Task Loss: 0.2268 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:28:03 || Estimated Time: 1 day, 14:45:58
2023-08-05 18:38:34,740 semantic_segmentation INFO: Iters: 66020/150000 || Lr: 0.011866 || Task Loss: 0.5221 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:28:19 || Estimated Time: 1 day, 14:45:41
2023-08-05 18:38:50,566 semantic_segmentation INFO: Iters: 66030/150000 || Lr: 0.011865 || Task Loss: 0.2969 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:28:35 || Estimated Time: 1 day, 14:45:23
2023-08-05 18:39:06,402 semantic_segmentation INFO: Iters: 66040/150000 || Lr: 0.011864 || Task Loss: 0.3101 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:28:50 || Estimated Time: 1 day, 14:45:05
2023-08-05 18:39:22,234 semantic_segmentation INFO: Iters: 66050/150000 || Lr: 0.011862 || Task Loss: 0.9056 || KD Loss: 0.5037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:29:06 || Estimated Time: 1 day, 14:44:48
2023-08-05 18:39:38,067 semantic_segmentation INFO: Iters: 66060/150000 || Lr: 0.011861 || Task Loss: 0.2761 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:29:22 || Estimated Time: 1 day, 14:44:30
2023-08-05 18:39:53,934 semantic_segmentation INFO: Iters: 66070/150000 || Lr: 0.011860 || Task Loss: 0.3182 || KD Loss: 0.1511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:29:38 || Estimated Time: 1 day, 14:44:13
2023-08-05 18:40:09,798 semantic_segmentation INFO: Iters: 66080/150000 || Lr: 0.011859 || Task Loss: 0.2876 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:29:54 || Estimated Time: 1 day, 14:43:55
2023-08-05 18:40:25,637 semantic_segmentation INFO: Iters: 66090/150000 || Lr: 0.011857 || Task Loss: 0.3495 || KD Loss: 0.1148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:30:10 || Estimated Time: 1 day, 14:43:37
2023-08-05 18:40:41,498 semantic_segmentation INFO: Iters: 66100/150000 || Lr: 0.011856 || Task Loss: 0.4691 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:30:26 || Estimated Time: 1 day, 14:43:20
2023-08-05 18:40:57,366 semantic_segmentation INFO: Iters: 66110/150000 || Lr: 0.011855 || Task Loss: 0.2909 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:30:41 || Estimated Time: 1 day, 14:43:02
2023-08-05 18:41:13,243 semantic_segmentation INFO: Iters: 66120/150000 || Lr: 0.011853 || Task Loss: 0.2635 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:30:57 || Estimated Time: 1 day, 14:42:45
2023-08-05 18:41:29,122 semantic_segmentation INFO: Iters: 66130/150000 || Lr: 0.011852 || Task Loss: 0.2092 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:31:13 || Estimated Time: 1 day, 14:42:27
2023-08-05 18:41:45,016 semantic_segmentation INFO: Iters: 66140/150000 || Lr: 0.011851 || Task Loss: 0.2887 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:31:29 || Estimated Time: 1 day, 14:42:10
2023-08-05 18:42:00,902 semantic_segmentation INFO: Iters: 66150/150000 || Lr: 0.011850 || Task Loss: 0.2984 || KD Loss: 0.1132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:31:45 || Estimated Time: 1 day, 14:41:52
2023-08-05 18:42:16,784 semantic_segmentation INFO: Iters: 66160/150000 || Lr: 0.011848 || Task Loss: 0.2979 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:32:01 || Estimated Time: 1 day, 14:41:35
2023-08-05 18:42:32,666 semantic_segmentation INFO: Iters: 66170/150000 || Lr: 0.011847 || Task Loss: 0.3120 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:32:17 || Estimated Time: 1 day, 14:41:17
2023-08-05 18:42:48,545 semantic_segmentation INFO: Iters: 66180/150000 || Lr: 0.011846 || Task Loss: 0.2897 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:32:33 || Estimated Time: 1 day, 14:40:59
2023-08-05 18:43:04,404 semantic_segmentation INFO: Iters: 66190/150000 || Lr: 0.011845 || Task Loss: 0.3279 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:32:48 || Estimated Time: 1 day, 14:40:42
2023-08-05 18:43:20,258 semantic_segmentation INFO: Iters: 66200/150000 || Lr: 0.011843 || Task Loss: 0.4948 || KD Loss: 0.2297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:33:04 || Estimated Time: 1 day, 14:40:24
2023-08-05 18:43:36,100 semantic_segmentation INFO: Iters: 66210/150000 || Lr: 0.011842 || Task Loss: 0.2042 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:33:20 || Estimated Time: 1 day, 14:40:07
2023-08-05 18:43:51,944 semantic_segmentation INFO: Iters: 66220/150000 || Lr: 0.011841 || Task Loss: 0.2904 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:33:36 || Estimated Time: 1 day, 14:39:49
2023-08-05 18:44:07,794 semantic_segmentation INFO: Iters: 66230/150000 || Lr: 0.011839 || Task Loss: 0.2569 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:33:52 || Estimated Time: 1 day, 14:39:32
2023-08-05 18:44:23,620 semantic_segmentation INFO: Iters: 66240/150000 || Lr: 0.011838 || Task Loss: 0.3073 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:34:08 || Estimated Time: 1 day, 14:39:14
2023-08-05 18:44:39,462 semantic_segmentation INFO: Iters: 66250/150000 || Lr: 0.011837 || Task Loss: 0.1862 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:34:24 || Estimated Time: 1 day, 14:38:56
2023-08-05 18:44:55,330 semantic_segmentation INFO: Iters: 66260/150000 || Lr: 0.011836 || Task Loss: 0.2561 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:34:39 || Estimated Time: 1 day, 14:38:39
2023-08-05 18:45:11,198 semantic_segmentation INFO: Iters: 66270/150000 || Lr: 0.011834 || Task Loss: 0.3862 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:34:55 || Estimated Time: 1 day, 14:38:21
2023-08-05 18:45:27,061 semantic_segmentation INFO: Iters: 66280/150000 || Lr: 0.011833 || Task Loss: 0.1784 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:38:04
2023-08-05 18:45:42,918 semantic_segmentation INFO: Iters: 66290/150000 || Lr: 0.011832 || Task Loss: 0.2307 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:37:46
2023-08-05 18:45:58,787 semantic_segmentation INFO: Iters: 66300/150000 || Lr: 0.011831 || Task Loss: 0.4170 || KD Loss: 0.2997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:37:29
2023-08-05 18:46:14,663 semantic_segmentation INFO: Iters: 66310/150000 || Lr: 0.011829 || Task Loss: 0.3586 || KD Loss: 0.1932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:37:11
2023-08-05 18:46:30,528 semantic_segmentation INFO: Iters: 66320/150000 || Lr: 0.011828 || Task Loss: 0.2773 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:36:15 || Estimated Time: 1 day, 14:36:53
2023-08-05 18:46:46,395 semantic_segmentation INFO: Iters: 66330/150000 || Lr: 0.011827 || Task Loss: 0.3149 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:36:30 || Estimated Time: 1 day, 14:36:36
2023-08-05 18:47:02,243 semantic_segmentation INFO: Iters: 66340/150000 || Lr: 0.011825 || Task Loss: 0.2853 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:36:46 || Estimated Time: 1 day, 14:36:18
2023-08-05 18:47:18,100 semantic_segmentation INFO: Iters: 66350/150000 || Lr: 0.011824 || Task Loss: 0.2580 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:37:02 || Estimated Time: 1 day, 14:36:01
2023-08-05 18:47:33,939 semantic_segmentation INFO: Iters: 66360/150000 || Lr: 0.011823 || Task Loss: 0.2582 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:37:18 || Estimated Time: 1 day, 14:35:43
2023-08-05 18:47:49,788 semantic_segmentation INFO: Iters: 66370/150000 || Lr: 0.011822 || Task Loss: 0.4070 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:37:34 || Estimated Time: 1 day, 14:35:26
2023-08-05 18:48:05,635 semantic_segmentation INFO: Iters: 66380/150000 || Lr: 0.011820 || Task Loss: 0.1547 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:37:50 || Estimated Time: 1 day, 14:35:08
2023-08-05 18:48:21,449 semantic_segmentation INFO: Iters: 66390/150000 || Lr: 0.011819 || Task Loss: 0.1806 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:38:05 || Estimated Time: 1 day, 14:34:50
2023-08-05 18:48:37,289 semantic_segmentation INFO: Iters: 66400/150000 || Lr: 0.011818 || Task Loss: 0.2768 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:38:21 || Estimated Time: 1 day, 14:34:33
2023-08-05 18:48:37,372 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 18:48:38,174 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.397
2023-08-05 18:48:38,299 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.494
2023-08-05 18:48:38,417 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.495
2023-08-05 18:48:38,536 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.954, mIoU: 0.524
2023-08-05 18:48:38,652 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.516
2023-08-05 18:48:38,769 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.519
2023-08-05 18:48:38,889 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.530
2023-08-05 18:48:39,006 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.554
2023-08-05 18:48:39,123 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.562
2023-08-05 18:48:39,241 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.603
2023-08-05 18:48:39,358 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.606
2023-08-05 18:48:39,478 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.646
2023-08-05 18:48:39,595 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.659
2023-08-05 18:48:39,712 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.657
2023-08-05 18:48:39,831 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.621
2023-08-05 18:48:39,952 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.612
2023-08-05 18:48:40,070 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.617
2023-08-05 18:48:40,187 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.618
2023-08-05 18:48:40,305 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.628
2023-08-05 18:48:40,422 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.634
2023-08-05 18:48:40,540 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.637
2023-08-05 18:48:40,658 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.658
2023-08-05 18:48:40,776 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.660
2023-08-05 18:48:40,893 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.666
2023-08-05 18:48:41,011 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 18:48:41,127 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.675
2023-08-05 18:48:41,244 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 18:48:41,362 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.667
2023-08-05 18:48:41,483 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 18:48:41,603 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 18:48:41,721 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 18:48:41,839 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 18:48:41,960 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 18:48:42,077 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.678
2023-08-05 18:48:42,194 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.680
2023-08-05 18:48:42,312 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.680
2023-08-05 18:48:42,429 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-05 18:48:42,546 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-05 18:48:42,662 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.671
2023-08-05 18:48:42,779 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-05 18:48:42,895 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.672
2023-08-05 18:48:43,013 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.671
2023-08-05 18:48:43,132 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 18:48:43,250 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-05 18:48:43,368 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 18:48:43,489 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 18:48:43,607 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 18:48:43,725 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 18:48:43,842 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.677
2023-08-05 18:48:43,964 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-05 18:48:44,081 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-05 18:48:44,199 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 18:48:44,315 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 18:48:44,432 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-05 18:48:44,549 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-05 18:48:44,665 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 18:48:44,782 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 18:48:44,899 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 18:48:45,018 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.704
2023-08-05 18:48:45,134 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 18:48:45,253 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.704
2023-08-05 18:48:45,371 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 18:48:45,493 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.703
2023-08-05 18:48:45,610 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.704
2023-08-05 18:48:45,728 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.705
2023-08-05 18:48:45,845 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.705
2023-08-05 18:48:45,967 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.703
2023-08-05 18:48:46,084 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.703
2023-08-05 18:48:46,202 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 18:48:46,320 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-05 18:48:46,440 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.700
2023-08-05 18:48:46,557 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.698
2023-08-05 18:48:46,675 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 18:48:46,793 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 18:48:46,910 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 18:48:47,026 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.696
2023-08-05 18:48:47,143 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 18:48:47,259 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-05 18:48:47,377 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-05 18:48:47,500 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 18:48:47,617 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 18:48:47,735 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-05 18:48:47,852 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-05 18:48:47,974 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.695
2023-08-05 18:48:48,091 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 18:48:48,207 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 18:48:48,325 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 18:48:48,442 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.691
2023-08-05 18:48:48,559 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 18:48:48,677 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 18:48:48,793 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 18:48:48,910 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.698
2023-08-05 18:48:49,029 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.698
2023-08-05 18:48:49,147 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.698
2023-08-05 18:48:49,264 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.699
2023-08-05 18:48:49,381 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.699
2023-08-05 18:48:49,503 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.700
2023-08-05 18:48:49,620 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.700
2023-08-05 18:48:49,737 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 18:48:49,853 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 18:48:49,974 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 18:48:50,092 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 18:48:50,209 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 18:48:50,327 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 18:48:50,445 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 18:48:50,564 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 18:48:50,682 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 18:48:50,800 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.699
2023-08-05 18:48:50,918 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.699
2023-08-05 18:48:51,035 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 18:48:51,153 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 18:48:51,269 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 18:48:51,386 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 18:48:51,506 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 18:48:51,623 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 18:48:51,739 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 18:48:51,857 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 18:48:51,979 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.701
2023-08-05 18:48:52,097 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 18:48:52,214 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 18:48:52,331 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 18:48:52,452 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 18:48:52,569 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 18:48:52,687 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.697
2023-08-05 18:48:52,805 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.697
2023-08-05 18:48:52,921 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 18:48:53,039 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 18:48:53,156 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 18:48:53,275 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-05 18:48:53,393 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 18:48:53,515 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 18:48:53,632 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 18:48:53,750 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.695
2023-08-05 18:48:53,868 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 18:48:53,992 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 18:48:54,111 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 18:48:54,228 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 18:48:54,345 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.692
2023-08-05 18:48:54,467 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.938, mIoU: 0.691
2023-08-05 18:48:54,584 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 18:48:54,701 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 18:48:54,818 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.693
2023-08-05 18:48:54,935 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 18:48:55,051 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 18:48:55,169 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.693
2023-08-05 18:48:55,286 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 18:48:55,403 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 18:48:55,521 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.695
2023-08-05 18:48:55,638 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 18:48:55,754 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 18:48:55,872 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 18:48:55,994 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.939, mIoU: 0.694
2023-08-05 18:48:56,111 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.939, mIoU: 0.696
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2023-08-05 18:49:19,227 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:19,345 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:19,464 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:19,582 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:19,701 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:19,819 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:19,936 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:20,055 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:20,174 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:20,292 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-05 18:49:20,410 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 18:49:20,532 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 18:49:20,649 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 18:49:20,766 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 18:49:20,884 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 18:49:21,006 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 18:49:21,124 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 18:49:21,242 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 18:49:21,360 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 18:49:21,477 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 18:49:21,595 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 18:49:21,712 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 18:49:21,832 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 18:49:21,950 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:22,068 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:22,185 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:22,303 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:22,421 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:22,542 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:22,659 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:22,777 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:22,895 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:23,018 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:23,137 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 18:49:23,255 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 18:49:23,373 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 18:49:23,495 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 18:49:23,612 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 18:49:23,729 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 18:49:23,848 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 18:49:23,967 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 18:49:24,085 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 18:49:24,204 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 18:49:24,322 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 18:49:24,440 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 18:49:24,558 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 18:49:24,676 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 18:49:24,793 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 18:49:24,914 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 18:49:25,038 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 18:49:25,156 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 18:49:25,274 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 18:49:25,392 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 18:49:25,515 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 18:49:25,633 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 18:49:25,750 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 18:49:25,869 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-05 18:49:25,987 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:26,105 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:26,222 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:26,340 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:26,459 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:26,577 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:26,694 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:26,811 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:26,929 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:27,052 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:27,171 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-05 18:49:27,290 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.700
2023-08-05 18:49:27,408 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:27,530 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:27,647 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:27,765 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:27,883 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:28,006 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:28,123 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:28,240 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:28,358 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:28,475 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 18:49:28,593 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:28,712 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:28,830 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:28,948 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:29,067 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:29,185 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:29,304 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 18:49:29,423 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 18:49:29,546 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 18:49:29,664 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:29,782 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:29,899 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:30,022 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:30,139 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-05 18:49:30,258 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-05 18:49:30,376 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-05 18:49:30,493 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:30,610 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:30,727 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:30,846 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:30,964 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:31,082 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:31,199 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:31,318 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:31,436 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:31,558 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:31,674 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-05 18:49:31,791 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 18:49:31,909 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 18:49:32,033 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 18:49:32,152 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 18:49:32,270 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 18:49:32,384 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 18:49:32,507 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 18:49:32,625 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 18:49:32,745 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.704
2023-08-05 18:49:32,863 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:32,980 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.704
2023-08-05 18:49:33,097 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:33,216 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:33,334 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:33,452 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:33,570 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:33,687 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:33,803 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:33,922 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:34,047 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:34,162 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:34,279 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:34,398 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:34,520 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:34,638 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:34,756 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:34,874 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:34,993 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:35,111 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:35,228 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:35,347 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:35,464 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:35,582 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:35,701 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:35,821 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:35,939 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 18:49:36,062 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:36,182 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:36,301 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:36,418 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:36,540 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:36,657 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:36,776 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:36,894 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:37,017 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 18:49:37,134 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.706
2023-08-05 18:49:53,070 semantic_segmentation INFO: Iters: 66410/150000 || Lr: 0.011817 || Task Loss: 0.1850 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:39:37 || Estimated Time: 1 day, 14:35:31
2023-08-05 18:50:08,919 semantic_segmentation INFO: Iters: 66420/150000 || Lr: 0.011815 || Task Loss: 0.3468 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:39:53 || Estimated Time: 1 day, 14:35:13
2023-08-05 18:50:24,789 semantic_segmentation INFO: Iters: 66430/150000 || Lr: 0.011814 || Task Loss: 0.2931 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:40:09 || Estimated Time: 1 day, 14:34:56
2023-08-05 18:50:40,668 semantic_segmentation INFO: Iters: 66440/150000 || Lr: 0.011813 || Task Loss: 0.2569 || KD Loss: 0.1135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:40:25 || Estimated Time: 1 day, 14:34:38
2023-08-05 18:50:56,557 semantic_segmentation INFO: Iters: 66450/150000 || Lr: 0.011811 || Task Loss: 0.1544 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:40:41 || Estimated Time: 1 day, 14:34:20
2023-08-05 18:51:12,432 semantic_segmentation INFO: Iters: 66460/150000 || Lr: 0.011810 || Task Loss: 0.2858 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:40:56 || Estimated Time: 1 day, 14:34:03
2023-08-05 18:51:28,286 semantic_segmentation INFO: Iters: 66470/150000 || Lr: 0.011809 || Task Loss: 0.2353 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:33:45
2023-08-05 18:51:44,145 semantic_segmentation INFO: Iters: 66480/150000 || Lr: 0.011808 || Task Loss: 0.1115 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:33:28
2023-08-05 18:51:59,991 semantic_segmentation INFO: Iters: 66490/150000 || Lr: 0.011806 || Task Loss: 0.4006 || KD Loss: 0.1773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:41:44 || Estimated Time: 1 day, 14:33:10
2023-08-05 18:52:15,833 semantic_segmentation INFO: Iters: 66500/150000 || Lr: 0.011805 || Task Loss: 0.2794 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:42:00 || Estimated Time: 1 day, 14:32:53
2023-08-05 18:52:31,691 semantic_segmentation INFO: Iters: 66510/150000 || Lr: 0.011804 || Task Loss: 0.6401 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:42:16 || Estimated Time: 1 day, 14:32:35
2023-08-05 18:52:47,524 semantic_segmentation INFO: Iters: 66520/150000 || Lr: 0.011803 || Task Loss: 0.4313 || KD Loss: 0.2230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:42:32 || Estimated Time: 1 day, 14:32:17
2023-08-05 18:53:03,387 semantic_segmentation INFO: Iters: 66530/150000 || Lr: 0.011801 || Task Loss: 0.2200 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:42:47 || Estimated Time: 1 day, 14:32:00
2023-08-05 18:53:19,221 semantic_segmentation INFO: Iters: 66540/150000 || Lr: 0.011800 || Task Loss: 0.2623 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:03 || Estimated Time: 1 day, 14:31:42
2023-08-05 18:53:35,064 semantic_segmentation INFO: Iters: 66550/150000 || Lr: 0.011799 || Task Loss: 0.2548 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:19 || Estimated Time: 1 day, 14:31:25
2023-08-05 18:53:50,905 semantic_segmentation INFO: Iters: 66560/150000 || Lr: 0.011797 || Task Loss: 0.1872 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:35 || Estimated Time: 1 day, 14:31:07
2023-08-05 18:54:06,732 semantic_segmentation INFO: Iters: 66570/150000 || Lr: 0.011796 || Task Loss: 0.5464 || KD Loss: 0.1702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:51 || Estimated Time: 1 day, 14:30:49
2023-08-05 18:54:22,571 semantic_segmentation INFO: Iters: 66580/150000 || Lr: 0.011795 || Task Loss: 0.3203 || KD Loss: 0.1400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:44:07 || Estimated Time: 1 day, 14:30:32
2023-08-05 18:54:38,402 semantic_segmentation INFO: Iters: 66590/150000 || Lr: 0.011794 || Task Loss: 0.2285 || KD Loss: 0.1250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:44:22 || Estimated Time: 1 day, 14:30:14
2023-08-05 18:54:54,218 semantic_segmentation INFO: Iters: 66600/150000 || Lr: 0.011792 || Task Loss: 0.2932 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:44:38 || Estimated Time: 1 day, 14:29:57
2023-08-05 18:55:10,038 semantic_segmentation INFO: Iters: 66610/150000 || Lr: 0.011791 || Task Loss: 0.3621 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:44:54 || Estimated Time: 1 day, 14:29:39
2023-08-05 18:55:25,858 semantic_segmentation INFO: Iters: 66620/150000 || Lr: 0.011790 || Task Loss: 0.3138 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:45:10 || Estimated Time: 1 day, 14:29:21
2023-08-05 18:55:41,679 semantic_segmentation INFO: Iters: 66630/150000 || Lr: 0.011789 || Task Loss: 0.1475 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:45:26 || Estimated Time: 1 day, 14:29:04
2023-08-05 18:55:57,504 semantic_segmentation INFO: Iters: 66640/150000 || Lr: 0.011787 || Task Loss: 0.3576 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:45:42 || Estimated Time: 1 day, 14:28:46
2023-08-05 18:56:13,316 semantic_segmentation INFO: Iters: 66650/150000 || Lr: 0.011786 || Task Loss: 0.3184 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:45:57 || Estimated Time: 1 day, 14:28:28
2023-08-05 18:56:29,132 semantic_segmentation INFO: Iters: 66660/150000 || Lr: 0.011785 || Task Loss: 0.4004 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:46:13 || Estimated Time: 1 day, 14:28:11
2023-08-05 18:56:44,968 semantic_segmentation INFO: Iters: 66670/150000 || Lr: 0.011783 || Task Loss: 0.2060 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:46:29 || Estimated Time: 1 day, 14:27:53
2023-08-05 18:57:00,789 semantic_segmentation INFO: Iters: 66680/150000 || Lr: 0.011782 || Task Loss: 0.2966 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:46:45 || Estimated Time: 1 day, 14:27:36
2023-08-05 18:57:16,597 semantic_segmentation INFO: Iters: 66690/150000 || Lr: 0.011781 || Task Loss: 0.2841 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:47:01 || Estimated Time: 1 day, 14:27:18
2023-08-05 18:57:32,403 semantic_segmentation INFO: Iters: 66700/150000 || Lr: 0.011780 || Task Loss: 0.2887 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:47:16 || Estimated Time: 1 day, 14:27:00
2023-08-05 18:57:48,260 semantic_segmentation INFO: Iters: 66710/150000 || Lr: 0.011778 || Task Loss: 0.3554 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:47:32 || Estimated Time: 1 day, 14:26:43
2023-08-05 18:58:04,087 semantic_segmentation INFO: Iters: 66720/150000 || Lr: 0.011777 || Task Loss: 0.1780 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:47:48 || Estimated Time: 1 day, 14:26:25
2023-08-05 18:58:19,912 semantic_segmentation INFO: Iters: 66730/150000 || Lr: 0.011776 || Task Loss: 0.1881 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:48:04 || Estimated Time: 1 day, 14:26:08
2023-08-05 18:58:35,771 semantic_segmentation INFO: Iters: 66740/150000 || Lr: 0.011775 || Task Loss: 0.2185 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:48:20 || Estimated Time: 1 day, 14:25:50
2023-08-05 18:58:51,637 semantic_segmentation INFO: Iters: 66750/150000 || Lr: 0.011773 || Task Loss: 0.1870 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:48:36 || Estimated Time: 1 day, 14:25:32
2023-08-05 18:59:07,506 semantic_segmentation INFO: Iters: 66760/150000 || Lr: 0.011772 || Task Loss: 0.2123 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:48:52 || Estimated Time: 1 day, 14:25:15
2023-08-05 18:59:23,360 semantic_segmentation INFO: Iters: 66770/150000 || Lr: 0.011771 || Task Loss: 0.1121 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:49:07 || Estimated Time: 1 day, 14:24:57
2023-08-05 18:59:39,231 semantic_segmentation INFO: Iters: 66780/150000 || Lr: 0.011769 || Task Loss: 0.1946 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:49:23 || Estimated Time: 1 day, 14:24:40
2023-08-05 18:59:55,121 semantic_segmentation INFO: Iters: 66790/150000 || Lr: 0.011768 || Task Loss: 0.2172 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:49:39 || Estimated Time: 1 day, 14:24:22
2023-08-05 19:00:11,004 semantic_segmentation INFO: Iters: 66800/150000 || Lr: 0.011767 || Task Loss: 0.3058 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:49:55 || Estimated Time: 1 day, 14:24:05
2023-08-05 19:00:26,865 semantic_segmentation INFO: Iters: 66810/150000 || Lr: 0.011766 || Task Loss: 0.1930 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:50:11 || Estimated Time: 1 day, 14:23:47
2023-08-05 19:00:42,735 semantic_segmentation INFO: Iters: 66820/150000 || Lr: 0.011764 || Task Loss: 0.2314 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:50:27 || Estimated Time: 1 day, 14:23:30
2023-08-05 19:00:58,582 semantic_segmentation INFO: Iters: 66830/150000 || Lr: 0.011763 || Task Loss: 0.2937 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:50:43 || Estimated Time: 1 day, 14:23:12
2023-08-05 19:01:14,480 semantic_segmentation INFO: Iters: 66840/150000 || Lr: 0.011762 || Task Loss: 0.1938 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:50:59 || Estimated Time: 1 day, 14:22:55
2023-08-05 19:01:30,352 semantic_segmentation INFO: Iters: 66850/150000 || Lr: 0.011761 || Task Loss: 0.2282 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:51:14 || Estimated Time: 1 day, 14:22:37
2023-08-05 19:01:46,233 semantic_segmentation INFO: Iters: 66860/150000 || Lr: 0.011759 || Task Loss: 0.1970 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:51:30 || Estimated Time: 1 day, 14:22:20
2023-08-05 19:02:02,115 semantic_segmentation INFO: Iters: 66870/150000 || Lr: 0.011758 || Task Loss: 0.2782 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:51:46 || Estimated Time: 1 day, 14:22:02
2023-08-05 19:02:17,971 semantic_segmentation INFO: Iters: 66880/150000 || Lr: 0.011757 || Task Loss: 0.2158 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:52:02 || Estimated Time: 1 day, 14:21:44
2023-08-05 19:02:33,825 semantic_segmentation INFO: Iters: 66890/150000 || Lr: 0.011755 || Task Loss: 0.2465 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:52:18 || Estimated Time: 1 day, 14:21:27
2023-08-05 19:02:49,665 semantic_segmentation INFO: Iters: 66900/150000 || Lr: 0.011754 || Task Loss: 0.2935 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:52:34 || Estimated Time: 1 day, 14:21:09
2023-08-05 19:03:05,512 semantic_segmentation INFO: Iters: 66910/150000 || Lr: 0.011753 || Task Loss: 0.2959 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:52:50 || Estimated Time: 1 day, 14:20:52
2023-08-05 19:03:21,353 semantic_segmentation INFO: Iters: 66920/150000 || Lr: 0.011752 || Task Loss: 0.3759 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:20:34
2023-08-05 19:03:37,195 semantic_segmentation INFO: Iters: 66930/150000 || Lr: 0.011750 || Task Loss: 0.3281 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:20:17
2023-08-05 19:03:53,026 semantic_segmentation INFO: Iters: 66940/150000 || Lr: 0.011749 || Task Loss: 0.1457 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:19:59
2023-08-05 19:04:08,844 semantic_segmentation INFO: Iters: 66950/150000 || Lr: 0.011748 || Task Loss: 0.2514 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:53:53 || Estimated Time: 1 day, 14:19:41
2023-08-05 19:04:24,659 semantic_segmentation INFO: Iters: 66960/150000 || Lr: 0.011747 || Task Loss: 0.2053 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:54:09 || Estimated Time: 1 day, 14:19:24
2023-08-05 19:04:40,494 semantic_segmentation INFO: Iters: 66970/150000 || Lr: 0.011745 || Task Loss: 0.3181 || KD Loss: 0.1504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:54:25 || Estimated Time: 1 day, 14:19:06
2023-08-05 19:04:56,334 semantic_segmentation INFO: Iters: 66980/150000 || Lr: 0.011744 || Task Loss: 0.2712 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:54:40 || Estimated Time: 1 day, 14:18:49
2023-08-05 19:05:12,158 semantic_segmentation INFO: Iters: 66990/150000 || Lr: 0.011743 || Task Loss: 0.2646 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:54:56 || Estimated Time: 1 day, 14:18:31
2023-08-05 19:05:27,983 semantic_segmentation INFO: Iters: 67000/150000 || Lr: 0.011741 || Task Loss: 0.2120 || KD Loss: 0.2228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:55:12 || Estimated Time: 1 day, 14:18:13
2023-08-05 19:05:43,825 semantic_segmentation INFO: Iters: 67010/150000 || Lr: 0.011740 || Task Loss: 0.3555 || KD Loss: 0.1260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:55:28 || Estimated Time: 1 day, 14:17:56
2023-08-05 19:05:59,665 semantic_segmentation INFO: Iters: 67020/150000 || Lr: 0.011739 || Task Loss: 0.2011 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:55:44 || Estimated Time: 1 day, 14:17:38
2023-08-05 19:06:15,532 semantic_segmentation INFO: Iters: 67030/150000 || Lr: 0.011738 || Task Loss: 0.2052 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:56:00 || Estimated Time: 1 day, 14:17:21
2023-08-05 19:06:31,354 semantic_segmentation INFO: Iters: 67040/150000 || Lr: 0.011736 || Task Loss: 0.2758 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:56:15 || Estimated Time: 1 day, 14:17:03
2023-08-05 19:06:47,179 semantic_segmentation INFO: Iters: 67050/150000 || Lr: 0.011735 || Task Loss: 0.2578 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:56:31 || Estimated Time: 1 day, 14:16:46
2023-08-05 19:07:03,014 semantic_segmentation INFO: Iters: 67060/150000 || Lr: 0.011734 || Task Loss: 0.4034 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:56:47 || Estimated Time: 1 day, 14:16:28
2023-08-05 19:07:18,845 semantic_segmentation INFO: Iters: 67070/150000 || Lr: 0.011733 || Task Loss: 0.5094 || KD Loss: 0.1937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:57:03 || Estimated Time: 1 day, 14:16:10
2023-08-05 19:07:34,653 semantic_segmentation INFO: Iters: 67080/150000 || Lr: 0.011731 || Task Loss: 0.2707 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:57:19 || Estimated Time: 1 day, 14:15:53
2023-08-05 19:07:50,499 semantic_segmentation INFO: Iters: 67090/150000 || Lr: 0.011730 || Task Loss: 0.4357 || KD Loss: 0.2390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:57:35 || Estimated Time: 1 day, 14:15:35
2023-08-05 19:08:06,337 semantic_segmentation INFO: Iters: 67100/150000 || Lr: 0.011729 || Task Loss: 0.1790 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:57:50 || Estimated Time: 1 day, 14:15:18
2023-08-05 19:08:22,183 semantic_segmentation INFO: Iters: 67110/150000 || Lr: 0.011727 || Task Loss: 0.2084 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:06 || Estimated Time: 1 day, 14:15:00
2023-08-05 19:08:38,017 semantic_segmentation INFO: Iters: 67120/150000 || Lr: 0.011726 || Task Loss: 0.1753 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:22 || Estimated Time: 1 day, 14:14:43
2023-08-05 19:08:53,881 semantic_segmentation INFO: Iters: 67130/150000 || Lr: 0.011725 || Task Loss: 0.1976 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:38 || Estimated Time: 1 day, 14:14:25
2023-08-05 19:09:09,701 semantic_segmentation INFO: Iters: 67140/150000 || Lr: 0.011724 || Task Loss: 0.3231 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:54 || Estimated Time: 1 day, 14:14:07
2023-08-05 19:09:25,541 semantic_segmentation INFO: Iters: 67150/150000 || Lr: 0.011722 || Task Loss: 0.2709 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:59:10 || Estimated Time: 1 day, 14:13:50
2023-08-05 19:09:41,367 semantic_segmentation INFO: Iters: 67160/150000 || Lr: 0.011721 || Task Loss: 0.2380 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:59:25 || Estimated Time: 1 day, 14:13:32
2023-08-05 19:09:57,209 semantic_segmentation INFO: Iters: 67170/150000 || Lr: 0.011720 || Task Loss: 0.2910 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:59:41 || Estimated Time: 1 day, 14:13:15
2023-08-05 19:10:13,288 semantic_segmentation INFO: Iters: 67180/150000 || Lr: 0.011719 || Task Loss: 0.2160 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:59:57 || Estimated Time: 1 day, 14:12:57
2023-08-05 19:10:29,510 semantic_segmentation INFO: Iters: 67190/150000 || Lr: 0.011717 || Task Loss: 0.2980 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:00:14 || Estimated Time: 1 day, 14:12:40
2023-08-05 19:10:45,519 semantic_segmentation INFO: Iters: 67200/150000 || Lr: 0.011716 || Task Loss: 0.2658 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:00:30 || Estimated Time: 1 day, 14:12:23
2023-08-05 19:10:45,596 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 19:10:46,445 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.403
2023-08-05 19:10:46,567 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.500
2023-08-05 19:10:46,688 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.513
2023-08-05 19:10:46,806 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.543
2023-08-05 19:10:46,925 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.533
2023-08-05 19:10:47,045 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.535
2023-08-05 19:10:47,163 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.572
2023-08-05 19:10:47,281 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.597
2023-08-05 19:10:47,400 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.645
2023-08-05 19:10:47,523 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.696
2023-08-05 19:10:47,647 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.700
2023-08-05 19:10:47,768 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.726
2023-08-05 19:10:47,889 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.733
2023-08-05 19:10:48,009 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.724
2023-08-05 19:10:48,131 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.699
2023-08-05 19:10:48,252 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.690
2023-08-05 19:10:48,375 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.692
2023-08-05 19:10:48,498 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.694
2023-08-05 19:10:48,615 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.698
2023-08-05 19:10:48,734 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.704
2023-08-05 19:10:48,851 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.707
2023-08-05 19:10:48,970 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-05 19:10:49,089 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-05 19:10:49,206 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-05 19:10:49,334 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-05 19:10:49,459 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-05 19:10:49,577 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 19:10:49,700 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-05 19:10:49,820 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 19:10:49,940 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-05 19:10:50,058 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-05 19:10:50,180 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-05 19:10:50,297 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 19:10:50,414 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-05 19:10:50,531 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-05 19:10:50,656 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-05 19:10:50,776 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.713
2023-08-05 19:10:50,894 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.713
2023-08-05 19:10:51,016 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.709
2023-08-05 19:10:51,137 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 19:10:51,255 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.709
2023-08-05 19:10:51,377 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-05 19:10:51,495 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-05 19:10:51,614 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-05 19:10:51,735 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-05 19:10:51,856 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-05 19:10:51,978 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 19:10:52,097 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 19:10:52,221 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-05 19:10:52,339 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.713
2023-08-05 19:10:52,457 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.714
2023-08-05 19:10:52,576 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-05 19:10:52,698 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 19:10:52,820 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-05 19:10:52,936 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-05 19:10:53,058 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-05 19:10:53,178 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-05 19:10:53,299 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-05 19:10:53,418 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.724
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2023-08-05 19:10:53,660 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-05 19:10:53,779 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-05 19:10:53,901 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-05 19:10:54,019 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-05 19:10:54,142 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.727
2023-08-05 19:10:54,262 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.728
2023-08-05 19:10:54,381 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.727
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2023-08-05 19:10:54,621 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.725
2023-08-05 19:10:54,744 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.724
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2023-08-05 19:10:54,979 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.719
2023-08-05 19:10:55,098 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.713
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2023-08-05 19:10:55,337 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.714
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2023-08-05 19:10:55,931 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-05 19:10:56,048 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.716
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2023-08-05 19:10:56,531 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.710
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2023-08-05 19:10:57,010 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.710
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2023-08-05 19:10:57,733 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.724
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2023-08-05 19:10:58,443 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.723
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2023-08-05 19:11:00,118 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.720
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2023-08-05 19:11:00,596 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.719
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2023-08-05 19:11:00,949 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.717
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2023-08-05 19:11:01,191 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.719
2023-08-05 19:11:01,309 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.718
2023-08-05 19:11:01,430 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.717
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2023-08-05 19:11:01,787 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.718
2023-08-05 19:11:01,905 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.718
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2023-08-05 19:11:05,813 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.707
2023-08-05 19:11:05,929 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.707
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2023-08-05 19:11:24,046 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.940, mIoU: 0.698
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2023-08-05 19:11:24,310 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.939, mIoU: 0.696
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2023-08-05 19:11:40,818 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 19:11:40,937 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 19:11:41,054 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 19:11:41,172 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 19:11:41,290 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 19:11:41,409 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 19:11:41,537 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 19:11:41,677 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 19:11:41,799 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 19:11:41,917 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 19:11:42,031 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 19:11:42,149 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 19:11:42,266 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 19:11:42,385 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 19:11:42,517 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 19:11:42,646 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 19:11:42,785 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 19:11:42,904 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:43,022 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 19:11:43,139 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:43,258 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:43,376 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:43,511 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:43,647 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 19:11:43,769 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:43,884 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:44,002 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:44,119 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:44,241 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:44,359 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:44,482 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:44,611 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:44,758 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:44,880 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:44,998 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:45,116 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:45,238 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 19:11:45,357 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:45,496 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:45,633 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:45,757 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:45,874 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:45,995 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:46,116 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:46,242 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:46,364 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:46,482 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 19:11:46,600 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 19:11:46,723 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 19:11:46,864 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 19:11:46,999 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 19:12:03,479 semantic_segmentation INFO: Iters: 67210/150000 || Lr: 0.011715 || Task Loss: 0.2019 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:01:48 || Estimated Time: 1 day, 14:13:22
2023-08-05 19:12:19,747 semantic_segmentation INFO: Iters: 67220/150000 || Lr: 0.011713 || Task Loss: 0.2067 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:02:04 || Estimated Time: 1 day, 14:13:05
2023-08-05 19:12:35,857 semantic_segmentation INFO: Iters: 67230/150000 || Lr: 0.011712 || Task Loss: 0.2080 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:02:20 || Estimated Time: 1 day, 14:12:48
2023-08-05 19:12:51,719 semantic_segmentation INFO: Iters: 67240/150000 || Lr: 0.011711 || Task Loss: 0.2127 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:02:36 || Estimated Time: 1 day, 14:12:30
2023-08-05 19:13:07,589 semantic_segmentation INFO: Iters: 67250/150000 || Lr: 0.011710 || Task Loss: 0.3123 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:02:52 || Estimated Time: 1 day, 14:12:13
2023-08-05 19:13:23,654 semantic_segmentation INFO: Iters: 67260/150000 || Lr: 0.011708 || Task Loss: 0.8873 || KD Loss: 0.4489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:03:08 || Estimated Time: 1 day, 14:11:55
2023-08-05 19:13:39,926 semantic_segmentation INFO: Iters: 67270/150000 || Lr: 0.011707 || Task Loss: 0.2543 || KD Loss: 0.1576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:03:24 || Estimated Time: 1 day, 14:11:38
2023-08-05 19:13:56,073 semantic_segmentation INFO: Iters: 67280/150000 || Lr: 0.011706 || Task Loss: 0.3110 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:03:40 || Estimated Time: 1 day, 14:11:21
2023-08-05 19:14:12,469 semantic_segmentation INFO: Iters: 67290/150000 || Lr: 0.011705 || Task Loss: 0.1831 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:03:57 || Estimated Time: 1 day, 14:11:04
2023-08-05 19:14:28,866 semantic_segmentation INFO: Iters: 67300/150000 || Lr: 0.011703 || Task Loss: 0.3285 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:04:13 || Estimated Time: 1 day, 14:10:47
2023-08-05 19:14:45,358 semantic_segmentation INFO: Iters: 67310/150000 || Lr: 0.011702 || Task Loss: 0.2246 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:04:29 || Estimated Time: 1 day, 14:10:30
2023-08-05 19:15:01,422 semantic_segmentation INFO: Iters: 67320/150000 || Lr: 0.011701 || Task Loss: 0.2865 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:04:45 || Estimated Time: 1 day, 14:10:13
2023-08-05 19:15:17,262 semantic_segmentation INFO: Iters: 67330/150000 || Lr: 0.011699 || Task Loss: 0.2136 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:05:01 || Estimated Time: 1 day, 14:09:56
2023-08-05 19:15:33,111 semantic_segmentation INFO: Iters: 67340/150000 || Lr: 0.011698 || Task Loss: 0.3008 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:05:17 || Estimated Time: 1 day, 14:09:38
2023-08-05 19:15:48,968 semantic_segmentation INFO: Iters: 67350/150000 || Lr: 0.011697 || Task Loss: 0.2799 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:05:33 || Estimated Time: 1 day, 14:09:20
2023-08-05 19:16:05,129 semantic_segmentation INFO: Iters: 67360/150000 || Lr: 0.011696 || Task Loss: 0.2014 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:05:49 || Estimated Time: 1 day, 14:09:03
2023-08-05 19:16:21,128 semantic_segmentation INFO: Iters: 67370/150000 || Lr: 0.011694 || Task Loss: 0.3052 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:06:05 || Estimated Time: 1 day, 14:08:46
2023-08-05 19:16:37,086 semantic_segmentation INFO: Iters: 67380/150000 || Lr: 0.011693 || Task Loss: 0.2821 || KD Loss: 0.1355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:06:21 || Estimated Time: 1 day, 14:08:28
2023-08-05 19:16:53,376 semantic_segmentation INFO: Iters: 67390/150000 || Lr: 0.011692 || Task Loss: 0.2795 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:06:37 || Estimated Time: 1 day, 14:08:11
2023-08-05 19:17:09,520 semantic_segmentation INFO: Iters: 67400/150000 || Lr: 0.011691 || Task Loss: 0.1212 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:06:54 || Estimated Time: 1 day, 14:07:54
2023-08-05 19:17:25,963 semantic_segmentation INFO: Iters: 67410/150000 || Lr: 0.011689 || Task Loss: 0.3667 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:07:10 || Estimated Time: 1 day, 14:07:37
2023-08-05 19:17:42,386 semantic_segmentation INFO: Iters: 67420/150000 || Lr: 0.011688 || Task Loss: 0.3578 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:07:26 || Estimated Time: 1 day, 14:07:20
2023-08-05 19:17:58,419 semantic_segmentation INFO: Iters: 67430/150000 || Lr: 0.011687 || Task Loss: 0.3377 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:07:42 || Estimated Time: 1 day, 14:07:03
2023-08-05 19:18:14,281 semantic_segmentation INFO: Iters: 67440/150000 || Lr: 0.011685 || Task Loss: 0.3225 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:07:58 || Estimated Time: 1 day, 14:06:46
2023-08-05 19:18:30,173 semantic_segmentation INFO: Iters: 67450/150000 || Lr: 0.011684 || Task Loss: 0.2304 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:08:14 || Estimated Time: 1 day, 14:06:28
2023-08-05 19:18:46,028 semantic_segmentation INFO: Iters: 67460/150000 || Lr: 0.011683 || Task Loss: 0.1832 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:08:30 || Estimated Time: 1 day, 14:06:11
2023-08-05 19:19:01,900 semantic_segmentation INFO: Iters: 67470/150000 || Lr: 0.011682 || Task Loss: 0.1995 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:08:46 || Estimated Time: 1 day, 14:05:53
2023-08-05 19:19:17,773 semantic_segmentation INFO: Iters: 67480/150000 || Lr: 0.011680 || Task Loss: 0.3596 || KD Loss: 0.1177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:09:02 || Estimated Time: 1 day, 14:05:36
2023-08-05 19:19:33,649 semantic_segmentation INFO: Iters: 67490/150000 || Lr: 0.011679 || Task Loss: 0.4256 || KD Loss: 0.1792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:09:18 || Estimated Time: 1 day, 14:05:18
2023-08-05 19:19:49,517 semantic_segmentation INFO: Iters: 67500/150000 || Lr: 0.011678 || Task Loss: 0.2501 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:09:34 || Estimated Time: 1 day, 14:05:00
2023-08-05 19:20:05,366 semantic_segmentation INFO: Iters: 67510/150000 || Lr: 0.011677 || Task Loss: 0.1847 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:09:49 || Estimated Time: 1 day, 14:04:43
2023-08-05 19:20:21,190 semantic_segmentation INFO: Iters: 67520/150000 || Lr: 0.011675 || Task Loss: 0.2657 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:10:05 || Estimated Time: 1 day, 14:04:25
2023-08-05 19:20:37,001 semantic_segmentation INFO: Iters: 67530/150000 || Lr: 0.011674 || Task Loss: 0.2168 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:04:08
2023-08-05 19:20:52,818 semantic_segmentation INFO: Iters: 67540/150000 || Lr: 0.011673 || Task Loss: 0.1738 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 14:03:50
2023-08-05 19:21:08,657 semantic_segmentation INFO: Iters: 67550/150000 || Lr: 0.011671 || Task Loss: 0.4638 || KD Loss: 0.1716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:10:53 || Estimated Time: 1 day, 14:03:33
2023-08-05 19:21:24,476 semantic_segmentation INFO: Iters: 67560/150000 || Lr: 0.011670 || Task Loss: 0.3403 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:11:09 || Estimated Time: 1 day, 14:03:15
2023-08-05 19:21:40,297 semantic_segmentation INFO: Iters: 67570/150000 || Lr: 0.011669 || Task Loss: 0.2961 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:11:24 || Estimated Time: 1 day, 14:02:57
2023-08-05 19:21:56,123 semantic_segmentation INFO: Iters: 67580/150000 || Lr: 0.011668 || Task Loss: 0.2457 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:11:40 || Estimated Time: 1 day, 14:02:40
2023-08-05 19:22:11,970 semantic_segmentation INFO: Iters: 67590/150000 || Lr: 0.011666 || Task Loss: 0.2342 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:11:56 || Estimated Time: 1 day, 14:02:22
2023-08-05 19:22:27,817 semantic_segmentation INFO: Iters: 67600/150000 || Lr: 0.011665 || Task Loss: 0.2118 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:12:12 || Estimated Time: 1 day, 14:02:05
2023-08-05 19:22:43,652 semantic_segmentation INFO: Iters: 67610/150000 || Lr: 0.011664 || Task Loss: 0.4190 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:12:28 || Estimated Time: 1 day, 14:01:47
2023-08-05 19:22:59,475 semantic_segmentation INFO: Iters: 67620/150000 || Lr: 0.011663 || Task Loss: 0.2985 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:12:44 || Estimated Time: 1 day, 14:01:30
2023-08-05 19:23:15,325 semantic_segmentation INFO: Iters: 67630/150000 || Lr: 0.011661 || Task Loss: 0.2972 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:12:59 || Estimated Time: 1 day, 14:01:12
2023-08-05 19:23:31,155 semantic_segmentation INFO: Iters: 67640/150000 || Lr: 0.011660 || Task Loss: 0.1846 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:13:15 || Estimated Time: 1 day, 14:00:54
2023-08-05 19:23:46,991 semantic_segmentation INFO: Iters: 67650/150000 || Lr: 0.011659 || Task Loss: 0.1712 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:13:31 || Estimated Time: 1 day, 14:00:37
2023-08-05 19:24:02,832 semantic_segmentation INFO: Iters: 67660/150000 || Lr: 0.011657 || Task Loss: 0.2935 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:13:47 || Estimated Time: 1 day, 14:00:19
2023-08-05 19:24:18,660 semantic_segmentation INFO: Iters: 67670/150000 || Lr: 0.011656 || Task Loss: 0.2641 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:03 || Estimated Time: 1 day, 14:00:02
2023-08-05 19:24:34,489 semantic_segmentation INFO: Iters: 67680/150000 || Lr: 0.011655 || Task Loss: 0.1434 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:19 || Estimated Time: 1 day, 13:59:44
2023-08-05 19:24:50,316 semantic_segmentation INFO: Iters: 67690/150000 || Lr: 0.011654 || Task Loss: 0.2565 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:34 || Estimated Time: 1 day, 13:59:27
2023-08-05 19:25:06,164 semantic_segmentation INFO: Iters: 67700/150000 || Lr: 0.011652 || Task Loss: 0.2390 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:50 || Estimated Time: 1 day, 13:59:09
2023-08-05 19:25:21,975 semantic_segmentation INFO: Iters: 67710/150000 || Lr: 0.011651 || Task Loss: 0.2027 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:15:06 || Estimated Time: 1 day, 13:58:51
2023-08-05 19:25:37,790 semantic_segmentation INFO: Iters: 67720/150000 || Lr: 0.011650 || Task Loss: 0.2194 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:15:22 || Estimated Time: 1 day, 13:58:34
2023-08-05 19:25:53,672 semantic_segmentation INFO: Iters: 67730/150000 || Lr: 0.011648 || Task Loss: 0.1887 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:58:16
2023-08-05 19:26:09,523 semantic_segmentation INFO: Iters: 67740/150000 || Lr: 0.011647 || Task Loss: 0.2420 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:57:59
2023-08-05 19:26:25,363 semantic_segmentation INFO: Iters: 67750/150000 || Lr: 0.011646 || Task Loss: 0.1570 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:16:09 || Estimated Time: 1 day, 13:57:41
2023-08-05 19:26:41,217 semantic_segmentation INFO: Iters: 67760/150000 || Lr: 0.011645 || Task Loss: 0.2126 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:16:25 || Estimated Time: 1 day, 13:57:24
2023-08-05 19:26:57,042 semantic_segmentation INFO: Iters: 67770/150000 || Lr: 0.011643 || Task Loss: 0.2195 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:16:41 || Estimated Time: 1 day, 13:57:06
2023-08-05 19:27:12,867 semantic_segmentation INFO: Iters: 67780/150000 || Lr: 0.011642 || Task Loss: 0.3657 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:16:57 || Estimated Time: 1 day, 13:56:49
2023-08-05 19:27:28,702 semantic_segmentation INFO: Iters: 67790/150000 || Lr: 0.011641 || Task Loss: 0.2700 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:17:13 || Estimated Time: 1 day, 13:56:31
2023-08-05 19:27:44,522 semantic_segmentation INFO: Iters: 67800/150000 || Lr: 0.011640 || Task Loss: 0.2111 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:17:29 || Estimated Time: 1 day, 13:56:13
2023-08-05 19:28:00,360 semantic_segmentation INFO: Iters: 67810/150000 || Lr: 0.011638 || Task Loss: 0.2533 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:17:44 || Estimated Time: 1 day, 13:55:56
2023-08-05 19:28:16,171 semantic_segmentation INFO: Iters: 67820/150000 || Lr: 0.011637 || Task Loss: 0.1910 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:18:00 || Estimated Time: 1 day, 13:55:38
2023-08-05 19:28:31,982 semantic_segmentation INFO: Iters: 67830/150000 || Lr: 0.011636 || Task Loss: 0.2075 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:18:16 || Estimated Time: 1 day, 13:55:21
2023-08-05 19:28:47,812 semantic_segmentation INFO: Iters: 67840/150000 || Lr: 0.011634 || Task Loss: 0.2462 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:18:32 || Estimated Time: 1 day, 13:55:03
2023-08-05 19:29:03,648 semantic_segmentation INFO: Iters: 67850/150000 || Lr: 0.011633 || Task Loss: 0.1987 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:18:48 || Estimated Time: 1 day, 13:54:46
2023-08-05 19:29:19,513 semantic_segmentation INFO: Iters: 67860/150000 || Lr: 0.011632 || Task Loss: 0.1757 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:19:04 || Estimated Time: 1 day, 13:54:28
2023-08-05 19:29:35,515 semantic_segmentation INFO: Iters: 67870/150000 || Lr: 0.011631 || Task Loss: 0.2819 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:19:20 || Estimated Time: 1 day, 13:54:11
2023-08-05 19:29:51,428 semantic_segmentation INFO: Iters: 67880/150000 || Lr: 0.011629 || Task Loss: 0.2758 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:19:35 || Estimated Time: 1 day, 13:53:53
2023-08-05 19:30:07,507 semantic_segmentation INFO: Iters: 67890/150000 || Lr: 0.011628 || Task Loss: 0.4180 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:19:52 || Estimated Time: 1 day, 13:53:36
2023-08-05 19:30:23,818 semantic_segmentation INFO: Iters: 67900/150000 || Lr: 0.011627 || Task Loss: 0.2861 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:20:08 || Estimated Time: 1 day, 13:53:19
2023-08-05 19:30:39,875 semantic_segmentation INFO: Iters: 67910/150000 || Lr: 0.011626 || Task Loss: 0.2350 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:20:24 || Estimated Time: 1 day, 13:53:02
2023-08-05 19:30:55,779 semantic_segmentation INFO: Iters: 67920/150000 || Lr: 0.011624 || Task Loss: 0.2645 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:20:40 || Estimated Time: 1 day, 13:52:44
2023-08-05 19:31:11,775 semantic_segmentation INFO: Iters: 67930/150000 || Lr: 0.011623 || Task Loss: 0.2271 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:20:56 || Estimated Time: 1 day, 13:52:27
2023-08-05 19:31:27,841 semantic_segmentation INFO: Iters: 67940/150000 || Lr: 0.011622 || Task Loss: 0.1344 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:21:12 || Estimated Time: 1 day, 13:52:10
2023-08-05 19:31:43,882 semantic_segmentation INFO: Iters: 67950/150000 || Lr: 0.011620 || Task Loss: 0.3699 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:21:28 || Estimated Time: 1 day, 13:51:52
2023-08-05 19:31:59,879 semantic_segmentation INFO: Iters: 67960/150000 || Lr: 0.011619 || Task Loss: 0.3501 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:21:44 || Estimated Time: 1 day, 13:51:35
2023-08-05 19:32:15,892 semantic_segmentation INFO: Iters: 67970/150000 || Lr: 0.011618 || Task Loss: 0.2516 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:22:00 || Estimated Time: 1 day, 13:51:18
2023-08-05 19:32:31,901 semantic_segmentation INFO: Iters: 67980/150000 || Lr: 0.011617 || Task Loss: 0.3355 || KD Loss: 0.2284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:51:00
2023-08-05 19:32:47,867 semantic_segmentation INFO: Iters: 67990/150000 || Lr: 0.011615 || Task Loss: 0.2661 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:50:43
2023-08-05 19:33:03,828 semantic_segmentation INFO: Iters: 68000/150000 || Lr: 0.011614 || Task Loss: 0.2849 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:22:48 || Estimated Time: 1 day, 13:50:25
2023-08-05 19:33:03,903 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 19:33:04,719 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.399
2023-08-05 19:33:04,841 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.486
2023-08-05 19:33:04,963 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.504
2023-08-05 19:33:05,080 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.531
2023-08-05 19:33:05,200 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.524
2023-08-05 19:33:05,319 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.525
2023-08-05 19:33:05,440 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.558
2023-08-05 19:33:05,559 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.604
2023-08-05 19:33:05,678 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.656
2023-08-05 19:33:05,796 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.716
2023-08-05 19:33:05,917 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.709
2023-08-05 19:33:06,034 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.701
2023-08-05 19:33:06,154 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.702
2023-08-05 19:33:06,272 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.690
2023-08-05 19:33:06,390 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.694
2023-08-05 19:33:06,508 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.686
2023-08-05 19:33:06,625 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.689
2023-08-05 19:33:06,743 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.689
2023-08-05 19:33:06,861 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.696
2023-08-05 19:33:06,978 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.704
2023-08-05 19:33:07,094 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.702
2023-08-05 19:33:07,214 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-05 19:33:07,333 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 19:33:07,453 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-05 19:33:07,569 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 19:33:07,686 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 19:33:07,806 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-05 19:33:07,926 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 19:33:08,045 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 19:33:08,163 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-05 19:33:08,279 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-05 19:33:08,398 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.705
2023-08-05 19:33:08,514 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 19:33:08,633 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 19:33:08,751 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.707
2023-08-05 19:33:08,868 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 19:33:08,987 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-05 19:33:09,106 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.702
2023-08-05 19:33:09,223 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-05 19:33:09,339 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-05 19:33:09,456 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-05 19:33:09,574 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 19:33:09,693 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 19:33:09,811 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-05 19:33:09,932 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.696
2023-08-05 19:33:10,049 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 19:33:10,168 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-05 19:33:10,288 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-05 19:33:10,406 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.700
2023-08-05 19:33:10,524 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 19:33:10,641 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.703
2023-08-05 19:33:10,759 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-05 19:33:10,878 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-05 19:33:10,996 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-05 19:33:11,113 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.708
2023-08-05 19:33:11,232 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.714
2023-08-05 19:33:11,349 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.715
2023-08-05 19:33:11,468 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-05 19:33:11,589 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-05 19:33:11,707 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-05 19:33:11,827 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-05 19:33:11,947 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-05 19:33:12,064 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-05 19:33:12,182 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-05 19:33:12,302 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 19:33:12,422 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 19:33:12,541 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 19:33:12,660 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.732
2023-08-05 19:33:12,779 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.730
2023-08-05 19:33:12,898 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.730
2023-08-05 19:33:13,018 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.730
2023-08-05 19:33:13,137 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.727
2023-08-05 19:33:13,258 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-05 19:33:13,376 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-05 19:33:13,494 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-05 19:33:13,613 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-05 19:33:13,730 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-05 19:33:13,851 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-05 19:33:13,973 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-05 19:33:14,092 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-05 19:33:14,209 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-05 19:33:14,328 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-05 19:33:14,446 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-05 19:33:14,565 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.722
2023-08-05 19:33:14,684 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-05 19:33:14,802 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:14,922 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:15,045 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-05 19:33:15,162 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-05 19:33:15,280 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-05 19:33:15,398 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-05 19:33:15,516 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.730
2023-08-05 19:33:15,635 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.730
2023-08-05 19:33:15,757 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.730
2023-08-05 19:33:15,876 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.730
2023-08-05 19:33:15,993 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.730
2023-08-05 19:33:16,111 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.729
2023-08-05 19:33:16,235 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.729
2023-08-05 19:33:16,354 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.731
2023-08-05 19:33:16,473 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.731
2023-08-05 19:33:16,592 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.730
2023-08-05 19:33:16,712 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.728
2023-08-05 19:33:16,830 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.728
2023-08-05 19:33:16,949 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.728
2023-08-05 19:33:17,070 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.728
2023-08-05 19:33:17,190 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.728
2023-08-05 19:33:17,307 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.727
2023-08-05 19:33:17,426 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.728
2023-08-05 19:33:17,545 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.728
2023-08-05 19:33:17,663 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.727
2023-08-05 19:33:17,780 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.727
2023-08-05 19:33:17,896 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.726
2023-08-05 19:33:18,014 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.726
2023-08-05 19:33:18,132 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.726
2023-08-05 19:33:18,255 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.726
2023-08-05 19:33:18,377 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.725
2023-08-05 19:33:18,498 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.724
2023-08-05 19:33:18,623 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.720
2023-08-05 19:33:18,742 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.717
2023-08-05 19:33:18,863 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:18,982 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.716
2023-08-05 19:33:19,101 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.716
2023-08-05 19:33:19,231 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.716
2023-08-05 19:33:19,361 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.717
2023-08-05 19:33:19,490 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.715
2023-08-05 19:33:19,611 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.717
2023-08-05 19:33:19,733 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.719
2023-08-05 19:33:19,854 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.719
2023-08-05 19:33:19,975 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.718
2023-08-05 19:33:20,095 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.718
2023-08-05 19:33:20,216 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.718
2023-08-05 19:33:20,334 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.718
2023-08-05 19:33:20,451 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:20,569 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:20,687 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.716
2023-08-05 19:33:20,806 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.716
2023-08-05 19:33:20,925 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.716
2023-08-05 19:33:21,043 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.716
2023-08-05 19:33:21,161 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:21,280 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.718
2023-08-05 19:33:21,398 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.719
2023-08-05 19:33:21,515 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.718
2023-08-05 19:33:21,632 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:21,752 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:21,872 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:21,990 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.718
2023-08-05 19:33:22,108 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.718
2023-08-05 19:33:22,226 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:22,346 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.717
2023-08-05 19:33:22,464 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.716
2023-08-05 19:33:22,586 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-05 19:33:22,705 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-05 19:33:22,825 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-05 19:33:22,941 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-05 19:33:23,060 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.718
2023-08-05 19:33:23,180 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.718
2023-08-05 19:33:23,299 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.718
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2023-08-05 19:33:46,750 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-05 19:33:46,868 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-05 19:33:46,987 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.941, mIoU: 0.704
2023-08-05 19:33:47,108 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.941, mIoU: 0.704
2023-08-05 19:33:47,226 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.941, mIoU: 0.704
2023-08-05 19:33:47,347 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.941, mIoU: 0.704
2023-08-05 19:33:47,464 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-05 19:33:47,581 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-05 19:33:47,699 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-05 19:33:47,820 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-05 19:33:47,938 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-05 19:33:48,055 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-05 19:33:48,176 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-05 19:33:48,294 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.941, mIoU: 0.706
2023-08-05 19:33:48,413 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.941, mIoU: 0.707
2023-08-05 19:33:48,532 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.942, mIoU: 0.707
2023-08-05 19:33:48,652 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.942, mIoU: 0.707
2023-08-05 19:33:48,774 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:48,894 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:49,015 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:49,136 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:49,256 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:49,376 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:49,496 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.942, mIoU: 0.707
2023-08-05 19:33:49,614 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:49,731 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:49,850 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:49,968 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.942, mIoU: 0.708
2023-08-05 19:33:50,087 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-05 19:33:50,208 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-05 19:33:50,327 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-05 19:33:50,444 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.943, mIoU: 0.709
2023-08-05 19:33:50,563 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:50,681 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.943, mIoU: 0.709
2023-08-05 19:33:50,801 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:50,921 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:51,039 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:51,156 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:51,274 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:51,392 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:51,509 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:51,627 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:51,746 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:51,866 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:51,983 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-05 19:33:52,100 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 19:33:52,219 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 19:33:52,340 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 19:33:52,458 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 19:33:52,575 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 19:33:52,693 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 19:33:52,813 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:52,932 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:53,049 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:53,167 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:53,288 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:53,405 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:53,523 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:53,640 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:53,761 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:53,880 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:53,998 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:33:54,116 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-05 19:33:54,234 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-05 19:33:54,353 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:54,473 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:54,592 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:54,708 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:54,828 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:54,945 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:55,062 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:55,180 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:55,299 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:55,417 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:55,535 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:55,652 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:55,770 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:55,888 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:56,005 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:56,123 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-05 19:33:56,240 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:56,357 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:56,474 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:56,592 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:56,711 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:56,828 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:56,945 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:57,063 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:57,180 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:57,297 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:57,415 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:57,533 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:57,651 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:57,768 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:57,888 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-05 19:33:58,007 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-05 19:33:58,127 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-05 19:33:58,244 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-05 19:33:58,364 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-05 19:33:58,482 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-05 19:33:58,599 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.713
2023-08-05 19:33:58,716 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.713
2023-08-05 19:33:58,833 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.713
2023-08-05 19:33:58,950 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.714
2023-08-05 19:33:59,068 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.714
2023-08-05 19:33:59,186 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.714
2023-08-05 19:33:59,300 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.714
2023-08-05 19:33:59,418 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.714
2023-08-05 19:33:59,535 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:33:59,656 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:33:59,774 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:33:59,894 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:00,012 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:00,130 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:00,247 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:00,365 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:00,483 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:00,600 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:00,717 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:00,834 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:00,952 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:01,066 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:01,185 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:01,306 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:01,426 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:01,544 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:01,661 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:01,779 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:01,898 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:02,019 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:02,137 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:02,255 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 19:34:02,373 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 19:34:02,491 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-05 19:34:02,608 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 19:34:02,726 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 19:34:02,845 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 19:34:02,967 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 19:34:03,087 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 19:34:03,209 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 19:34:03,328 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 19:34:03,447 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 19:34:03,564 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 19:34:03,682 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 19:34:03,801 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 19:34:03,918 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 19:34:04,035 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 19:34:20,051 semantic_segmentation INFO: Iters: 68010/150000 || Lr: 0.011613 || Task Loss: 0.2561 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:24:04 || Estimated Time: 1 day, 13:51:21
2023-08-05 19:34:35,953 semantic_segmentation INFO: Iters: 68020/150000 || Lr: 0.011612 || Task Loss: 0.3939 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:24:20 || Estimated Time: 1 day, 13:51:03
2023-08-05 19:34:51,893 semantic_segmentation INFO: Iters: 68030/150000 || Lr: 0.011610 || Task Loss: 0.2693 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:24:36 || Estimated Time: 1 day, 13:50:46
2023-08-05 19:35:07,972 semantic_segmentation INFO: Iters: 68040/150000 || Lr: 0.011609 || Task Loss: 0.3165 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:24:52 || Estimated Time: 1 day, 13:50:28
2023-08-05 19:35:24,037 semantic_segmentation INFO: Iters: 68050/150000 || Lr: 0.011608 || Task Loss: 0.2276 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:25:08 || Estimated Time: 1 day, 13:50:11
2023-08-05 19:35:39,992 semantic_segmentation INFO: Iters: 68060/150000 || Lr: 0.011606 || Task Loss: 0.2039 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:25:24 || Estimated Time: 1 day, 13:49:54
2023-08-05 19:35:55,966 semantic_segmentation INFO: Iters: 68070/150000 || Lr: 0.011605 || Task Loss: 0.2558 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:25:40 || Estimated Time: 1 day, 13:49:36
2023-08-05 19:36:12,176 semantic_segmentation INFO: Iters: 68080/150000 || Lr: 0.011604 || Task Loss: 0.2811 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:25:56 || Estimated Time: 1 day, 13:49:19
2023-08-05 19:36:28,309 semantic_segmentation INFO: Iters: 68090/150000 || Lr: 0.011603 || Task Loss: 0.2473 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:26:12 || Estimated Time: 1 day, 13:49:02
2023-08-05 19:36:44,434 semantic_segmentation INFO: Iters: 68100/150000 || Lr: 0.011601 || Task Loss: 0.1647 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:26:28 || Estimated Time: 1 day, 13:48:45
2023-08-05 19:37:00,643 semantic_segmentation INFO: Iters: 68110/150000 || Lr: 0.011600 || Task Loss: 0.2783 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:26:45 || Estimated Time: 1 day, 13:48:28
2023-08-05 19:37:16,867 semantic_segmentation INFO: Iters: 68120/150000 || Lr: 0.011599 || Task Loss: 0.2429 || KD Loss: 0.1615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:27:01 || Estimated Time: 1 day, 13:48:11
2023-08-05 19:37:32,982 semantic_segmentation INFO: Iters: 68130/150000 || Lr: 0.011598 || Task Loss: 0.5905 || KD Loss: 0.2612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:27:17 || Estimated Time: 1 day, 13:47:53
2023-08-05 19:37:48,946 semantic_segmentation INFO: Iters: 68140/150000 || Lr: 0.011596 || Task Loss: 0.2982 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:47:36
2023-08-05 19:38:04,973 semantic_segmentation INFO: Iters: 68150/150000 || Lr: 0.011595 || Task Loss: 0.3647 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:47:19
2023-08-05 19:38:21,083 semantic_segmentation INFO: Iters: 68160/150000 || Lr: 0.011594 || Task Loss: 0.2417 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:28:05 || Estimated Time: 1 day, 13:47:01
2023-08-05 19:38:37,293 semantic_segmentation INFO: Iters: 68170/150000 || Lr: 0.011592 || Task Loss: 0.2270 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:28:21 || Estimated Time: 1 day, 13:46:44
2023-08-05 19:38:53,300 semantic_segmentation INFO: Iters: 68180/150000 || Lr: 0.011591 || Task Loss: 0.2610 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:28:37 || Estimated Time: 1 day, 13:46:27
2023-08-05 19:39:09,277 semantic_segmentation INFO: Iters: 68190/150000 || Lr: 0.011590 || Task Loss: 0.3309 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:28:53 || Estimated Time: 1 day, 13:46:10
2023-08-05 19:39:25,227 semantic_segmentation INFO: Iters: 68200/150000 || Lr: 0.011589 || Task Loss: 0.2253 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:29:09 || Estimated Time: 1 day, 13:45:52
2023-08-05 19:39:41,164 semantic_segmentation INFO: Iters: 68210/150000 || Lr: 0.011587 || Task Loss: 0.1759 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:29:25 || Estimated Time: 1 day, 13:45:35
2023-08-05 19:39:57,131 semantic_segmentation INFO: Iters: 68220/150000 || Lr: 0.011586 || Task Loss: 0.2731 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:29:41 || Estimated Time: 1 day, 13:45:17
2023-08-05 19:40:13,091 semantic_segmentation INFO: Iters: 68230/150000 || Lr: 0.011585 || Task Loss: 0.1564 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:29:57 || Estimated Time: 1 day, 13:45:00
2023-08-05 19:40:29,040 semantic_segmentation INFO: Iters: 68240/150000 || Lr: 0.011583 || Task Loss: 0.1822 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:30:13 || Estimated Time: 1 day, 13:44:42
2023-08-05 19:40:45,029 semantic_segmentation INFO: Iters: 68250/150000 || Lr: 0.011582 || Task Loss: 0.4725 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:30:29 || Estimated Time: 1 day, 13:44:25
2023-08-05 19:41:01,102 semantic_segmentation INFO: Iters: 68260/150000 || Lr: 0.011581 || Task Loss: 0.4580 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:30:45 || Estimated Time: 1 day, 13:44:08
2023-08-05 19:41:17,168 semantic_segmentation INFO: Iters: 68270/150000 || Lr: 0.011580 || Task Loss: 0.1459 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:31:01 || Estimated Time: 1 day, 13:43:50
2023-08-05 19:41:33,211 semantic_segmentation INFO: Iters: 68280/150000 || Lr: 0.011578 || Task Loss: 0.2304 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:31:17 || Estimated Time: 1 day, 13:43:33
2023-08-05 19:41:49,298 semantic_segmentation INFO: Iters: 68290/150000 || Lr: 0.011577 || Task Loss: 0.2075 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:31:33 || Estimated Time: 1 day, 13:43:16
2023-08-05 19:42:05,379 semantic_segmentation INFO: Iters: 68300/150000 || Lr: 0.011576 || Task Loss: 0.2880 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:31:49 || Estimated Time: 1 day, 13:42:59
2023-08-05 19:42:21,518 semantic_segmentation INFO: Iters: 68310/150000 || Lr: 0.011575 || Task Loss: 0.3021 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:32:06 || Estimated Time: 1 day, 13:42:41
2023-08-05 19:42:37,627 semantic_segmentation INFO: Iters: 68320/150000 || Lr: 0.011573 || Task Loss: 0.1910 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:32:22 || Estimated Time: 1 day, 13:42:24
2023-08-05 19:42:53,781 semantic_segmentation INFO: Iters: 68330/150000 || Lr: 0.011572 || Task Loss: 0.4991 || KD Loss: 0.2061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:32:38 || Estimated Time: 1 day, 13:42:07
2023-08-05 19:43:09,884 semantic_segmentation INFO: Iters: 68340/150000 || Lr: 0.011571 || Task Loss: 0.4178 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:41:50
2023-08-05 19:43:25,954 semantic_segmentation INFO: Iters: 68350/150000 || Lr: 0.011569 || Task Loss: 0.2446 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:33:10 || Estimated Time: 1 day, 13:41:33
2023-08-05 19:43:41,992 semantic_segmentation INFO: Iters: 68360/150000 || Lr: 0.011568 || Task Loss: 0.3192 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:33:26 || Estimated Time: 1 day, 13:41:15
2023-08-05 19:43:58,087 semantic_segmentation INFO: Iters: 68370/150000 || Lr: 0.011567 || Task Loss: 0.1545 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:33:42 || Estimated Time: 1 day, 13:40:58
2023-08-05 19:44:14,254 semantic_segmentation INFO: Iters: 68380/150000 || Lr: 0.011566 || Task Loss: 0.3938 || KD Loss: 0.1486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:33:58 || Estimated Time: 1 day, 13:40:41
2023-08-05 19:44:30,470 semantic_segmentation INFO: Iters: 68390/150000 || Lr: 0.011564 || Task Loss: 0.3034 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:34:15 || Estimated Time: 1 day, 13:40:24
2023-08-05 19:44:46,651 semantic_segmentation INFO: Iters: 68400/150000 || Lr: 0.011563 || Task Loss: 0.2889 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:34:31 || Estimated Time: 1 day, 13:40:07
2023-08-05 19:45:02,878 semantic_segmentation INFO: Iters: 68410/150000 || Lr: 0.011562 || Task Loss: 0.1743 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:34:47 || Estimated Time: 1 day, 13:39:49
2023-08-05 19:45:19,135 semantic_segmentation INFO: Iters: 68420/150000 || Lr: 0.011561 || Task Loss: 0.3008 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:35:03 || Estimated Time: 1 day, 13:39:32
2023-08-05 19:45:35,358 semantic_segmentation INFO: Iters: 68430/150000 || Lr: 0.011559 || Task Loss: 0.2469 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:35:19 || Estimated Time: 1 day, 13:39:15
2023-08-05 19:45:51,725 semantic_segmentation INFO: Iters: 68440/150000 || Lr: 0.011558 || Task Loss: 0.2997 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:35:36 || Estimated Time: 1 day, 13:38:58
2023-08-05 19:46:07,852 semantic_segmentation INFO: Iters: 68450/150000 || Lr: 0.011557 || Task Loss: 0.3300 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:35:52 || Estimated Time: 1 day, 13:38:41
2023-08-05 19:46:23,962 semantic_segmentation INFO: Iters: 68460/150000 || Lr: 0.011555 || Task Loss: 0.3074 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:36:08 || Estimated Time: 1 day, 13:38:24
2023-08-05 19:46:40,084 semantic_segmentation INFO: Iters: 68470/150000 || Lr: 0.011554 || Task Loss: 0.2714 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:36:24 || Estimated Time: 1 day, 13:38:07
2023-08-05 19:46:56,244 semantic_segmentation INFO: Iters: 68480/150000 || Lr: 0.011553 || Task Loss: 0.2275 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:36:40 || Estimated Time: 1 day, 13:37:50
2023-08-05 19:47:12,427 semantic_segmentation INFO: Iters: 68490/150000 || Lr: 0.011552 || Task Loss: 0.2533 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:36:56 || Estimated Time: 1 day, 13:37:33
2023-08-05 19:47:28,544 semantic_segmentation INFO: Iters: 68500/150000 || Lr: 0.011550 || Task Loss: 0.2388 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:37:13 || Estimated Time: 1 day, 13:37:15
2023-08-05 19:47:44,753 semantic_segmentation INFO: Iters: 68510/150000 || Lr: 0.011549 || Task Loss: 0.1391 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:37:29 || Estimated Time: 1 day, 13:36:58
2023-08-05 19:48:00,961 semantic_segmentation INFO: Iters: 68520/150000 || Lr: 0.011548 || Task Loss: 0.2521 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:37:45 || Estimated Time: 1 day, 13:36:41
2023-08-05 19:48:17,111 semantic_segmentation INFO: Iters: 68530/150000 || Lr: 0.011547 || Task Loss: 0.1598 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:01 || Estimated Time: 1 day, 13:36:24
2023-08-05 19:48:33,263 semantic_segmentation INFO: Iters: 68540/150000 || Lr: 0.011545 || Task Loss: 0.2432 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:17 || Estimated Time: 1 day, 13:36:07
2023-08-05 19:48:49,387 semantic_segmentation INFO: Iters: 68550/150000 || Lr: 0.011544 || Task Loss: 0.2594 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:33 || Estimated Time: 1 day, 13:35:50
2023-08-05 19:49:05,436 semantic_segmentation INFO: Iters: 68560/150000 || Lr: 0.011543 || Task Loss: 0.2419 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:49 || Estimated Time: 1 day, 13:35:32
2023-08-05 19:49:21,577 semantic_segmentation INFO: Iters: 68570/150000 || Lr: 0.011541 || Task Loss: 0.2977 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:39:06 || Estimated Time: 1 day, 13:35:15
2023-08-05 19:49:37,827 semantic_segmentation INFO: Iters: 68580/150000 || Lr: 0.011540 || Task Loss: 0.3055 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:39:22 || Estimated Time: 1 day, 13:34:58
2023-08-05 19:49:53,888 semantic_segmentation INFO: Iters: 68590/150000 || Lr: 0.011539 || Task Loss: 0.3571 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:39:38 || Estimated Time: 1 day, 13:34:41
2023-08-05 19:50:09,993 semantic_segmentation INFO: Iters: 68600/150000 || Lr: 0.011538 || Task Loss: 0.2662 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:39:54 || Estimated Time: 1 day, 13:34:24
2023-08-05 19:50:26,102 semantic_segmentation INFO: Iters: 68610/150000 || Lr: 0.011536 || Task Loss: 0.1770 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:40:10 || Estimated Time: 1 day, 13:34:06
2023-08-05 19:50:42,128 semantic_segmentation INFO: Iters: 68620/150000 || Lr: 0.011535 || Task Loss: 0.1930 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:40:26 || Estimated Time: 1 day, 13:33:49
2023-08-05 19:50:58,215 semantic_segmentation INFO: Iters: 68630/150000 || Lr: 0.011534 || Task Loss: 0.2191 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:40:42 || Estimated Time: 1 day, 13:33:32
2023-08-05 19:51:14,257 semantic_segmentation INFO: Iters: 68640/150000 || Lr: 0.011532 || Task Loss: 0.2124 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:33:14
2023-08-05 19:51:30,256 semantic_segmentation INFO: Iters: 68650/150000 || Lr: 0.011531 || Task Loss: 0.2085 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:32:57
2023-08-05 19:51:46,257 semantic_segmentation INFO: Iters: 68660/150000 || Lr: 0.011530 || Task Loss: 0.2185 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:41:30 || Estimated Time: 1 day, 13:32:40
2023-08-05 19:52:02,315 semantic_segmentation INFO: Iters: 68670/150000 || Lr: 0.011529 || Task Loss: 0.2183 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:41:46 || Estimated Time: 1 day, 13:32:22
2023-08-05 19:52:18,421 semantic_segmentation INFO: Iters: 68680/150000 || Lr: 0.011527 || Task Loss: 0.2335 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:42:02 || Estimated Time: 1 day, 13:32:05
2023-08-05 19:52:34,691 semantic_segmentation INFO: Iters: 68690/150000 || Lr: 0.011526 || Task Loss: 0.3207 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:42:19 || Estimated Time: 1 day, 13:31:48
2023-08-05 19:52:50,882 semantic_segmentation INFO: Iters: 68700/150000 || Lr: 0.011525 || Task Loss: 0.1400 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:42:35 || Estimated Time: 1 day, 13:31:31
2023-08-05 19:53:06,903 semantic_segmentation INFO: Iters: 68710/150000 || Lr: 0.011524 || Task Loss: 0.1709 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:42:51 || Estimated Time: 1 day, 13:31:14
2023-08-05 19:53:22,928 semantic_segmentation INFO: Iters: 68720/150000 || Lr: 0.011522 || Task Loss: 0.2742 || KD Loss: 0.1092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:43:07 || Estimated Time: 1 day, 13:30:56
2023-08-05 19:53:39,026 semantic_segmentation INFO: Iters: 68730/150000 || Lr: 0.011521 || Task Loss: 0.2060 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:43:23 || Estimated Time: 1 day, 13:30:39
2023-08-05 19:53:55,057 semantic_segmentation INFO: Iters: 68740/150000 || Lr: 0.011520 || Task Loss: 0.2442 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:43:39 || Estimated Time: 1 day, 13:30:22
2023-08-05 19:54:11,124 semantic_segmentation INFO: Iters: 68750/150000 || Lr: 0.011518 || Task Loss: 0.4494 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:43:55 || Estimated Time: 1 day, 13:30:05
2023-08-05 19:54:27,112 semantic_segmentation INFO: Iters: 68760/150000 || Lr: 0.011517 || Task Loss: 0.2896 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:44:11 || Estimated Time: 1 day, 13:29:47
2023-08-05 19:54:43,172 semantic_segmentation INFO: Iters: 68770/150000 || Lr: 0.011516 || Task Loss: 0.2464 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:44:27 || Estimated Time: 1 day, 13:29:30
2023-08-05 19:54:59,248 semantic_segmentation INFO: Iters: 68780/150000 || Lr: 0.011515 || Task Loss: 0.2253 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:44:43 || Estimated Time: 1 day, 13:29:13
2023-08-05 19:55:15,215 semantic_segmentation INFO: Iters: 68790/150000 || Lr: 0.011513 || Task Loss: 0.1653 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:44:59 || Estimated Time: 1 day, 13:28:55
2023-08-05 19:55:31,283 semantic_segmentation INFO: Iters: 68800/150000 || Lr: 0.011512 || Task Loss: 0.2376 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:45:15 || Estimated Time: 1 day, 13:28:38
2023-08-05 19:55:31,363 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 19:55:32,212 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.405
2023-08-05 19:55:32,337 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.490
2023-08-05 19:55:32,455 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.499
2023-08-05 19:55:32,572 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.530
2023-08-05 19:55:32,690 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.523
2023-08-05 19:55:32,807 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.524
2023-08-05 19:55:32,927 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.526
2023-08-05 19:55:33,044 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.567
2023-08-05 19:55:33,162 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.620
2023-08-05 19:55:33,280 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.664
2023-08-05 19:55:33,397 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.680
2023-08-05 19:55:33,515 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.693
2023-08-05 19:55:33,633 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.702
2023-08-05 19:55:33,751 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.679
2023-08-05 19:55:33,869 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.654
2023-08-05 19:55:33,987 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.644
2023-08-05 19:55:34,104 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.648
2023-08-05 19:55:34,222 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.650
2023-08-05 19:55:34,339 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.660
2023-08-05 19:55:34,457 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.666
2023-08-05 19:55:34,583 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.669
2023-08-05 19:55:34,701 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.683
2023-08-05 19:55:34,821 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.682
2023-08-05 19:55:34,939 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.688
2023-08-05 19:55:35,062 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.701
2023-08-05 19:55:35,179 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-05 19:55:35,298 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 19:55:35,415 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 19:55:35,533 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-05 19:55:35,652 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 19:55:35,769 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-05 19:55:35,897 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-05 19:55:36,017 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.694
2023-08-05 19:55:36,134 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-05 19:55:36,252 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 19:55:36,376 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-05 19:55:36,495 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-05 19:55:36,614 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.691
2023-08-05 19:55:36,734 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.687
2023-08-05 19:55:36,854 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.689
2023-08-05 19:55:36,972 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.687
2023-08-05 19:55:37,090 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.686
2023-08-05 19:55:37,209 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-05 19:55:37,327 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.688
2023-08-05 19:55:37,446 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.687
2023-08-05 19:55:37,565 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 19:55:37,683 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-05 19:55:37,801 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.687
2023-08-05 19:55:37,919 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.691
2023-08-05 19:55:38,036 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 19:55:38,157 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 19:55:38,276 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-05 19:55:38,393 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 19:55:38,511 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.695
2023-08-05 19:55:38,629 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.694
2023-08-05 19:55:38,747 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-05 19:55:38,863 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 19:55:38,980 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 19:55:39,098 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-05 19:55:39,214 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.708
2023-08-05 19:55:39,333 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-05 19:55:39,451 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.712
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2023-08-05 19:55:39,686 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-05 19:55:39,804 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-05 19:55:39,921 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-05 19:55:40,039 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.714
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2023-08-05 19:55:40,273 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.712
2023-08-05 19:55:40,391 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.710
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2023-08-05 19:55:40,629 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.702
2023-08-05 19:55:40,746 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.696
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2023-08-05 19:55:41,104 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.696
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2023-08-05 19:55:41,927 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.697
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2023-08-05 19:55:42,167 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.691
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2023-08-05 19:55:42,998 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-05 19:55:43,115 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-05 19:55:43,232 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.704
2023-08-05 19:55:43,351 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.705
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2023-08-05 19:55:51,252 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.696
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2023-08-05 19:56:25,968 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 19:56:26,088 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 19:56:26,206 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 19:56:26,324 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 19:56:26,439 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:26,557 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:26,674 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:26,792 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:26,910 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:27,029 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:27,146 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:27,264 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 19:56:27,382 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:27,500 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:27,620 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:27,738 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:27,855 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:27,974 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:28,093 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:28,208 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:28,326 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:28,446 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:28,565 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:28,683 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:28,808 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:28,926 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:29,048 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:29,170 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 19:56:29,290 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 19:56:29,409 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 19:56:29,528 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 19:56:29,646 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 19:56:29,764 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 19:56:29,883 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 19:56:30,010 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-05 19:56:30,128 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:30,255 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:30,378 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:30,496 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:30,616 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:30,733 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:30,850 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:30,975 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:31,095 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:31,213 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 19:56:47,333 semantic_segmentation INFO: Iters: 68810/150000 || Lr: 0.011511 || Task Loss: 0.2876 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:46:31 || Estimated Time: 1 day, 13:29:32
2023-08-05 19:57:03,299 semantic_segmentation INFO: Iters: 68820/150000 || Lr: 0.011510 || Task Loss: 0.1811 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:46:47 || Estimated Time: 1 day, 13:29:14
2023-08-05 19:57:19,299 semantic_segmentation INFO: Iters: 68830/150000 || Lr: 0.011508 || Task Loss: 0.2075 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:03 || Estimated Time: 1 day, 13:28:57
2023-08-05 19:57:35,361 semantic_segmentation INFO: Iters: 68840/150000 || Lr: 0.011507 || Task Loss: 0.2256 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:19 || Estimated Time: 1 day, 13:28:40
2023-08-05 19:57:51,356 semantic_segmentation INFO: Iters: 68850/150000 || Lr: 0.011506 || Task Loss: 0.3957 || KD Loss: 0.2125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:35 || Estimated Time: 1 day, 13:28:22
2023-08-05 19:58:07,476 semantic_segmentation INFO: Iters: 68860/150000 || Lr: 0.011504 || Task Loss: 0.1721 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:52 || Estimated Time: 1 day, 13:28:05
2023-08-05 19:58:23,519 semantic_segmentation INFO: Iters: 68870/150000 || Lr: 0.011503 || Task Loss: 0.3612 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:48:08 || Estimated Time: 1 day, 13:27:48
2023-08-05 19:58:39,543 semantic_segmentation INFO: Iters: 68880/150000 || Lr: 0.011502 || Task Loss: 0.3496 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:48:24 || Estimated Time: 1 day, 13:27:30
2023-08-05 19:58:55,573 semantic_segmentation INFO: Iters: 68890/150000 || Lr: 0.011501 || Task Loss: 0.3126 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:48:40 || Estimated Time: 1 day, 13:27:13
2023-08-05 19:59:11,529 semantic_segmentation INFO: Iters: 68900/150000 || Lr: 0.011499 || Task Loss: 0.2721 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:48:56 || Estimated Time: 1 day, 13:26:56
2023-08-05 19:59:27,429 semantic_segmentation INFO: Iters: 68910/150000 || Lr: 0.011498 || Task Loss: 0.2026 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:49:11 || Estimated Time: 1 day, 13:26:38
2023-08-05 19:59:43,338 semantic_segmentation INFO: Iters: 68920/150000 || Lr: 0.011497 || Task Loss: 0.2717 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:49:27 || Estimated Time: 1 day, 13:26:21
2023-08-05 19:59:59,250 semantic_segmentation INFO: Iters: 68930/150000 || Lr: 0.011495 || Task Loss: 0.2539 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:49:43 || Estimated Time: 1 day, 13:26:03
2023-08-05 20:00:15,173 semantic_segmentation INFO: Iters: 68940/150000 || Lr: 0.011494 || Task Loss: 0.2751 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:49:59 || Estimated Time: 1 day, 13:25:46
2023-08-05 20:00:31,060 semantic_segmentation INFO: Iters: 68950/150000 || Lr: 0.011493 || Task Loss: 0.1986 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:50:15 || Estimated Time: 1 day, 13:25:28
2023-08-05 20:00:46,964 semantic_segmentation INFO: Iters: 68960/150000 || Lr: 0.011492 || Task Loss: 0.2983 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:50:31 || Estimated Time: 1 day, 13:25:11
2023-08-05 20:01:02,897 semantic_segmentation INFO: Iters: 68970/150000 || Lr: 0.011490 || Task Loss: 0.1717 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:50:47 || Estimated Time: 1 day, 13:24:53
2023-08-05 20:01:18,864 semantic_segmentation INFO: Iters: 68980/150000 || Lr: 0.011489 || Task Loss: 0.2014 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:51:03 || Estimated Time: 1 day, 13:24:36
2023-08-05 20:01:34,764 semantic_segmentation INFO: Iters: 68990/150000 || Lr: 0.011488 || Task Loss: 0.2194 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:51:19 || Estimated Time: 1 day, 13:24:19
2023-08-05 20:01:50,806 semantic_segmentation INFO: Iters: 69000/150000 || Lr: 0.011487 || Task Loss: 0.3086 || KD Loss: 0.1787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:51:35 || Estimated Time: 1 day, 13:24:01
2023-08-05 20:02:06,865 semantic_segmentation INFO: Iters: 69010/150000 || Lr: 0.011485 || Task Loss: 0.2128 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:51:51 || Estimated Time: 1 day, 13:23:44
2023-08-05 20:02:22,811 semantic_segmentation INFO: Iters: 69020/150000 || Lr: 0.011484 || Task Loss: 0.3315 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:52:07 || Estimated Time: 1 day, 13:23:27
2023-08-05 20:02:38,764 semantic_segmentation INFO: Iters: 69030/150000 || Lr: 0.011483 || Task Loss: 0.1902 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:52:23 || Estimated Time: 1 day, 13:23:09
2023-08-05 20:02:54,721 semantic_segmentation INFO: Iters: 69040/150000 || Lr: 0.011481 || Task Loss: 0.3023 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:52:39 || Estimated Time: 1 day, 13:22:52
2023-08-05 20:03:10,580 semantic_segmentation INFO: Iters: 69050/150000 || Lr: 0.011480 || Task Loss: 0.1496 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:52:55 || Estimated Time: 1 day, 13:22:34
2023-08-05 20:03:26,476 semantic_segmentation INFO: Iters: 69060/150000 || Lr: 0.011479 || Task Loss: 0.2399 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:53:11 || Estimated Time: 1 day, 13:22:17
2023-08-05 20:03:42,374 semantic_segmentation INFO: Iters: 69070/150000 || Lr: 0.011478 || Task Loss: 0.2936 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:53:26 || Estimated Time: 1 day, 13:21:59
2023-08-05 20:03:58,304 semantic_segmentation INFO: Iters: 69080/150000 || Lr: 0.011476 || Task Loss: 0.2229 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:53:42 || Estimated Time: 1 day, 13:21:42
2023-08-05 20:04:14,205 semantic_segmentation INFO: Iters: 69090/150000 || Lr: 0.011475 || Task Loss: 0.2155 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:21:24
2023-08-05 20:04:30,098 semantic_segmentation INFO: Iters: 69100/150000 || Lr: 0.011474 || Task Loss: 0.2893 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:21:07
2023-08-05 20:04:45,990 semantic_segmentation INFO: Iters: 69110/150000 || Lr: 0.011472 || Task Loss: 0.2494 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:54:30 || Estimated Time: 1 day, 13:20:49
2023-08-05 20:05:01,892 semantic_segmentation INFO: Iters: 69120/150000 || Lr: 0.011471 || Task Loss: 0.2261 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:54:46 || Estimated Time: 1 day, 13:20:32
2023-08-05 20:05:18,134 semantic_segmentation INFO: Iters: 69130/150000 || Lr: 0.011470 || Task Loss: 0.2125 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:55:02 || Estimated Time: 1 day, 13:20:15
2023-08-05 20:05:34,394 semantic_segmentation INFO: Iters: 69140/150000 || Lr: 0.011469 || Task Loss: 0.3102 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:55:18 || Estimated Time: 1 day, 13:19:58
2023-08-05 20:05:50,379 semantic_segmentation INFO: Iters: 69150/150000 || Lr: 0.011467 || Task Loss: 0.2177 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:55:34 || Estimated Time: 1 day, 13:19:40
2023-08-05 20:06:06,399 semantic_segmentation INFO: Iters: 69160/150000 || Lr: 0.011466 || Task Loss: 0.2144 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:55:50 || Estimated Time: 1 day, 13:19:23
2023-08-05 20:06:22,324 semantic_segmentation INFO: Iters: 69170/150000 || Lr: 0.011465 || Task Loss: 0.2238 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:56:06 || Estimated Time: 1 day, 13:19:06
2023-08-05 20:06:38,220 semantic_segmentation INFO: Iters: 69180/150000 || Lr: 0.011464 || Task Loss: 0.2753 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:56:22 || Estimated Time: 1 day, 13:18:48
2023-08-05 20:06:54,228 semantic_segmentation INFO: Iters: 69190/150000 || Lr: 0.011462 || Task Loss: 0.2542 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:56:38 || Estimated Time: 1 day, 13:18:31
2023-08-05 20:07:10,207 semantic_segmentation INFO: Iters: 69200/150000 || Lr: 0.011461 || Task Loss: 0.2778 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:56:54 || Estimated Time: 1 day, 13:18:14
2023-08-05 20:07:26,145 semantic_segmentation INFO: Iters: 69210/150000 || Lr: 0.011460 || Task Loss: 0.2537 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:57:10 || Estimated Time: 1 day, 13:17:56
2023-08-05 20:07:42,128 semantic_segmentation INFO: Iters: 69220/150000 || Lr: 0.011458 || Task Loss: 0.2768 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:57:26 || Estimated Time: 1 day, 13:17:39
2023-08-05 20:07:58,035 semantic_segmentation INFO: Iters: 69230/150000 || Lr: 0.011457 || Task Loss: 0.3195 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:57:42 || Estimated Time: 1 day, 13:17:21
2023-08-05 20:08:13,911 semantic_segmentation INFO: Iters: 69240/150000 || Lr: 0.011456 || Task Loss: 0.3899 || KD Loss: 0.0958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:57:58 || Estimated Time: 1 day, 13:17:04
2023-08-05 20:08:29,871 semantic_segmentation INFO: Iters: 69250/150000 || Lr: 0.011455 || Task Loss: 0.2394 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:58:14 || Estimated Time: 1 day, 13:16:46
2023-08-05 20:08:45,805 semantic_segmentation INFO: Iters: 69260/150000 || Lr: 0.011453 || Task Loss: 0.5312 || KD Loss: 0.1711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:58:30 || Estimated Time: 1 day, 13:16:29
2023-08-05 20:09:01,802 semantic_segmentation INFO: Iters: 69270/150000 || Lr: 0.011452 || Task Loss: 0.2808 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:58:46 || Estimated Time: 1 day, 13:16:12
2023-08-05 20:09:17,724 semantic_segmentation INFO: Iters: 69280/150000 || Lr: 0.011451 || Task Loss: 0.2526 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:59:02 || Estimated Time: 1 day, 13:15:54
2023-08-05 20:09:33,652 semantic_segmentation INFO: Iters: 69290/150000 || Lr: 0.011450 || Task Loss: 0.2713 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:59:18 || Estimated Time: 1 day, 13:15:37
2023-08-05 20:09:49,609 semantic_segmentation INFO: Iters: 69300/150000 || Lr: 0.011448 || Task Loss: 0.2505 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:59:34 || Estimated Time: 1 day, 13:15:19
2023-08-05 20:10:05,645 semantic_segmentation INFO: Iters: 69310/150000 || Lr: 0.011447 || Task Loss: 0.2043 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:59:50 || Estimated Time: 1 day, 13:15:02
2023-08-05 20:10:21,668 semantic_segmentation INFO: Iters: 69320/150000 || Lr: 0.011446 || Task Loss: 0.2795 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:00:06 || Estimated Time: 1 day, 13:14:45
2023-08-05 20:10:37,718 semantic_segmentation INFO: Iters: 69330/150000 || Lr: 0.011444 || Task Loss: 0.3304 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:00:22 || Estimated Time: 1 day, 13:14:28
2023-08-05 20:10:53,681 semantic_segmentation INFO: Iters: 69340/150000 || Lr: 0.011443 || Task Loss: 0.3805 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:00:38 || Estimated Time: 1 day, 13:14:10
2023-08-05 20:11:09,623 semantic_segmentation INFO: Iters: 69350/150000 || Lr: 0.011442 || Task Loss: 0.2594 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:00:54 || Estimated Time: 1 day, 13:13:53
2023-08-05 20:11:25,651 semantic_segmentation INFO: Iters: 69360/150000 || Lr: 0.011441 || Task Loss: 0.2387 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:01:10 || Estimated Time: 1 day, 13:13:35
2023-08-05 20:11:41,778 semantic_segmentation INFO: Iters: 69370/150000 || Lr: 0.011439 || Task Loss: 0.1943 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:01:26 || Estimated Time: 1 day, 13:13:18
2023-08-05 20:11:57,826 semantic_segmentation INFO: Iters: 69380/150000 || Lr: 0.011438 || Task Loss: 0.2413 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:01:42 || Estimated Time: 1 day, 13:13:01
2023-08-05 20:12:13,856 semantic_segmentation INFO: Iters: 69390/150000 || Lr: 0.011437 || Task Loss: 0.2927 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:01:58 || Estimated Time: 1 day, 13:12:44
2023-08-05 20:12:29,939 semantic_segmentation INFO: Iters: 69400/150000 || Lr: 0.011435 || Task Loss: 0.2275 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:02:14 || Estimated Time: 1 day, 13:12:26
2023-08-05 20:12:45,921 semantic_segmentation INFO: Iters: 69410/150000 || Lr: 0.011434 || Task Loss: 0.2059 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:02:30 || Estimated Time: 1 day, 13:12:09
2023-08-05 20:13:02,023 semantic_segmentation INFO: Iters: 69420/150000 || Lr: 0.011433 || Task Loss: 0.3455 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:02:46 || Estimated Time: 1 day, 13:11:52
2023-08-05 20:13:18,147 semantic_segmentation INFO: Iters: 69430/150000 || Lr: 0.011432 || Task Loss: 0.2557 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:03:02 || Estimated Time: 1 day, 13:11:35
2023-08-05 20:13:34,215 semantic_segmentation INFO: Iters: 69440/150000 || Lr: 0.011430 || Task Loss: 0.2261 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:03:18 || Estimated Time: 1 day, 13:11:17
2023-08-05 20:13:50,238 semantic_segmentation INFO: Iters: 69450/150000 || Lr: 0.011429 || Task Loss: 0.3116 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0789|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:03:34 || Estimated Time: 1 day, 13:11:00
2023-08-05 20:14:06,245 semantic_segmentation INFO: Iters: 69460/150000 || Lr: 0.011428 || Task Loss: 0.1890 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:03:50 || Estimated Time: 1 day, 13:10:43
2023-08-05 20:14:22,212 semantic_segmentation INFO: Iters: 69470/150000 || Lr: 0.011427 || Task Loss: 0.2029 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:04:06 || Estimated Time: 1 day, 13:10:25
2023-08-05 20:14:38,279 semantic_segmentation INFO: Iters: 69480/150000 || Lr: 0.011425 || Task Loss: 0.3264 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:04:22 || Estimated Time: 1 day, 13:10:08
2023-08-05 20:14:54,396 semantic_segmentation INFO: Iters: 69490/150000 || Lr: 0.011424 || Task Loss: 0.3407 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:04:38 || Estimated Time: 1 day, 13:09:51
2023-08-05 20:15:10,475 semantic_segmentation INFO: Iters: 69500/150000 || Lr: 0.011423 || Task Loss: 0.4806 || KD Loss: 0.1499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:04:55 || Estimated Time: 1 day, 13:09:34
2023-08-05 20:15:26,516 semantic_segmentation INFO: Iters: 69510/150000 || Lr: 0.011421 || Task Loss: 0.1884 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:05:11 || Estimated Time: 1 day, 13:09:16
2023-08-05 20:15:42,715 semantic_segmentation INFO: Iters: 69520/150000 || Lr: 0.011420 || Task Loss: 0.1621 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:05:27 || Estimated Time: 1 day, 13:08:59
2023-08-05 20:15:58,774 semantic_segmentation INFO: Iters: 69530/150000 || Lr: 0.011419 || Task Loss: 0.1492 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:05:43 || Estimated Time: 1 day, 13:08:42
2023-08-05 20:16:14,815 semantic_segmentation INFO: Iters: 69540/150000 || Lr: 0.011418 || Task Loss: 0.3050 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:05:59 || Estimated Time: 1 day, 13:08:25
2023-08-05 20:16:30,839 semantic_segmentation INFO: Iters: 69550/150000 || Lr: 0.011416 || Task Loss: 0.3481 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:06:15 || Estimated Time: 1 day, 13:08:07
2023-08-05 20:16:46,830 semantic_segmentation INFO: Iters: 69560/150000 || Lr: 0.011415 || Task Loss: 0.2910 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:07:50
2023-08-05 20:17:02,812 semantic_segmentation INFO: Iters: 69570/150000 || Lr: 0.011414 || Task Loss: 0.2631 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 13:07:33
2023-08-05 20:17:18,961 semantic_segmentation INFO: Iters: 69580/150000 || Lr: 0.011412 || Task Loss: 0.2441 || KD Loss: 0.1531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:07:03 || Estimated Time: 1 day, 13:07:16
2023-08-05 20:17:35,138 semantic_segmentation INFO: Iters: 69590/150000 || Lr: 0.011411 || Task Loss: 0.3819 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:07:19 || Estimated Time: 1 day, 13:06:58
2023-08-05 20:17:51,263 semantic_segmentation INFO: Iters: 69600/150000 || Lr: 0.011410 || Task Loss: 0.1476 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:07:35 || Estimated Time: 1 day, 13:06:41
2023-08-05 20:17:51,357 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 20:17:52,153 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.409
2023-08-05 20:17:52,278 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.486
2023-08-05 20:17:52,397 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.504
2023-08-05 20:17:52,514 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.536
2023-08-05 20:17:52,630 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.525
2023-08-05 20:17:52,750 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.527
2023-08-05 20:17:52,868 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.562
2023-08-05 20:17:52,986 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.603
2023-08-05 20:17:53,104 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.653
2023-08-05 20:17:53,223 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.703
2023-08-05 20:17:53,346 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.711
2023-08-05 20:17:53,465 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.727
2023-08-05 20:17:53,584 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.729
2023-08-05 20:17:53,703 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.722
2023-08-05 20:17:53,821 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.718
2023-08-05 20:17:53,939 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.708
2023-08-05 20:17:54,056 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.711
2023-08-05 20:17:54,175 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.711
2023-08-05 20:17:54,294 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.717
2023-08-05 20:17:54,413 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.724
2023-08-05 20:17:54,530 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-05 20:17:54,649 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-05 20:17:54,768 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-05 20:17:54,886 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-05 20:17:55,005 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-05 20:17:55,123 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-05 20:17:55,240 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-05 20:17:55,359 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-05 20:17:55,477 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-05 20:17:55,595 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.733
2023-08-05 20:17:55,712 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 20:17:55,830 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 20:17:55,948 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 20:17:56,066 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-05 20:17:56,184 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 20:17:56,301 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.728
2023-08-05 20:17:56,419 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:17:56,537 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:17:56,655 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 20:17:56,772 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 20:17:56,889 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 20:17:57,007 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-05 20:17:57,125 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 20:17:57,245 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 20:17:57,364 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-05 20:17:57,483 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 20:17:57,604 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 20:17:57,726 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 20:17:57,847 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-05 20:17:57,966 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 20:17:58,084 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 20:17:58,203 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 20:17:58,320 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-05 20:17:58,437 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-05 20:17:58,554 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 20:17:58,673 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-05 20:17:58,790 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-05 20:17:58,908 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-05 20:17:59,026 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-05 20:17:59,143 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-05 20:17:59,261 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-05 20:17:59,380 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-05 20:17:59,498 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-05 20:17:59,616 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-05 20:17:59,735 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-05 20:17:59,853 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-05 20:17:59,974 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-05 20:18:00,092 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-05 20:18:00,209 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.748
2023-08-05 20:18:00,328 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-05 20:18:00,446 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-05 20:18:00,563 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-05 20:18:00,681 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-05 20:18:00,799 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-05 20:18:00,916 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-05 20:18:01,034 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-05 20:18:01,152 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-05 20:18:01,271 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-05 20:18:01,388 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-05 20:18:01,505 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-05 20:18:01,622 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-05 20:18:01,740 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-05 20:18:01,857 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-05 20:18:01,975 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-05 20:18:02,092 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.737
2023-08-05 20:18:02,210 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.737
2023-08-05 20:18:02,328 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.737
2023-08-05 20:18:02,446 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.737
2023-08-05 20:18:02,565 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.737
2023-08-05 20:18:02,687 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.737
2023-08-05 20:18:02,805 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.738
2023-08-05 20:18:02,926 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.737
2023-08-05 20:18:03,046 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 20:18:03,165 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-05 20:18:03,283 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.737
2023-08-05 20:18:03,400 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.737
2023-08-05 20:18:03,518 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.737
2023-08-05 20:18:03,636 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-05 20:18:03,752 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 20:18:03,869 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 20:18:03,986 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 20:18:04,104 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.732
2023-08-05 20:18:04,223 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:04,342 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:04,462 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:04,580 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:04,697 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:04,818 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 20:18:04,937 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 20:18:05,055 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.732
2023-08-05 20:18:05,173 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.732
2023-08-05 20:18:05,290 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:05,409 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:05,525 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:05,644 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-05 20:18:05,763 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-05 20:18:05,880 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 20:18:05,999 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 20:18:06,119 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.732
2023-08-05 20:18:06,237 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 20:18:06,354 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:06,472 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:06,590 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:06,707 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-05 20:18:06,825 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.732
2023-08-05 20:18:06,942 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 20:18:07,059 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 20:18:07,177 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 20:18:07,297 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 20:18:07,416 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-05 20:18:07,534 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-05 20:18:07,651 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-05 20:18:07,769 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-05 20:18:07,887 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 20:18:08,005 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 20:18:08,124 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 20:18:08,242 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 20:18:08,359 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-05 20:18:08,476 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-05 20:18:08,595 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-05 20:18:08,713 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 20:18:08,831 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 20:18:08,948 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-05 20:18:09,067 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-05 20:18:09,186 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-05 20:18:09,305 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-05 20:18:09,422 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-05 20:18:09,541 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-05 20:18:09,659 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-05 20:18:09,777 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-05 20:18:09,895 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-05 20:18:10,013 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-05 20:18:10,130 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-05 20:18:10,248 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-05 20:18:10,367 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-05 20:18:10,486 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-05 20:18:10,604 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-05 20:18:10,722 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-05 20:18:10,840 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-05 20:18:10,959 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.731
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2023-08-05 20:18:34,070 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:34,192 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:34,310 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:34,429 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:34,548 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:34,666 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:34,784 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:34,902 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:35,020 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:35,141 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:35,260 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:35,379 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-05 20:18:35,497 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:35,616 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 20:18:35,736 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-05 20:18:35,856 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 20:18:35,976 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 20:18:36,097 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:36,217 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:36,338 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:36,459 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 20:18:36,581 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 20:18:36,702 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 20:18:36,821 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 20:18:36,940 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:37,061 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:37,181 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:37,301 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:37,421 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:37,541 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:37,661 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 20:18:37,780 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-05 20:18:37,900 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-05 20:18:38,019 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-05 20:18:38,140 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-05 20:18:38,259 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-05 20:18:38,379 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:38,499 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:38,620 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:38,740 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:38,863 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:38,985 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:39,106 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:39,227 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:39,348 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:39,470 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:39,591 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:39,710 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:39,829 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:39,948 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:40,068 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-05 20:18:40,189 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-05 20:18:40,308 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-05 20:18:40,428 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:40,547 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:40,667 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:40,786 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:40,904 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:41,024 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:41,146 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:41,265 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:41,384 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:41,503 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:41,623 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:41,741 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:41,863 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 20:18:41,986 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:42,109 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:42,237 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:42,375 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:42,517 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:42,664 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:42,796 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:42,937 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:43,067 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:43,203 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:43,343 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 20:18:43,473 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:43,612 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:43,746 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:43,879 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:44,015 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:44,144 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:44,279 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:44,412 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:44,556 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:44,697 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:44,834 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:44,964 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:45,114 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:45,261 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 20:18:45,398 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-05 20:18:45,532 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 20:18:45,679 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 20:18:45,814 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 20:18:45,947 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 20:18:46,080 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 20:18:46,226 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 20:18:46,364 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:46,503 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:46,638 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:46,778 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:46,928 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:47,081 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:47,225 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:47,351 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:47,491 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:47,630 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 20:18:47,771 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:47,905 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:48,029 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:48,150 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:48,273 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:48,396 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:48,518 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:48,641 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:48,762 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:48,883 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:49,008 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:49,131 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:49,249 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:49,371 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:49,493 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:49,622 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:49,747 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:49,865 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:49,982 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:50,101 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:50,222 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:50,339 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:50,457 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:50,575 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 20:18:50,693 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:50,812 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:50,930 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:51,049 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:51,167 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:51,285 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:51,403 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:51,521 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:51,639 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:51,756 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:51,875 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:51,993 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 20:18:52,111 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 20:18:52,229 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 20:19:08,337 semantic_segmentation INFO: Iters: 69610/150000 || Lr: 0.011409 || Task Loss: 0.2073 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:08:52 || Estimated Time: 1 day, 13:07:34
2023-08-05 20:19:24,453 semantic_segmentation INFO: Iters: 69620/150000 || Lr: 0.011407 || Task Loss: 0.2015 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:09:08 || Estimated Time: 1 day, 13:07:17
2023-08-05 20:19:40,515 semantic_segmentation INFO: Iters: 69630/150000 || Lr: 0.011406 || Task Loss: 0.3241 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:09:25 || Estimated Time: 1 day, 13:07:00
2023-08-05 20:19:56,693 semantic_segmentation INFO: Iters: 69640/150000 || Lr: 0.011405 || Task Loss: 0.2594 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:09:41 || Estimated Time: 1 day, 13:06:43
2023-08-05 20:20:12,873 semantic_segmentation INFO: Iters: 69650/150000 || Lr: 0.011404 || Task Loss: 0.2225 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:09:57 || Estimated Time: 1 day, 13:06:26
2023-08-05 20:20:29,037 semantic_segmentation INFO: Iters: 69660/150000 || Lr: 0.011402 || Task Loss: 0.3370 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:10:13 || Estimated Time: 1 day, 13:06:09
2023-08-05 20:20:45,239 semantic_segmentation INFO: Iters: 69670/150000 || Lr: 0.011401 || Task Loss: 0.1583 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:10:29 || Estimated Time: 1 day, 13:05:51
2023-08-05 20:21:01,411 semantic_segmentation INFO: Iters: 69680/150000 || Lr: 0.011400 || Task Loss: 0.2285 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:10:45 || Estimated Time: 1 day, 13:05:34
2023-08-05 20:21:17,850 semantic_segmentation INFO: Iters: 69690/150000 || Lr: 0.011398 || Task Loss: 0.3516 || KD Loss: 0.1323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:11:02 || Estimated Time: 1 day, 13:05:17
2023-08-05 20:21:34,065 semantic_segmentation INFO: Iters: 69700/150000 || Lr: 0.011397 || Task Loss: 0.4820 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:11:18 || Estimated Time: 1 day, 13:05:00
2023-08-05 20:21:50,146 semantic_segmentation INFO: Iters: 69710/150000 || Lr: 0.011396 || Task Loss: 0.2709 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:11:34 || Estimated Time: 1 day, 13:04:43
2023-08-05 20:22:06,290 semantic_segmentation INFO: Iters: 69720/150000 || Lr: 0.011395 || Task Loss: 0.2278 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:11:50 || Estimated Time: 1 day, 13:04:26
2023-08-05 20:22:22,440 semantic_segmentation INFO: Iters: 69730/150000 || Lr: 0.011393 || Task Loss: 0.2050 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:12:06 || Estimated Time: 1 day, 13:04:09
2023-08-05 20:22:38,713 semantic_segmentation INFO: Iters: 69740/150000 || Lr: 0.011392 || Task Loss: 0.2406 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:12:23 || Estimated Time: 1 day, 13:03:52
2023-08-05 20:22:55,088 semantic_segmentation INFO: Iters: 69750/150000 || Lr: 0.011391 || Task Loss: 0.2741 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:12:39 || Estimated Time: 1 day, 13:03:35
2023-08-05 20:23:11,578 semantic_segmentation INFO: Iters: 69760/150000 || Lr: 0.011389 || Task Loss: 0.2035 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:12:56 || Estimated Time: 1 day, 13:03:18
2023-08-05 20:23:28,193 semantic_segmentation INFO: Iters: 69770/150000 || Lr: 0.011388 || Task Loss: 0.2818 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:13:12 || Estimated Time: 1 day, 13:03:01
2023-08-05 20:23:44,860 semantic_segmentation INFO: Iters: 69780/150000 || Lr: 0.011387 || Task Loss: 0.2083 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:13:29 || Estimated Time: 1 day, 13:02:45
2023-08-05 20:24:01,495 semantic_segmentation INFO: Iters: 69790/150000 || Lr: 0.011386 || Task Loss: 0.2005 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:13:46 || Estimated Time: 1 day, 13:02:28
2023-08-05 20:24:18,246 semantic_segmentation INFO: Iters: 69800/150000 || Lr: 0.011384 || Task Loss: 0.1890 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:14:02 || Estimated Time: 1 day, 13:02:12
2023-08-05 20:24:35,011 semantic_segmentation INFO: Iters: 69810/150000 || Lr: 0.011383 || Task Loss: 0.2467 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:14:19 || Estimated Time: 1 day, 13:01:55
2023-08-05 20:24:51,868 semantic_segmentation INFO: Iters: 69820/150000 || Lr: 0.011382 || Task Loss: 0.2226 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:14:36 || Estimated Time: 1 day, 13:01:39
2023-08-05 20:25:08,725 semantic_segmentation INFO: Iters: 69830/150000 || Lr: 0.011381 || Task Loss: 0.2240 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:14:53 || Estimated Time: 1 day, 13:01:22
2023-08-05 20:25:25,585 semantic_segmentation INFO: Iters: 69840/150000 || Lr: 0.011379 || Task Loss: 0.3167 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:15:10 || Estimated Time: 1 day, 13:01:06
2023-08-05 20:25:42,413 semantic_segmentation INFO: Iters: 69850/150000 || Lr: 0.011378 || Task Loss: 0.4284 || KD Loss: 0.2996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:15:26 || Estimated Time: 1 day, 13:00:50
2023-08-05 20:25:59,289 semantic_segmentation INFO: Iters: 69860/150000 || Lr: 0.011377 || Task Loss: 0.2140 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:15:43 || Estimated Time: 1 day, 13:00:33
2023-08-05 20:26:16,111 semantic_segmentation INFO: Iters: 69870/150000 || Lr: 0.011375 || Task Loss: 0.2932 || KD Loss: 0.1004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:16:00 || Estimated Time: 1 day, 13:00:17
2023-08-05 20:26:33,036 semantic_segmentation INFO: Iters: 69880/150000 || Lr: 0.011374 || Task Loss: 0.2678 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:16:17 || Estimated Time: 1 day, 13:00:01
2023-08-05 20:26:49,888 semantic_segmentation INFO: Iters: 69890/150000 || Lr: 0.011373 || Task Loss: 0.1950 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:16:34 || Estimated Time: 1 day, 12:59:44
2023-08-05 20:27:06,768 semantic_segmentation INFO: Iters: 69900/150000 || Lr: 0.011372 || Task Loss: 0.2227 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:16:51 || Estimated Time: 1 day, 12:59:28
2023-08-05 20:27:23,568 semantic_segmentation INFO: Iters: 69910/150000 || Lr: 0.011370 || Task Loss: 0.1821 || KD Loss: 0.1628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:17:08 || Estimated Time: 1 day, 12:59:12
2023-08-05 20:27:40,475 semantic_segmentation INFO: Iters: 69920/150000 || Lr: 0.011369 || Task Loss: 0.1792 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:17:25 || Estimated Time: 1 day, 12:58:55
2023-08-05 20:27:57,370 semantic_segmentation INFO: Iters: 69930/150000 || Lr: 0.011368 || Task Loss: 0.1879 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:17:41 || Estimated Time: 1 day, 12:58:39
2023-08-05 20:28:14,216 semantic_segmentation INFO: Iters: 69940/150000 || Lr: 0.011367 || Task Loss: 0.3402 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:17:58 || Estimated Time: 1 day, 12:58:23
2023-08-05 20:28:31,035 semantic_segmentation INFO: Iters: 69950/150000 || Lr: 0.011365 || Task Loss: 0.1785 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:18:15 || Estimated Time: 1 day, 12:58:06
2023-08-05 20:28:47,910 semantic_segmentation INFO: Iters: 69960/150000 || Lr: 0.011364 || Task Loss: 0.2302 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:18:32 || Estimated Time: 1 day, 12:57:50
2023-08-05 20:29:04,733 semantic_segmentation INFO: Iters: 69970/150000 || Lr: 0.011363 || Task Loss: 0.2146 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:18:49 || Estimated Time: 1 day, 12:57:33
2023-08-05 20:29:21,619 semantic_segmentation INFO: Iters: 69980/150000 || Lr: 0.011361 || Task Loss: 0.1557 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:19:06 || Estimated Time: 1 day, 12:57:17
2023-08-05 20:29:38,400 semantic_segmentation INFO: Iters: 69990/150000 || Lr: 0.011360 || Task Loss: 0.1757 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:19:22 || Estimated Time: 1 day, 12:57:01
2023-08-05 20:29:55,255 semantic_segmentation INFO: Iters: 70000/150000 || Lr: 0.011359 || Task Loss: 0.1671 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:19:39 || Estimated Time: 1 day, 12:56:44
2023-08-05 20:30:12,105 semantic_segmentation INFO: Iters: 70010/150000 || Lr: 0.011358 || Task Loss: 0.2033 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:19:56 || Estimated Time: 1 day, 12:56:28
2023-08-05 20:30:28,957 semantic_segmentation INFO: Iters: 70020/150000 || Lr: 0.011356 || Task Loss: 0.1778 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:20:13 || Estimated Time: 1 day, 12:56:12
2023-08-05 20:30:45,749 semantic_segmentation INFO: Iters: 70030/150000 || Lr: 0.011355 || Task Loss: 0.1465 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:20:30 || Estimated Time: 1 day, 12:55:55
2023-08-05 20:31:02,501 semantic_segmentation INFO: Iters: 70040/150000 || Lr: 0.011354 || Task Loss: 0.2120 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:20:47 || Estimated Time: 1 day, 12:55:39
2023-08-05 20:31:19,297 semantic_segmentation INFO: Iters: 70050/150000 || Lr: 0.011352 || Task Loss: 0.1819 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:21:03 || Estimated Time: 1 day, 12:55:22
2023-08-05 20:31:36,124 semantic_segmentation INFO: Iters: 70060/150000 || Lr: 0.011351 || Task Loss: 0.2448 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:21:20 || Estimated Time: 1 day, 12:55:06
2023-08-05 20:31:52,950 semantic_segmentation INFO: Iters: 70070/150000 || Lr: 0.011350 || Task Loss: 0.2277 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:21:37 || Estimated Time: 1 day, 12:54:49
2023-08-05 20:32:09,773 semantic_segmentation INFO: Iters: 70080/150000 || Lr: 0.011349 || Task Loss: 0.1866 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:21:54 || Estimated Time: 1 day, 12:54:33
2023-08-05 20:32:26,513 semantic_segmentation INFO: Iters: 70090/150000 || Lr: 0.011347 || Task Loss: 0.3612 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:22:11 || Estimated Time: 1 day, 12:54:17
2023-08-05 20:32:43,357 semantic_segmentation INFO: Iters: 70100/150000 || Lr: 0.011346 || Task Loss: 0.2240 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:22:27 || Estimated Time: 1 day, 12:54:00
2023-08-05 20:33:00,175 semantic_segmentation INFO: Iters: 70110/150000 || Lr: 0.011345 || Task Loss: 0.1916 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:22:44 || Estimated Time: 1 day, 12:53:44
2023-08-05 20:33:16,968 semantic_segmentation INFO: Iters: 70120/150000 || Lr: 0.011343 || Task Loss: 0.2794 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:23:01 || Estimated Time: 1 day, 12:53:27
2023-08-05 20:33:33,704 semantic_segmentation INFO: Iters: 70130/150000 || Lr: 0.011342 || Task Loss: 0.2435 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:23:18 || Estimated Time: 1 day, 12:53:11
2023-08-05 20:33:50,501 semantic_segmentation INFO: Iters: 70140/150000 || Lr: 0.011341 || Task Loss: 0.1612 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:23:35 || Estimated Time: 1 day, 12:52:54
2023-08-05 20:34:07,224 semantic_segmentation INFO: Iters: 70150/150000 || Lr: 0.011340 || Task Loss: 0.2826 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:23:51 || Estimated Time: 1 day, 12:52:38
2023-08-05 20:34:24,001 semantic_segmentation INFO: Iters: 70160/150000 || Lr: 0.011338 || Task Loss: 0.4970 || KD Loss: 0.2227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:24:08 || Estimated Time: 1 day, 12:52:21
2023-08-05 20:34:40,733 semantic_segmentation INFO: Iters: 70170/150000 || Lr: 0.011337 || Task Loss: 0.2582 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:24:25 || Estimated Time: 1 day, 12:52:05
2023-08-05 20:34:57,486 semantic_segmentation INFO: Iters: 70180/150000 || Lr: 0.011336 || Task Loss: 0.1651 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:24:42 || Estimated Time: 1 day, 12:51:48
2023-08-05 20:35:14,250 semantic_segmentation INFO: Iters: 70190/150000 || Lr: 0.011335 || Task Loss: 0.1935 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:24:58 || Estimated Time: 1 day, 12:51:32
2023-08-05 20:35:31,052 semantic_segmentation INFO: Iters: 70200/150000 || Lr: 0.011333 || Task Loss: 0.3344 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:25:15 || Estimated Time: 1 day, 12:51:16
2023-08-05 20:35:47,775 semantic_segmentation INFO: Iters: 70210/150000 || Lr: 0.011332 || Task Loss: 0.2385 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:25:32 || Estimated Time: 1 day, 12:50:59
2023-08-05 20:36:04,537 semantic_segmentation INFO: Iters: 70220/150000 || Lr: 0.011331 || Task Loss: 0.2461 || KD Loss: 0.2384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:25:49 || Estimated Time: 1 day, 12:50:43
2023-08-05 20:36:21,301 semantic_segmentation INFO: Iters: 70230/150000 || Lr: 0.011329 || Task Loss: 0.2070 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:26:05 || Estimated Time: 1 day, 12:50:26
2023-08-05 20:36:38,119 semantic_segmentation INFO: Iters: 70240/150000 || Lr: 0.011328 || Task Loss: 0.2715 || KD Loss: 0.0948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:26:22 || Estimated Time: 1 day, 12:50:10
2023-08-05 20:36:54,936 semantic_segmentation INFO: Iters: 70250/150000 || Lr: 0.011327 || Task Loss: 0.3455 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:26:39 || Estimated Time: 1 day, 12:49:53
2023-08-05 20:37:11,740 semantic_segmentation INFO: Iters: 70260/150000 || Lr: 0.011326 || Task Loss: 0.2077 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:26:56 || Estimated Time: 1 day, 12:49:37
2023-08-05 20:37:28,507 semantic_segmentation INFO: Iters: 70270/150000 || Lr: 0.011324 || Task Loss: 0.2334 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:27:13 || Estimated Time: 1 day, 12:49:20
2023-08-05 20:37:45,299 semantic_segmentation INFO: Iters: 70280/150000 || Lr: 0.011323 || Task Loss: 0.3501 || KD Loss: 0.1747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:27:29 || Estimated Time: 1 day, 12:49:04
2023-08-05 20:38:02,107 semantic_segmentation INFO: Iters: 70290/150000 || Lr: 0.011322 || Task Loss: 0.3905 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:27:46 || Estimated Time: 1 day, 12:48:48
2023-08-05 20:38:18,890 semantic_segmentation INFO: Iters: 70300/150000 || Lr: 0.011320 || Task Loss: 0.2186 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:28:03 || Estimated Time: 1 day, 12:48:31
2023-08-05 20:38:35,689 semantic_segmentation INFO: Iters: 70310/150000 || Lr: 0.011319 || Task Loss: 0.2489 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:28:20 || Estimated Time: 1 day, 12:48:15
2023-08-05 20:38:52,436 semantic_segmentation INFO: Iters: 70320/150000 || Lr: 0.011318 || Task Loss: 0.4001 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:28:36 || Estimated Time: 1 day, 12:47:58
2023-08-05 20:39:09,286 semantic_segmentation INFO: Iters: 70330/150000 || Lr: 0.011317 || Task Loss: 0.3353 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:28:53 || Estimated Time: 1 day, 12:47:42
2023-08-05 20:39:26,138 semantic_segmentation INFO: Iters: 70340/150000 || Lr: 0.011315 || Task Loss: 0.2491 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:29:10 || Estimated Time: 1 day, 12:47:25
2023-08-05 20:39:42,987 semantic_segmentation INFO: Iters: 70350/150000 || Lr: 0.011314 || Task Loss: 0.2271 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:29:27 || Estimated Time: 1 day, 12:47:09
2023-08-05 20:39:59,813 semantic_segmentation INFO: Iters: 70360/150000 || Lr: 0.011313 || Task Loss: 0.2545 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:29:44 || Estimated Time: 1 day, 12:46:53
2023-08-05 20:40:16,681 semantic_segmentation INFO: Iters: 70370/150000 || Lr: 0.011312 || Task Loss: 0.3045 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:30:01 || Estimated Time: 1 day, 12:46:36
2023-08-05 20:40:33,773 semantic_segmentation INFO: Iters: 70380/150000 || Lr: 0.011310 || Task Loss: 0.2390 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:30:18 || Estimated Time: 1 day, 12:46:20
2023-08-05 20:40:50,653 semantic_segmentation INFO: Iters: 70390/150000 || Lr: 0.011309 || Task Loss: 0.4097 || KD Loss: 0.2557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:30:35 || Estimated Time: 1 day, 12:46:04
2023-08-05 20:41:07,455 semantic_segmentation INFO: Iters: 70400/150000 || Lr: 0.011308 || Task Loss: 0.2875 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:30:51 || Estimated Time: 1 day, 12:45:47
2023-08-05 20:41:07,541 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 20:41:08,417 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.402
2023-08-05 20:41:08,538 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.487
2023-08-05 20:41:08,656 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.503
2023-08-05 20:41:08,777 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.537
2023-08-05 20:41:08,900 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.529
2023-08-05 20:41:09,023 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.529
2023-08-05 20:41:09,147 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.521
2023-08-05 20:41:09,270 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.559
2023-08-05 20:41:09,392 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.607
2023-08-05 20:41:09,518 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.659
2023-08-05 20:41:09,640 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.666
2023-08-05 20:41:09,761 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.678
2023-08-05 20:41:09,882 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.686
2023-08-05 20:41:10,009 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.681
2023-08-05 20:41:10,140 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.677
2023-08-05 20:41:10,259 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.666
2023-08-05 20:41:10,377 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.670
2023-08-05 20:41:10,496 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.676
2023-08-05 20:41:10,614 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.686
2023-08-05 20:41:10,733 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.693
2023-08-05 20:41:10,856 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.693
2023-08-05 20:41:10,979 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.678
2023-08-05 20:41:11,104 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.677
2023-08-05 20:41:11,225 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.684
2023-08-05 20:41:11,347 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.698
2023-08-05 20:41:11,467 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-05 20:41:11,589 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-05 20:41:11,711 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-05 20:41:11,831 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-05 20:41:11,949 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-05 20:41:12,071 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 20:41:12,194 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 20:41:12,316 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.707
2023-08-05 20:41:12,435 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.705
2023-08-05 20:41:12,554 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.705
2023-08-05 20:41:12,676 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 20:41:12,801 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-05 20:41:12,927 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-05 20:41:13,053 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-05 20:41:13,176 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-05 20:41:13,300 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.694
2023-08-05 20:41:13,421 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-05 20:41:13,542 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 20:41:13,663 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-05 20:41:13,783 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-05 20:41:13,912 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 20:41:14,046 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-05 20:41:14,170 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-05 20:41:14,295 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-05 20:41:14,417 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.698
2023-08-05 20:41:14,539 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-05 20:41:14,664 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 20:41:14,786 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 20:41:14,906 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-05 20:41:15,026 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 20:41:15,151 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-05 20:41:15,277 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.707
2023-08-05 20:41:15,401 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.713
2023-08-05 20:41:15,522 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-05 20:41:15,641 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-05 20:41:15,764 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-05 20:41:15,889 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-05 20:41:16,011 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-05 20:41:16,131 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-05 20:41:16,249 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.722
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2023-08-05 20:41:16,510 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.721
2023-08-05 20:41:16,636 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-05 20:41:16,763 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.721
2023-08-05 20:41:16,897 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.721
2023-08-05 20:41:17,017 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-05 20:41:17,137 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-05 20:41:17,257 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-05 20:41:17,380 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.715
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2023-08-05 20:41:18,742 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.710
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2023-08-05 20:41:19,101 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.711
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2023-08-05 20:41:19,594 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.711
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2023-08-05 20:41:19,838 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 20:41:19,960 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.711
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2023-08-05 20:41:20,206 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.710
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2023-08-05 20:41:20,700 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.709
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2023-08-05 20:41:23,524 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.710
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2023-08-05 20:41:27,927 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-05 20:41:28,047 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-05 20:41:28,168 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.705
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2023-08-05 20:42:04,252 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 20:42:04,374 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 20:42:04,495 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 20:42:04,617 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 20:42:04,739 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-05 20:42:04,855 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 20:42:04,973 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 20:42:05,100 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 20:42:05,234 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 20:42:05,355 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 20:42:05,477 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 20:42:05,598 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-05 20:42:05,721 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:05,849 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:05,974 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:06,099 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:06,218 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:06,340 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:06,463 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:06,585 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:06,701 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:06,822 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:06,950 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:07,084 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:07,205 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:07,326 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:07,446 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:07,569 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:07,697 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:07,822 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:07,945 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:08,063 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 20:42:08,187 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:08,312 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:08,435 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:08,556 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:08,675 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:08,802 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:08,931 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:09,055 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:09,182 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:09,309 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 20:42:09,428 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-05 20:42:09,547 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-05 20:42:09,665 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-05 20:42:09,782 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-05 20:42:26,755 semantic_segmentation INFO: Iters: 70410/150000 || Lr: 0.011306 || Task Loss: 0.2175 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:32:11 || Estimated Time: 1 day, 12:46:42
2023-08-05 20:42:43,560 semantic_segmentation INFO: Iters: 70420/150000 || Lr: 0.011305 || Task Loss: 0.2292 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:32:28 || Estimated Time: 1 day, 12:46:25
2023-08-05 20:43:00,418 semantic_segmentation INFO: Iters: 70430/150000 || Lr: 0.011304 || Task Loss: 0.2205 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:32:44 || Estimated Time: 1 day, 12:46:09
2023-08-05 20:43:17,230 semantic_segmentation INFO: Iters: 70440/150000 || Lr: 0.011303 || Task Loss: 0.2184 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:33:01 || Estimated Time: 1 day, 12:45:52
2023-08-05 20:43:34,081 semantic_segmentation INFO: Iters: 70450/150000 || Lr: 0.011301 || Task Loss: 0.1542 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:33:18 || Estimated Time: 1 day, 12:45:36
2023-08-05 20:43:50,936 semantic_segmentation INFO: Iters: 70460/150000 || Lr: 0.011300 || Task Loss: 0.1324 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:33:35 || Estimated Time: 1 day, 12:45:20
2023-08-05 20:44:07,811 semantic_segmentation INFO: Iters: 70470/150000 || Lr: 0.011299 || Task Loss: 0.1870 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:33:52 || Estimated Time: 1 day, 12:45:03
2023-08-05 20:44:24,616 semantic_segmentation INFO: Iters: 70480/150000 || Lr: 0.011297 || Task Loss: 0.2833 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:34:09 || Estimated Time: 1 day, 12:44:47
2023-08-05 20:44:41,454 semantic_segmentation INFO: Iters: 70490/150000 || Lr: 0.011296 || Task Loss: 0.1627 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:34:25 || Estimated Time: 1 day, 12:44:30
2023-08-05 20:44:58,240 semantic_segmentation INFO: Iters: 70500/150000 || Lr: 0.011295 || Task Loss: 0.2059 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:34:42 || Estimated Time: 1 day, 12:44:14
2023-08-05 20:45:15,066 semantic_segmentation INFO: Iters: 70510/150000 || Lr: 0.011294 || Task Loss: 0.3534 || KD Loss: 0.1434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:34:59 || Estimated Time: 1 day, 12:43:58
2023-08-05 20:45:31,853 semantic_segmentation INFO: Iters: 70520/150000 || Lr: 0.011292 || Task Loss: 0.1873 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:35:16 || Estimated Time: 1 day, 12:43:41
2023-08-05 20:45:48,909 semantic_segmentation INFO: Iters: 70530/150000 || Lr: 0.011291 || Task Loss: 0.2805 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:35:33 || Estimated Time: 1 day, 12:43:25
2023-08-05 20:46:05,909 semantic_segmentation INFO: Iters: 70540/150000 || Lr: 0.011290 || Task Loss: 0.2103 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:35:50 || Estimated Time: 1 day, 12:43:09
2023-08-05 20:46:22,754 semantic_segmentation INFO: Iters: 70550/150000 || Lr: 0.011289 || Task Loss: 0.1055 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:36:07 || Estimated Time: 1 day, 12:42:52
2023-08-05 20:46:39,514 semantic_segmentation INFO: Iters: 70560/150000 || Lr: 0.011287 || Task Loss: 0.1594 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:36:24 || Estimated Time: 1 day, 12:42:36
2023-08-05 20:46:56,277 semantic_segmentation INFO: Iters: 70570/150000 || Lr: 0.011286 || Task Loss: 0.2493 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:36:40 || Estimated Time: 1 day, 12:42:19
2023-08-05 20:47:13,061 semantic_segmentation INFO: Iters: 70580/150000 || Lr: 0.011285 || Task Loss: 0.2884 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:36:57 || Estimated Time: 1 day, 12:42:03
2023-08-05 20:47:29,888 semantic_segmentation INFO: Iters: 70590/150000 || Lr: 0.011283 || Task Loss: 0.3155 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:37:14 || Estimated Time: 1 day, 12:41:46
2023-08-05 20:47:46,733 semantic_segmentation INFO: Iters: 70600/150000 || Lr: 0.011282 || Task Loss: 0.3006 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:37:31 || Estimated Time: 1 day, 12:41:30
2023-08-05 20:48:03,506 semantic_segmentation INFO: Iters: 70610/150000 || Lr: 0.011281 || Task Loss: 0.2190 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:41:13
2023-08-05 20:48:20,313 semantic_segmentation INFO: Iters: 70620/150000 || Lr: 0.011280 || Task Loss: 0.2841 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:38:04 || Estimated Time: 1 day, 12:40:57
2023-08-05 20:48:37,173 semantic_segmentation INFO: Iters: 70630/150000 || Lr: 0.011278 || Task Loss: 0.3076 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:40:41
2023-08-05 20:48:53,853 semantic_segmentation INFO: Iters: 70640/150000 || Lr: 0.011277 || Task Loss: 0.3102 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:40:24
2023-08-05 20:49:10,619 semantic_segmentation INFO: Iters: 70650/150000 || Lr: 0.011276 || Task Loss: 0.3535 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:38:55 || Estimated Time: 1 day, 12:40:08
2023-08-05 20:49:27,365 semantic_segmentation INFO: Iters: 70660/150000 || Lr: 0.011274 || Task Loss: 0.1897 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:39:51
2023-08-05 20:49:44,165 semantic_segmentation INFO: Iters: 70670/150000 || Lr: 0.011273 || Task Loss: 0.3920 || KD Loss: 0.1544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:39:28 || Estimated Time: 1 day, 12:39:35
2023-08-05 20:50:00,946 semantic_segmentation INFO: Iters: 70680/150000 || Lr: 0.011272 || Task Loss: 0.2552 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:39:45 || Estimated Time: 1 day, 12:39:18
2023-08-05 20:50:17,748 semantic_segmentation INFO: Iters: 70690/150000 || Lr: 0.011271 || Task Loss: 0.3185 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:40:02 || Estimated Time: 1 day, 12:39:02
2023-08-05 20:50:34,552 semantic_segmentation INFO: Iters: 70700/150000 || Lr: 0.011269 || Task Loss: 0.1753 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:40:19 || Estimated Time: 1 day, 12:38:45
2023-08-05 20:50:51,342 semantic_segmentation INFO: Iters: 70710/150000 || Lr: 0.011268 || Task Loss: 0.3219 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:40:35 || Estimated Time: 1 day, 12:38:29
2023-08-05 20:51:08,070 semantic_segmentation INFO: Iters: 70720/150000 || Lr: 0.011267 || Task Loss: 0.3311 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:40:52 || Estimated Time: 1 day, 12:38:12
2023-08-05 20:51:24,855 semantic_segmentation INFO: Iters: 70730/150000 || Lr: 0.011266 || Task Loss: 0.2024 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:37:56
2023-08-05 20:51:41,606 semantic_segmentation INFO: Iters: 70740/150000 || Lr: 0.011264 || Task Loss: 0.2006 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:41:26 || Estimated Time: 1 day, 12:37:39
2023-08-05 20:51:58,409 semantic_segmentation INFO: Iters: 70750/150000 || Lr: 0.011263 || Task Loss: 0.2727 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:37:23
2023-08-05 20:52:15,141 semantic_segmentation INFO: Iters: 70760/150000 || Lr: 0.011262 || Task Loss: 0.1921 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:41:59 || Estimated Time: 1 day, 12:37:06
2023-08-05 20:52:31,876 semantic_segmentation INFO: Iters: 70770/150000 || Lr: 0.011260 || Task Loss: 0.1966 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:42:16 || Estimated Time: 1 day, 12:36:50
2023-08-05 20:52:48,663 semantic_segmentation INFO: Iters: 70780/150000 || Lr: 0.011259 || Task Loss: 0.1888 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:42:33 || Estimated Time: 1 day, 12:36:33
2023-08-05 20:53:05,436 semantic_segmentation INFO: Iters: 70790/150000 || Lr: 0.011258 || Task Loss: 0.3449 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:42:49 || Estimated Time: 1 day, 12:36:17
2023-08-05 20:53:22,116 semantic_segmentation INFO: Iters: 70800/150000 || Lr: 0.011257 || Task Loss: 0.2519 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:43:06 || Estimated Time: 1 day, 12:36:00
2023-08-05 20:53:38,906 semantic_segmentation INFO: Iters: 70810/150000 || Lr: 0.011255 || Task Loss: 0.5453 || KD Loss: 0.1974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:43:23 || Estimated Time: 1 day, 12:35:44
2023-08-05 20:53:55,651 semantic_segmentation INFO: Iters: 70820/150000 || Lr: 0.011254 || Task Loss: 0.2684 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:43:40 || Estimated Time: 1 day, 12:35:27
2023-08-05 20:54:12,440 semantic_segmentation INFO: Iters: 70830/150000 || Lr: 0.011253 || Task Loss: 0.2252 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:43:56 || Estimated Time: 1 day, 12:35:11
2023-08-05 20:54:29,189 semantic_segmentation INFO: Iters: 70840/150000 || Lr: 0.011251 || Task Loss: 0.2053 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:44:13 || Estimated Time: 1 day, 12:34:54
2023-08-05 20:54:46,031 semantic_segmentation INFO: Iters: 70850/150000 || Lr: 0.011250 || Task Loss: 0.3671 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:34:38
2023-08-05 20:55:02,935 semantic_segmentation INFO: Iters: 70860/150000 || Lr: 0.011249 || Task Loss: 0.2185 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:34:22
2023-08-05 20:55:19,803 semantic_segmentation INFO: Iters: 70870/150000 || Lr: 0.011248 || Task Loss: 0.2506 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:45:04 || Estimated Time: 1 day, 12:34:05
2023-08-05 20:55:36,587 semantic_segmentation INFO: Iters: 70880/150000 || Lr: 0.011246 || Task Loss: 0.2124 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:45:21 || Estimated Time: 1 day, 12:33:49
2023-08-05 20:55:53,394 semantic_segmentation INFO: Iters: 70890/150000 || Lr: 0.011245 || Task Loss: 0.4033 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:45:37 || Estimated Time: 1 day, 12:33:32
2023-08-05 20:56:10,257 semantic_segmentation INFO: Iters: 70900/150000 || Lr: 0.011244 || Task Loss: 0.1643 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:45:54 || Estimated Time: 1 day, 12:33:16
2023-08-05 20:56:27,146 semantic_segmentation INFO: Iters: 70910/150000 || Lr: 0.011242 || Task Loss: 0.2376 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:46:11 || Estimated Time: 1 day, 12:32:59
2023-08-05 20:56:43,980 semantic_segmentation INFO: Iters: 70920/150000 || Lr: 0.011241 || Task Loss: 0.2442 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:46:28 || Estimated Time: 1 day, 12:32:43
2023-08-05 20:57:00,790 semantic_segmentation INFO: Iters: 70930/150000 || Lr: 0.011240 || Task Loss: 0.2185 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:46:45 || Estimated Time: 1 day, 12:32:27
2023-08-05 20:57:17,563 semantic_segmentation INFO: Iters: 70940/150000 || Lr: 0.011239 || Task Loss: 0.1103 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:47:02 || Estimated Time: 1 day, 12:32:10
2023-08-05 20:57:34,369 semantic_segmentation INFO: Iters: 70950/150000 || Lr: 0.011237 || Task Loss: 0.2541 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:47:18 || Estimated Time: 1 day, 12:31:54
2023-08-05 20:57:51,176 semantic_segmentation INFO: Iters: 70960/150000 || Lr: 0.011236 || Task Loss: 0.2469 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:47:35 || Estimated Time: 1 day, 12:31:37
2023-08-05 20:58:07,958 semantic_segmentation INFO: Iters: 70970/150000 || Lr: 0.011235 || Task Loss: 0.6934 || KD Loss: 0.3958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:47:52 || Estimated Time: 1 day, 12:31:21
2023-08-05 20:58:24,706 semantic_segmentation INFO: Iters: 70980/150000 || Lr: 0.011234 || Task Loss: 0.2739 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:48:09 || Estimated Time: 1 day, 12:31:04
2023-08-05 20:58:41,534 semantic_segmentation INFO: Iters: 70990/150000 || Lr: 0.011232 || Task Loss: 0.2408 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:48:26 || Estimated Time: 1 day, 12:30:48
2023-08-05 20:58:58,342 semantic_segmentation INFO: Iters: 71000/150000 || Lr: 0.011231 || Task Loss: 0.1742 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:48:42 || Estimated Time: 1 day, 12:30:31
2023-08-05 20:59:15,120 semantic_segmentation INFO: Iters: 71010/150000 || Lr: 0.011230 || Task Loss: 0.2803 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:48:59 || Estimated Time: 1 day, 12:30:15
2023-08-05 20:59:31,920 semantic_segmentation INFO: Iters: 71020/150000 || Lr: 0.011228 || Task Loss: 0.3404 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:49:16 || Estimated Time: 1 day, 12:29:58
2023-08-05 20:59:48,717 semantic_segmentation INFO: Iters: 71030/150000 || Lr: 0.011227 || Task Loss: 0.1568 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:49:33 || Estimated Time: 1 day, 12:29:42
2023-08-05 21:00:05,511 semantic_segmentation INFO: Iters: 71040/150000 || Lr: 0.011226 || Task Loss: 0.2678 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:49:50 || Estimated Time: 1 day, 12:29:26
2023-08-05 21:00:22,310 semantic_segmentation INFO: Iters: 71050/150000 || Lr: 0.011225 || Task Loss: 0.2382 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:50:06 || Estimated Time: 1 day, 12:29:09
2023-08-05 21:00:39,512 semantic_segmentation INFO: Iters: 71060/150000 || Lr: 0.011223 || Task Loss: 0.5474 || KD Loss: 0.2522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:50:24 || Estimated Time: 1 day, 12:28:53
2023-08-05 21:00:56,261 semantic_segmentation INFO: Iters: 71070/150000 || Lr: 0.011222 || Task Loss: 0.2225 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:50:40 || Estimated Time: 1 day, 12:28:37
2023-08-05 21:01:13,019 semantic_segmentation INFO: Iters: 71080/150000 || Lr: 0.011221 || Task Loss: 0.3005 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:50:57 || Estimated Time: 1 day, 12:28:20
2023-08-05 21:01:29,756 semantic_segmentation INFO: Iters: 71090/150000 || Lr: 0.011219 || Task Loss: 0.2026 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:51:14 || Estimated Time: 1 day, 12:28:04
2023-08-05 21:01:46,585 semantic_segmentation INFO: Iters: 71100/150000 || Lr: 0.011218 || Task Loss: 0.2242 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:51:31 || Estimated Time: 1 day, 12:27:47
2023-08-05 21:02:03,421 semantic_segmentation INFO: Iters: 71110/150000 || Lr: 0.011217 || Task Loss: 0.2458 || KD Loss: 0.2771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:51:47 || Estimated Time: 1 day, 12:27:31
2023-08-05 21:02:20,233 semantic_segmentation INFO: Iters: 71120/150000 || Lr: 0.011216 || Task Loss: 0.2323 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:52:04 || Estimated Time: 1 day, 12:27:14
2023-08-05 21:02:36,930 semantic_segmentation INFO: Iters: 71130/150000 || Lr: 0.011214 || Task Loss: 0.3030 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:52:21 || Estimated Time: 1 day, 12:26:58
2023-08-05 21:02:53,665 semantic_segmentation INFO: Iters: 71140/150000 || Lr: 0.011213 || Task Loss: 0.2786 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:52:38 || Estimated Time: 1 day, 12:26:41
2023-08-05 21:03:10,446 semantic_segmentation INFO: Iters: 71150/150000 || Lr: 0.011212 || Task Loss: 0.1568 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:52:54 || Estimated Time: 1 day, 12:26:25
2023-08-05 21:03:27,186 semantic_segmentation INFO: Iters: 71160/150000 || Lr: 0.011210 || Task Loss: 0.6270 || KD Loss: 0.4060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:53:11 || Estimated Time: 1 day, 12:26:08
2023-08-05 21:03:43,998 semantic_segmentation INFO: Iters: 71170/150000 || Lr: 0.011209 || Task Loss: 0.2427 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:53:28 || Estimated Time: 1 day, 12:25:52
2023-08-05 21:04:00,764 semantic_segmentation INFO: Iters: 71180/150000 || Lr: 0.011208 || Task Loss: 0.1852 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:53:45 || Estimated Time: 1 day, 12:25:35
2023-08-05 21:04:17,551 semantic_segmentation INFO: Iters: 71190/150000 || Lr: 0.011207 || Task Loss: 0.2832 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:54:02 || Estimated Time: 1 day, 12:25:19
2023-08-05 21:04:34,290 semantic_segmentation INFO: Iters: 71200/150000 || Lr: 0.011205 || Task Loss: 0.1702 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:54:18 || Estimated Time: 1 day, 12:25:02
2023-08-05 21:04:34,375 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 21:04:35,164 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.417
2023-08-05 21:04:35,294 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.497
2023-08-05 21:04:35,417 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.508
2023-08-05 21:04:35,541 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.538
2023-08-05 21:04:35,662 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.528
2023-08-05 21:04:35,781 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.531
2023-08-05 21:04:35,901 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.527
2023-08-05 21:04:36,020 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.567
2023-08-05 21:04:36,137 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.620
2023-08-05 21:04:36,254 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.678
2023-08-05 21:04:36,373 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.677
2023-08-05 21:04:36,493 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.678
2023-08-05 21:04:36,617 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.684
2023-08-05 21:04:36,743 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.679
2023-08-05 21:04:36,867 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.684
2023-08-05 21:04:36,988 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.677
2023-08-05 21:04:37,111 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.682
2023-08-05 21:04:37,233 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.686
2023-08-05 21:04:37,355 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.693
2023-08-05 21:04:37,477 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.698
2023-08-05 21:04:37,601 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.698
2023-08-05 21:04:37,727 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.711
2023-08-05 21:04:37,847 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.710
2023-08-05 21:04:37,968 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.714
2023-08-05 21:04:38,087 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-05 21:04:38,212 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 21:04:38,341 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 21:04:38,460 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 21:04:38,580 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-05 21:04:38,700 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-05 21:04:38,817 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 21:04:38,935 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 21:04:39,056 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 21:04:39,180 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-05 21:04:39,303 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-05 21:04:39,422 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-05 21:04:39,539 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 21:04:39,663 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 21:04:39,792 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 21:04:39,913 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 21:04:40,034 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 21:04:40,153 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 21:04:40,276 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-05 21:04:40,402 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 21:04:40,523 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 21:04:40,646 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-05 21:04:40,763 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-05 21:04:40,886 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 21:04:41,016 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-05 21:04:41,139 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-05 21:04:41,263 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-05 21:04:41,386 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:04:41,505 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:04:41,626 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 21:04:41,746 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-05 21:04:41,866 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-05 21:04:41,982 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-05 21:04:42,105 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-05 21:04:42,230 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-05 21:04:42,352 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-05 21:04:42,475 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-05 21:04:42,598 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-05 21:04:42,722 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-05 21:04:42,849 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-05 21:04:42,972 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-05 21:04:43,093 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-05 21:04:43,214 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-05 21:04:43,337 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-05 21:04:43,460 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.748
2023-08-05 21:04:43,582 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-05 21:04:43,706 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-05 21:04:43,830 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-05 21:04:43,953 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-05 21:04:44,076 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-05 21:04:44,201 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.741
2023-08-05 21:04:44,324 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.741
2023-08-05 21:04:44,445 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.741
2023-08-05 21:04:44,570 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-05 21:04:44,695 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-05 21:04:44,818 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-05 21:04:44,941 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-05 21:04:45,059 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-05 21:04:45,178 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-05 21:04:45,296 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-05 21:04:45,419 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-05 21:04:45,543 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 21:04:45,667 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-05 21:04:45,790 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-05 21:04:45,913 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.735
2023-08-05 21:04:46,034 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-05 21:04:46,155 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.735
2023-08-05 21:04:46,276 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.749
2023-08-05 21:04:46,397 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.749
2023-08-05 21:04:46,518 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-05 21:04:46,637 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-05 21:04:46,755 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-05 21:04:46,874 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-05 21:04:46,991 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-05 21:04:47,108 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-05 21:04:47,236 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.751
2023-08-05 21:04:47,370 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.750
2023-08-05 21:04:47,490 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.748
2023-08-05 21:04:47,610 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.747
2023-08-05 21:04:47,729 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.747
2023-08-05 21:04:47,852 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.747
2023-08-05 21:04:47,979 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.746
2023-08-05 21:04:48,103 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.747
2023-08-05 21:04:48,227 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.747
2023-08-05 21:04:48,346 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.747
2023-08-05 21:04:48,467 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.747
2023-08-05 21:04:48,590 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.747
2023-08-05 21:04:48,712 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.746
2023-08-05 21:04:48,832 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.745
2023-08-05 21:04:48,950 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.744
2023-08-05 21:04:49,077 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:49,210 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:49,330 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:49,451 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.742
2023-08-05 21:04:49,573 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:49,695 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:49,821 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:49,946 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.742
2023-08-05 21:04:50,071 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.742
2023-08-05 21:04:50,194 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.744
2023-08-05 21:04:50,315 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:50,436 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:50,557 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.744
2023-08-05 21:04:50,680 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.744
2023-08-05 21:04:50,798 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:50,926 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:51,060 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:51,183 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-05 21:04:51,307 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.743
2023-08-05 21:04:51,433 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.742
2023-08-05 21:04:51,556 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.742
2023-08-05 21:04:51,677 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.742
2023-08-05 21:04:51,800 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.742
2023-08-05 21:04:51,922 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.741
2023-08-05 21:04:52,042 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.943, mIoU: 0.740
2023-08-05 21:04:52,164 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.741
2023-08-05 21:04:52,290 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.741
2023-08-05 21:04:52,415 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.741
2023-08-05 21:04:52,537 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.740
2023-08-05 21:04:52,656 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.740
2023-08-05 21:04:52,779 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.943, mIoU: 0.739
2023-08-05 21:04:52,905 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.740
2023-08-05 21:04:53,027 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.740
2023-08-05 21:04:53,148 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.943, mIoU: 0.740
2023-08-05 21:04:53,267 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.739
2023-08-05 21:04:53,395 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.943, mIoU: 0.739
2023-08-05 21:04:53,523 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.943, mIoU: 0.739
2023-08-05 21:04:53,648 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.944, mIoU: 0.739
2023-08-05 21:04:53,772 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.943, mIoU: 0.739
2023-08-05 21:04:53,891 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.944, mIoU: 0.739
2023-08-05 21:04:54,013 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.943, mIoU: 0.740
2023-08-05 21:04:54,137 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.740
2023-08-05 21:04:54,258 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.740
2023-08-05 21:04:54,376 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.944, mIoU: 0.739
2023-08-05 21:04:54,494 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.739
2023-08-05 21:04:54,617 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.739
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2023-08-05 21:05:18,293 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-05 21:05:18,415 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-05 21:05:18,536 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-05 21:05:18,656 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-05 21:05:18,785 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-05 21:05:18,916 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-05 21:05:19,038 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-05 21:05:19,160 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-05 21:05:19,280 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-05 21:05:19,401 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-05 21:05:19,524 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-05 21:05:19,646 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-05 21:05:19,767 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-05 21:05:19,886 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-05 21:05:20,011 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-05 21:05:20,142 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-05 21:05:20,264 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:20,387 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:20,508 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:20,630 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:20,750 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:20,870 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:20,988 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:21,105 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:21,233 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-05 21:05:21,368 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-05 21:05:21,488 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-05 21:05:21,608 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-05 21:05:21,727 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-05 21:05:21,851 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:21,981 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:22,104 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:22,227 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-05 21:05:22,348 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:22,470 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-05 21:05:22,591 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-05 21:05:22,711 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:22,830 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:22,948 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:23,076 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:23,209 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:23,330 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:23,452 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:23,575 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:23,697 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:23,822 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:23,949 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:24,072 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:24,191 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-05 21:05:24,314 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-05 21:05:24,439 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-05 21:05:24,563 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-05 21:05:24,682 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-05 21:05:24,799 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:24,927 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:25,058 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:25,180 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:25,305 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:25,428 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:25,549 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:25,668 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:25,789 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:25,909 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:26,026 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:26,153 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-05 21:05:26,285 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-05 21:05:26,409 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-05 21:05:26,534 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-05 21:05:26,659 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-05 21:05:26,781 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-05 21:05:26,904 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:27,027 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:27,149 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:27,269 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:27,398 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:27,525 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:27,654 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:27,779 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:27,899 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:28,025 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:28,156 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:28,281 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:28,403 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:28,524 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:28,647 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:28,771 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:28,891 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:29,020 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:29,155 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:29,278 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:29,405 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-05 21:05:29,529 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:29,651 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:29,774 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:29,898 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:30,019 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:30,136 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:30,260 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:30,387 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:30,510 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:30,630 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-05 21:05:30,748 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-05 21:05:30,872 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-05 21:05:30,997 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-05 21:05:31,119 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-05 21:05:31,239 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-05 21:05:31,358 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-05 21:05:31,480 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-05 21:05:31,608 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-05 21:05:31,733 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-05 21:05:31,856 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-05 21:05:31,974 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-05 21:05:32,098 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-05 21:05:32,225 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-05 21:05:32,350 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-05 21:05:32,474 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-05 21:05:32,593 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-05 21:05:32,714 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-05 21:05:32,834 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-05 21:05:32,954 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-05 21:05:33,073 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-05 21:05:33,194 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:33,319 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:33,454 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:33,575 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:33,698 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:33,820 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:33,940 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:34,062 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:34,183 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:34,306 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:34,425 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:34,551 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:34,682 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-05 21:05:34,804 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-05 21:05:34,929 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-05 21:05:35,050 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-05 21:05:35,170 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-05 21:05:35,289 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-05 21:05:35,408 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-05 21:05:35,526 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-05 21:05:35,643 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-05 21:05:35,770 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-05 21:05:35,903 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-05 21:05:36,025 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-05 21:05:36,146 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-05 21:05:36,265 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-05 21:05:36,389 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-05 21:05:53,288 semantic_segmentation INFO: Iters: 71210/150000 || Lr: 0.011204 || Task Loss: 0.2412 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:55:37 || Estimated Time: 1 day, 12:25:55
2023-08-05 21:06:10,095 semantic_segmentation INFO: Iters: 71220/150000 || Lr: 0.011203 || Task Loss: 0.2847 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:55:54 || Estimated Time: 1 day, 12:25:38
2023-08-05 21:06:26,859 semantic_segmentation INFO: Iters: 71230/150000 || Lr: 0.011202 || Task Loss: 0.2728 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:56:11 || Estimated Time: 1 day, 12:25:22
2023-08-05 21:06:43,607 semantic_segmentation INFO: Iters: 71240/150000 || Lr: 0.011200 || Task Loss: 0.1852 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:56:28 || Estimated Time: 1 day, 12:25:05
2023-08-05 21:07:00,397 semantic_segmentation INFO: Iters: 71250/150000 || Lr: 0.011199 || Task Loss: 0.2491 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:56:44 || Estimated Time: 1 day, 12:24:49
2023-08-05 21:07:17,219 semantic_segmentation INFO: Iters: 71260/150000 || Lr: 0.011198 || Task Loss: 0.2612 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:57:01 || Estimated Time: 1 day, 12:24:32
2023-08-05 21:07:33,972 semantic_segmentation INFO: Iters: 71270/150000 || Lr: 0.011196 || Task Loss: 0.2904 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:57:18 || Estimated Time: 1 day, 12:24:16
2023-08-05 21:07:50,738 semantic_segmentation INFO: Iters: 71280/150000 || Lr: 0.011195 || Task Loss: 0.1673 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:57:35 || Estimated Time: 1 day, 12:23:59
2023-08-05 21:08:07,474 semantic_segmentation INFO: Iters: 71290/150000 || Lr: 0.011194 || Task Loss: 0.3975 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:57:52 || Estimated Time: 1 day, 12:23:43
2023-08-05 21:08:24,279 semantic_segmentation INFO: Iters: 71300/150000 || Lr: 0.011193 || Task Loss: 0.2226 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:58:08 || Estimated Time: 1 day, 12:23:26
2023-08-05 21:08:41,013 semantic_segmentation INFO: Iters: 71310/150000 || Lr: 0.011191 || Task Loss: 0.1318 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:58:25 || Estimated Time: 1 day, 12:23:10
2023-08-05 21:08:57,774 semantic_segmentation INFO: Iters: 71320/150000 || Lr: 0.011190 || Task Loss: 0.1209 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:58:42 || Estimated Time: 1 day, 12:22:53
2023-08-05 21:09:14,572 semantic_segmentation INFO: Iters: 71330/150000 || Lr: 0.011189 || Task Loss: 0.3051 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:22:36
2023-08-05 21:09:31,384 semantic_segmentation INFO: Iters: 71340/150000 || Lr: 0.011187 || Task Loss: 0.3314 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:22:20
2023-08-05 21:09:48,115 semantic_segmentation INFO: Iters: 71350/150000 || Lr: 0.011186 || Task Loss: 0.2461 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:22:03
2023-08-05 21:10:04,835 semantic_segmentation INFO: Iters: 71360/150000 || Lr: 0.011185 || Task Loss: 0.2277 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:59:49 || Estimated Time: 1 day, 12:21:47
2023-08-05 21:10:21,649 semantic_segmentation INFO: Iters: 71370/150000 || Lr: 0.011184 || Task Loss: 0.3302 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:00:06 || Estimated Time: 1 day, 12:21:30
2023-08-05 21:10:38,704 semantic_segmentation INFO: Iters: 71380/150000 || Lr: 0.011182 || Task Loss: 0.2441 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:00:23 || Estimated Time: 1 day, 12:21:14
2023-08-05 21:10:55,700 semantic_segmentation INFO: Iters: 71390/150000 || Lr: 0.011181 || Task Loss: 0.1608 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:00:40 || Estimated Time: 1 day, 12:20:58
2023-08-05 21:11:12,572 semantic_segmentation INFO: Iters: 71400/150000 || Lr: 0.011180 || Task Loss: 0.1856 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:00:57 || Estimated Time: 1 day, 12:20:42
2023-08-05 21:11:29,372 semantic_segmentation INFO: Iters: 71410/150000 || Lr: 0.011178 || Task Loss: 0.2206 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:01:13 || Estimated Time: 1 day, 12:20:25
2023-08-05 21:11:46,265 semantic_segmentation INFO: Iters: 71420/150000 || Lr: 0.011177 || Task Loss: 0.4655 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:01:30 || Estimated Time: 1 day, 12:20:09
2023-08-05 21:12:03,044 semantic_segmentation INFO: Iters: 71430/150000 || Lr: 0.011176 || Task Loss: 0.2749 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:01:47 || Estimated Time: 1 day, 12:19:52
2023-08-05 21:12:19,933 semantic_segmentation INFO: Iters: 71440/150000 || Lr: 0.011175 || Task Loss: 0.2779 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:02:04 || Estimated Time: 1 day, 12:19:36
2023-08-05 21:12:36,806 semantic_segmentation INFO: Iters: 71450/150000 || Lr: 0.011173 || Task Loss: 0.4395 || KD Loss: 0.2367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:02:21 || Estimated Time: 1 day, 12:19:19
2023-08-05 21:12:53,669 semantic_segmentation INFO: Iters: 71460/150000 || Lr: 0.011172 || Task Loss: 0.1654 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:02:38 || Estimated Time: 1 day, 12:19:03
2023-08-05 21:13:10,544 semantic_segmentation INFO: Iters: 71470/150000 || Lr: 0.011171 || Task Loss: 0.1749 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:02:55 || Estimated Time: 1 day, 12:18:47
2023-08-05 21:13:27,350 semantic_segmentation INFO: Iters: 71480/150000 || Lr: 0.011170 || Task Loss: 0.2729 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:03:11 || Estimated Time: 1 day, 12:18:30
2023-08-05 21:13:44,136 semantic_segmentation INFO: Iters: 71490/150000 || Lr: 0.011168 || Task Loss: 0.1734 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:03:28 || Estimated Time: 1 day, 12:18:14
2023-08-05 21:14:00,977 semantic_segmentation INFO: Iters: 71500/150000 || Lr: 0.011167 || Task Loss: 0.1252 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:03:45 || Estimated Time: 1 day, 12:17:57
2023-08-05 21:14:17,725 semantic_segmentation INFO: Iters: 71510/150000 || Lr: 0.011166 || Task Loss: 0.2668 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:04:02 || Estimated Time: 1 day, 12:17:41
2023-08-05 21:14:34,498 semantic_segmentation INFO: Iters: 71520/150000 || Lr: 0.011164 || Task Loss: 0.1882 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:04:19 || Estimated Time: 1 day, 12:17:24
2023-08-05 21:14:51,244 semantic_segmentation INFO: Iters: 71530/150000 || Lr: 0.011163 || Task Loss: 0.2074 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:04:35 || Estimated Time: 1 day, 12:17:08
2023-08-05 21:15:07,977 semantic_segmentation INFO: Iters: 71540/150000 || Lr: 0.011162 || Task Loss: 0.2048 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:04:52 || Estimated Time: 1 day, 12:16:51
2023-08-05 21:15:24,793 semantic_segmentation INFO: Iters: 71550/150000 || Lr: 0.011161 || Task Loss: 0.1627 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:05:09 || Estimated Time: 1 day, 12:16:35
2023-08-05 21:15:41,572 semantic_segmentation INFO: Iters: 71560/150000 || Lr: 0.011159 || Task Loss: 0.1990 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:05:26 || Estimated Time: 1 day, 12:16:18
2023-08-05 21:15:58,333 semantic_segmentation INFO: Iters: 71570/150000 || Lr: 0.011158 || Task Loss: 0.2192 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:05:42 || Estimated Time: 1 day, 12:16:02
2023-08-05 21:16:15,116 semantic_segmentation INFO: Iters: 71580/150000 || Lr: 0.011157 || Task Loss: 0.2568 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:05:59 || Estimated Time: 1 day, 12:15:45
2023-08-05 21:16:31,932 semantic_segmentation INFO: Iters: 71590/150000 || Lr: 0.011155 || Task Loss: 0.3241 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:06:16 || Estimated Time: 1 day, 12:15:29
2023-08-05 21:16:48,745 semantic_segmentation INFO: Iters: 71600/150000 || Lr: 0.011154 || Task Loss: 0.1934 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:06:33 || Estimated Time: 1 day, 12:15:12
2023-08-05 21:17:05,523 semantic_segmentation INFO: Iters: 71610/150000 || Lr: 0.011153 || Task Loss: 0.2501 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:06:50 || Estimated Time: 1 day, 12:14:56
2023-08-05 21:17:22,291 semantic_segmentation INFO: Iters: 71620/150000 || Lr: 0.011152 || Task Loss: 0.3087 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:07:06 || Estimated Time: 1 day, 12:14:39
2023-08-05 21:17:39,077 semantic_segmentation INFO: Iters: 71630/150000 || Lr: 0.011150 || Task Loss: 0.2090 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:07:23 || Estimated Time: 1 day, 12:14:23
2023-08-05 21:17:55,877 semantic_segmentation INFO: Iters: 71640/150000 || Lr: 0.011149 || Task Loss: 0.2010 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:07:40 || Estimated Time: 1 day, 12:14:06
2023-08-05 21:18:12,675 semantic_segmentation INFO: Iters: 71650/150000 || Lr: 0.011148 || Task Loss: 0.1979 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:07:57 || Estimated Time: 1 day, 12:13:50
2023-08-05 21:18:29,463 semantic_segmentation INFO: Iters: 71660/150000 || Lr: 0.011146 || Task Loss: 0.2060 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:08:14 || Estimated Time: 1 day, 12:13:33
2023-08-05 21:18:46,263 semantic_segmentation INFO: Iters: 71670/150000 || Lr: 0.011145 || Task Loss: 0.3157 || KD Loss: 0.1325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:08:30 || Estimated Time: 1 day, 12:13:17
2023-08-05 21:19:02,988 semantic_segmentation INFO: Iters: 71680/150000 || Lr: 0.011144 || Task Loss: 0.4061 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:08:47 || Estimated Time: 1 day, 12:13:00
2023-08-05 21:19:19,804 semantic_segmentation INFO: Iters: 71690/150000 || Lr: 0.011143 || Task Loss: 0.2269 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:09:04 || Estimated Time: 1 day, 12:12:44
2023-08-05 21:19:36,591 semantic_segmentation INFO: Iters: 71700/150000 || Lr: 0.011141 || Task Loss: 0.1201 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:09:21 || Estimated Time: 1 day, 12:12:27
2023-08-05 21:19:53,391 semantic_segmentation INFO: Iters: 71710/150000 || Lr: 0.011140 || Task Loss: 0.2306 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:09:37 || Estimated Time: 1 day, 12:12:11
2023-08-05 21:20:10,174 semantic_segmentation INFO: Iters: 71720/150000 || Lr: 0.011139 || Task Loss: 0.1685 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:09:54 || Estimated Time: 1 day, 12:11:54
2023-08-05 21:20:26,965 semantic_segmentation INFO: Iters: 71730/150000 || Lr: 0.011138 || Task Loss: 0.2425 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:10:11 || Estimated Time: 1 day, 12:11:38
2023-08-05 21:20:43,758 semantic_segmentation INFO: Iters: 71740/150000 || Lr: 0.011136 || Task Loss: 0.1278 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:10:28 || Estimated Time: 1 day, 12:11:21
2023-08-05 21:21:00,541 semantic_segmentation INFO: Iters: 71750/150000 || Lr: 0.011135 || Task Loss: 0.2760 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:10:45 || Estimated Time: 1 day, 12:11:05
2023-08-05 21:21:17,338 semantic_segmentation INFO: Iters: 71760/150000 || Lr: 0.011134 || Task Loss: 0.1983 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:11:01 || Estimated Time: 1 day, 12:10:48
2023-08-05 21:21:34,006 semantic_segmentation INFO: Iters: 71770/150000 || Lr: 0.011132 || Task Loss: 0.2469 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:11:18 || Estimated Time: 1 day, 12:10:32
2023-08-05 21:21:50,745 semantic_segmentation INFO: Iters: 71780/150000 || Lr: 0.011131 || Task Loss: 0.2354 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:11:35 || Estimated Time: 1 day, 12:10:15
2023-08-05 21:22:07,500 semantic_segmentation INFO: Iters: 71790/150000 || Lr: 0.011130 || Task Loss: 0.2912 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:11:52 || Estimated Time: 1 day, 12:09:59
2023-08-05 21:22:24,179 semantic_segmentation INFO: Iters: 71800/150000 || Lr: 0.011129 || Task Loss: 0.2574 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:12:08 || Estimated Time: 1 day, 12:09:42
2023-08-05 21:22:40,899 semantic_segmentation INFO: Iters: 71810/150000 || Lr: 0.011127 || Task Loss: 0.1862 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:12:25 || Estimated Time: 1 day, 12:09:25
2023-08-05 21:22:57,635 semantic_segmentation INFO: Iters: 71820/150000 || Lr: 0.011126 || Task Loss: 0.1518 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:12:42 || Estimated Time: 1 day, 12:09:09
2023-08-05 21:23:14,416 semantic_segmentation INFO: Iters: 71830/150000 || Lr: 0.011125 || Task Loss: 0.2663 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:12:58 || Estimated Time: 1 day, 12:08:52
2023-08-05 21:23:31,138 semantic_segmentation INFO: Iters: 71840/150000 || Lr: 0.011123 || Task Loss: 0.2438 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:13:15 || Estimated Time: 1 day, 12:08:36
2023-08-05 21:23:47,886 semantic_segmentation INFO: Iters: 71850/150000 || Lr: 0.011122 || Task Loss: 0.1785 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:13:32 || Estimated Time: 1 day, 12:08:19
2023-08-05 21:24:04,659 semantic_segmentation INFO: Iters: 71860/150000 || Lr: 0.011121 || Task Loss: 0.1920 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:13:49 || Estimated Time: 1 day, 12:08:03
2023-08-05 21:24:21,407 semantic_segmentation INFO: Iters: 71870/150000 || Lr: 0.011120 || Task Loss: 0.2290 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:14:05 || Estimated Time: 1 day, 12:07:46
2023-08-05 21:24:38,189 semantic_segmentation INFO: Iters: 71880/150000 || Lr: 0.011118 || Task Loss: 0.2860 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:14:22 || Estimated Time: 1 day, 12:07:30
2023-08-05 21:24:54,998 semantic_segmentation INFO: Iters: 71890/150000 || Lr: 0.011117 || Task Loss: 0.1915 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:14:39 || Estimated Time: 1 day, 12:07:13
2023-08-05 21:25:11,812 semantic_segmentation INFO: Iters: 71900/150000 || Lr: 0.011116 || Task Loss: 0.2159 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:14:56 || Estimated Time: 1 day, 12:06:57
2023-08-05 21:25:28,631 semantic_segmentation INFO: Iters: 71910/150000 || Lr: 0.011114 || Task Loss: 0.1706 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:06:40
2023-08-05 21:25:45,433 semantic_segmentation INFO: Iters: 71920/150000 || Lr: 0.011113 || Task Loss: 0.1980 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:15:29 || Estimated Time: 1 day, 12:06:24
2023-08-05 21:26:02,334 semantic_segmentation INFO: Iters: 71930/150000 || Lr: 0.011112 || Task Loss: 0.1607 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 12:06:07
2023-08-05 21:26:19,220 semantic_segmentation INFO: Iters: 71940/150000 || Lr: 0.011111 || Task Loss: 0.1804 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:03 || Estimated Time: 1 day, 12:05:51
2023-08-05 21:26:36,073 semantic_segmentation INFO: Iters: 71950/150000 || Lr: 0.011109 || Task Loss: 0.4460 || KD Loss: 0.2841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:20 || Estimated Time: 1 day, 12:05:35
2023-08-05 21:26:52,922 semantic_segmentation INFO: Iters: 71960/150000 || Lr: 0.011108 || Task Loss: 0.1784 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:37 || Estimated Time: 1 day, 12:05:18
2023-08-05 21:27:09,802 semantic_segmentation INFO: Iters: 71970/150000 || Lr: 0.011107 || Task Loss: 0.2931 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:54 || Estimated Time: 1 day, 12:05:02
2023-08-05 21:27:26,693 semantic_segmentation INFO: Iters: 71980/150000 || Lr: 0.011106 || Task Loss: 0.3410 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:17:11 || Estimated Time: 1 day, 12:04:45
2023-08-05 21:27:43,599 semantic_segmentation INFO: Iters: 71990/150000 || Lr: 0.011104 || Task Loss: 0.3502 || KD Loss: 0.1070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:17:28 || Estimated Time: 1 day, 12:04:29
2023-08-05 21:28:00,458 semantic_segmentation INFO: Iters: 72000/150000 || Lr: 0.011103 || Task Loss: 0.2235 || KD Loss: 0.1265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:17:44 || Estimated Time: 1 day, 12:04:13
2023-08-05 21:28:00,544 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 21:28:01,363 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.414
2023-08-05 21:28:01,507 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.490
2023-08-05 21:28:01,627 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.503
2023-08-05 21:28:01,748 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.529
2023-08-05 21:28:01,868 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.520
2023-08-05 21:28:01,987 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.523
2023-08-05 21:28:02,105 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.525
2023-08-05 21:28:02,222 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.551
2023-08-05 21:28:02,348 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.600
2023-08-05 21:28:02,480 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.660
2023-08-05 21:28:02,599 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.657
2023-08-05 21:28:02,720 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.666
2023-08-05 21:28:02,839 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.681
2023-08-05 21:28:02,962 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.683
2023-08-05 21:28:03,090 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.674
2023-08-05 21:28:03,214 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.666
2023-08-05 21:28:03,338 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.669
2023-08-05 21:28:03,460 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.666
2023-08-05 21:28:03,582 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.677
2023-08-05 21:28:03,702 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.685
2023-08-05 21:28:03,822 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.687
2023-08-05 21:28:03,941 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.711
2023-08-05 21:28:04,060 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.707
2023-08-05 21:28:04,184 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.714
2023-08-05 21:28:04,315 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-05 21:28:04,434 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-05 21:28:04,554 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-05 21:28:04,674 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.712
2023-08-05 21:28:04,802 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-05 21:28:04,936 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-05 21:28:05,056 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.707
2023-08-05 21:28:05,179 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 21:28:05,302 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.706
2023-08-05 21:28:05,426 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-05 21:28:05,552 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.702
2023-08-05 21:28:05,678 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.702
2023-08-05 21:28:05,802 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.700
2023-08-05 21:28:05,920 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-05 21:28:06,044 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-05 21:28:06,169 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.706
2023-08-05 21:28:06,294 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-05 21:28:06,416 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.703
2023-08-05 21:28:06,535 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.703
2023-08-05 21:28:06,662 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-05 21:28:06,789 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.704
2023-08-05 21:28:06,915 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.704
2023-08-05 21:28:07,039 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.705
2023-08-05 21:28:07,158 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.704
2023-08-05 21:28:07,282 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.707
2023-08-05 21:28:07,406 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-05 21:28:07,526 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-05 21:28:07,647 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-05 21:28:07,767 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-05 21:28:07,892 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-05 21:28:08,019 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 21:28:08,144 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 21:28:08,269 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 21:28:08,399 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-05 21:28:08,521 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-05 21:28:08,642 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.728
2023-08-05 21:28:08,762 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-05 21:28:08,887 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.732
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2023-08-05 21:28:56,828 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 21:28:56,962 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 21:28:57,082 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 21:28:57,208 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 21:28:57,333 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 21:28:57,453 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 21:28:57,572 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 21:28:57,693 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 21:28:57,809 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 21:28:57,927 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 21:28:58,050 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 21:28:58,174 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 21:28:58,300 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 21:28:58,427 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-05 21:28:58,551 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:28:58,675 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:28:58,794 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 21:28:58,915 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 21:28:59,035 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-05 21:28:59,153 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:28:59,278 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:28:59,410 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:28:59,532 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:28:59,652 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:28:59,774 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:28:59,898 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:29:00,022 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:29:00,150 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:29:00,275 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:29:00,394 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:29:00,516 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:29:00,642 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:29:00,766 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:29:00,888 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 21:29:01,006 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-05 21:29:01,131 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-05 21:29:01,261 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-05 21:29:01,384 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-05 21:29:01,507 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-05 21:29:01,628 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-05 21:29:01,750 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-05 21:29:01,871 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-05 21:29:01,993 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-05 21:29:02,114 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-05 21:29:02,231 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-05 21:29:02,356 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-05 21:29:02,490 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-05 21:29:02,612 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-05 21:29:02,734 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-05 21:29:19,657 semantic_segmentation INFO: Iters: 72010/150000 || Lr: 0.011102 || Task Loss: 0.2454 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:19:04 || Estimated Time: 1 day, 12:05:04
2023-08-05 21:29:36,451 semantic_segmentation INFO: Iters: 72020/150000 || Lr: 0.011100 || Task Loss: 0.3807 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:19:20 || Estimated Time: 1 day, 12:04:47
2023-08-05 21:29:53,241 semantic_segmentation INFO: Iters: 72030/150000 || Lr: 0.011099 || Task Loss: 0.1739 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:19:37 || Estimated Time: 1 day, 12:04:31
2023-08-05 21:30:10,035 semantic_segmentation INFO: Iters: 72040/150000 || Lr: 0.011098 || Task Loss: 0.1786 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:19:54 || Estimated Time: 1 day, 12:04:14
2023-08-05 21:30:26,798 semantic_segmentation INFO: Iters: 72050/150000 || Lr: 0.011097 || Task Loss: 0.2539 || KD Loss: 0.1189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:20:11 || Estimated Time: 1 day, 12:03:58
2023-08-05 21:30:43,544 semantic_segmentation INFO: Iters: 72060/150000 || Lr: 0.011095 || Task Loss: 0.1484 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:20:28 || Estimated Time: 1 day, 12:03:41
2023-08-05 21:31:00,316 semantic_segmentation INFO: Iters: 72070/150000 || Lr: 0.011094 || Task Loss: 0.1763 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:20:44 || Estimated Time: 1 day, 12:03:25
2023-08-05 21:31:17,108 semantic_segmentation INFO: Iters: 72080/150000 || Lr: 0.011093 || Task Loss: 0.2258 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:21:01 || Estimated Time: 1 day, 12:03:08
2023-08-05 21:31:33,913 semantic_segmentation INFO: Iters: 72090/150000 || Lr: 0.011091 || Task Loss: 0.1865 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:21:18 || Estimated Time: 1 day, 12:02:52
2023-08-05 21:31:50,734 semantic_segmentation INFO: Iters: 72100/150000 || Lr: 0.011090 || Task Loss: 0.2216 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:21:35 || Estimated Time: 1 day, 12:02:35
2023-08-05 21:32:07,435 semantic_segmentation INFO: Iters: 72110/150000 || Lr: 0.011089 || Task Loss: 0.2201 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:21:51 || Estimated Time: 1 day, 12:02:18
2023-08-05 21:32:24,176 semantic_segmentation INFO: Iters: 72120/150000 || Lr: 0.011088 || Task Loss: 0.1555 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:22:08 || Estimated Time: 1 day, 12:02:02
2023-08-05 21:32:40,972 semantic_segmentation INFO: Iters: 72130/150000 || Lr: 0.011086 || Task Loss: 0.1485 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:22:25 || Estimated Time: 1 day, 12:01:45
2023-08-05 21:32:57,761 semantic_segmentation INFO: Iters: 72140/150000 || Lr: 0.011085 || Task Loss: 0.2376 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:22:42 || Estimated Time: 1 day, 12:01:29
2023-08-05 21:33:14,555 semantic_segmentation INFO: Iters: 72150/150000 || Lr: 0.011084 || Task Loss: 0.2857 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:22:59 || Estimated Time: 1 day, 12:01:12
2023-08-05 21:33:31,330 semantic_segmentation INFO: Iters: 72160/150000 || Lr: 0.011082 || Task Loss: 0.3390 || KD Loss: 0.1235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:23:15 || Estimated Time: 1 day, 12:00:56
2023-08-05 21:33:48,072 semantic_segmentation INFO: Iters: 72170/150000 || Lr: 0.011081 || Task Loss: 0.2790 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:23:32 || Estimated Time: 1 day, 12:00:39
2023-08-05 21:34:04,865 semantic_segmentation INFO: Iters: 72180/150000 || Lr: 0.011080 || Task Loss: 0.2580 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:23:49 || Estimated Time: 1 day, 12:00:23
2023-08-05 21:34:21,600 semantic_segmentation INFO: Iters: 72190/150000 || Lr: 0.011079 || Task Loss: 0.3189 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:24:06 || Estimated Time: 1 day, 12:00:06
2023-08-05 21:34:38,341 semantic_segmentation INFO: Iters: 72200/150000 || Lr: 0.011077 || Task Loss: 0.2773 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:24:22 || Estimated Time: 1 day, 11:59:50
2023-08-05 21:34:55,106 semantic_segmentation INFO: Iters: 72210/150000 || Lr: 0.011076 || Task Loss: 0.2018 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:24:39 || Estimated Time: 1 day, 11:59:33
2023-08-05 21:35:12,021 semantic_segmentation INFO: Iters: 72220/150000 || Lr: 0.011075 || Task Loss: 0.2135 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:24:56 || Estimated Time: 1 day, 11:59:17
2023-08-05 21:35:28,952 semantic_segmentation INFO: Iters: 72230/150000 || Lr: 0.011073 || Task Loss: 0.1975 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:25:13 || Estimated Time: 1 day, 11:59:00
2023-08-05 21:35:45,902 semantic_segmentation INFO: Iters: 72240/150000 || Lr: 0.011072 || Task Loss: 0.4773 || KD Loss: 0.2214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:25:30 || Estimated Time: 1 day, 11:58:44
2023-08-05 21:36:02,642 semantic_segmentation INFO: Iters: 72250/150000 || Lr: 0.011071 || Task Loss: 0.2579 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:25:47 || Estimated Time: 1 day, 11:58:27
2023-08-05 21:36:19,334 semantic_segmentation INFO: Iters: 72260/150000 || Lr: 0.011070 || Task Loss: 0.2437 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:26:03 || Estimated Time: 1 day, 11:58:11
2023-08-05 21:36:36,111 semantic_segmentation INFO: Iters: 72270/150000 || Lr: 0.011068 || Task Loss: 0.3824 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:26:20 || Estimated Time: 1 day, 11:57:54
2023-08-05 21:36:52,848 semantic_segmentation INFO: Iters: 72280/150000 || Lr: 0.011067 || Task Loss: 0.4997 || KD Loss: 0.3850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:26:37 || Estimated Time: 1 day, 11:57:38
2023-08-05 21:37:09,611 semantic_segmentation INFO: Iters: 72290/150000 || Lr: 0.011066 || Task Loss: 0.3201 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:26:54 || Estimated Time: 1 day, 11:57:21
2023-08-05 21:37:26,356 semantic_segmentation INFO: Iters: 72300/150000 || Lr: 0.011065 || Task Loss: 0.2595 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:27:10 || Estimated Time: 1 day, 11:57:05
2023-08-05 21:37:43,098 semantic_segmentation INFO: Iters: 72310/150000 || Lr: 0.011063 || Task Loss: 0.3191 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:27:27 || Estimated Time: 1 day, 11:56:48
2023-08-05 21:37:59,878 semantic_segmentation INFO: Iters: 72320/150000 || Lr: 0.011062 || Task Loss: 0.2808 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:27:44 || Estimated Time: 1 day, 11:56:32
2023-08-05 21:38:16,649 semantic_segmentation INFO: Iters: 72330/150000 || Lr: 0.011061 || Task Loss: 0.2160 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:28:01 || Estimated Time: 1 day, 11:56:15
2023-08-05 21:38:33,477 semantic_segmentation INFO: Iters: 72340/150000 || Lr: 0.011059 || Task Loss: 0.3373 || KD Loss: 0.1979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:28:18 || Estimated Time: 1 day, 11:55:59
2023-08-05 21:38:50,310 semantic_segmentation INFO: Iters: 72350/150000 || Lr: 0.011058 || Task Loss: 0.2012 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:28:34 || Estimated Time: 1 day, 11:55:42
2023-08-05 21:39:07,197 semantic_segmentation INFO: Iters: 72360/150000 || Lr: 0.011057 || Task Loss: 0.2745 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:28:51 || Estimated Time: 1 day, 11:55:26
2023-08-05 21:39:24,049 semantic_segmentation INFO: Iters: 72370/150000 || Lr: 0.011056 || Task Loss: 0.4405 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:29:08 || Estimated Time: 1 day, 11:55:09
2023-08-05 21:39:40,882 semantic_segmentation INFO: Iters: 72380/150000 || Lr: 0.011054 || Task Loss: 0.1779 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:29:25 || Estimated Time: 1 day, 11:54:53
2023-08-05 21:39:57,712 semantic_segmentation INFO: Iters: 72390/150000 || Lr: 0.011053 || Task Loss: 0.2563 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:29:42 || Estimated Time: 1 day, 11:54:36
2023-08-05 21:40:14,583 semantic_segmentation INFO: Iters: 72400/150000 || Lr: 0.011052 || Task Loss: 0.3140 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:29:59 || Estimated Time: 1 day, 11:54:20
2023-08-05 21:40:31,376 semantic_segmentation INFO: Iters: 72410/150000 || Lr: 0.011050 || Task Loss: 0.2744 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:30:15 || Estimated Time: 1 day, 11:54:03
2023-08-05 21:40:48,296 semantic_segmentation INFO: Iters: 72420/150000 || Lr: 0.011049 || Task Loss: 0.2781 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:30:32 || Estimated Time: 1 day, 11:53:47
2023-08-05 21:41:05,184 semantic_segmentation INFO: Iters: 72430/150000 || Lr: 0.011048 || Task Loss: 0.2135 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:30:49 || Estimated Time: 1 day, 11:53:31
2023-08-05 21:41:21,968 semantic_segmentation INFO: Iters: 72440/150000 || Lr: 0.011047 || Task Loss: 0.1452 || KD Loss: 0.1812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:31:06 || Estimated Time: 1 day, 11:53:14
2023-08-05 21:41:38,755 semantic_segmentation INFO: Iters: 72450/150000 || Lr: 0.011045 || Task Loss: 0.4491 || KD Loss: 0.1549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:31:23 || Estimated Time: 1 day, 11:52:58
2023-08-05 21:41:55,554 semantic_segmentation INFO: Iters: 72460/150000 || Lr: 0.011044 || Task Loss: 0.2642 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:31:40 || Estimated Time: 1 day, 11:52:41
2023-08-05 21:42:12,336 semantic_segmentation INFO: Iters: 72470/150000 || Lr: 0.011043 || Task Loss: 0.2589 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:31:56 || Estimated Time: 1 day, 11:52:24
2023-08-05 21:42:29,132 semantic_segmentation INFO: Iters: 72480/150000 || Lr: 0.011041 || Task Loss: 0.2814 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:32:13 || Estimated Time: 1 day, 11:52:08
2023-08-05 21:42:45,934 semantic_segmentation INFO: Iters: 72490/150000 || Lr: 0.011040 || Task Loss: 0.2353 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:32:30 || Estimated Time: 1 day, 11:51:51
2023-08-05 21:43:02,725 semantic_segmentation INFO: Iters: 72500/150000 || Lr: 0.011039 || Task Loss: 0.2979 || KD Loss: 0.1039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:32:47 || Estimated Time: 1 day, 11:51:35
2023-08-05 21:43:19,510 semantic_segmentation INFO: Iters: 72510/150000 || Lr: 0.011038 || Task Loss: 0.2563 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:33:04 || Estimated Time: 1 day, 11:51:18
2023-08-05 21:43:36,297 semantic_segmentation INFO: Iters: 72520/150000 || Lr: 0.011036 || Task Loss: 0.4098 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:33:20 || Estimated Time: 1 day, 11:51:02
2023-08-05 21:43:53,095 semantic_segmentation INFO: Iters: 72530/150000 || Lr: 0.011035 || Task Loss: 0.1925 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:33:37 || Estimated Time: 1 day, 11:50:45
2023-08-05 21:44:09,880 semantic_segmentation INFO: Iters: 72540/150000 || Lr: 0.011034 || Task Loss: 0.2210 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:33:54 || Estimated Time: 1 day, 11:50:29
2023-08-05 21:44:26,578 semantic_segmentation INFO: Iters: 72550/150000 || Lr: 0.011032 || Task Loss: 0.3867 || KD Loss: 0.1221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:50:12
2023-08-05 21:44:43,349 semantic_segmentation INFO: Iters: 72560/150000 || Lr: 0.011031 || Task Loss: 0.2740 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:49:56
2023-08-05 21:45:00,087 semantic_segmentation INFO: Iters: 72570/150000 || Lr: 0.011030 || Task Loss: 0.2488 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:49:39
2023-08-05 21:45:16,864 semantic_segmentation INFO: Iters: 72580/150000 || Lr: 0.011029 || Task Loss: 0.1863 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:35:01 || Estimated Time: 1 day, 11:49:23
2023-08-05 21:45:33,610 semantic_segmentation INFO: Iters: 72590/150000 || Lr: 0.011027 || Task Loss: 0.1535 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:35:18 || Estimated Time: 1 day, 11:49:06
2023-08-05 21:45:50,352 semantic_segmentation INFO: Iters: 72600/150000 || Lr: 0.011026 || Task Loss: 0.2853 || KD Loss: 0.1148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:35:34 || Estimated Time: 1 day, 11:48:49
2023-08-05 21:46:07,124 semantic_segmentation INFO: Iters: 72610/150000 || Lr: 0.011025 || Task Loss: 0.2885 || KD Loss: 0.1564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:35:51 || Estimated Time: 1 day, 11:48:33
2023-08-05 21:46:23,921 semantic_segmentation INFO: Iters: 72620/150000 || Lr: 0.011023 || Task Loss: 0.2903 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:36:08 || Estimated Time: 1 day, 11:48:16
2023-08-05 21:46:40,673 semantic_segmentation INFO: Iters: 72630/150000 || Lr: 0.011022 || Task Loss: 0.3082 || KD Loss: 0.1322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:36:25 || Estimated Time: 1 day, 11:48:00
2023-08-05 21:46:57,421 semantic_segmentation INFO: Iters: 72640/150000 || Lr: 0.011021 || Task Loss: 0.2761 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:36:41 || Estimated Time: 1 day, 11:47:43
2023-08-05 21:47:14,130 semantic_segmentation INFO: Iters: 72650/150000 || Lr: 0.011020 || Task Loss: 0.2711 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:36:58 || Estimated Time: 1 day, 11:47:27
2023-08-05 21:47:30,860 semantic_segmentation INFO: Iters: 72660/150000 || Lr: 0.011018 || Task Loss: 0.2998 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:37:15 || Estimated Time: 1 day, 11:47:10
2023-08-05 21:47:47,608 semantic_segmentation INFO: Iters: 72670/150000 || Lr: 0.011017 || Task Loss: 0.3146 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:37:32 || Estimated Time: 1 day, 11:46:54
2023-08-05 21:48:04,373 semantic_segmentation INFO: Iters: 72680/150000 || Lr: 0.011016 || Task Loss: 0.2265 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:37:48 || Estimated Time: 1 day, 11:46:37
2023-08-05 21:48:21,115 semantic_segmentation INFO: Iters: 72690/150000 || Lr: 0.011015 || Task Loss: 0.2847 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:38:05 || Estimated Time: 1 day, 11:46:20
2023-08-05 21:48:37,871 semantic_segmentation INFO: Iters: 72700/150000 || Lr: 0.011013 || Task Loss: 0.2266 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:38:22 || Estimated Time: 1 day, 11:46:04
2023-08-05 21:48:54,673 semantic_segmentation INFO: Iters: 72710/150000 || Lr: 0.011012 || Task Loss: 0.3312 || KD Loss: 0.2586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:38:39 || Estimated Time: 1 day, 11:45:47
2023-08-05 21:49:11,476 semantic_segmentation INFO: Iters: 72720/150000 || Lr: 0.011011 || Task Loss: 0.1677 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:38:56 || Estimated Time: 1 day, 11:45:31
2023-08-05 21:49:28,163 semantic_segmentation INFO: Iters: 72730/150000 || Lr: 0.011009 || Task Loss: 0.2580 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:39:12 || Estimated Time: 1 day, 11:45:14
2023-08-05 21:49:44,951 semantic_segmentation INFO: Iters: 72740/150000 || Lr: 0.011008 || Task Loss: 0.2781 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:39:29 || Estimated Time: 1 day, 11:44:58
2023-08-05 21:50:01,735 semantic_segmentation INFO: Iters: 72750/150000 || Lr: 0.011007 || Task Loss: 0.4037 || KD Loss: 0.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:39:46 || Estimated Time: 1 day, 11:44:41
2023-08-05 21:50:18,531 semantic_segmentation INFO: Iters: 72760/150000 || Lr: 0.011006 || Task Loss: 0.1396 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:40:03 || Estimated Time: 1 day, 11:44:25
2023-08-05 21:50:35,325 semantic_segmentation INFO: Iters: 72770/150000 || Lr: 0.011004 || Task Loss: 0.2984 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:40:19 || Estimated Time: 1 day, 11:44:08
2023-08-05 21:50:52,176 semantic_segmentation INFO: Iters: 72780/150000 || Lr: 0.011003 || Task Loss: 0.2026 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:40:36 || Estimated Time: 1 day, 11:43:52
2023-08-05 21:51:09,037 semantic_segmentation INFO: Iters: 72790/150000 || Lr: 0.011002 || Task Loss: 0.1919 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:40:53 || Estimated Time: 1 day, 11:43:35
2023-08-05 21:51:25,896 semantic_segmentation INFO: Iters: 72800/150000 || Lr: 0.011000 || Task Loss: 0.3204 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:41:10 || Estimated Time: 1 day, 11:43:19
2023-08-05 21:51:25,980 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 21:51:26,801 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.892, mIoU: 0.371
2023-08-05 21:51:26,934 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.934, mIoU: 0.491
2023-08-05 21:51:27,055 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.945, mIoU: 0.506
2023-08-05 21:51:27,175 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.535
2023-08-05 21:51:27,297 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.528
2023-08-05 21:51:27,416 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.529
2023-08-05 21:51:27,534 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.572
2023-08-05 21:51:27,656 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.584
2023-08-05 21:51:27,784 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.601
2023-08-05 21:51:27,907 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.619
2023-08-05 21:51:28,030 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.624
2023-08-05 21:51:28,151 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.662
2023-08-05 21:51:28,274 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.666
2023-08-05 21:51:28,395 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.663
2023-08-05 21:51:28,515 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.667
2023-08-05 21:51:28,636 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.661
2023-08-05 21:51:28,753 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.663
2023-08-05 21:51:28,879 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.664
2023-08-05 21:51:29,011 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.669
2023-08-05 21:51:29,131 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.675
2023-08-05 21:51:29,253 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.675
2023-08-05 21:51:29,374 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 21:51:29,498 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 21:51:29,622 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.658
2023-08-05 21:51:29,747 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-05 21:51:29,870 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-05 21:51:29,993 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.658
2023-08-05 21:51:30,116 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.656
2023-08-05 21:51:30,240 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.662
2023-08-05 21:51:30,365 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.659
2023-08-05 21:51:30,489 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.658
2023-08-05 21:51:30,609 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.656
2023-08-05 21:51:30,736 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.658
2023-08-05 21:51:30,866 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.655
2023-08-05 21:51:30,992 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.657
2023-08-05 21:51:31,118 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.657
2023-08-05 21:51:31,243 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.654
2023-08-05 21:51:31,365 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.654
2023-08-05 21:51:31,484 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.649
2023-08-05 21:51:31,604 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.650
2023-08-05 21:51:31,722 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.650
2023-08-05 21:51:31,841 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.649
2023-08-05 21:51:31,965 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.650
2023-08-05 21:51:32,096 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.651
2023-08-05 21:51:32,223 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.650
2023-08-05 21:51:32,347 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.648
2023-08-05 21:51:32,469 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.648
2023-08-05 21:51:32,592 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.646
2023-08-05 21:51:32,715 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.651
2023-08-05 21:51:32,842 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 21:51:32,969 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.654
2023-08-05 21:51:33,097 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.660
2023-08-05 21:51:33,223 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.660
2023-08-05 21:51:33,350 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.663
2023-08-05 21:51:33,474 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.661
2023-08-05 21:51:33,597 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 21:51:33,721 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.666
2023-08-05 21:51:33,848 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 21:51:33,972 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.677
2023-08-05 21:51:34,091 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 21:51:34,213 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 21:51:34,340 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 21:51:34,465 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-05 21:51:34,588 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:34,707 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 21:51:34,828 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.685
2023-08-05 21:51:34,952 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.683
2023-08-05 21:51:35,074 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.683
2023-08-05 21:51:35,194 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.681
2023-08-05 21:51:35,311 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.681
2023-08-05 21:51:35,439 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.681
2023-08-05 21:51:35,573 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.676
2023-08-05 21:51:35,694 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-05 21:51:35,819 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.670
2023-08-05 21:51:35,942 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 21:51:36,061 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 21:51:36,179 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-05 21:51:36,299 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-05 21:51:36,419 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-05 21:51:36,536 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-05 21:51:36,659 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 21:51:36,783 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.675
2023-08-05 21:51:36,908 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.674
2023-08-05 21:51:37,032 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-05 21:51:37,154 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 21:51:37,274 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 21:51:37,397 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 21:51:37,521 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.668
2023-08-05 21:51:37,642 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.668
2023-08-05 21:51:37,759 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.668
2023-08-05 21:51:37,884 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.669
2023-08-05 21:51:38,013 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:38,134 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:38,254 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 21:51:38,375 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 21:51:38,493 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-05 21:51:38,614 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-05 21:51:38,741 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 21:51:38,868 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 21:51:38,992 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 21:51:39,114 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:39,238 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:39,361 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:39,486 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:39,609 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:39,731 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:39,854 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:39,977 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-05 21:51:40,098 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-05 21:51:40,215 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:40,334 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 21:51:40,451 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 21:51:40,576 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 21:51:40,702 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.666
2023-08-05 21:51:40,828 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 21:51:40,953 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.666
2023-08-05 21:51:41,077 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 21:51:41,198 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.672
2023-08-05 21:51:41,320 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 21:51:41,442 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.675
2023-08-05 21:51:41,566 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.674
2023-08-05 21:51:41,694 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.674
2023-08-05 21:51:41,816 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.674
2023-08-05 21:51:41,937 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.677
2023-08-05 21:51:42,058 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.678
2023-08-05 21:51:42,184 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.680
2023-08-05 21:51:42,316 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.682
2023-08-05 21:51:42,436 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.682
2023-08-05 21:51:42,556 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.682
2023-08-05 21:51:42,675 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.682
2023-08-05 21:51:42,797 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.682
2023-08-05 21:51:42,921 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.682
2023-08-05 21:51:43,046 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.681
2023-08-05 21:51:43,172 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.681
2023-08-05 21:51:43,296 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 21:51:43,416 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 21:51:43,537 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 21:51:43,659 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:43,780 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-05 21:51:43,898 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 21:51:44,022 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-05 21:51:44,149 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 21:51:44,270 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:44,390 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:44,510 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:44,630 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-05 21:51:44,749 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-05 21:51:44,872 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-05 21:51:44,997 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:45,119 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 21:51:45,238 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-05 21:51:45,356 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:45,480 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-05 21:51:45,607 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-05 21:51:45,731 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:45,856 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:45,977 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.683
2023-08-05 21:51:46,100 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 21:51:46,223 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 21:51:46,347 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.682
2023-08-05 21:51:46,471 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.681
2023-08-05 21:51:46,592 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.678
2023-08-05 21:51:46,712 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.678
2023-08-05 21:51:46,831 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.678
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2023-08-05 21:52:11,079 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 21:52:11,214 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 21:52:11,340 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 21:52:11,466 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 21:52:11,588 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 21:52:11,713 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 21:52:11,841 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 21:52:11,966 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.942, mIoU: 0.668
2023-08-05 21:52:12,089 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.942, mIoU: 0.669
2023-08-05 21:52:12,214 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 21:52:12,340 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.943, mIoU: 0.669
2023-08-05 21:52:12,466 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 21:52:12,588 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 21:52:12,714 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 21:52:12,841 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 21:52:12,967 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 21:52:13,090 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 21:52:13,211 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.943, mIoU: 0.670
2023-08-05 21:52:13,338 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 21:52:13,466 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 21:52:13,593 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 21:52:13,716 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 21:52:13,837 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-05 21:52:13,964 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 21:52:14,090 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.943, mIoU: 0.672
2023-08-05 21:52:14,215 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.944, mIoU: 0.672
2023-08-05 21:52:14,339 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 21:52:14,464 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 21:52:14,588 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 21:52:14,712 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 21:52:14,834 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.944, mIoU: 0.673
2023-08-05 21:52:14,959 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:15,087 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:15,211 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:15,334 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:15,456 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:15,577 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:15,701 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:15,826 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:15,952 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:16,072 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 21:52:16,194 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:16,319 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:16,443 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:16,564 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-05 21:52:16,682 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:16,811 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:16,943 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:17,066 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:17,193 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:17,318 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 21:52:17,437 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:17,555 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:17,675 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:17,793 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:17,911 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-05 21:52:18,036 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 21:52:18,167 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 21:52:18,292 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 21:52:18,417 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 21:52:18,542 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-05 21:52:18,661 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-05 21:52:18,782 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-05 21:52:18,903 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:19,023 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:19,141 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:19,271 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:19,404 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:19,527 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:19,649 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:19,769 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:19,890 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:20,012 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:20,133 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:20,253 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:20,371 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:20,497 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:20,630 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:20,753 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:20,879 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:21,003 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-05 21:52:21,123 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.675
2023-08-05 21:52:21,244 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.675
2023-08-05 21:52:21,364 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.675
2023-08-05 21:52:21,483 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:21,602 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:21,726 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:21,855 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:21,980 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:22,104 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:22,226 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:22,347 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:22,468 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:22,588 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:22,706 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:22,824 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 21:52:22,952 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:23,086 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:23,207 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.676
2023-08-05 21:52:23,331 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 21:52:23,451 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 21:52:23,571 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 21:52:23,693 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 21:52:23,814 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 21:52:23,936 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 21:52:24,054 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 21:52:24,180 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.678
2023-08-05 21:52:24,311 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.678
2023-08-05 21:52:24,434 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.678
2023-08-05 21:52:24,558 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.678
2023-08-05 21:52:24,680 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.678
2023-08-05 21:52:24,800 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.678
2023-08-05 21:52:24,920 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.678
2023-08-05 21:52:25,040 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.678
2023-08-05 21:52:25,158 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 21:52:25,273 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.677
2023-08-05 21:52:25,400 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:25,532 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:25,655 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:25,778 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:25,899 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:26,022 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.677
2023-08-05 21:52:26,147 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.677
2023-08-05 21:52:26,273 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:26,398 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:26,518 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:26,640 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:26,765 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:26,887 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:27,007 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:27,124 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:27,252 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:27,386 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:27,507 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:27,631 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:27,755 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:27,875 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:27,995 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.679
2023-08-05 21:52:28,114 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.679
2023-08-05 21:52:28,233 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.679
2023-08-05 21:52:28,349 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.678
2023-08-05 21:52:45,317 semantic_segmentation INFO: Iters: 72810/150000 || Lr: 0.010999 || Task Loss: 0.2244 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:42:29 || Estimated Time: 1 day, 11:44:09
2023-08-05 21:53:02,184 semantic_segmentation INFO: Iters: 72820/150000 || Lr: 0.010998 || Task Loss: 0.3129 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:42:46 || Estimated Time: 1 day, 11:43:52
2023-08-05 21:53:19,013 semantic_segmentation INFO: Iters: 72830/150000 || Lr: 0.010997 || Task Loss: 0.2971 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:43:03 || Estimated Time: 1 day, 11:43:36
2023-08-05 21:53:35,910 semantic_segmentation INFO: Iters: 72840/150000 || Lr: 0.010995 || Task Loss: 0.3374 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:43:20 || Estimated Time: 1 day, 11:43:19
2023-08-05 21:53:52,689 semantic_segmentation INFO: Iters: 72850/150000 || Lr: 0.010994 || Task Loss: 0.3161 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:43:37 || Estimated Time: 1 day, 11:43:03
2023-08-05 21:54:09,538 semantic_segmentation INFO: Iters: 72860/150000 || Lr: 0.010993 || Task Loss: 0.1704 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:43:54 || Estimated Time: 1 day, 11:42:46
2023-08-05 21:54:26,330 semantic_segmentation INFO: Iters: 72870/150000 || Lr: 0.010991 || Task Loss: 0.2523 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:44:10 || Estimated Time: 1 day, 11:42:30
2023-08-05 21:54:43,081 semantic_segmentation INFO: Iters: 72880/150000 || Lr: 0.010990 || Task Loss: 0.1516 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:44:27 || Estimated Time: 1 day, 11:42:13
2023-08-05 21:54:59,923 semantic_segmentation INFO: Iters: 72890/150000 || Lr: 0.010989 || Task Loss: 0.2298 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:44:44 || Estimated Time: 1 day, 11:41:57
2023-08-05 21:55:16,724 semantic_segmentation INFO: Iters: 72900/150000 || Lr: 0.010988 || Task Loss: 0.2670 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:45:01 || Estimated Time: 1 day, 11:41:40
2023-08-05 21:55:33,461 semantic_segmentation INFO: Iters: 72910/150000 || Lr: 0.010986 || Task Loss: 0.1697 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:45:18 || Estimated Time: 1 day, 11:41:24
2023-08-05 21:55:50,229 semantic_segmentation INFO: Iters: 72920/150000 || Lr: 0.010985 || Task Loss: 0.2385 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:45:34 || Estimated Time: 1 day, 11:41:07
2023-08-05 21:56:07,082 semantic_segmentation INFO: Iters: 72930/150000 || Lr: 0.010984 || Task Loss: 0.3733 || KD Loss: 0.1600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:45:51 || Estimated Time: 1 day, 11:40:51
2023-08-05 21:56:23,803 semantic_segmentation INFO: Iters: 72940/150000 || Lr: 0.010982 || Task Loss: 0.1498 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:08 || Estimated Time: 1 day, 11:40:34
2023-08-05 21:56:40,587 semantic_segmentation INFO: Iters: 72950/150000 || Lr: 0.010981 || Task Loss: 0.2339 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:25 || Estimated Time: 1 day, 11:40:17
2023-08-05 21:56:57,281 semantic_segmentation INFO: Iters: 72960/150000 || Lr: 0.010980 || Task Loss: 0.1739 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:41 || Estimated Time: 1 day, 11:40:01
2023-08-05 21:57:14,064 semantic_segmentation INFO: Iters: 72970/150000 || Lr: 0.010979 || Task Loss: 0.2802 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:58 || Estimated Time: 1 day, 11:39:44
2023-08-05 21:57:30,922 semantic_segmentation INFO: Iters: 72980/150000 || Lr: 0.010977 || Task Loss: 0.2348 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:47:15 || Estimated Time: 1 day, 11:39:28
2023-08-05 21:57:47,719 semantic_segmentation INFO: Iters: 72990/150000 || Lr: 0.010976 || Task Loss: 0.1733 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:47:32 || Estimated Time: 1 day, 11:39:11
2023-08-05 21:58:04,543 semantic_segmentation INFO: Iters: 73000/150000 || Lr: 0.010975 || Task Loss: 0.3171 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:47:49 || Estimated Time: 1 day, 11:38:55
2023-08-05 21:58:21,245 semantic_segmentation INFO: Iters: 73010/150000 || Lr: 0.010973 || Task Loss: 0.3802 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:48:05 || Estimated Time: 1 day, 11:38:38
2023-08-05 21:58:38,042 semantic_segmentation INFO: Iters: 73020/150000 || Lr: 0.010972 || Task Loss: 0.2168 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:38:22
2023-08-05 21:58:54,815 semantic_segmentation INFO: Iters: 73030/150000 || Lr: 0.010971 || Task Loss: 0.4785 || KD Loss: 0.1791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:48:39 || Estimated Time: 1 day, 11:38:05
2023-08-05 21:59:11,556 semantic_segmentation INFO: Iters: 73040/150000 || Lr: 0.010970 || Task Loss: 0.2240 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:37:49
2023-08-05 21:59:28,334 semantic_segmentation INFO: Iters: 73050/150000 || Lr: 0.010968 || Task Loss: 0.2809 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:49:12 || Estimated Time: 1 day, 11:37:32
2023-08-05 21:59:45,089 semantic_segmentation INFO: Iters: 73060/150000 || Lr: 0.010967 || Task Loss: 0.4223 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:49:29 || Estimated Time: 1 day, 11:37:15
2023-08-05 22:00:01,998 semantic_segmentation INFO: Iters: 73070/150000 || Lr: 0.010966 || Task Loss: 0.2400 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:49:46 || Estimated Time: 1 day, 11:36:59
2023-08-05 22:00:19,060 semantic_segmentation INFO: Iters: 73080/150000 || Lr: 0.010964 || Task Loss: 0.2342 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:36:43
2023-08-05 22:00:35,917 semantic_segmentation INFO: Iters: 73090/150000 || Lr: 0.010963 || Task Loss: 0.2611 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:50:20 || Estimated Time: 1 day, 11:36:26
2023-08-05 22:00:52,633 semantic_segmentation INFO: Iters: 73100/150000 || Lr: 0.010962 || Task Loss: 0.2275 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:50:37 || Estimated Time: 1 day, 11:36:10
2023-08-05 22:01:09,384 semantic_segmentation INFO: Iters: 73110/150000 || Lr: 0.010961 || Task Loss: 0.1542 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:50:53 || Estimated Time: 1 day, 11:35:53
2023-08-05 22:01:26,119 semantic_segmentation INFO: Iters: 73120/150000 || Lr: 0.010959 || Task Loss: 0.3431 || KD Loss: 0.1842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:51:10 || Estimated Time: 1 day, 11:35:36
2023-08-05 22:01:42,829 semantic_segmentation INFO: Iters: 73130/150000 || Lr: 0.010958 || Task Loss: 0.1543 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:51:27 || Estimated Time: 1 day, 11:35:20
2023-08-05 22:01:59,607 semantic_segmentation INFO: Iters: 73140/150000 || Lr: 0.010957 || Task Loss: 0.1491 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:51:44 || Estimated Time: 1 day, 11:35:03
2023-08-05 22:02:16,303 semantic_segmentation INFO: Iters: 73150/150000 || Lr: 0.010956 || Task Loss: 0.3088 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:52:00 || Estimated Time: 1 day, 11:34:47
2023-08-05 22:02:33,007 semantic_segmentation INFO: Iters: 73160/150000 || Lr: 0.010954 || Task Loss: 0.3032 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:52:17 || Estimated Time: 1 day, 11:34:30
2023-08-05 22:02:49,775 semantic_segmentation INFO: Iters: 73170/150000 || Lr: 0.010953 || Task Loss: 0.2203 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:34:13
2023-08-05 22:03:06,573 semantic_segmentation INFO: Iters: 73180/150000 || Lr: 0.010952 || Task Loss: 0.1761 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:52:51 || Estimated Time: 1 day, 11:33:57
2023-08-05 22:03:23,307 semantic_segmentation INFO: Iters: 73190/150000 || Lr: 0.010950 || Task Loss: 0.2563 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:33:40
2023-08-05 22:03:40,097 semantic_segmentation INFO: Iters: 73200/150000 || Lr: 0.010949 || Task Loss: 0.3567 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:53:24 || Estimated Time: 1 day, 11:33:24
2023-08-05 22:03:56,849 semantic_segmentation INFO: Iters: 73210/150000 || Lr: 0.010948 || Task Loss: 0.1933 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:53:41 || Estimated Time: 1 day, 11:33:07
2023-08-05 22:04:13,577 semantic_segmentation INFO: Iters: 73220/150000 || Lr: 0.010947 || Task Loss: 0.1436 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:53:58 || Estimated Time: 1 day, 11:32:51
2023-08-05 22:04:30,342 semantic_segmentation INFO: Iters: 73230/150000 || Lr: 0.010945 || Task Loss: 0.2368 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:54:14 || Estimated Time: 1 day, 11:32:34
2023-08-05 22:04:47,188 semantic_segmentation INFO: Iters: 73240/150000 || Lr: 0.010944 || Task Loss: 0.2392 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:54:31 || Estimated Time: 1 day, 11:32:18
2023-08-05 22:05:03,978 semantic_segmentation INFO: Iters: 73250/150000 || Lr: 0.010943 || Task Loss: 0.2655 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:54:48 || Estimated Time: 1 day, 11:32:01
2023-08-05 22:05:20,849 semantic_segmentation INFO: Iters: 73260/150000 || Lr: 0.010941 || Task Loss: 0.1883 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:55:05 || Estimated Time: 1 day, 11:31:45
2023-08-05 22:05:37,667 semantic_segmentation INFO: Iters: 73270/150000 || Lr: 0.010940 || Task Loss: 0.3135 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:55:22 || Estimated Time: 1 day, 11:31:28
2023-08-05 22:05:54,508 semantic_segmentation INFO: Iters: 73280/150000 || Lr: 0.010939 || Task Loss: 0.1667 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:55:39 || Estimated Time: 1 day, 11:31:12
2023-08-05 22:06:11,318 semantic_segmentation INFO: Iters: 73290/150000 || Lr: 0.010938 || Task Loss: 0.1720 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:55:55 || Estimated Time: 1 day, 11:30:55
2023-08-05 22:06:28,247 semantic_segmentation INFO: Iters: 73300/150000 || Lr: 0.010936 || Task Loss: 0.1859 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:56:12 || Estimated Time: 1 day, 11:30:39
2023-08-05 22:06:45,169 semantic_segmentation INFO: Iters: 73310/150000 || Lr: 0.010935 || Task Loss: 0.3946 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:56:29 || Estimated Time: 1 day, 11:30:22
2023-08-05 22:07:02,039 semantic_segmentation INFO: Iters: 73320/150000 || Lr: 0.010934 || Task Loss: 0.1487 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:56:46 || Estimated Time: 1 day, 11:30:06
2023-08-05 22:07:18,885 semantic_segmentation INFO: Iters: 73330/150000 || Lr: 0.010932 || Task Loss: 0.2555 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:57:03 || Estimated Time: 1 day, 11:29:49
2023-08-05 22:07:35,806 semantic_segmentation INFO: Iters: 73340/150000 || Lr: 0.010931 || Task Loss: 0.4125 || KD Loss: 0.1176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:57:20 || Estimated Time: 1 day, 11:29:33
2023-08-05 22:07:52,664 semantic_segmentation INFO: Iters: 73350/150000 || Lr: 0.010930 || Task Loss: 0.2870 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:57:37 || Estimated Time: 1 day, 11:29:16
2023-08-05 22:08:09,490 semantic_segmentation INFO: Iters: 73360/150000 || Lr: 0.010929 || Task Loss: 0.3525 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:57:54 || Estimated Time: 1 day, 11:29:00
2023-08-05 22:08:26,419 semantic_segmentation INFO: Iters: 73370/150000 || Lr: 0.010927 || Task Loss: 0.4196 || KD Loss: 0.1792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:58:10 || Estimated Time: 1 day, 11:28:44
2023-08-05 22:08:43,289 semantic_segmentation INFO: Iters: 73380/150000 || Lr: 0.010926 || Task Loss: 0.2370 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:58:27 || Estimated Time: 1 day, 11:28:27
2023-08-05 22:09:00,074 semantic_segmentation INFO: Iters: 73390/150000 || Lr: 0.010925 || Task Loss: 0.2208 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:58:44 || Estimated Time: 1 day, 11:28:11
2023-08-05 22:09:16,861 semantic_segmentation INFO: Iters: 73400/150000 || Lr: 0.010923 || Task Loss: 0.1972 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:59:01 || Estimated Time: 1 day, 11:27:54
2023-08-05 22:09:33,696 semantic_segmentation INFO: Iters: 73410/150000 || Lr: 0.010922 || Task Loss: 0.2272 || KD Loss: 0.1447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:59:18 || Estimated Time: 1 day, 11:27:37
2023-08-05 22:09:50,461 semantic_segmentation INFO: Iters: 73420/150000 || Lr: 0.010921 || Task Loss: 0.4888 || KD Loss: 0.3013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:59:34 || Estimated Time: 1 day, 11:27:21
2023-08-05 22:10:07,259 semantic_segmentation INFO: Iters: 73430/150000 || Lr: 0.010920 || Task Loss: 0.3409 || KD Loss: 0.2595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:59:51 || Estimated Time: 1 day, 11:27:04
2023-08-05 22:10:24,078 semantic_segmentation INFO: Iters: 73440/150000 || Lr: 0.010918 || Task Loss: 0.2208 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:00:08 || Estimated Time: 1 day, 11:26:48
2023-08-05 22:10:40,816 semantic_segmentation INFO: Iters: 73450/150000 || Lr: 0.010917 || Task Loss: 0.2145 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:00:25 || Estimated Time: 1 day, 11:26:31
2023-08-05 22:10:57,573 semantic_segmentation INFO: Iters: 73460/150000 || Lr: 0.010916 || Task Loss: 0.2353 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:00:42 || Estimated Time: 1 day, 11:26:15
2023-08-05 22:11:14,345 semantic_segmentation INFO: Iters: 73470/150000 || Lr: 0.010914 || Task Loss: 0.7684 || KD Loss: 0.3535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:00:58 || Estimated Time: 1 day, 11:25:58
2023-08-05 22:11:31,048 semantic_segmentation INFO: Iters: 73480/150000 || Lr: 0.010913 || Task Loss: 0.2454 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:25:42
2023-08-05 22:11:47,862 semantic_segmentation INFO: Iters: 73490/150000 || Lr: 0.010912 || Task Loss: 0.2310 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:25:25
2023-08-05 22:12:04,664 semantic_segmentation INFO: Iters: 73500/150000 || Lr: 0.010911 || Task Loss: 0.1706 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:01:49 || Estimated Time: 1 day, 11:25:08
2023-08-05 22:12:21,424 semantic_segmentation INFO: Iters: 73510/150000 || Lr: 0.010909 || Task Loss: 0.3206 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:02:05 || Estimated Time: 1 day, 11:24:52
2023-08-05 22:12:38,206 semantic_segmentation INFO: Iters: 73520/150000 || Lr: 0.010908 || Task Loss: 0.3819 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:02:22 || Estimated Time: 1 day, 11:24:35
2023-08-05 22:12:54,927 semantic_segmentation INFO: Iters: 73530/150000 || Lr: 0.010907 || Task Loss: 0.1941 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:02:39 || Estimated Time: 1 day, 11:24:19
2023-08-05 22:13:11,749 semantic_segmentation INFO: Iters: 73540/150000 || Lr: 0.010905 || Task Loss: 0.1775 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:02:56 || Estimated Time: 1 day, 11:24:02
2023-08-05 22:13:28,488 semantic_segmentation INFO: Iters: 73550/150000 || Lr: 0.010904 || Task Loss: 0.2097 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:03:13 || Estimated Time: 1 day, 11:23:46
2023-08-05 22:13:45,233 semantic_segmentation INFO: Iters: 73560/150000 || Lr: 0.010903 || Task Loss: 0.2298 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:03:29 || Estimated Time: 1 day, 11:23:29
2023-08-05 22:14:02,008 semantic_segmentation INFO: Iters: 73570/150000 || Lr: 0.010902 || Task Loss: 0.3122 || KD Loss: 0.3229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:03:46 || Estimated Time: 1 day, 11:23:13
2023-08-05 22:14:18,750 semantic_segmentation INFO: Iters: 73580/150000 || Lr: 0.010900 || Task Loss: 0.2253 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:04:03 || Estimated Time: 1 day, 11:22:56
2023-08-05 22:14:35,580 semantic_segmentation INFO: Iters: 73590/150000 || Lr: 0.010899 || Task Loss: 0.3746 || KD Loss: 0.1538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:04:20 || Estimated Time: 1 day, 11:22:39
2023-08-05 22:14:52,386 semantic_segmentation INFO: Iters: 73600/150000 || Lr: 0.010898 || Task Loss: 0.2046 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:04:36 || Estimated Time: 1 day, 11:22:23
2023-08-05 22:14:52,467 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 22:14:53,347 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.399
2023-08-05 22:14:53,468 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.496
2023-08-05 22:14:53,591 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.517
2023-08-05 22:14:53,720 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.543
2023-08-05 22:14:53,838 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.535
2023-08-05 22:14:53,960 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.531
2023-08-05 22:14:54,079 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.525
2023-08-05 22:14:54,197 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.549
2023-08-05 22:14:54,314 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.590
2023-08-05 22:14:54,437 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.638
2023-08-05 22:14:54,560 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.644
2023-08-05 22:14:54,680 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.652
2023-08-05 22:14:54,799 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.662
2023-08-05 22:14:54,916 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.652
2023-08-05 22:14:55,038 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.657
2023-08-05 22:14:55,161 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.649
2023-08-05 22:14:55,283 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.654
2023-08-05 22:14:55,402 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.659
2023-08-05 22:14:55,522 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.670
2023-08-05 22:14:55,646 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 22:14:55,775 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-05 22:14:55,895 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.665
2023-08-05 22:14:56,016 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.665
2023-08-05 22:14:56,134 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-05 22:14:56,257 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.684
2023-08-05 22:14:56,384 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-05 22:14:56,506 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-05 22:14:56,628 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.665
2023-08-05 22:14:56,748 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.667
2023-08-05 22:14:56,868 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.689
2023-08-05 22:14:56,991 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 22:14:57,114 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.686
2023-08-05 22:14:57,238 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.688
2023-08-05 22:14:57,360 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.687
2023-08-05 22:14:57,480 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 22:14:57,603 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.688
2023-08-05 22:14:57,724 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.685
2023-08-05 22:14:57,846 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.682
2023-08-05 22:14:57,965 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.678
2023-08-05 22:14:58,090 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.679
2023-08-05 22:14:58,219 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.677
2023-08-05 22:14:58,338 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.677
2023-08-05 22:14:58,456 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.678
2023-08-05 22:14:58,574 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.679
2023-08-05 22:14:58,692 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.678
2023-08-05 22:14:58,811 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.678
2023-08-05 22:14:58,933 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.679
2023-08-05 22:14:59,062 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 22:14:59,184 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 22:14:59,304 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.681
2023-08-05 22:14:59,424 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.682
2023-08-05 22:14:59,546 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-05 22:14:59,668 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-05 22:14:59,789 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-05 22:14:59,908 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.690
2023-08-05 22:15:00,025 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.696
2023-08-05 22:15:00,153 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.697
2023-08-05 22:15:00,285 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.703
2023-08-05 22:15:00,404 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.706
2023-08-05 22:15:00,526 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.704
2023-08-05 22:15:00,648 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.706
2023-08-05 22:15:00,767 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-05 22:15:00,888 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.707
2023-08-05 22:15:01,011 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.710
2023-08-05 22:15:01,135 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.712
2023-08-05 22:15:01,255 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.711
2023-08-05 22:15:01,377 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.709
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2023-08-05 22:15:01,627 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.709
2023-08-05 22:15:01,751 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-05 22:15:01,871 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.709
2023-08-05 22:15:01,992 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.700
2023-08-05 22:15:02,115 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.693
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2023-08-05 22:15:02,359 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.694
2023-08-05 22:15:02,476 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.694
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2023-08-05 22:15:02,735 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.694
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2023-08-05 22:15:03,328 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.695
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2023-08-05 22:15:03,575 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.687
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2023-08-05 22:15:04,065 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.686
2023-08-05 22:15:04,184 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.686
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2023-08-05 22:15:04,788 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.688
2023-08-05 22:15:04,906 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.936, mIoU: 0.688
2023-08-05 22:15:05,025 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.686
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2023-08-05 22:15:14,073 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.937, mIoU: 0.696
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2023-08-05 22:15:49,745 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 22:15:49,869 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 22:15:49,994 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 22:15:50,118 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:50,245 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:50,372 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:50,499 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 22:15:50,624 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 22:15:50,744 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 22:15:50,865 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 22:15:50,986 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 22:15:51,107 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 22:15:51,227 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-05 22:15:51,357 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:51,489 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:51,611 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:51,736 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:51,858 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:51,978 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:52,098 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:52,219 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:52,339 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:52,457 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-05 22:15:52,581 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 22:15:52,711 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 22:15:52,834 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 22:15:52,958 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 22:15:53,079 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 22:15:53,200 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 22:15:53,320 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-05 22:15:53,442 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 22:15:53,562 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 22:15:53,680 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 22:15:53,807 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 22:15:53,941 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 22:15:54,061 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 22:15:54,186 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 22:15:54,310 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-05 22:15:54,429 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-05 22:15:54,548 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-05 22:16:11,516 semantic_segmentation INFO: Iters: 73610/150000 || Lr: 0.010896 || Task Loss: 0.2538 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:05:56 || Estimated Time: 1 day, 11:23:11
2023-08-05 22:16:28,209 semantic_segmentation INFO: Iters: 73620/150000 || Lr: 0.010895 || Task Loss: 0.1407 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:06:12 || Estimated Time: 1 day, 11:22:54
2023-08-05 22:16:45,065 semantic_segmentation INFO: Iters: 73630/150000 || Lr: 0.010894 || Task Loss: 0.2196 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:06:29 || Estimated Time: 1 day, 11:22:38
2023-08-05 22:17:01,779 semantic_segmentation INFO: Iters: 73640/150000 || Lr: 0.010893 || Task Loss: 0.2683 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:06:46 || Estimated Time: 1 day, 11:22:21
2023-08-05 22:17:18,593 semantic_segmentation INFO: Iters: 73650/150000 || Lr: 0.010891 || Task Loss: 0.3000 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:07:03 || Estimated Time: 1 day, 11:22:05
2023-08-05 22:17:35,395 semantic_segmentation INFO: Iters: 73660/150000 || Lr: 0.010890 || Task Loss: 0.2893 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:07:19 || Estimated Time: 1 day, 11:21:48
2023-08-05 22:17:52,090 semantic_segmentation INFO: Iters: 73670/150000 || Lr: 0.010889 || Task Loss: 0.4601 || KD Loss: 0.1744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:07:36 || Estimated Time: 1 day, 11:21:32
2023-08-05 22:18:08,859 semantic_segmentation INFO: Iters: 73680/150000 || Lr: 0.010887 || Task Loss: 0.1955 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:07:53 || Estimated Time: 1 day, 11:21:15
2023-08-05 22:18:25,659 semantic_segmentation INFO: Iters: 73690/150000 || Lr: 0.010886 || Task Loss: 0.2385 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:08:10 || Estimated Time: 1 day, 11:20:58
2023-08-05 22:18:42,426 semantic_segmentation INFO: Iters: 73700/150000 || Lr: 0.010885 || Task Loss: 0.1978 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:08:26 || Estimated Time: 1 day, 11:20:42
2023-08-05 22:18:59,248 semantic_segmentation INFO: Iters: 73710/150000 || Lr: 0.010884 || Task Loss: 0.3370 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:08:43 || Estimated Time: 1 day, 11:20:25
2023-08-05 22:19:16,097 semantic_segmentation INFO: Iters: 73720/150000 || Lr: 0.010882 || Task Loss: 0.2907 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:09:00 || Estimated Time: 1 day, 11:20:09
2023-08-05 22:19:32,898 semantic_segmentation INFO: Iters: 73730/150000 || Lr: 0.010881 || Task Loss: 0.2293 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:09:17 || Estimated Time: 1 day, 11:19:52
2023-08-05 22:19:49,697 semantic_segmentation INFO: Iters: 73740/150000 || Lr: 0.010880 || Task Loss: 0.3991 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:09:34 || Estimated Time: 1 day, 11:19:36
2023-08-05 22:20:06,617 semantic_segmentation INFO: Iters: 73750/150000 || Lr: 0.010878 || Task Loss: 0.2444 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:09:51 || Estimated Time: 1 day, 11:19:19
2023-08-05 22:20:23,430 semantic_segmentation INFO: Iters: 73760/150000 || Lr: 0.010877 || Task Loss: 0.3356 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:10:07 || Estimated Time: 1 day, 11:19:03
2023-08-05 22:20:40,341 semantic_segmentation INFO: Iters: 73770/150000 || Lr: 0.010876 || Task Loss: 0.3191 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:10:24 || Estimated Time: 1 day, 11:18:46
2023-08-05 22:20:57,220 semantic_segmentation INFO: Iters: 73780/150000 || Lr: 0.010875 || Task Loss: 0.1954 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:10:41 || Estimated Time: 1 day, 11:18:30
2023-08-05 22:21:14,346 semantic_segmentation INFO: Iters: 73790/150000 || Lr: 0.010873 || Task Loss: 0.3159 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:10:58 || Estimated Time: 1 day, 11:18:14
2023-08-05 22:21:31,135 semantic_segmentation INFO: Iters: 73800/150000 || Lr: 0.010872 || Task Loss: 0.2294 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:11:15 || Estimated Time: 1 day, 11:17:57
2023-08-05 22:21:47,987 semantic_segmentation INFO: Iters: 73810/150000 || Lr: 0.010871 || Task Loss: 0.2189 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:11:32 || Estimated Time: 1 day, 11:17:41
2023-08-05 22:22:04,812 semantic_segmentation INFO: Iters: 73820/150000 || Lr: 0.010870 || Task Loss: 0.2424 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:11:49 || Estimated Time: 1 day, 11:17:24
2023-08-05 22:22:21,659 semantic_segmentation INFO: Iters: 73830/150000 || Lr: 0.010868 || Task Loss: 0.1332 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:12:06 || Estimated Time: 1 day, 11:17:08
2023-08-05 22:22:38,557 semantic_segmentation INFO: Iters: 73840/150000 || Lr: 0.010867 || Task Loss: 0.3476 || KD Loss: 0.1119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:12:23 || Estimated Time: 1 day, 11:16:51
2023-08-05 22:22:55,369 semantic_segmentation INFO: Iters: 73850/150000 || Lr: 0.010866 || Task Loss: 0.1803 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:12:39 || Estimated Time: 1 day, 11:16:35
2023-08-05 22:23:12,133 semantic_segmentation INFO: Iters: 73860/150000 || Lr: 0.010864 || Task Loss: 0.3007 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:12:56 || Estimated Time: 1 day, 11:16:18
2023-08-05 22:23:28,970 semantic_segmentation INFO: Iters: 73870/150000 || Lr: 0.010863 || Task Loss: 0.3215 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:13:13 || Estimated Time: 1 day, 11:16:01
2023-08-05 22:23:45,709 semantic_segmentation INFO: Iters: 73880/150000 || Lr: 0.010862 || Task Loss: 0.2673 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:13:30 || Estimated Time: 1 day, 11:15:45
2023-08-05 22:24:02,550 semantic_segmentation INFO: Iters: 73890/150000 || Lr: 0.010861 || Task Loss: 0.3162 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:13:47 || Estimated Time: 1 day, 11:15:28
2023-08-05 22:24:19,341 semantic_segmentation INFO: Iters: 73900/150000 || Lr: 0.010859 || Task Loss: 0.3525 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:14:03 || Estimated Time: 1 day, 11:15:12
2023-08-05 22:24:36,121 semantic_segmentation INFO: Iters: 73910/150000 || Lr: 0.010858 || Task Loss: 0.1840 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:14:20 || Estimated Time: 1 day, 11:14:55
2023-08-05 22:24:53,143 semantic_segmentation INFO: Iters: 73920/150000 || Lr: 0.010857 || Task Loss: 0.2782 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:14:37 || Estimated Time: 1 day, 11:14:39
2023-08-05 22:25:10,149 semantic_segmentation INFO: Iters: 73930/150000 || Lr: 0.010855 || Task Loss: 0.2849 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:14:54 || Estimated Time: 1 day, 11:14:23
2023-08-05 22:25:27,028 semantic_segmentation INFO: Iters: 73940/150000 || Lr: 0.010854 || Task Loss: 0.2966 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:15:11 || Estimated Time: 1 day, 11:14:06
2023-08-05 22:25:43,814 semantic_segmentation INFO: Iters: 73950/150000 || Lr: 0.010853 || Task Loss: 0.2642 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:13:50
2023-08-05 22:26:00,643 semantic_segmentation INFO: Iters: 73960/150000 || Lr: 0.010852 || Task Loss: 0.2439 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:15:45 || Estimated Time: 1 day, 11:13:33
2023-08-05 22:26:17,448 semantic_segmentation INFO: Iters: 73970/150000 || Lr: 0.010850 || Task Loss: 0.2919 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:13:16
2023-08-05 22:26:34,239 semantic_segmentation INFO: Iters: 73980/150000 || Lr: 0.010849 || Task Loss: 0.2531 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:16:18 || Estimated Time: 1 day, 11:13:00
2023-08-05 22:26:51,029 semantic_segmentation INFO: Iters: 73990/150000 || Lr: 0.010848 || Task Loss: 0.1983 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:16:35 || Estimated Time: 1 day, 11:12:43
2023-08-05 22:27:07,781 semantic_segmentation INFO: Iters: 74000/150000 || Lr: 0.010846 || Task Loss: 0.2668 || KD Loss: 0.1415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:16:52 || Estimated Time: 1 day, 11:12:27
2023-08-05 22:27:24,535 semantic_segmentation INFO: Iters: 74010/150000 || Lr: 0.010845 || Task Loss: 0.2767 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:17:09 || Estimated Time: 1 day, 11:12:10
2023-08-05 22:27:41,333 semantic_segmentation INFO: Iters: 74020/150000 || Lr: 0.010844 || Task Loss: 0.1317 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:17:25 || Estimated Time: 1 day, 11:11:54
2023-08-05 22:27:58,118 semantic_segmentation INFO: Iters: 74030/150000 || Lr: 0.010843 || Task Loss: 0.1803 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:17:42 || Estimated Time: 1 day, 11:11:37
2023-08-05 22:28:14,879 semantic_segmentation INFO: Iters: 74040/150000 || Lr: 0.010841 || Task Loss: 0.2210 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:17:59 || Estimated Time: 1 day, 11:11:20
2023-08-05 22:28:31,719 semantic_segmentation INFO: Iters: 74050/150000 || Lr: 0.010840 || Task Loss: 0.3217 || KD Loss: 0.1326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:18:16 || Estimated Time: 1 day, 11:11:04
2023-08-05 22:28:48,510 semantic_segmentation INFO: Iters: 74060/150000 || Lr: 0.010839 || Task Loss: 0.3574 || KD Loss: 0.1519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:18:33 || Estimated Time: 1 day, 11:10:47
2023-08-05 22:29:05,314 semantic_segmentation INFO: Iters: 74070/150000 || Lr: 0.010837 || Task Loss: 0.3065 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:18:49 || Estimated Time: 1 day, 11:10:31
2023-08-05 22:29:22,094 semantic_segmentation INFO: Iters: 74080/150000 || Lr: 0.010836 || Task Loss: 0.1717 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:19:06 || Estimated Time: 1 day, 11:10:14
2023-08-05 22:29:38,835 semantic_segmentation INFO: Iters: 74090/150000 || Lr: 0.010835 || Task Loss: 0.1892 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:19:23 || Estimated Time: 1 day, 11:09:58
2023-08-05 22:29:55,626 semantic_segmentation INFO: Iters: 74100/150000 || Lr: 0.010834 || Task Loss: 0.2200 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:19:40 || Estimated Time: 1 day, 11:09:41
2023-08-05 22:30:12,423 semantic_segmentation INFO: Iters: 74110/150000 || Lr: 0.010832 || Task Loss: 0.2078 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:19:56 || Estimated Time: 1 day, 11:09:24
2023-08-05 22:30:29,205 semantic_segmentation INFO: Iters: 74120/150000 || Lr: 0.010831 || Task Loss: 0.2001 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:20:13 || Estimated Time: 1 day, 11:09:08
2023-08-05 22:30:45,923 semantic_segmentation INFO: Iters: 74130/150000 || Lr: 0.010830 || Task Loss: 0.2224 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:20:30 || Estimated Time: 1 day, 11:08:51
2023-08-05 22:31:02,722 semantic_segmentation INFO: Iters: 74140/150000 || Lr: 0.010828 || Task Loss: 0.1385 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:20:47 || Estimated Time: 1 day, 11:08:35
2023-08-05 22:31:19,444 semantic_segmentation INFO: Iters: 74150/150000 || Lr: 0.010827 || Task Loss: 0.2120 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:21:03 || Estimated Time: 1 day, 11:08:18
2023-08-05 22:31:36,185 semantic_segmentation INFO: Iters: 74160/150000 || Lr: 0.010826 || Task Loss: 0.1285 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:21:20 || Estimated Time: 1 day, 11:08:01
2023-08-05 22:31:52,925 semantic_segmentation INFO: Iters: 74170/150000 || Lr: 0.010825 || Task Loss: 0.2433 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:21:37 || Estimated Time: 1 day, 11:07:45
2023-08-05 22:32:09,623 semantic_segmentation INFO: Iters: 74180/150000 || Lr: 0.010823 || Task Loss: 0.3471 || KD Loss: 0.1210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:21:54 || Estimated Time: 1 day, 11:07:28
2023-08-05 22:32:26,363 semantic_segmentation INFO: Iters: 74190/150000 || Lr: 0.010822 || Task Loss: 0.1948 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:22:10 || Estimated Time: 1 day, 11:07:12
2023-08-05 22:32:43,143 semantic_segmentation INFO: Iters: 74200/150000 || Lr: 0.010821 || Task Loss: 0.2154 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:22:27 || Estimated Time: 1 day, 11:06:55
2023-08-05 22:32:59,927 semantic_segmentation INFO: Iters: 74210/150000 || Lr: 0.010819 || Task Loss: 0.2958 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:22:44 || Estimated Time: 1 day, 11:06:38
2023-08-05 22:33:16,594 semantic_segmentation INFO: Iters: 74220/150000 || Lr: 0.010818 || Task Loss: 0.2792 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:23:01 || Estimated Time: 1 day, 11:06:22
2023-08-05 22:33:33,380 semantic_segmentation INFO: Iters: 74230/150000 || Lr: 0.010817 || Task Loss: 0.3202 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:23:17 || Estimated Time: 1 day, 11:06:05
2023-08-05 22:33:50,120 semantic_segmentation INFO: Iters: 74240/150000 || Lr: 0.010816 || Task Loss: 0.2009 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:23:34 || Estimated Time: 1 day, 11:05:49
2023-08-05 22:34:06,906 semantic_segmentation INFO: Iters: 74250/150000 || Lr: 0.010814 || Task Loss: 0.1976 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 11:05:32
2023-08-05 22:34:23,659 semantic_segmentation INFO: Iters: 74260/150000 || Lr: 0.010813 || Task Loss: 0.1576 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:08 || Estimated Time: 1 day, 11:05:15
2023-08-05 22:34:40,507 semantic_segmentation INFO: Iters: 74270/150000 || Lr: 0.010812 || Task Loss: 0.1488 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:25 || Estimated Time: 1 day, 11:04:59
2023-08-05 22:34:57,308 semantic_segmentation INFO: Iters: 74280/150000 || Lr: 0.010810 || Task Loss: 0.3517 || KD Loss: 0.1252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:41 || Estimated Time: 1 day, 11:04:42
2023-08-05 22:35:14,105 semantic_segmentation INFO: Iters: 74290/150000 || Lr: 0.010809 || Task Loss: 0.1988 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:58 || Estimated Time: 1 day, 11:04:26
2023-08-05 22:35:30,884 semantic_segmentation INFO: Iters: 74300/150000 || Lr: 0.010808 || Task Loss: 0.2990 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:25:15 || Estimated Time: 1 day, 11:04:09
2023-08-05 22:35:47,730 semantic_segmentation INFO: Iters: 74310/150000 || Lr: 0.010807 || Task Loss: 0.2536 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:25:32 || Estimated Time: 1 day, 11:03:53
2023-08-05 22:36:04,471 semantic_segmentation INFO: Iters: 74320/150000 || Lr: 0.010805 || Task Loss: 0.2564 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:25:49 || Estimated Time: 1 day, 11:03:36
2023-08-05 22:36:21,322 semantic_segmentation INFO: Iters: 74330/150000 || Lr: 0.010804 || Task Loss: 0.2284 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:26:05 || Estimated Time: 1 day, 11:03:20
2023-08-05 22:36:38,207 semantic_segmentation INFO: Iters: 74340/150000 || Lr: 0.010803 || Task Loss: 0.2472 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:26:22 || Estimated Time: 1 day, 11:03:03
2023-08-05 22:36:55,052 semantic_segmentation INFO: Iters: 74350/150000 || Lr: 0.010801 || Task Loss: 0.1329 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:26:39 || Estimated Time: 1 day, 11:02:47
2023-08-05 22:37:11,850 semantic_segmentation INFO: Iters: 74360/150000 || Lr: 0.010800 || Task Loss: 0.4312 || KD Loss: 0.2041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:26:56 || Estimated Time: 1 day, 11:02:30
2023-08-05 22:37:28,682 semantic_segmentation INFO: Iters: 74370/150000 || Lr: 0.010799 || Task Loss: 0.2445 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:27:13 || Estimated Time: 1 day, 11:02:14
2023-08-05 22:37:45,485 semantic_segmentation INFO: Iters: 74380/150000 || Lr: 0.010798 || Task Loss: 0.2710 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:27:30 || Estimated Time: 1 day, 11:01:57
2023-08-05 22:38:02,286 semantic_segmentation INFO: Iters: 74390/150000 || Lr: 0.010796 || Task Loss: 0.1950 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:27:46 || Estimated Time: 1 day, 11:01:40
2023-08-05 22:38:19,114 semantic_segmentation INFO: Iters: 74400/150000 || Lr: 0.010795 || Task Loss: 0.3313 || KD Loss: 0.0935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:28:03 || Estimated Time: 1 day, 11:01:24
2023-08-05 22:38:19,189 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 22:38:19,943 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.397
2023-08-05 22:38:20,095 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.478
2023-08-05 22:38:20,220 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.499
2023-08-05 22:38:20,338 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.532
2023-08-05 22:38:20,457 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.524
2023-08-05 22:38:20,578 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.523
2023-08-05 22:38:20,700 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.523
2023-08-05 22:38:20,821 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.534
2023-08-05 22:38:20,940 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.585
2023-08-05 22:38:21,058 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.635
2023-08-05 22:38:21,183 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.639
2023-08-05 22:38:21,313 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.649
2023-08-05 22:38:21,433 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.660
2023-08-05 22:38:21,554 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.661
2023-08-05 22:38:21,672 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.633
2023-08-05 22:38:21,797 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.625
2023-08-05 22:38:21,925 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.629
2023-08-05 22:38:22,049 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.634
2023-08-05 22:38:22,172 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.643
2023-08-05 22:38:22,292 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.646
2023-08-05 22:38:22,412 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.647
2023-08-05 22:38:22,534 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-05 22:38:22,656 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.675
2023-08-05 22:38:22,776 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-05 22:38:22,893 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.695
2023-08-05 22:38:23,016 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-05 22:38:23,144 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 22:38:23,265 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-05 22:38:23,387 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 22:38:23,508 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 22:38:23,631 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 22:38:23,759 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.678
2023-08-05 22:38:23,880 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 22:38:24,002 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-05 22:38:24,124 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 22:38:24,246 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.682
2023-08-05 22:38:24,369 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 22:38:24,493 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-05 22:38:24,617 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.676
2023-08-05 22:38:24,739 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-05 22:38:24,859 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.681
2023-08-05 22:38:24,981 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-05 22:38:25,103 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-05 22:38:25,226 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-05 22:38:25,347 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-05 22:38:25,472 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-05 22:38:25,601 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-05 22:38:25,722 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-05 22:38:25,842 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-05 22:38:25,960 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-05 22:38:26,086 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-05 22:38:26,218 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-05 22:38:26,337 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 22:38:26,458 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-05 22:38:26,576 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.696
2023-08-05 22:38:26,696 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.698
2023-08-05 22:38:26,815 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-05 22:38:26,937 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.705
2023-08-05 22:38:27,059 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-05 22:38:27,181 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.707
2023-08-05 22:38:27,304 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.710
2023-08-05 22:38:27,425 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.711
2023-08-05 22:38:27,545 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.710
2023-08-05 22:38:27,667 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 22:38:27,787 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.715
2023-08-05 22:38:27,904 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.715
2023-08-05 22:38:28,022 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-05 22:38:28,152 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.714
2023-08-05 22:38:28,284 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-05 22:38:28,406 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-05 22:38:28,527 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-05 22:38:28,646 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-05 22:38:28,767 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 22:38:28,888 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 22:38:29,009 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 22:38:29,130 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 22:38:29,247 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 22:38:29,373 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.712
2023-08-05 22:38:29,505 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.711
2023-08-05 22:38:29,626 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-05 22:38:29,751 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-05 22:38:29,874 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-05 22:38:29,995 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-05 22:38:30,114 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-05 22:38:30,231 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.706
2023-08-05 22:38:30,348 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.706
2023-08-05 22:38:30,466 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-05 22:38:30,583 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.706
2023-08-05 22:38:30,700 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.706
2023-08-05 22:38:30,825 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.705
2023-08-05 22:38:30,953 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-05 22:38:31,078 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.698
2023-08-05 22:38:31,202 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.698
2023-08-05 22:38:31,326 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.698
2023-08-05 22:38:31,448 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.699
2023-08-05 22:38:31,570 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.699
2023-08-05 22:38:31,693 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.700
2023-08-05 22:38:31,817 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.700
2023-08-05 22:38:31,944 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.700
2023-08-05 22:38:32,063 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.700
2023-08-05 22:38:32,183 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.699
2023-08-05 22:38:32,301 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.698
2023-08-05 22:38:32,418 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.698
2023-08-05 22:38:32,537 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.698
2023-08-05 22:38:32,661 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.698
2023-08-05 22:38:32,789 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 22:38:32,912 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 22:38:33,040 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.699
2023-08-05 22:38:33,164 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 22:38:33,286 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 22:38:33,412 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.698
2023-08-05 22:38:33,535 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.697
2023-08-05 22:38:33,659 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.697
2023-08-05 22:38:33,782 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.697
2023-08-05 22:38:33,907 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 22:38:34,030 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-05 22:38:34,153 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 22:38:34,281 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 22:38:34,415 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 22:38:34,537 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 22:38:34,658 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 22:38:34,778 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 22:38:34,904 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.700
2023-08-05 22:38:35,030 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 22:38:35,157 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.701
2023-08-05 22:38:35,282 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.704
2023-08-05 22:38:35,404 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.705
2023-08-05 22:38:35,527 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.705
2023-08-05 22:38:35,650 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.705
2023-08-05 22:38:35,771 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.705
2023-08-05 22:38:35,892 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.705
2023-08-05 22:38:36,010 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.705
2023-08-05 22:38:36,140 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.705
2023-08-05 22:38:36,272 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.704
2023-08-05 22:38:36,397 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.705
2023-08-05 22:38:36,529 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:36,660 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:36,782 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.702
2023-08-05 22:38:36,902 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.703
2023-08-05 22:38:37,022 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.705
2023-08-05 22:38:37,147 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.706
2023-08-05 22:38:37,271 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.705
2023-08-05 22:38:37,395 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.704
2023-08-05 22:38:37,518 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-05 22:38:37,640 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-05 22:38:37,764 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-05 22:38:37,888 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-05 22:38:38,011 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:38,134 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:38,254 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:38,382 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:38,518 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:38,637 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:38,756 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:38,873 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:38,997 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-05 22:38:39,124 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-05 22:38:39,247 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-05 22:38:39,369 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:39,490 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-05 22:38:39,611 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-05 22:38:39,735 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.702
2023-08-05 22:38:39,859 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.701
2023-08-05 22:38:39,982 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.701
2023-08-05 22:38:40,101 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.939, mIoU: 0.701
2023-08-05 22:38:40,230 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.701
2023-08-05 22:38:40,363 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 22:38:40,483 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 22:38:40,604 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 22:38:40,726 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-05 22:38:40,846 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.702
2023-08-05 22:38:40,970 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.940, mIoU: 0.702
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2023-08-05 22:39:05,006 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 22:39:05,127 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-05 22:39:05,250 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-05 22:39:05,371 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:05,490 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:05,616 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:05,747 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:05,869 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:05,991 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:06,112 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:06,237 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:06,363 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:06,487 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:06,611 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 22:39:06,732 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 22:39:06,852 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 22:39:06,974 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 22:39:07,097 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-05 22:39:07,218 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 22:39:07,337 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 22:39:07,462 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 22:39:07,594 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 22:39:07,715 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 22:39:07,837 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 22:39:07,957 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 22:39:08,081 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 22:39:08,206 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 22:39:08,330 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 22:39:08,455 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 22:39:08,576 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 22:39:08,696 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-05 22:39:08,818 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 22:39:08,941 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 22:39:09,064 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 22:39:09,186 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 22:39:09,315 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 22:39:09,450 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 22:39:09,574 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 22:39:09,699 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 22:39:09,823 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 22:39:09,945 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 22:39:10,068 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 22:39:10,192 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 22:39:10,318 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 22:39:10,446 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 22:39:10,568 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 22:39:10,693 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 22:39:10,818 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 22:39:10,940 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 22:39:11,064 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 22:39:11,192 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 22:39:11,319 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 22:39:11,446 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 22:39:11,568 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 22:39:11,688 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-05 22:39:11,811 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:11,932 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:12,053 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:12,181 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:12,316 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:12,440 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:12,566 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:12,689 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:12,811 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:12,934 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:13,054 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:13,173 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:13,291 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:13,415 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:13,543 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:13,666 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:13,788 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:13,908 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:14,029 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:14,151 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 22:39:14,271 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 22:39:14,391 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 22:39:14,510 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:14,637 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 22:39:14,770 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 22:39:14,893 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:15,018 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:15,142 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:15,263 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:15,382 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 22:39:15,503 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 22:39:15,623 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-05 22:39:15,741 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:15,866 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:15,996 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:16,120 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:16,244 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:16,362 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 22:39:16,483 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:16,604 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:16,724 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:16,844 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:16,963 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:17,091 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:17,224 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.711
2023-08-05 22:39:17,345 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:17,469 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:17,592 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:17,711 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:17,830 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:17,952 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:18,074 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-05 22:39:18,189 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-05 22:39:18,311 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:18,435 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:18,559 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:18,684 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:18,808 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:18,929 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:19,050 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-05 22:39:19,173 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:19,295 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:19,412 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:19,536 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:19,665 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:19,786 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:19,908 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:20,029 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-05 22:39:20,150 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:20,271 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:20,395 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:20,521 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:20,646 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:20,769 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:20,892 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:21,016 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:21,140 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:21,262 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 22:39:38,154 semantic_segmentation INFO: Iters: 74410/150000 || Lr: 0.010794 || Task Loss: 0.2163 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:29:22 || Estimated Time: 1 day, 11:02:11
2023-08-05 22:39:54,873 semantic_segmentation INFO: Iters: 74420/150000 || Lr: 0.010792 || Task Loss: 0.2503 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:29:39 || Estimated Time: 1 day, 11:01:54
2023-08-05 22:40:11,647 semantic_segmentation INFO: Iters: 74430/150000 || Lr: 0.010791 || Task Loss: 0.2852 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:29:56 || Estimated Time: 1 day, 11:01:37
2023-08-05 22:40:28,388 semantic_segmentation INFO: Iters: 74440/150000 || Lr: 0.010790 || Task Loss: 0.4121 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:30:12 || Estimated Time: 1 day, 11:01:21
2023-08-05 22:40:45,197 semantic_segmentation INFO: Iters: 74450/150000 || Lr: 0.010789 || Task Loss: 0.1886 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:30:29 || Estimated Time: 1 day, 11:01:04
2023-08-05 22:41:01,989 semantic_segmentation INFO: Iters: 74460/150000 || Lr: 0.010787 || Task Loss: 0.1512 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:30:46 || Estimated Time: 1 day, 11:00:48
2023-08-05 22:41:18,716 semantic_segmentation INFO: Iters: 74470/150000 || Lr: 0.010786 || Task Loss: 0.2033 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:31:03 || Estimated Time: 1 day, 11:00:31
2023-08-05 22:41:35,476 semantic_segmentation INFO: Iters: 74480/150000 || Lr: 0.010785 || Task Loss: 0.3421 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:31:20 || Estimated Time: 1 day, 11:00:14
2023-08-05 22:41:52,230 semantic_segmentation INFO: Iters: 74490/150000 || Lr: 0.010783 || Task Loss: 0.2765 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:31:36 || Estimated Time: 1 day, 10:59:58
2023-08-05 22:42:09,023 semantic_segmentation INFO: Iters: 74500/150000 || Lr: 0.010782 || Task Loss: 0.4448 || KD Loss: 0.1877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:31:53 || Estimated Time: 1 day, 10:59:41
2023-08-05 22:42:25,812 semantic_segmentation INFO: Iters: 74510/150000 || Lr: 0.010781 || Task Loss: 0.2884 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:32:10 || Estimated Time: 1 day, 10:59:25
2023-08-05 22:42:42,600 semantic_segmentation INFO: Iters: 74520/150000 || Lr: 0.010780 || Task Loss: 0.2621 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:32:27 || Estimated Time: 1 day, 10:59:08
2023-08-05 22:42:59,328 semantic_segmentation INFO: Iters: 74530/150000 || Lr: 0.010778 || Task Loss: 0.3734 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:32:43 || Estimated Time: 1 day, 10:58:51
2023-08-05 22:43:16,061 semantic_segmentation INFO: Iters: 74540/150000 || Lr: 0.010777 || Task Loss: 0.1499 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:33:00 || Estimated Time: 1 day, 10:58:35
2023-08-05 22:43:32,850 semantic_segmentation INFO: Iters: 74550/150000 || Lr: 0.010776 || Task Loss: 0.2589 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:33:17 || Estimated Time: 1 day, 10:58:18
2023-08-05 22:43:49,564 semantic_segmentation INFO: Iters: 74560/150000 || Lr: 0.010774 || Task Loss: 0.3015 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:58:01
2023-08-05 22:44:06,362 semantic_segmentation INFO: Iters: 74570/150000 || Lr: 0.010773 || Task Loss: 0.2784 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:33:50 || Estimated Time: 1 day, 10:57:45
2023-08-05 22:44:23,097 semantic_segmentation INFO: Iters: 74580/150000 || Lr: 0.010772 || Task Loss: 0.2385 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:57:28
2023-08-05 22:44:39,866 semantic_segmentation INFO: Iters: 74590/150000 || Lr: 0.010771 || Task Loss: 0.1784 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:34:24 || Estimated Time: 1 day, 10:57:12
2023-08-05 22:44:56,571 semantic_segmentation INFO: Iters: 74600/150000 || Lr: 0.010769 || Task Loss: 0.2001 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:34:41 || Estimated Time: 1 day, 10:56:55
2023-08-05 22:45:13,303 semantic_segmentation INFO: Iters: 74610/150000 || Lr: 0.010768 || Task Loss: 0.4033 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:34:57 || Estimated Time: 1 day, 10:56:38
2023-08-05 22:45:30,134 semantic_segmentation INFO: Iters: 74620/150000 || Lr: 0.010767 || Task Loss: 0.1534 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:35:14 || Estimated Time: 1 day, 10:56:22
2023-08-05 22:45:46,814 semantic_segmentation INFO: Iters: 74630/150000 || Lr: 0.010765 || Task Loss: 0.2495 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:35:31 || Estimated Time: 1 day, 10:56:05
2023-08-05 22:46:03,583 semantic_segmentation INFO: Iters: 74640/150000 || Lr: 0.010764 || Task Loss: 0.1958 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:35:48 || Estimated Time: 1 day, 10:55:48
2023-08-05 22:46:20,363 semantic_segmentation INFO: Iters: 74650/150000 || Lr: 0.010763 || Task Loss: 0.1410 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:36:04 || Estimated Time: 1 day, 10:55:32
2023-08-05 22:46:37,120 semantic_segmentation INFO: Iters: 74660/150000 || Lr: 0.010762 || Task Loss: 0.2355 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:36:21 || Estimated Time: 1 day, 10:55:15
2023-08-05 22:46:53,920 semantic_segmentation INFO: Iters: 74670/150000 || Lr: 0.010760 || Task Loss: 0.2609 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:36:38 || Estimated Time: 1 day, 10:54:59
2023-08-05 22:47:10,755 semantic_segmentation INFO: Iters: 74680/150000 || Lr: 0.010759 || Task Loss: 0.1677 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:36:55 || Estimated Time: 1 day, 10:54:42
2023-08-05 22:47:27,553 semantic_segmentation INFO: Iters: 74690/150000 || Lr: 0.010758 || Task Loss: 0.1327 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:37:12 || Estimated Time: 1 day, 10:54:26
2023-08-05 22:47:44,474 semantic_segmentation INFO: Iters: 74700/150000 || Lr: 0.010756 || Task Loss: 0.2105 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:54:09
2023-08-05 22:48:01,284 semantic_segmentation INFO: Iters: 74710/150000 || Lr: 0.010755 || Task Loss: 0.2172 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:53:53
2023-08-05 22:48:18,133 semantic_segmentation INFO: Iters: 74720/150000 || Lr: 0.010754 || Task Loss: 0.1898 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:38:02 || Estimated Time: 1 day, 10:53:36
2023-08-05 22:48:34,995 semantic_segmentation INFO: Iters: 74730/150000 || Lr: 0.010753 || Task Loss: 0.4935 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:38:19 || Estimated Time: 1 day, 10:53:20
2023-08-05 22:48:51,844 semantic_segmentation INFO: Iters: 74740/150000 || Lr: 0.010751 || Task Loss: 0.1927 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:38:36 || Estimated Time: 1 day, 10:53:03
2023-08-05 22:49:08,662 semantic_segmentation INFO: Iters: 74750/150000 || Lr: 0.010750 || Task Loss: 0.3339 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:38:53 || Estimated Time: 1 day, 10:52:46
2023-08-05 22:49:25,529 semantic_segmentation INFO: Iters: 74760/150000 || Lr: 0.010749 || Task Loss: 0.3440 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:39:10 || Estimated Time: 1 day, 10:52:30
2023-08-05 22:49:42,597 semantic_segmentation INFO: Iters: 74770/150000 || Lr: 0.010747 || Task Loss: 0.2744 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:39:27 || Estimated Time: 1 day, 10:52:14
2023-08-05 22:49:59,536 semantic_segmentation INFO: Iters: 74780/150000 || Lr: 0.010746 || Task Loss: 0.2348 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:39:44 || Estimated Time: 1 day, 10:51:57
2023-08-05 22:50:16,443 semantic_segmentation INFO: Iters: 74790/150000 || Lr: 0.010745 || Task Loss: 0.2192 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:00 || Estimated Time: 1 day, 10:51:41
2023-08-05 22:50:33,188 semantic_segmentation INFO: Iters: 74800/150000 || Lr: 0.010744 || Task Loss: 0.2210 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:17 || Estimated Time: 1 day, 10:51:24
2023-08-05 22:50:49,991 semantic_segmentation INFO: Iters: 74810/150000 || Lr: 0.010742 || Task Loss: 0.2364 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:34 || Estimated Time: 1 day, 10:51:08
2023-08-05 22:51:06,782 semantic_segmentation INFO: Iters: 74820/150000 || Lr: 0.010741 || Task Loss: 0.2482 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:51 || Estimated Time: 1 day, 10:50:51
2023-08-05 22:51:23,567 semantic_segmentation INFO: Iters: 74830/150000 || Lr: 0.010740 || Task Loss: 0.2831 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:41:08 || Estimated Time: 1 day, 10:50:34
2023-08-05 22:51:40,350 semantic_segmentation INFO: Iters: 74840/150000 || Lr: 0.010738 || Task Loss: 0.2068 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:41:24 || Estimated Time: 1 day, 10:50:18
2023-08-05 22:51:57,076 semantic_segmentation INFO: Iters: 74850/150000 || Lr: 0.010737 || Task Loss: 0.2091 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:41:41 || Estimated Time: 1 day, 10:50:01
2023-08-05 22:52:13,854 semantic_segmentation INFO: Iters: 74860/150000 || Lr: 0.010736 || Task Loss: 0.2394 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:41:58 || Estimated Time: 1 day, 10:49:45
2023-08-05 22:52:30,609 semantic_segmentation INFO: Iters: 74870/150000 || Lr: 0.010735 || Task Loss: 0.3190 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:42:15 || Estimated Time: 1 day, 10:49:28
2023-08-05 22:52:47,396 semantic_segmentation INFO: Iters: 74880/150000 || Lr: 0.010733 || Task Loss: 0.4425 || KD Loss: 0.1599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:42:31 || Estimated Time: 1 day, 10:49:11
2023-08-05 22:53:04,173 semantic_segmentation INFO: Iters: 74890/150000 || Lr: 0.010732 || Task Loss: 0.2973 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:42:48 || Estimated Time: 1 day, 10:48:55
2023-08-05 22:53:20,970 semantic_segmentation INFO: Iters: 74900/150000 || Lr: 0.010731 || Task Loss: 0.4448 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:43:05 || Estimated Time: 1 day, 10:48:38
2023-08-05 22:53:37,711 semantic_segmentation INFO: Iters: 74910/150000 || Lr: 0.010729 || Task Loss: 0.2596 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:43:22 || Estimated Time: 1 day, 10:48:22
2023-08-05 22:53:54,490 semantic_segmentation INFO: Iters: 74920/150000 || Lr: 0.010728 || Task Loss: 0.2176 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:43:39 || Estimated Time: 1 day, 10:48:05
2023-08-05 22:54:11,230 semantic_segmentation INFO: Iters: 74930/150000 || Lr: 0.010727 || Task Loss: 0.2753 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:43:55 || Estimated Time: 1 day, 10:47:48
2023-08-05 22:54:28,017 semantic_segmentation INFO: Iters: 74940/150000 || Lr: 0.010726 || Task Loss: 0.2217 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:44:12 || Estimated Time: 1 day, 10:47:32
2023-08-05 22:54:44,750 semantic_segmentation INFO: Iters: 74950/150000 || Lr: 0.010724 || Task Loss: 0.2232 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:44:29 || Estimated Time: 1 day, 10:47:15
2023-08-05 22:55:01,472 semantic_segmentation INFO: Iters: 74960/150000 || Lr: 0.010723 || Task Loss: 0.2135 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:44:46 || Estimated Time: 1 day, 10:46:58
2023-08-05 22:55:18,182 semantic_segmentation INFO: Iters: 74970/150000 || Lr: 0.010722 || Task Loss: 0.3575 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:45:02 || Estimated Time: 1 day, 10:46:42
2023-08-05 22:55:34,967 semantic_segmentation INFO: Iters: 74980/150000 || Lr: 0.010720 || Task Loss: 0.2418 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:46:25
2023-08-05 22:55:51,697 semantic_segmentation INFO: Iters: 74990/150000 || Lr: 0.010719 || Task Loss: 0.2136 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:46:09
2023-08-05 22:56:08,464 semantic_segmentation INFO: Iters: 75000/150000 || Lr: 0.010718 || Task Loss: 0.2008 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:45:53 || Estimated Time: 1 day, 10:45:52
2023-08-05 22:56:25,244 semantic_segmentation INFO: Iters: 75010/150000 || Lr: 0.010717 || Task Loss: 0.2102 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:46:09 || Estimated Time: 1 day, 10:45:35
2023-08-05 22:56:41,940 semantic_segmentation INFO: Iters: 75020/150000 || Lr: 0.010715 || Task Loss: 0.1484 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:46:26 || Estimated Time: 1 day, 10:45:19
2023-08-05 22:56:58,685 semantic_segmentation INFO: Iters: 75030/150000 || Lr: 0.010714 || Task Loss: 0.1710 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:46:43 || Estimated Time: 1 day, 10:45:02
2023-08-05 22:57:15,464 semantic_segmentation INFO: Iters: 75040/150000 || Lr: 0.010713 || Task Loss: 0.2023 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:47:00 || Estimated Time: 1 day, 10:44:45
2023-08-05 22:57:32,204 semantic_segmentation INFO: Iters: 75050/150000 || Lr: 0.010711 || Task Loss: 0.2772 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:47:16 || Estimated Time: 1 day, 10:44:29
2023-08-05 22:57:48,897 semantic_segmentation INFO: Iters: 75060/150000 || Lr: 0.010710 || Task Loss: 0.1773 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:47:33 || Estimated Time: 1 day, 10:44:12
2023-08-05 22:58:05,611 semantic_segmentation INFO: Iters: 75070/150000 || Lr: 0.010709 || Task Loss: 0.2134 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:47:50 || Estimated Time: 1 day, 10:43:55
2023-08-05 22:58:22,500 semantic_segmentation INFO: Iters: 75080/150000 || Lr: 0.010708 || Task Loss: 0.2390 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:48:07 || Estimated Time: 1 day, 10:43:39
2023-08-05 22:58:39,249 semantic_segmentation INFO: Iters: 75090/150000 || Lr: 0.010706 || Task Loss: 0.3022 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:48:23 || Estimated Time: 1 day, 10:43:22
2023-08-05 22:58:56,031 semantic_segmentation INFO: Iters: 75100/150000 || Lr: 0.010705 || Task Loss: 0.3975 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:48:40 || Estimated Time: 1 day, 10:43:06
2023-08-05 22:59:12,778 semantic_segmentation INFO: Iters: 75110/150000 || Lr: 0.010704 || Task Loss: 0.2599 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:48:57 || Estimated Time: 1 day, 10:42:49
2023-08-05 22:59:29,529 semantic_segmentation INFO: Iters: 75120/150000 || Lr: 0.010702 || Task Loss: 0.2684 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:49:14 || Estimated Time: 1 day, 10:42:33
2023-08-05 22:59:46,355 semantic_segmentation INFO: Iters: 75130/150000 || Lr: 0.010701 || Task Loss: 0.4101 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:49:30 || Estimated Time: 1 day, 10:42:16
2023-08-05 23:00:03,193 semantic_segmentation INFO: Iters: 75140/150000 || Lr: 0.010700 || Task Loss: 0.2359 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:49:47 || Estimated Time: 1 day, 10:41:59
2023-08-05 23:00:20,008 semantic_segmentation INFO: Iters: 75150/150000 || Lr: 0.010699 || Task Loss: 0.2780 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:50:04 || Estimated Time: 1 day, 10:41:43
2023-08-05 23:00:36,836 semantic_segmentation INFO: Iters: 75160/150000 || Lr: 0.010697 || Task Loss: 0.2287 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:50:21 || Estimated Time: 1 day, 10:41:26
2023-08-05 23:00:53,669 semantic_segmentation INFO: Iters: 75170/150000 || Lr: 0.010696 || Task Loss: 0.1998 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:50:38 || Estimated Time: 1 day, 10:41:10
2023-08-05 23:01:10,490 semantic_segmentation INFO: Iters: 75180/150000 || Lr: 0.010695 || Task Loss: 0.4233 || KD Loss: 0.1346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:50:55 || Estimated Time: 1 day, 10:40:53
2023-08-05 23:01:27,339 semantic_segmentation INFO: Iters: 75190/150000 || Lr: 0.010693 || Task Loss: 0.2539 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:51:11 || Estimated Time: 1 day, 10:40:37
2023-08-05 23:01:44,230 semantic_segmentation INFO: Iters: 75200/150000 || Lr: 0.010692 || Task Loss: 0.2124 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:51:28 || Estimated Time: 1 day, 10:40:20
2023-08-05 23:01:44,306 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 23:01:45,186 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.409
2023-08-05 23:01:45,310 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.502
2023-08-05 23:01:45,432 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.519
2023-08-05 23:01:45,556 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.547
2023-08-05 23:01:45,679 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.539
2023-08-05 23:01:45,801 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.539
2023-08-05 23:01:45,922 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.532
2023-08-05 23:01:46,046 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.555
2023-08-05 23:01:46,170 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.592
2023-08-05 23:01:46,295 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.634
2023-08-05 23:01:46,416 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.638
2023-08-05 23:01:46,535 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.658
2023-08-05 23:01:46,656 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.672
2023-08-05 23:01:46,778 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.662
2023-08-05 23:01:46,899 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.665
2023-08-05 23:01:47,017 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.656
2023-08-05 23:01:47,142 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.658
2023-08-05 23:01:47,270 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.663
2023-08-05 23:01:47,390 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.672
2023-08-05 23:01:47,511 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.680
2023-08-05 23:01:47,631 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.683
2023-08-05 23:01:47,748 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.708
2023-08-05 23:01:47,866 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.708
2023-08-05 23:01:47,989 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.714
2023-08-05 23:01:48,114 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-05 23:01:48,236 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-05 23:01:48,356 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-05 23:01:48,474 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-05 23:01:48,596 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-05 23:01:48,720 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-05 23:01:48,841 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-05 23:01:48,963 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.729
2023-08-05 23:01:49,085 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-05 23:01:49,208 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-05 23:01:49,334 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-05 23:01:49,458 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:01:49,580 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 23:01:49,701 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 23:01:49,821 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-05 23:01:49,944 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-05 23:01:50,067 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-05 23:01:50,189 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-05 23:01:50,308 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 23:01:50,434 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 23:01:50,565 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 23:01:50,687 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-05 23:01:50,811 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-05 23:01:50,933 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-05 23:01:51,054 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-05 23:01:51,173 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:01:51,294 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:01:51,411 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-05 23:01:51,529 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-05 23:01:51,657 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 23:01:51,790 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.728
2023-08-05 23:01:51,910 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-05 23:01:52,030 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-05 23:01:52,149 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-05 23:01:52,272 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-05 23:01:52,398 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-05 23:01:52,523 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-05 23:01:52,648 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-05 23:01:52,769 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-05 23:01:52,890 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-05 23:01:53,012 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-05 23:01:53,133 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-05 23:01:53,252 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-05 23:01:53,369 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-05 23:01:53,494 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-05 23:01:53,625 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.744
2023-08-05 23:01:53,746 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.745
2023-08-05 23:01:53,868 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.745
2023-08-05 23:01:53,991 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-05 23:01:54,113 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-05 23:01:54,237 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.745
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2023-08-05 23:02:42,179 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-05 23:02:42,301 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-05 23:02:42,424 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:42,545 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:42,670 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:42,796 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:42,917 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:43,038 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:43,160 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:43,287 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:43,416 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:43,540 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:43,665 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:43,791 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-05 23:02:43,915 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-05 23:02:44,037 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-05 23:02:44,155 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-05 23:02:44,273 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-05 23:02:44,391 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-05 23:02:44,516 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-05 23:02:44,644 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-05 23:02:44,770 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-05 23:02:44,895 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-05 23:02:45,019 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-05 23:02:45,142 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-05 23:02:45,265 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-05 23:02:45,389 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-05 23:02:45,513 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-05 23:02:45,641 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-05 23:02:45,765 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-05 23:02:45,887 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-05 23:02:46,006 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-05 23:02:46,133 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-05 23:02:46,264 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-05 23:02:46,385 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-05 23:02:46,507 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-05 23:02:46,625 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-05 23:03:03,843 semantic_segmentation INFO: Iters: 75210/150000 || Lr: 0.010691 || Task Loss: 0.3672 || KD Loss: 0.1184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:52:48 || Estimated Time: 1 day, 10:41:06
2023-08-05 23:03:20,620 semantic_segmentation INFO: Iters: 75220/150000 || Lr: 0.010690 || Task Loss: 0.0901 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:53:05 || Estimated Time: 1 day, 10:40:49
2023-08-05 23:03:37,388 semantic_segmentation INFO: Iters: 75230/150000 || Lr: 0.010688 || Task Loss: 0.2939 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:53:21 || Estimated Time: 1 day, 10:40:33
2023-08-05 23:03:54,217 semantic_segmentation INFO: Iters: 75240/150000 || Lr: 0.010687 || Task Loss: 0.2182 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:53:38 || Estimated Time: 1 day, 10:40:16
2023-08-05 23:04:11,015 semantic_segmentation INFO: Iters: 75250/150000 || Lr: 0.010686 || Task Loss: 0.1885 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:53:55 || Estimated Time: 1 day, 10:40:00
2023-08-05 23:04:27,804 semantic_segmentation INFO: Iters: 75260/150000 || Lr: 0.010684 || Task Loss: 0.3357 || KD Loss: 0.2346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:54:12 || Estimated Time: 1 day, 10:39:43
2023-08-05 23:04:44,550 semantic_segmentation INFO: Iters: 75270/150000 || Lr: 0.010683 || Task Loss: 0.2606 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:54:29 || Estimated Time: 1 day, 10:39:26
2023-08-05 23:05:01,381 semantic_segmentation INFO: Iters: 75280/150000 || Lr: 0.010682 || Task Loss: 0.3971 || KD Loss: 0.1877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:54:45 || Estimated Time: 1 day, 10:39:10
2023-08-05 23:05:18,187 semantic_segmentation INFO: Iters: 75290/150000 || Lr: 0.010681 || Task Loss: 0.2178 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:55:02 || Estimated Time: 1 day, 10:38:53
2023-08-05 23:05:34,990 semantic_segmentation INFO: Iters: 75300/150000 || Lr: 0.010679 || Task Loss: 0.4364 || KD Loss: 0.1518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:38:37
2023-08-05 23:05:51,774 semantic_segmentation INFO: Iters: 75310/150000 || Lr: 0.010678 || Task Loss: 0.2945 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:55:36 || Estimated Time: 1 day, 10:38:20
2023-08-05 23:06:08,503 semantic_segmentation INFO: Iters: 75320/150000 || Lr: 0.010677 || Task Loss: 0.3370 || KD Loss: 0.1713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:55:53 || Estimated Time: 1 day, 10:38:03
2023-08-05 23:06:25,268 semantic_segmentation INFO: Iters: 75330/150000 || Lr: 0.010675 || Task Loss: 0.2165 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:56:09 || Estimated Time: 1 day, 10:37:47
2023-08-05 23:06:42,018 semantic_segmentation INFO: Iters: 75340/150000 || Lr: 0.010674 || Task Loss: 0.1967 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:56:26 || Estimated Time: 1 day, 10:37:30
2023-08-05 23:06:58,824 semantic_segmentation INFO: Iters: 75350/150000 || Lr: 0.010673 || Task Loss: 0.2084 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:56:43 || Estimated Time: 1 day, 10:37:14
2023-08-05 23:07:15,609 semantic_segmentation INFO: Iters: 75360/150000 || Lr: 0.010672 || Task Loss: 0.2060 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:57:00 || Estimated Time: 1 day, 10:36:57
2023-08-05 23:07:32,354 semantic_segmentation INFO: Iters: 75370/150000 || Lr: 0.010670 || Task Loss: 0.1862 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:57:16 || Estimated Time: 1 day, 10:36:40
2023-08-05 23:07:49,185 semantic_segmentation INFO: Iters: 75380/150000 || Lr: 0.010669 || Task Loss: 0.1761 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:57:33 || Estimated Time: 1 day, 10:36:24
2023-08-05 23:08:05,923 semantic_segmentation INFO: Iters: 75390/150000 || Lr: 0.010668 || Task Loss: 0.1841 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:57:50 || Estimated Time: 1 day, 10:36:07
2023-08-05 23:08:22,726 semantic_segmentation INFO: Iters: 75400/150000 || Lr: 0.010666 || Task Loss: 0.3546 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:58:07 || Estimated Time: 1 day, 10:35:51
2023-08-05 23:08:39,502 semantic_segmentation INFO: Iters: 75410/150000 || Lr: 0.010665 || Task Loss: 0.2762 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:58:24 || Estimated Time: 1 day, 10:35:34
2023-08-05 23:08:56,253 semantic_segmentation INFO: Iters: 75420/150000 || Lr: 0.010664 || Task Loss: 0.4821 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:58:40 || Estimated Time: 1 day, 10:35:17
2023-08-05 23:09:13,085 semantic_segmentation INFO: Iters: 75430/150000 || Lr: 0.010663 || Task Loss: 0.1832 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:58:57 || Estimated Time: 1 day, 10:35:01
2023-08-05 23:09:29,900 semantic_segmentation INFO: Iters: 75440/150000 || Lr: 0.010661 || Task Loss: 0.2331 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:34:44
2023-08-05 23:09:46,690 semantic_segmentation INFO: Iters: 75450/150000 || Lr: 0.010660 || Task Loss: 0.1861 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:59:31 || Estimated Time: 1 day, 10:34:28
2023-08-05 23:10:03,542 semantic_segmentation INFO: Iters: 75460/150000 || Lr: 0.010659 || Task Loss: 0.2490 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:59:48 || Estimated Time: 1 day, 10:34:11
2023-08-05 23:10:20,472 semantic_segmentation INFO: Iters: 75470/150000 || Lr: 0.010657 || Task Loss: 0.2140 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:00:05 || Estimated Time: 1 day, 10:33:55
2023-08-05 23:10:37,305 semantic_segmentation INFO: Iters: 75480/150000 || Lr: 0.010656 || Task Loss: 0.2532 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:00:21 || Estimated Time: 1 day, 10:33:38
2023-08-05 23:10:54,263 semantic_segmentation INFO: Iters: 75490/150000 || Lr: 0.010655 || Task Loss: 0.2637 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:00:38 || Estimated Time: 1 day, 10:33:22
2023-08-05 23:11:11,069 semantic_segmentation INFO: Iters: 75500/150000 || Lr: 0.010654 || Task Loss: 0.2394 || KD Loss: 0.1252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:00:55 || Estimated Time: 1 day, 10:33:05
2023-08-05 23:11:27,926 semantic_segmentation INFO: Iters: 75510/150000 || Lr: 0.010652 || Task Loss: 0.2716 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:01:12 || Estimated Time: 1 day, 10:32:48
2023-08-05 23:11:44,783 semantic_segmentation INFO: Iters: 75520/150000 || Lr: 0.010651 || Task Loss: 0.1923 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:01:29 || Estimated Time: 1 day, 10:32:32
2023-08-05 23:12:01,641 semantic_segmentation INFO: Iters: 75530/150000 || Lr: 0.010650 || Task Loss: 0.2567 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:01:46 || Estimated Time: 1 day, 10:32:15
2023-08-05 23:12:18,461 semantic_segmentation INFO: Iters: 75540/150000 || Lr: 0.010648 || Task Loss: 0.1708 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:03 || Estimated Time: 1 day, 10:31:59
2023-08-05 23:12:35,293 semantic_segmentation INFO: Iters: 75550/150000 || Lr: 0.010647 || Task Loss: 0.2269 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:19 || Estimated Time: 1 day, 10:31:42
2023-08-05 23:12:52,164 semantic_segmentation INFO: Iters: 75560/150000 || Lr: 0.010646 || Task Loss: 0.2881 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:36 || Estimated Time: 1 day, 10:31:26
2023-08-05 23:13:08,978 semantic_segmentation INFO: Iters: 75570/150000 || Lr: 0.010645 || Task Loss: 0.3229 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:53 || Estimated Time: 1 day, 10:31:09
2023-08-05 23:13:25,805 semantic_segmentation INFO: Iters: 75580/150000 || Lr: 0.010643 || Task Loss: 0.2976 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:03:10 || Estimated Time: 1 day, 10:30:53
2023-08-05 23:13:42,627 semantic_segmentation INFO: Iters: 75590/150000 || Lr: 0.010642 || Task Loss: 0.1904 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:03:27 || Estimated Time: 1 day, 10:30:36
2023-08-05 23:13:59,406 semantic_segmentation INFO: Iters: 75600/150000 || Lr: 0.010641 || Task Loss: 0.2303 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:03:43 || Estimated Time: 1 day, 10:30:19
2023-08-05 23:14:16,276 semantic_segmentation INFO: Iters: 75610/150000 || Lr: 0.010639 || Task Loss: 0.2690 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:04:00 || Estimated Time: 1 day, 10:30:03
2023-08-05 23:14:33,325 semantic_segmentation INFO: Iters: 75620/150000 || Lr: 0.010638 || Task Loss: 0.2396 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:04:17 || Estimated Time: 1 day, 10:29:46
2023-08-05 23:14:50,253 semantic_segmentation INFO: Iters: 75630/150000 || Lr: 0.010637 || Task Loss: 0.2270 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:04:34 || Estimated Time: 1 day, 10:29:30
2023-08-05 23:15:07,061 semantic_segmentation INFO: Iters: 75640/150000 || Lr: 0.010636 || Task Loss: 0.1958 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:04:51 || Estimated Time: 1 day, 10:29:13
2023-08-05 23:15:23,865 semantic_segmentation INFO: Iters: 75650/150000 || Lr: 0.010634 || Task Loss: 0.2501 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:05:08 || Estimated Time: 1 day, 10:28:57
2023-08-05 23:15:40,645 semantic_segmentation INFO: Iters: 75660/150000 || Lr: 0.010633 || Task Loss: 0.2942 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:05:25 || Estimated Time: 1 day, 10:28:40
2023-08-05 23:15:57,421 semantic_segmentation INFO: Iters: 75670/150000 || Lr: 0.010632 || Task Loss: 0.2434 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:05:41 || Estimated Time: 1 day, 10:28:24
2023-08-05 23:16:14,209 semantic_segmentation INFO: Iters: 75680/150000 || Lr: 0.010630 || Task Loss: 0.3336 || KD Loss: 0.1896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:05:58 || Estimated Time: 1 day, 10:28:07
2023-08-05 23:16:30,957 semantic_segmentation INFO: Iters: 75690/150000 || Lr: 0.010629 || Task Loss: 0.2017 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:27:50
2023-08-05 23:16:47,744 semantic_segmentation INFO: Iters: 75700/150000 || Lr: 0.010628 || Task Loss: 0.1162 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:06:32 || Estimated Time: 1 day, 10:27:34
2023-08-05 23:17:04,543 semantic_segmentation INFO: Iters: 75710/150000 || Lr: 0.010627 || Task Loss: 0.2179 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:06:49 || Estimated Time: 1 day, 10:27:17
2023-08-05 23:17:21,314 semantic_segmentation INFO: Iters: 75720/150000 || Lr: 0.010625 || Task Loss: 0.3274 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:07:05 || Estimated Time: 1 day, 10:27:01
2023-08-05 23:17:38,109 semantic_segmentation INFO: Iters: 75730/150000 || Lr: 0.010624 || Task Loss: 0.2208 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:07:22 || Estimated Time: 1 day, 10:26:44
2023-08-05 23:17:54,918 semantic_segmentation INFO: Iters: 75740/150000 || Lr: 0.010623 || Task Loss: 0.2962 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:07:39 || Estimated Time: 1 day, 10:26:27
2023-08-05 23:18:11,691 semantic_segmentation INFO: Iters: 75750/150000 || Lr: 0.010621 || Task Loss: 0.2734 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:07:56 || Estimated Time: 1 day, 10:26:11
2023-08-05 23:18:28,471 semantic_segmentation INFO: Iters: 75760/150000 || Lr: 0.010620 || Task Loss: 0.1959 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:08:13 || Estimated Time: 1 day, 10:25:54
2023-08-05 23:18:45,167 semantic_segmentation INFO: Iters: 75770/150000 || Lr: 0.010619 || Task Loss: 0.2952 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:08:29 || Estimated Time: 1 day, 10:25:37
2023-08-05 23:19:01,928 semantic_segmentation INFO: Iters: 75780/150000 || Lr: 0.010617 || Task Loss: 0.1728 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:08:46 || Estimated Time: 1 day, 10:25:21
2023-08-05 23:19:18,716 semantic_segmentation INFO: Iters: 75790/150000 || Lr: 0.010616 || Task Loss: 0.3943 || KD Loss: 0.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:09:03 || Estimated Time: 1 day, 10:25:04
2023-08-05 23:19:35,464 semantic_segmentation INFO: Iters: 75800/150000 || Lr: 0.010615 || Task Loss: 0.2042 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:09:20 || Estimated Time: 1 day, 10:24:48
2023-08-05 23:19:52,207 semantic_segmentation INFO: Iters: 75810/150000 || Lr: 0.010614 || Task Loss: 0.2160 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:09:36 || Estimated Time: 1 day, 10:24:31
2023-08-05 23:20:08,953 semantic_segmentation INFO: Iters: 75820/150000 || Lr: 0.010612 || Task Loss: 0.1994 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:09:53 || Estimated Time: 1 day, 10:24:14
2023-08-05 23:20:25,639 semantic_segmentation INFO: Iters: 75830/150000 || Lr: 0.010611 || Task Loss: 0.3613 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:10:10 || Estimated Time: 1 day, 10:23:58
2023-08-05 23:20:42,396 semantic_segmentation INFO: Iters: 75840/150000 || Lr: 0.010610 || Task Loss: 0.3580 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:10:26 || Estimated Time: 1 day, 10:23:41
2023-08-05 23:20:59,121 semantic_segmentation INFO: Iters: 75850/150000 || Lr: 0.010608 || Task Loss: 0.3160 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:10:43 || Estimated Time: 1 day, 10:23:24
2023-08-05 23:21:15,813 semantic_segmentation INFO: Iters: 75860/150000 || Lr: 0.010607 || Task Loss: 0.2831 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:11:00 || Estimated Time: 1 day, 10:23:07
2023-08-05 23:21:32,525 semantic_segmentation INFO: Iters: 75870/150000 || Lr: 0.010606 || Task Loss: 0.5696 || KD Loss: 0.2339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:11:17 || Estimated Time: 1 day, 10:22:51
2023-08-05 23:21:49,267 semantic_segmentation INFO: Iters: 75880/150000 || Lr: 0.010605 || Task Loss: 0.2997 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:11:33 || Estimated Time: 1 day, 10:22:34
2023-08-05 23:22:06,025 semantic_segmentation INFO: Iters: 75890/150000 || Lr: 0.010603 || Task Loss: 0.2230 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:11:50 || Estimated Time: 1 day, 10:22:18
2023-08-05 23:22:22,719 semantic_segmentation INFO: Iters: 75900/150000 || Lr: 0.010602 || Task Loss: 0.2437 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:12:07 || Estimated Time: 1 day, 10:22:01
2023-08-05 23:22:39,359 semantic_segmentation INFO: Iters: 75910/150000 || Lr: 0.010601 || Task Loss: 0.2563 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:12:23 || Estimated Time: 1 day, 10:21:44
2023-08-05 23:22:56,165 semantic_segmentation INFO: Iters: 75920/150000 || Lr: 0.010599 || Task Loss: 0.3138 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:12:40 || Estimated Time: 1 day, 10:21:28
2023-08-05 23:23:13,005 semantic_segmentation INFO: Iters: 75930/150000 || Lr: 0.010598 || Task Loss: 0.1469 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:12:57 || Estimated Time: 1 day, 10:21:11
2023-08-05 23:23:29,745 semantic_segmentation INFO: Iters: 75940/150000 || Lr: 0.010597 || Task Loss: 0.3663 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:13:14 || Estimated Time: 1 day, 10:20:54
2023-08-05 23:23:46,593 semantic_segmentation INFO: Iters: 75950/150000 || Lr: 0.010596 || Task Loss: 0.3029 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:20:38
2023-08-05 23:24:03,435 semantic_segmentation INFO: Iters: 75960/150000 || Lr: 0.010594 || Task Loss: 0.2500 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:20:21
2023-08-05 23:24:20,250 semantic_segmentation INFO: Iters: 75970/150000 || Lr: 0.010593 || Task Loss: 0.2245 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:14:04 || Estimated Time: 1 day, 10:20:05
2023-08-05 23:24:37,103 semantic_segmentation INFO: Iters: 75980/150000 || Lr: 0.010592 || Task Loss: 0.1403 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:14:21 || Estimated Time: 1 day, 10:19:48
2023-08-05 23:24:53,907 semantic_segmentation INFO: Iters: 75990/150000 || Lr: 0.010590 || Task Loss: 0.1911 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:14:38 || Estimated Time: 1 day, 10:19:31
2023-08-05 23:25:10,713 semantic_segmentation INFO: Iters: 76000/150000 || Lr: 0.010589 || Task Loss: 0.4488 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:14:55 || Estimated Time: 1 day, 10:19:15
2023-08-05 23:25:10,791 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 23:25:11,543 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.408
2023-08-05 23:25:11,703 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.476
2023-08-05 23:25:11,830 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.496
2023-08-05 23:25:11,956 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.530
2023-08-05 23:25:12,078 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.521
2023-08-05 23:25:12,200 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.518
2023-08-05 23:25:12,324 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.546
2023-08-05 23:25:12,443 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.593
2023-08-05 23:25:12,566 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.641
2023-08-05 23:25:12,693 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.685
2023-08-05 23:25:12,818 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.691
2023-08-05 23:25:12,939 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.705
2023-08-05 23:25:13,065 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.709
2023-08-05 23:25:13,194 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.701
2023-08-05 23:25:13,316 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.704
2023-08-05 23:25:13,437 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.697
2023-08-05 23:25:13,558 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.698
2023-08-05 23:25:13,684 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.702
2023-08-05 23:25:13,811 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.710
2023-08-05 23:25:13,939 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.717
2023-08-05 23:25:14,064 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.716
2023-08-05 23:25:14,184 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.702
2023-08-05 23:25:14,306 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.700
2023-08-05 23:25:14,428 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.708
2023-08-05 23:25:14,550 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 23:25:14,670 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:25:14,789 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-05 23:25:14,917 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-05 23:25:15,048 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.707
2023-08-05 23:25:15,173 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-05 23:25:15,299 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.716
2023-08-05 23:25:15,423 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-05 23:25:15,546 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 23:25:15,671 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-05 23:25:15,794 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-05 23:25:15,923 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-05 23:25:16,056 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-05 23:25:16,179 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-05 23:25:16,299 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-05 23:25:16,419 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-05 23:25:16,544 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-05 23:25:16,670 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 23:25:16,795 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-05 23:25:16,918 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 23:25:17,040 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-05 23:25:17,160 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 23:25:17,280 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-05 23:25:17,400 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-05 23:25:17,519 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-05 23:25:17,638 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-05 23:25:17,762 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-05 23:25:17,892 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 23:25:18,013 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-05 23:25:18,134 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-05 23:25:18,253 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-05 23:25:18,371 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 23:25:18,487 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 23:25:18,611 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.726
2023-08-05 23:25:18,737 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-05 23:25:18,861 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-05 23:25:18,983 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-05 23:25:19,103 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-05 23:25:19,223 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-05 23:25:19,342 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.733
2023-08-05 23:25:19,461 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-05 23:25:19,582 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.735
2023-08-05 23:25:19,700 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 23:25:19,827 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:19,959 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 23:25:20,082 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 23:25:20,203 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-05 23:25:20,323 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-05 23:25:20,443 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-05 23:25:20,565 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-05 23:25:20,686 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.733
2023-08-05 23:25:20,806 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-05 23:25:20,923 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.733
2023-08-05 23:25:21,049 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-05 23:25:21,178 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-05 23:25:21,301 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.733
2023-08-05 23:25:21,424 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-05 23:25:21,544 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.734
2023-08-05 23:25:21,666 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.734
2023-08-05 23:25:21,789 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-05 23:25:21,910 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-05 23:25:22,029 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-05 23:25:22,146 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-05 23:25:22,263 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-05 23:25:22,380 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-05 23:25:22,505 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-05 23:25:22,632 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-05 23:25:22,756 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-05 23:25:22,880 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-05 23:25:23,004 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-05 23:25:23,129 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:23,251 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:23,376 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 23:25:23,499 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 23:25:23,627 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.737
2023-08-05 23:25:23,750 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.738
2023-08-05 23:25:23,871 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.737
2023-08-05 23:25:23,991 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 23:25:24,117 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 23:25:24,251 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 23:25:24,371 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 23:25:24,491 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 23:25:24,610 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 23:25:24,734 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 23:25:24,862 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 23:25:24,985 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 23:25:25,109 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 23:25:25,230 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 23:25:25,351 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 23:25:25,475 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.733
2023-08-05 23:25:25,597 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.942, mIoU: 0.732
2023-08-05 23:25:25,718 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.942, mIoU: 0.732
2023-08-05 23:25:25,835 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.733
2023-08-05 23:25:25,963 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.942, mIoU: 0.733
2023-08-05 23:25:26,096 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-05 23:25:26,216 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-05 23:25:26,336 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-05 23:25:26,456 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.733
2023-08-05 23:25:26,580 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.733
2023-08-05 23:25:26,708 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 23:25:26,831 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 23:25:26,954 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-05 23:25:27,074 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.737
2023-08-05 23:25:27,196 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.942, mIoU: 0.737
2023-08-05 23:25:27,320 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.737
2023-08-05 23:25:27,443 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.942, mIoU: 0.737
2023-08-05 23:25:27,563 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.737
2023-08-05 23:25:27,680 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-05 23:25:27,808 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-05 23:25:27,941 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-05 23:25:28,061 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-05 23:25:28,182 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 23:25:28,302 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 23:25:28,425 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 23:25:28,552 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-05 23:25:28,679 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.737
2023-08-05 23:25:28,805 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-05 23:25:28,927 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 23:25:29,050 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 23:25:29,171 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 23:25:29,292 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-05 23:25:29,411 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:29,530 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:29,658 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-05 23:25:29,791 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-05 23:25:29,914 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-05 23:25:30,040 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 23:25:30,165 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 23:25:30,288 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:30,410 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:30,532 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 23:25:30,652 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 23:25:30,771 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-05 23:25:30,897 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:31,025 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:31,149 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-05 23:25:31,272 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-05 23:25:31,391 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 23:25:31,517 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 23:25:31,643 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 23:25:31,770 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.943, mIoU: 0.732
2023-08-05 23:25:31,896 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-05 23:25:32,021 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-05 23:25:32,148 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-05 23:25:32,273 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-05 23:25:32,394 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.944, mIoU: 0.731
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2023-08-05 23:25:56,329 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-05 23:25:56,454 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-05 23:25:56,573 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 23:25:56,694 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 23:25:56,815 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 23:25:56,936 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 23:25:57,055 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 23:25:57,173 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-05 23:25:57,301 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 23:25:57,435 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 23:25:57,556 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-05 23:25:57,680 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-05 23:25:57,804 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-05 23:25:57,923 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-05 23:25:58,044 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-05 23:25:58,164 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-05 23:25:58,283 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-05 23:25:58,400 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-05 23:25:58,524 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-05 23:25:58,651 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-05 23:25:58,777 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-05 23:25:58,902 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 23:25:59,025 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 23:25:59,145 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 23:25:59,269 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 23:25:59,389 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 23:25:59,507 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 23:25:59,625 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 23:25:59,752 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-05 23:25:59,885 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-05 23:26:00,007 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:00,132 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:00,253 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:00,374 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:00,499 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:00,622 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:00,744 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:00,862 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:00,989 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:01,123 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-05 23:26:01,246 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:26:01,371 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:26:01,495 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:26:01,616 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:26:01,738 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:26:01,858 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:26:01,978 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:26:02,098 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:26:02,221 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-05 23:26:02,349 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 23:26:02,475 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 23:26:02,599 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 23:26:02,719 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-05 23:26:02,841 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:02,963 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:03,083 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:03,203 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:03,320 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:03,449 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:03,582 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:03,704 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:03,829 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:03,952 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:04,072 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:04,192 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:04,315 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:04,437 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:04,555 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:04,679 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-05 23:26:04,807 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:04,932 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:05,055 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:05,174 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:05,297 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:05,420 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:05,540 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:05,660 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:05,777 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:05,905 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:06,038 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:06,161 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:06,288 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:06,412 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:06,531 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:06,650 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:06,769 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:06,890 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:07,007 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:07,135 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:07,266 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:07,390 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-05 23:26:07,515 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-05 23:26:07,639 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-05 23:26:07,758 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-05 23:26:07,878 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-05 23:26:07,995 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-05 23:26:08,114 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-05 23:26:08,233 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-05 23:26:08,363 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-05 23:26:08,496 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-05 23:26:08,619 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-05 23:26:08,744 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:08,868 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:08,993 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:09,116 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:09,240 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:09,361 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:09,481 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:09,608 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:09,738 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:09,862 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:09,989 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:10,115 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:10,241 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:10,368 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:10,491 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:10,615 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:10,741 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:10,868 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:10,993 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:11,113 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-05 23:26:11,235 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 23:26:11,360 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 23:26:11,483 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 23:26:11,604 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 23:26:11,722 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 23:26:11,852 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 23:26:11,983 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 23:26:12,108 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-05 23:26:12,234 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 23:26:12,363 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 23:26:12,485 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 23:26:12,605 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 23:26:12,725 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 23:26:12,843 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 23:26:12,959 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-05 23:26:29,939 semantic_segmentation INFO: Iters: 76010/150000 || Lr: 0.010588 || Task Loss: 0.2356 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:16:14 || Estimated Time: 1 day, 10:19:59
2023-08-05 23:26:46,737 semantic_segmentation INFO: Iters: 76020/150000 || Lr: 0.010587 || Task Loss: 0.3532 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:16:31 || Estimated Time: 1 day, 10:19:42
2023-08-05 23:27:03,531 semantic_segmentation INFO: Iters: 76030/150000 || Lr: 0.010585 || Task Loss: 0.2386 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:16:48 || Estimated Time: 1 day, 10:19:26
2023-08-05 23:27:20,257 semantic_segmentation INFO: Iters: 76040/150000 || Lr: 0.010584 || Task Loss: 0.1823 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:17:04 || Estimated Time: 1 day, 10:19:09
2023-08-05 23:27:37,061 semantic_segmentation INFO: Iters: 76050/150000 || Lr: 0.010583 || Task Loss: 0.1888 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:17:21 || Estimated Time: 1 day, 10:18:52
2023-08-05 23:27:53,772 semantic_segmentation INFO: Iters: 76060/150000 || Lr: 0.010581 || Task Loss: 0.1938 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:17:38 || Estimated Time: 1 day, 10:18:36
2023-08-05 23:28:10,614 semantic_segmentation INFO: Iters: 76070/150000 || Lr: 0.010580 || Task Loss: 0.3627 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:17:55 || Estimated Time: 1 day, 10:18:19
2023-08-05 23:28:27,445 semantic_segmentation INFO: Iters: 76080/150000 || Lr: 0.010579 || Task Loss: 0.3235 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:18:11 || Estimated Time: 1 day, 10:18:03
2023-08-05 23:28:44,208 semantic_segmentation INFO: Iters: 76090/150000 || Lr: 0.010578 || Task Loss: 0.3705 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:18:28 || Estimated Time: 1 day, 10:17:46
2023-08-05 23:29:00,950 semantic_segmentation INFO: Iters: 76100/150000 || Lr: 0.010576 || Task Loss: 0.1871 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:18:45 || Estimated Time: 1 day, 10:17:29
2023-08-05 23:29:17,687 semantic_segmentation INFO: Iters: 76110/150000 || Lr: 0.010575 || Task Loss: 0.1729 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:19:02 || Estimated Time: 1 day, 10:17:13
2023-08-05 23:29:34,451 semantic_segmentation INFO: Iters: 76120/150000 || Lr: 0.010574 || Task Loss: 0.2552 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:19:18 || Estimated Time: 1 day, 10:16:56
2023-08-05 23:29:51,157 semantic_segmentation INFO: Iters: 76130/150000 || Lr: 0.010572 || Task Loss: 0.1842 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:19:35 || Estimated Time: 1 day, 10:16:39
2023-08-05 23:30:07,870 semantic_segmentation INFO: Iters: 76140/150000 || Lr: 0.010571 || Task Loss: 0.4889 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:19:52 || Estimated Time: 1 day, 10:16:23
2023-08-05 23:30:24,590 semantic_segmentation INFO: Iters: 76150/150000 || Lr: 0.010570 || Task Loss: 0.2743 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:20:09 || Estimated Time: 1 day, 10:16:06
2023-08-05 23:30:41,352 semantic_segmentation INFO: Iters: 76160/150000 || Lr: 0.010569 || Task Loss: 0.3199 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:20:25 || Estimated Time: 1 day, 10:15:49
2023-08-05 23:30:58,100 semantic_segmentation INFO: Iters: 76170/150000 || Lr: 0.010567 || Task Loss: 0.2046 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:20:42 || Estimated Time: 1 day, 10:15:33
2023-08-05 23:31:14,818 semantic_segmentation INFO: Iters: 76180/150000 || Lr: 0.010566 || Task Loss: 0.2486 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:20:59 || Estimated Time: 1 day, 10:15:16
2023-08-05 23:31:31,558 semantic_segmentation INFO: Iters: 76190/150000 || Lr: 0.010565 || Task Loss: 0.1824 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:21:16 || Estimated Time: 1 day, 10:14:59
2023-08-05 23:31:48,255 semantic_segmentation INFO: Iters: 76200/150000 || Lr: 0.010563 || Task Loss: 0.2156 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:21:32 || Estimated Time: 1 day, 10:14:43
2023-08-05 23:32:04,988 semantic_segmentation INFO: Iters: 76210/150000 || Lr: 0.010562 || Task Loss: 0.1718 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:21:49 || Estimated Time: 1 day, 10:14:26
2023-08-05 23:32:21,725 semantic_segmentation INFO: Iters: 76220/150000 || Lr: 0.010561 || Task Loss: 0.2496 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:22:06 || Estimated Time: 1 day, 10:14:09
2023-08-05 23:32:38,444 semantic_segmentation INFO: Iters: 76230/150000 || Lr: 0.010560 || Task Loss: 0.2597 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:22:22 || Estimated Time: 1 day, 10:13:52
2023-08-05 23:32:55,116 semantic_segmentation INFO: Iters: 76240/150000 || Lr: 0.010558 || Task Loss: 0.2223 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:22:39 || Estimated Time: 1 day, 10:13:36
2023-08-05 23:33:11,786 semantic_segmentation INFO: Iters: 76250/150000 || Lr: 0.010557 || Task Loss: 0.3775 || KD Loss: 0.1169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:22:56 || Estimated Time: 1 day, 10:13:19
2023-08-05 23:33:28,489 semantic_segmentation INFO: Iters: 76260/150000 || Lr: 0.010556 || Task Loss: 0.2189 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:23:13 || Estimated Time: 1 day, 10:13:02
2023-08-05 23:33:45,137 semantic_segmentation INFO: Iters: 76270/150000 || Lr: 0.010554 || Task Loss: 0.2504 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:23:29 || Estimated Time: 1 day, 10:12:46
2023-08-05 23:34:01,876 semantic_segmentation INFO: Iters: 76280/150000 || Lr: 0.010553 || Task Loss: 0.2455 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:23:46 || Estimated Time: 1 day, 10:12:29
2023-08-05 23:34:18,584 semantic_segmentation INFO: Iters: 76290/150000 || Lr: 0.010552 || Task Loss: 0.1990 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:24:03 || Estimated Time: 1 day, 10:12:12
2023-08-05 23:34:35,304 semantic_segmentation INFO: Iters: 76300/150000 || Lr: 0.010551 || Task Loss: 0.2409 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:24:19 || Estimated Time: 1 day, 10:11:55
2023-08-05 23:34:51,917 semantic_segmentation INFO: Iters: 76310/150000 || Lr: 0.010549 || Task Loss: 0.2774 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:24:36 || Estimated Time: 1 day, 10:11:39
2023-08-05 23:35:08,645 semantic_segmentation INFO: Iters: 76320/150000 || Lr: 0.010548 || Task Loss: 0.2476 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:24:53 || Estimated Time: 1 day, 10:11:22
2023-08-05 23:35:25,345 semantic_segmentation INFO: Iters: 76330/150000 || Lr: 0.010547 || Task Loss: 0.1738 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:25:09 || Estimated Time: 1 day, 10:11:05
2023-08-05 23:35:42,090 semantic_segmentation INFO: Iters: 76340/150000 || Lr: 0.010545 || Task Loss: 0.1499 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:25:26 || Estimated Time: 1 day, 10:10:49
2023-08-05 23:35:58,814 semantic_segmentation INFO: Iters: 76350/150000 || Lr: 0.010544 || Task Loss: 0.1886 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:25:43 || Estimated Time: 1 day, 10:10:32
2023-08-05 23:36:15,477 semantic_segmentation INFO: Iters: 76360/150000 || Lr: 0.010543 || Task Loss: 0.1567 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:26:00 || Estimated Time: 1 day, 10:10:15
2023-08-05 23:36:32,266 semantic_segmentation INFO: Iters: 76370/150000 || Lr: 0.010542 || Task Loss: 0.2397 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:26:16 || Estimated Time: 1 day, 10:09:59
2023-08-05 23:36:49,276 semantic_segmentation INFO: Iters: 76380/150000 || Lr: 0.010540 || Task Loss: 0.1593 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:09:42
2023-08-05 23:37:06,368 semantic_segmentation INFO: Iters: 76390/150000 || Lr: 0.010539 || Task Loss: 0.1364 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:26:50 || Estimated Time: 1 day, 10:09:26
2023-08-05 23:37:23,109 semantic_segmentation INFO: Iters: 76400/150000 || Lr: 0.010538 || Task Loss: 0.2038 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:27:07 || Estimated Time: 1 day, 10:09:09
2023-08-05 23:37:39,834 semantic_segmentation INFO: Iters: 76410/150000 || Lr: 0.010536 || Task Loss: 0.2973 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:27:24 || Estimated Time: 1 day, 10:08:52
2023-08-05 23:37:56,619 semantic_segmentation INFO: Iters: 76420/150000 || Lr: 0.010535 || Task Loss: 0.1825 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:27:41 || Estimated Time: 1 day, 10:08:36
2023-08-05 23:38:13,315 semantic_segmentation INFO: Iters: 76430/150000 || Lr: 0.010534 || Task Loss: 0.1890 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:27:57 || Estimated Time: 1 day, 10:08:19
2023-08-05 23:38:30,030 semantic_segmentation INFO: Iters: 76440/150000 || Lr: 0.010532 || Task Loss: 0.1580 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:28:14 || Estimated Time: 1 day, 10:08:02
2023-08-05 23:38:46,807 semantic_segmentation INFO: Iters: 76450/150000 || Lr: 0.010531 || Task Loss: 0.5932 || KD Loss: 0.2409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:28:31 || Estimated Time: 1 day, 10:07:46
2023-08-05 23:39:03,714 semantic_segmentation INFO: Iters: 76460/150000 || Lr: 0.010530 || Task Loss: 0.3097 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:28:48 || Estimated Time: 1 day, 10:07:29
2023-08-05 23:39:20,630 semantic_segmentation INFO: Iters: 76470/150000 || Lr: 0.010529 || Task Loss: 0.3826 || KD Loss: 0.1270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:29:05 || Estimated Time: 1 day, 10:07:13
2023-08-05 23:39:37,594 semantic_segmentation INFO: Iters: 76480/150000 || Lr: 0.010527 || Task Loss: 0.2536 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:29:22 || Estimated Time: 1 day, 10:06:56
2023-08-05 23:39:54,388 semantic_segmentation INFO: Iters: 76490/150000 || Lr: 0.010526 || Task Loss: 0.2969 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:29:38 || Estimated Time: 1 day, 10:06:40
2023-08-05 23:40:11,122 semantic_segmentation INFO: Iters: 76500/150000 || Lr: 0.010525 || Task Loss: 0.2366 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:29:55 || Estimated Time: 1 day, 10:06:23
2023-08-05 23:40:27,919 semantic_segmentation INFO: Iters: 76510/150000 || Lr: 0.010523 || Task Loss: 0.1846 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:30:12 || Estimated Time: 1 day, 10:06:06
2023-08-05 23:40:44,700 semantic_segmentation INFO: Iters: 76520/150000 || Lr: 0.010522 || Task Loss: 0.2773 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:30:29 || Estimated Time: 1 day, 10:05:50
2023-08-05 23:41:01,525 semantic_segmentation INFO: Iters: 76530/150000 || Lr: 0.010521 || Task Loss: 0.2524 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:30:46 || Estimated Time: 1 day, 10:05:33
2023-08-05 23:41:18,347 semantic_segmentation INFO: Iters: 76540/150000 || Lr: 0.010520 || Task Loss: 0.2326 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:31:02 || Estimated Time: 1 day, 10:05:17
2023-08-05 23:41:35,214 semantic_segmentation INFO: Iters: 76550/150000 || Lr: 0.010518 || Task Loss: 0.2440 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:31:19 || Estimated Time: 1 day, 10:05:00
2023-08-05 23:41:52,145 semantic_segmentation INFO: Iters: 76560/150000 || Lr: 0.010517 || Task Loss: 0.2808 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:31:36 || Estimated Time: 1 day, 10:04:44
2023-08-05 23:42:08,963 semantic_segmentation INFO: Iters: 76570/150000 || Lr: 0.010516 || Task Loss: 0.3273 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:31:53 || Estimated Time: 1 day, 10:04:27
2023-08-05 23:42:25,750 semantic_segmentation INFO: Iters: 76580/150000 || Lr: 0.010514 || Task Loss: 0.2342 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:32:10 || Estimated Time: 1 day, 10:04:10
2023-08-05 23:42:42,536 semantic_segmentation INFO: Iters: 76590/150000 || Lr: 0.010513 || Task Loss: 0.1593 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:32:27 || Estimated Time: 1 day, 10:03:54
2023-08-05 23:42:59,374 semantic_segmentation INFO: Iters: 76600/150000 || Lr: 0.010512 || Task Loss: 0.2417 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:32:43 || Estimated Time: 1 day, 10:03:37
2023-08-05 23:43:16,121 semantic_segmentation INFO: Iters: 76610/150000 || Lr: 0.010511 || Task Loss: 0.2224 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:33:00 || Estimated Time: 1 day, 10:03:20
2023-08-05 23:43:32,921 semantic_segmentation INFO: Iters: 76620/150000 || Lr: 0.010509 || Task Loss: 0.2306 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 10:03:04
2023-08-05 23:43:49,708 semantic_segmentation INFO: Iters: 76630/150000 || Lr: 0.010508 || Task Loss: 0.2275 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:33:34 || Estimated Time: 1 day, 10:02:47
2023-08-05 23:44:06,491 semantic_segmentation INFO: Iters: 76640/150000 || Lr: 0.010507 || Task Loss: 0.3256 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:33:51 || Estimated Time: 1 day, 10:02:31
2023-08-05 23:44:23,286 semantic_segmentation INFO: Iters: 76650/150000 || Lr: 0.010505 || Task Loss: 0.3026 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:34:07 || Estimated Time: 1 day, 10:02:14
2023-08-05 23:44:40,084 semantic_segmentation INFO: Iters: 76660/150000 || Lr: 0.010504 || Task Loss: 0.1260 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:34:24 || Estimated Time: 1 day, 10:01:57
2023-08-05 23:44:56,859 semantic_segmentation INFO: Iters: 76670/150000 || Lr: 0.010503 || Task Loss: 0.2607 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:34:41 || Estimated Time: 1 day, 10:01:41
2023-08-05 23:45:13,663 semantic_segmentation INFO: Iters: 76680/150000 || Lr: 0.010502 || Task Loss: 0.4009 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:34:58 || Estimated Time: 1 day, 10:01:24
2023-08-05 23:45:30,407 semantic_segmentation INFO: Iters: 76690/150000 || Lr: 0.010500 || Task Loss: 0.5618 || KD Loss: 0.3060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:35:14 || Estimated Time: 1 day, 10:01:07
2023-08-05 23:45:47,168 semantic_segmentation INFO: Iters: 76700/150000 || Lr: 0.010499 || Task Loss: 0.2085 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:35:31 || Estimated Time: 1 day, 10:00:51
2023-08-05 23:46:03,857 semantic_segmentation INFO: Iters: 76710/150000 || Lr: 0.010498 || Task Loss: 0.1890 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:35:48 || Estimated Time: 1 day, 10:00:34
2023-08-05 23:46:20,648 semantic_segmentation INFO: Iters: 76720/150000 || Lr: 0.010496 || Task Loss: 0.2197 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:36:05 || Estimated Time: 1 day, 10:00:17
2023-08-05 23:46:37,428 semantic_segmentation INFO: Iters: 76730/150000 || Lr: 0.010495 || Task Loss: 0.1890 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:36:21 || Estimated Time: 1 day, 10:00:01
2023-08-05 23:46:54,217 semantic_segmentation INFO: Iters: 76740/150000 || Lr: 0.010494 || Task Loss: 0.2807 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:36:38 || Estimated Time: 1 day, 9:59:44
2023-08-05 23:47:10,953 semantic_segmentation INFO: Iters: 76750/150000 || Lr: 0.010493 || Task Loss: 0.2898 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:36:55 || Estimated Time: 1 day, 9:59:27
2023-08-05 23:47:27,646 semantic_segmentation INFO: Iters: 76760/150000 || Lr: 0.010491 || Task Loss: 0.2755 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:37:12 || Estimated Time: 1 day, 9:59:11
2023-08-05 23:47:44,467 semantic_segmentation INFO: Iters: 76770/150000 || Lr: 0.010490 || Task Loss: 0.2320 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:37:29 || Estimated Time: 1 day, 9:58:54
2023-08-05 23:48:01,201 semantic_segmentation INFO: Iters: 76780/150000 || Lr: 0.010489 || Task Loss: 0.1551 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:37:45 || Estimated Time: 1 day, 9:58:38
2023-08-05 23:48:17,993 semantic_segmentation INFO: Iters: 76790/150000 || Lr: 0.010487 || Task Loss: 0.4101 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:38:02 || Estimated Time: 1 day, 9:58:21
2023-08-05 23:48:34,778 semantic_segmentation INFO: Iters: 76800/150000 || Lr: 0.010486 || Task Loss: 0.2337 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:38:19 || Estimated Time: 1 day, 9:58:04
2023-08-05 23:48:34,990 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-05 23:48:35,867 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.398
2023-08-05 23:48:35,988 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.483
2023-08-05 23:48:36,111 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.503
2023-08-05 23:48:36,235 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.536
2023-08-05 23:48:36,354 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.525
2023-08-05 23:48:36,472 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.526
2023-08-05 23:48:36,590 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.574
2023-08-05 23:48:36,708 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.615
2023-08-05 23:48:36,825 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.658
2023-08-05 23:48:36,949 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.698
2023-08-05 23:48:37,073 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.692
2023-08-05 23:48:37,197 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.708
2023-08-05 23:48:37,323 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.715
2023-08-05 23:48:37,445 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.718
2023-08-05 23:48:37,565 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.700
2023-08-05 23:48:37,684 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.691
2023-08-05 23:48:37,805 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.689
2023-08-05 23:48:37,925 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.696
2023-08-05 23:48:38,042 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.702
2023-08-05 23:48:38,165 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.709
2023-08-05 23:48:38,291 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.711
2023-08-05 23:48:38,413 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-05 23:48:38,535 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-05 23:48:38,655 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-05 23:48:38,778 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-05 23:48:38,904 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-05 23:48:39,024 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-05 23:48:39,144 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-05 23:48:39,260 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-05 23:48:39,378 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-05 23:48:39,497 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 23:48:39,617 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-05 23:48:39,741 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-05 23:48:39,863 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-05 23:48:39,983 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 23:48:40,100 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-05 23:48:40,223 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-05 23:48:40,350 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.713
2023-08-05 23:48:40,471 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-05 23:48:40,595 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 23:48:40,716 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 23:48:40,836 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-05 23:48:40,958 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 23:48:41,079 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-05 23:48:41,199 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-05 23:48:41,316 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 23:48:41,443 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-05 23:48:41,577 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-05 23:48:41,696 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-05 23:48:41,815 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-05 23:48:41,934 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-05 23:48:42,055 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 23:48:42,177 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-05 23:48:42,304 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-05 23:48:42,427 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-05 23:48:42,549 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 23:48:42,669 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-05 23:48:42,793 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-05 23:48:42,915 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-05 23:48:43,036 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-05 23:48:43,157 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-05 23:48:43,283 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-05 23:48:43,412 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-05 23:48:43,530 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-05 23:48:43,649 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-05 23:48:43,766 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-05 23:48:43,889 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-05 23:48:44,015 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.745
2023-08-05 23:48:44,139 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-05 23:48:44,259 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.743
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2023-08-05 23:48:46,947 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.712
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2023-08-05 23:49:32,409 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:32,529 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:32,651 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:32,777 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:32,902 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:33,023 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:33,142 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:33,269 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:33,400 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:33,521 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:33,645 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:33,766 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:33,884 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-05 23:49:34,009 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:34,132 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:34,254 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:34,372 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:34,498 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:34,630 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:34,752 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:34,873 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:34,992 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:35,116 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:35,239 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:35,361 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-05 23:49:35,481 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 23:49:35,599 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 23:49:35,722 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 23:49:35,845 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 23:49:35,971 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 23:49:36,097 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 23:49:36,218 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 23:49:36,338 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 23:49:36,459 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-05 23:49:36,581 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.712
2023-08-05 23:49:36,702 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.712
2023-08-05 23:49:36,820 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.712
2023-08-05 23:49:36,943 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.712
2023-08-05 23:49:53,831 semantic_segmentation INFO: Iters: 76810/150000 || Lr: 0.010485 || Task Loss: 0.1863 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:39:38 || Estimated Time: 1 day, 9:58:47
2023-08-05 23:50:10,597 semantic_segmentation INFO: Iters: 76820/150000 || Lr: 0.010484 || Task Loss: 0.1979 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:39:55 || Estimated Time: 1 day, 9:58:30
2023-08-05 23:50:27,414 semantic_segmentation INFO: Iters: 76830/150000 || Lr: 0.010482 || Task Loss: 0.2005 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:40:11 || Estimated Time: 1 day, 9:58:14
2023-08-05 23:50:44,286 semantic_segmentation INFO: Iters: 76840/150000 || Lr: 0.010481 || Task Loss: 0.4423 || KD Loss: 0.1327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:40:28 || Estimated Time: 1 day, 9:57:57
2023-08-05 23:51:01,187 semantic_segmentation INFO: Iters: 76850/150000 || Lr: 0.010480 || Task Loss: 0.2516 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:40:45 || Estimated Time: 1 day, 9:57:41
2023-08-05 23:51:18,021 semantic_segmentation INFO: Iters: 76860/150000 || Lr: 0.010478 || Task Loss: 0.1727 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:41:02 || Estimated Time: 1 day, 9:57:24
2023-08-05 23:51:34,867 semantic_segmentation INFO: Iters: 76870/150000 || Lr: 0.010477 || Task Loss: 0.2562 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:41:19 || Estimated Time: 1 day, 9:57:07
2023-08-05 23:51:51,746 semantic_segmentation INFO: Iters: 76880/150000 || Lr: 0.010476 || Task Loss: 0.2101 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:41:36 || Estimated Time: 1 day, 9:56:51
2023-08-05 23:52:08,607 semantic_segmentation INFO: Iters: 76890/150000 || Lr: 0.010474 || Task Loss: 0.4875 || KD Loss: 0.2307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:41:53 || Estimated Time: 1 day, 9:56:34
2023-08-05 23:52:25,456 semantic_segmentation INFO: Iters: 76900/150000 || Lr: 0.010473 || Task Loss: 0.1585 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:42:09 || Estimated Time: 1 day, 9:56:18
2023-08-05 23:52:42,308 semantic_segmentation INFO: Iters: 76910/150000 || Lr: 0.010472 || Task Loss: 0.3191 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:42:26 || Estimated Time: 1 day, 9:56:01
2023-08-05 23:52:59,141 semantic_segmentation INFO: Iters: 76920/150000 || Lr: 0.010471 || Task Loss: 0.3042 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:42:43 || Estimated Time: 1 day, 9:55:45
2023-08-05 23:53:15,922 semantic_segmentation INFO: Iters: 76930/150000 || Lr: 0.010469 || Task Loss: 0.1895 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:43:00 || Estimated Time: 1 day, 9:55:28
2023-08-05 23:53:32,728 semantic_segmentation INFO: Iters: 76940/150000 || Lr: 0.010468 || Task Loss: 0.2217 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:43:17 || Estimated Time: 1 day, 9:55:11
2023-08-05 23:53:49,512 semantic_segmentation INFO: Iters: 76950/150000 || Lr: 0.010467 || Task Loss: 0.3101 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:43:34 || Estimated Time: 1 day, 9:54:55
2023-08-05 23:54:06,316 semantic_segmentation INFO: Iters: 76960/150000 || Lr: 0.010465 || Task Loss: 0.2398 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:43:50 || Estimated Time: 1 day, 9:54:38
2023-08-05 23:54:23,130 semantic_segmentation INFO: Iters: 76970/150000 || Lr: 0.010464 || Task Loss: 0.1684 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:44:07 || Estimated Time: 1 day, 9:54:21
2023-08-05 23:54:39,829 semantic_segmentation INFO: Iters: 76980/150000 || Lr: 0.010463 || Task Loss: 0.1856 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:44:24 || Estimated Time: 1 day, 9:54:05
2023-08-05 23:54:56,636 semantic_segmentation INFO: Iters: 76990/150000 || Lr: 0.010462 || Task Loss: 0.2250 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:44:41 || Estimated Time: 1 day, 9:53:48
2023-08-05 23:55:13,456 semantic_segmentation INFO: Iters: 77000/150000 || Lr: 0.010460 || Task Loss: 0.2374 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:44:57 || Estimated Time: 1 day, 9:53:31
2023-08-05 23:55:30,200 semantic_segmentation INFO: Iters: 77010/150000 || Lr: 0.010459 || Task Loss: 0.1912 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:45:14 || Estimated Time: 1 day, 9:53:15
2023-08-05 23:55:46,992 semantic_segmentation INFO: Iters: 77020/150000 || Lr: 0.010458 || Task Loss: 0.2522 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:52:58
2023-08-05 23:56:03,724 semantic_segmentation INFO: Iters: 77030/150000 || Lr: 0.010456 || Task Loss: 0.2698 || KD Loss: 0.1213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:45:48 || Estimated Time: 1 day, 9:52:41
2023-08-05 23:56:20,481 semantic_segmentation INFO: Iters: 77040/150000 || Lr: 0.010455 || Task Loss: 0.2146 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:46:05 || Estimated Time: 1 day, 9:52:25
2023-08-05 23:56:37,235 semantic_segmentation INFO: Iters: 77050/150000 || Lr: 0.010454 || Task Loss: 0.1451 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:46:21 || Estimated Time: 1 day, 9:52:08
2023-08-05 23:56:53,999 semantic_segmentation INFO: Iters: 77060/150000 || Lr: 0.010453 || Task Loss: 0.2014 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:46:38 || Estimated Time: 1 day, 9:51:51
2023-08-05 23:57:10,752 semantic_segmentation INFO: Iters: 77070/150000 || Lr: 0.010451 || Task Loss: 0.2861 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:46:55 || Estimated Time: 1 day, 9:51:35
2023-08-05 23:57:27,496 semantic_segmentation INFO: Iters: 77080/150000 || Lr: 0.010450 || Task Loss: 0.1901 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:47:12 || Estimated Time: 1 day, 9:51:18
2023-08-05 23:57:44,293 semantic_segmentation INFO: Iters: 77090/150000 || Lr: 0.010449 || Task Loss: 0.2028 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:47:28 || Estimated Time: 1 day, 9:51:01
2023-08-05 23:58:01,078 semantic_segmentation INFO: Iters: 77100/150000 || Lr: 0.010447 || Task Loss: 0.2537 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:47:45 || Estimated Time: 1 day, 9:50:45
2023-08-05 23:58:17,803 semantic_segmentation INFO: Iters: 77110/150000 || Lr: 0.010446 || Task Loss: 0.2735 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:48:02 || Estimated Time: 1 day, 9:50:28
2023-08-05 23:58:34,581 semantic_segmentation INFO: Iters: 77120/150000 || Lr: 0.010445 || Task Loss: 0.2557 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:48:19 || Estimated Time: 1 day, 9:50:11
2023-08-05 23:58:51,312 semantic_segmentation INFO: Iters: 77130/150000 || Lr: 0.010444 || Task Loss: 0.1858 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:48:35 || Estimated Time: 1 day, 9:49:55
2023-08-05 23:59:08,060 semantic_segmentation INFO: Iters: 77140/150000 || Lr: 0.010442 || Task Loss: 0.2020 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:48:52 || Estimated Time: 1 day, 9:49:38
2023-08-05 23:59:24,837 semantic_segmentation INFO: Iters: 77150/150000 || Lr: 0.010441 || Task Loss: 0.2321 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:49:09 || Estimated Time: 1 day, 9:49:21
2023-08-05 23:59:41,625 semantic_segmentation INFO: Iters: 77160/150000 || Lr: 0.010440 || Task Loss: 0.2288 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:49:26 || Estimated Time: 1 day, 9:49:05
2023-08-05 23:59:58,405 semantic_segmentation INFO: Iters: 77170/150000 || Lr: 0.010438 || Task Loss: 0.2449 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:49:42 || Estimated Time: 1 day, 9:48:48
2023-08-06 00:00:15,135 semantic_segmentation INFO: Iters: 77180/150000 || Lr: 0.010437 || Task Loss: 0.1408 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:49:59 || Estimated Time: 1 day, 9:48:31
2023-08-06 00:00:31,932 semantic_segmentation INFO: Iters: 77190/150000 || Lr: 0.010436 || Task Loss: 0.2199 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:50:16 || Estimated Time: 1 day, 9:48:15
2023-08-06 00:00:48,711 semantic_segmentation INFO: Iters: 77200/150000 || Lr: 0.010434 || Task Loss: 0.1939 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:50:33 || Estimated Time: 1 day, 9:47:58
2023-08-06 00:01:05,466 semantic_segmentation INFO: Iters: 77210/150000 || Lr: 0.010433 || Task Loss: 0.2724 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:50:50 || Estimated Time: 1 day, 9:47:41
2023-08-06 00:01:22,246 semantic_segmentation INFO: Iters: 77220/150000 || Lr: 0.010432 || Task Loss: 0.2890 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:51:06 || Estimated Time: 1 day, 9:47:25
2023-08-06 00:01:38,989 semantic_segmentation INFO: Iters: 77230/150000 || Lr: 0.010431 || Task Loss: 0.2019 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:51:23 || Estimated Time: 1 day, 9:47:08
2023-08-06 00:01:55,714 semantic_segmentation INFO: Iters: 77240/150000 || Lr: 0.010429 || Task Loss: 0.2051 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:51:40 || Estimated Time: 1 day, 9:46:51
2023-08-06 00:02:12,571 semantic_segmentation INFO: Iters: 77250/150000 || Lr: 0.010428 || Task Loss: 0.2451 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:51:57 || Estimated Time: 1 day, 9:46:35
2023-08-06 00:02:29,359 semantic_segmentation INFO: Iters: 77260/150000 || Lr: 0.010427 || Task Loss: 0.2402 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:52:13 || Estimated Time: 1 day, 9:46:18
2023-08-06 00:02:46,222 semantic_segmentation INFO: Iters: 77270/150000 || Lr: 0.010425 || Task Loss: 0.2028 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:52:30 || Estimated Time: 1 day, 9:46:01
2023-08-06 00:03:03,013 semantic_segmentation INFO: Iters: 77280/150000 || Lr: 0.010424 || Task Loss: 0.4321 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:45:45
2023-08-06 00:03:19,833 semantic_segmentation INFO: Iters: 77290/150000 || Lr: 0.010423 || Task Loss: 0.1025 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:53:04 || Estimated Time: 1 day, 9:45:28
2023-08-06 00:03:36,627 semantic_segmentation INFO: Iters: 77300/150000 || Lr: 0.010422 || Task Loss: 0.1832 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:53:21 || Estimated Time: 1 day, 9:45:12
2023-08-06 00:03:53,624 semantic_segmentation INFO: Iters: 77310/150000 || Lr: 0.010420 || Task Loss: 0.3515 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:53:38 || Estimated Time: 1 day, 9:44:55
2023-08-06 00:04:10,688 semantic_segmentation INFO: Iters: 77320/150000 || Lr: 0.010419 || Task Loss: 0.3108 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:53:55 || Estimated Time: 1 day, 9:44:39
2023-08-06 00:04:27,691 semantic_segmentation INFO: Iters: 77330/150000 || Lr: 0.010418 || Task Loss: 0.1506 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:54:12 || Estimated Time: 1 day, 9:44:22
2023-08-06 00:04:44,521 semantic_segmentation INFO: Iters: 77340/150000 || Lr: 0.010416 || Task Loss: 0.2156 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:54:29 || Estimated Time: 1 day, 9:44:06
2023-08-06 00:05:01,332 semantic_segmentation INFO: Iters: 77350/150000 || Lr: 0.010415 || Task Loss: 0.2866 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:54:45 || Estimated Time: 1 day, 9:43:49
2023-08-06 00:05:18,130 semantic_segmentation INFO: Iters: 77360/150000 || Lr: 0.010414 || Task Loss: 0.1383 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:02 || Estimated Time: 1 day, 9:43:32
2023-08-06 00:05:34,932 semantic_segmentation INFO: Iters: 77370/150000 || Lr: 0.010413 || Task Loss: 0.1900 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:19 || Estimated Time: 1 day, 9:43:16
2023-08-06 00:05:51,741 semantic_segmentation INFO: Iters: 77380/150000 || Lr: 0.010411 || Task Loss: 0.2772 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:36 || Estimated Time: 1 day, 9:42:59
2023-08-06 00:06:08,569 semantic_segmentation INFO: Iters: 77390/150000 || Lr: 0.010410 || Task Loss: 0.2910 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:53 || Estimated Time: 1 day, 9:42:43
2023-08-06 00:06:25,358 semantic_segmentation INFO: Iters: 77400/150000 || Lr: 0.010409 || Task Loss: 0.3035 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:56:09 || Estimated Time: 1 day, 9:42:26
2023-08-06 00:06:42,208 semantic_segmentation INFO: Iters: 77410/150000 || Lr: 0.010407 || Task Loss: 0.2313 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:56:26 || Estimated Time: 1 day, 9:42:09
2023-08-06 00:06:58,971 semantic_segmentation INFO: Iters: 77420/150000 || Lr: 0.010406 || Task Loss: 0.2167 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:56:43 || Estimated Time: 1 day, 9:41:53
2023-08-06 00:07:15,762 semantic_segmentation INFO: Iters: 77430/150000 || Lr: 0.010405 || Task Loss: 0.1820 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:57:00 || Estimated Time: 1 day, 9:41:36
2023-08-06 00:07:32,539 semantic_segmentation INFO: Iters: 77440/150000 || Lr: 0.010404 || Task Loss: 0.2461 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:57:17 || Estimated Time: 1 day, 9:41:19
2023-08-06 00:07:49,362 semantic_segmentation INFO: Iters: 77450/150000 || Lr: 0.010402 || Task Loss: 0.3966 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:57:33 || Estimated Time: 1 day, 9:41:03
2023-08-06 00:08:06,122 semantic_segmentation INFO: Iters: 77460/150000 || Lr: 0.010401 || Task Loss: 0.1893 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:57:50 || Estimated Time: 1 day, 9:40:46
2023-08-06 00:08:22,913 semantic_segmentation INFO: Iters: 77470/150000 || Lr: 0.010400 || Task Loss: 0.2783 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:07 || Estimated Time: 1 day, 9:40:29
2023-08-06 00:08:39,705 semantic_segmentation INFO: Iters: 77480/150000 || Lr: 0.010398 || Task Loss: 0.2102 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:24 || Estimated Time: 1 day, 9:40:13
2023-08-06 00:08:56,454 semantic_segmentation INFO: Iters: 77490/150000 || Lr: 0.010397 || Task Loss: 0.2425 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:40 || Estimated Time: 1 day, 9:39:56
2023-08-06 00:09:13,223 semantic_segmentation INFO: Iters: 77500/150000 || Lr: 0.010396 || Task Loss: 0.2406 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:57 || Estimated Time: 1 day, 9:39:39
2023-08-06 00:09:29,976 semantic_segmentation INFO: Iters: 77510/150000 || Lr: 0.010394 || Task Loss: 0.3521 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:39:23
2023-08-06 00:09:46,775 semantic_segmentation INFO: Iters: 77520/150000 || Lr: 0.010393 || Task Loss: 0.2311 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:59:31 || Estimated Time: 1 day, 9:39:06
2023-08-06 00:10:03,568 semantic_segmentation INFO: Iters: 77530/150000 || Lr: 0.010392 || Task Loss: 0.2679 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:59:48 || Estimated Time: 1 day, 9:38:50
2023-08-06 00:10:20,343 semantic_segmentation INFO: Iters: 77540/150000 || Lr: 0.010391 || Task Loss: 0.2284 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:04 || Estimated Time: 1 day, 9:38:33
2023-08-06 00:10:37,150 semantic_segmentation INFO: Iters: 77550/150000 || Lr: 0.010389 || Task Loss: 0.2327 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:21 || Estimated Time: 1 day, 9:38:16
2023-08-06 00:10:53,935 semantic_segmentation INFO: Iters: 77560/150000 || Lr: 0.010388 || Task Loss: 0.2389 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:38 || Estimated Time: 1 day, 9:38:00
2023-08-06 00:11:10,764 semantic_segmentation INFO: Iters: 77570/150000 || Lr: 0.010387 || Task Loss: 0.2058 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:55 || Estimated Time: 1 day, 9:37:43
2023-08-06 00:11:27,524 semantic_segmentation INFO: Iters: 77580/150000 || Lr: 0.010385 || Task Loss: 0.1617 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:01:12 || Estimated Time: 1 day, 9:37:26
2023-08-06 00:11:44,262 semantic_segmentation INFO: Iters: 77590/150000 || Lr: 0.010384 || Task Loss: 0.2194 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:01:28 || Estimated Time: 1 day, 9:37:10
2023-08-06 00:12:01,024 semantic_segmentation INFO: Iters: 77600/150000 || Lr: 0.010383 || Task Loss: 0.1297 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:01:45 || Estimated Time: 1 day, 9:36:53
2023-08-06 00:12:01,114 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 00:12:01,993 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.412
2023-08-06 00:12:02,113 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.493
2023-08-06 00:12:02,236 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.512
2023-08-06 00:12:02,358 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.543
2023-08-06 00:12:02,477 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.535
2023-08-06 00:12:02,597 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.538
2023-08-06 00:12:02,723 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.579
2023-08-06 00:12:02,852 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.606
2023-08-06 00:12:02,975 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.626
2023-08-06 00:12:03,098 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.671
2023-08-06 00:12:03,220 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.668
2023-08-06 00:12:03,341 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.701
2023-08-06 00:12:03,464 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.711
2023-08-06 00:12:03,587 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.702
2023-08-06 00:12:03,708 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.692
2023-08-06 00:12:03,828 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.683
2023-08-06 00:12:03,951 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.687
2023-08-06 00:12:04,080 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.692
2023-08-06 00:12:04,204 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.697
2023-08-06 00:12:04,329 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.704
2023-08-06 00:12:04,448 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.704
2023-08-06 00:12:04,569 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:12:04,692 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 00:12:04,815 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 00:12:04,935 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-06 00:12:05,053 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 00:12:05,182 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 00:12:05,313 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 00:12:05,435 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 00:12:05,561 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.716
2023-08-06 00:12:05,683 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-06 00:12:05,805 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-06 00:12:05,925 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 00:12:06,047 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 00:12:06,167 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:06,285 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.707
2023-08-06 00:12:06,408 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-06 00:12:06,536 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-06 00:12:06,658 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-06 00:12:06,780 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.705
2023-08-06 00:12:06,899 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 00:12:07,020 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 00:12:07,143 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 00:12:07,265 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 00:12:07,385 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-06 00:12:07,504 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-06 00:12:07,632 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-06 00:12:07,765 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.704
2023-08-06 00:12:07,884 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-06 00:12:08,003 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 00:12:08,121 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 00:12:08,243 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 00:12:08,366 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 00:12:08,491 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-06 00:12:08,616 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 00:12:08,740 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.726
2023-08-06 00:12:08,859 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.726
2023-08-06 00:12:08,979 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 00:12:09,101 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 00:12:09,223 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 00:12:09,341 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-06 00:12:09,465 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-06 00:12:09,591 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-06 00:12:09,712 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-06 00:12:09,834 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.741
2023-08-06 00:12:09,954 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.741
2023-08-06 00:12:10,079 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.740
2023-08-06 00:12:10,210 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 00:12:10,329 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.739
2023-08-06 00:12:10,449 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.738
2023-08-06 00:12:10,572 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.739
2023-08-06 00:12:10,691 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 00:12:10,811 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 00:12:10,936 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.738
2023-08-06 00:12:11,061 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 00:12:11,185 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 00:12:11,308 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 00:12:11,431 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 00:12:11,553 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 00:12:11,676 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 00:12:11,798 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-06 00:12:11,922 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-06 00:12:12,048 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-06 00:12:12,167 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-06 00:12:12,287 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-06 00:12:12,408 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-06 00:12:12,533 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-06 00:12:12,662 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-06 00:12:12,781 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 00:12:12,899 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 00:12:13,021 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 00:12:13,139 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-06 00:12:13,256 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-06 00:12:13,379 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 00:12:13,505 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 00:12:13,626 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 00:12:13,745 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 00:12:13,862 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 00:12:13,986 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-06 00:12:14,117 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-06 00:12:14,237 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-06 00:12:14,359 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.729
2023-08-06 00:12:14,480 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.728
2023-08-06 00:12:14,603 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.728
2023-08-06 00:12:14,726 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.728
2023-08-06 00:12:14,848 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-06 00:12:14,970 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-06 00:12:15,087 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-06 00:12:15,210 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-06 00:12:15,336 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-06 00:12:15,460 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-06 00:12:15,583 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.728
2023-08-06 00:12:15,705 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-06 00:12:15,825 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-06 00:12:15,951 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-06 00:12:16,072 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-06 00:12:16,191 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 00:12:16,308 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.942, mIoU: 0.720
2023-08-06 00:12:16,433 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.723
2023-08-06 00:12:16,565 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 00:12:16,685 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-06 00:12:16,807 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.721
2023-08-06 00:12:16,926 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.721
2023-08-06 00:12:17,046 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 00:12:17,167 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-06 00:12:17,291 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.725
2023-08-06 00:12:17,416 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.726
2023-08-06 00:12:17,541 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-06 00:12:17,663 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-06 00:12:17,787 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-06 00:12:17,911 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-06 00:12:18,036 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-06 00:12:18,157 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-06 00:12:18,287 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 00:12:18,420 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 00:12:18,543 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 00:12:18,667 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 00:12:18,791 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:18,911 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:19,032 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-06 00:12:19,154 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:19,274 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:19,392 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:19,517 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:19,648 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:19,774 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:19,899 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:20,023 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:20,145 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 00:12:20,267 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 00:12:20,389 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 00:12:20,508 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:20,629 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:20,755 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:20,882 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:21,008 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:21,131 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:21,252 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:21,373 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:12:21,497 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:21,619 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 00:12:21,738 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-06 00:12:21,856 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 00:12:21,981 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 00:12:22,108 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 00:12:22,232 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 00:12:22,355 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 00:12:22,474 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 00:12:22,596 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.944, mIoU: 0.720
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2023-08-06 00:12:46,537 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-06 00:12:46,668 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.946, mIoU: 0.707
2023-08-06 00:12:46,789 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.946, mIoU: 0.707
2023-08-06 00:12:46,909 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:47,028 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:47,156 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:47,290 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:47,411 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 00:12:47,531 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 00:12:47,649 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:47,772 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:47,898 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:48,022 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:48,146 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 00:12:48,267 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 00:12:48,388 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 00:12:48,513 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 00:12:48,637 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 00:12:48,757 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 00:12:48,875 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-06 00:12:49,003 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 00:12:49,137 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 00:12:49,257 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 00:12:49,380 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 00:12:49,502 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 00:12:49,622 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 00:12:49,741 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 00:12:49,862 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 00:12:49,983 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 00:12:50,102 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 00:12:50,224 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 00:12:50,349 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 00:12:50,473 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 00:12:50,597 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 00:12:50,720 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 00:12:50,842 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 00:12:50,966 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 00:12:51,089 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 00:12:51,211 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 00:12:51,329 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 00:12:51,456 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 00:12:51,590 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:51,710 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:51,831 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:51,949 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:52,073 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:52,199 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:52,323 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:52,446 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:52,567 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:52,690 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:52,813 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:52,935 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:53,056 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:53,173 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 00:12:53,300 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.949, mIoU: 0.712
2023-08-06 00:12:53,433 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.949, mIoU: 0.712
2023-08-06 00:12:53,552 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:53,673 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:53,793 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:53,916 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:54,040 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:54,166 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:54,292 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:54,413 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:54,533 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:54,654 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:54,775 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:54,896 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:55,014 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:55,137 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:55,265 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:55,386 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:55,510 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:55,631 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:55,756 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:55,885 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:56,007 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 00:12:56,128 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 00:12:56,249 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 00:12:56,372 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 00:12:56,496 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:56,622 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 00:12:56,747 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:56,869 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:56,990 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:57,111 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:57,233 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:57,354 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:57,473 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 00:12:57,597 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:57,728 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:57,848 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 00:12:57,970 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:12:58,090 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:12:58,219 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:12:58,352 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:12:58,472 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:12:58,593 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:12:58,714 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:12:58,838 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:12:58,967 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:12:59,091 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 00:12:59,215 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:12:59,336 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 00:12:59,461 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 00:12:59,586 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 00:12:59,709 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 00:12:59,833 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 00:12:59,958 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 00:13:00,080 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 00:13:00,201 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 00:13:00,327 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:00,454 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:00,580 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:00,702 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:00,823 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:00,943 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:01,062 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 00:13:01,181 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:01,305 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:01,430 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:01,553 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:01,675 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:01,794 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:01,919 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:02,043 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 00:13:02,167 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:02,290 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:02,413 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:02,531 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:02,650 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:02,772 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:02,894 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:03,011 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:03,136 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:03,265 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:13:20,156 semantic_segmentation INFO: Iters: 77610/150000 || Lr: 0.010382 || Task Loss: 0.1696 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:03:04 || Estimated Time: 1 day, 9:37:34
2023-08-06 00:13:36,929 semantic_segmentation INFO: Iters: 77620/150000 || Lr: 0.010380 || Task Loss: 0.2846 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:37:18
2023-08-06 00:13:53,689 semantic_segmentation INFO: Iters: 77630/150000 || Lr: 0.010379 || Task Loss: 0.3322 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:03:38 || Estimated Time: 1 day, 9:37:01
2023-08-06 00:14:10,484 semantic_segmentation INFO: Iters: 77640/150000 || Lr: 0.010378 || Task Loss: 0.1950 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:03:55 || Estimated Time: 1 day, 9:36:44
2023-08-06 00:14:27,216 semantic_segmentation INFO: Iters: 77650/150000 || Lr: 0.010376 || Task Loss: 0.2423 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:04:11 || Estimated Time: 1 day, 9:36:28
2023-08-06 00:14:43,993 semantic_segmentation INFO: Iters: 77660/150000 || Lr: 0.010375 || Task Loss: 0.2028 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:04:28 || Estimated Time: 1 day, 9:36:11
2023-08-06 00:15:00,709 semantic_segmentation INFO: Iters: 77670/150000 || Lr: 0.010374 || Task Loss: 0.3067 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:04:45 || Estimated Time: 1 day, 9:35:54
2023-08-06 00:15:17,392 semantic_segmentation INFO: Iters: 77680/150000 || Lr: 0.010373 || Task Loss: 0.2508 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:05:01 || Estimated Time: 1 day, 9:35:38
2023-08-06 00:15:34,154 semantic_segmentation INFO: Iters: 77690/150000 || Lr: 0.010371 || Task Loss: 0.2587 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:05:18 || Estimated Time: 1 day, 9:35:21
2023-08-06 00:15:50,955 semantic_segmentation INFO: Iters: 77700/150000 || Lr: 0.010370 || Task Loss: 0.3896 || KD Loss: 0.1685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:05:35 || Estimated Time: 1 day, 9:35:04
2023-08-06 00:16:07,688 semantic_segmentation INFO: Iters: 77710/150000 || Lr: 0.010369 || Task Loss: 0.3988 || KD Loss: 0.1507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:05:52 || Estimated Time: 1 day, 9:34:48
2023-08-06 00:16:24,536 semantic_segmentation INFO: Iters: 77720/150000 || Lr: 0.010367 || Task Loss: 0.2744 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:06:09 || Estimated Time: 1 day, 9:34:31
2023-08-06 00:16:41,328 semantic_segmentation INFO: Iters: 77730/150000 || Lr: 0.010366 || Task Loss: 0.1946 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:06:25 || Estimated Time: 1 day, 9:34:14
2023-08-06 00:16:58,126 semantic_segmentation INFO: Iters: 77740/150000 || Lr: 0.010365 || Task Loss: 0.1671 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:06:42 || Estimated Time: 1 day, 9:33:58
2023-08-06 00:17:14,984 semantic_segmentation INFO: Iters: 77750/150000 || Lr: 0.010364 || Task Loss: 0.1738 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:06:59 || Estimated Time: 1 day, 9:33:41
2023-08-06 00:17:31,812 semantic_segmentation INFO: Iters: 77760/150000 || Lr: 0.010362 || Task Loss: 0.3112 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:07:16 || Estimated Time: 1 day, 9:33:24
2023-08-06 00:17:48,638 semantic_segmentation INFO: Iters: 77770/150000 || Lr: 0.010361 || Task Loss: 0.2259 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:07:33 || Estimated Time: 1 day, 9:33:08
2023-08-06 00:18:05,447 semantic_segmentation INFO: Iters: 77780/150000 || Lr: 0.010360 || Task Loss: 0.3357 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:07:49 || Estimated Time: 1 day, 9:32:51
2023-08-06 00:18:22,312 semantic_segmentation INFO: Iters: 77790/150000 || Lr: 0.010358 || Task Loss: 0.4239 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:08:06 || Estimated Time: 1 day, 9:32:34
2023-08-06 00:18:39,114 semantic_segmentation INFO: Iters: 77800/150000 || Lr: 0.010357 || Task Loss: 0.2032 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:08:23 || Estimated Time: 1 day, 9:32:18
2023-08-06 00:18:55,954 semantic_segmentation INFO: Iters: 77810/150000 || Lr: 0.010356 || Task Loss: 0.2151 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:08:40 || Estimated Time: 1 day, 9:32:01
2023-08-06 00:19:12,803 semantic_segmentation INFO: Iters: 77820/150000 || Lr: 0.010354 || Task Loss: 0.1474 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:08:57 || Estimated Time: 1 day, 9:31:45
2023-08-06 00:19:29,625 semantic_segmentation INFO: Iters: 77830/150000 || Lr: 0.010353 || Task Loss: 0.2319 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:09:14 || Estimated Time: 1 day, 9:31:28
2023-08-06 00:19:46,391 semantic_segmentation INFO: Iters: 77840/150000 || Lr: 0.010352 || Task Loss: 0.1539 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:09:30 || Estimated Time: 1 day, 9:31:11
2023-08-06 00:20:03,185 semantic_segmentation INFO: Iters: 77850/150000 || Lr: 0.010351 || Task Loss: 0.2024 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:09:47 || Estimated Time: 1 day, 9:30:55
2023-08-06 00:20:20,077 semantic_segmentation INFO: Iters: 77860/150000 || Lr: 0.010349 || Task Loss: 0.2226 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:10:04 || Estimated Time: 1 day, 9:30:38
2023-08-06 00:20:36,866 semantic_segmentation INFO: Iters: 77870/150000 || Lr: 0.010348 || Task Loss: 0.2089 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:10:21 || Estimated Time: 1 day, 9:30:21
2023-08-06 00:20:53,658 semantic_segmentation INFO: Iters: 77880/150000 || Lr: 0.010347 || Task Loss: 0.1969 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:10:38 || Estimated Time: 1 day, 9:30:05
2023-08-06 00:21:10,440 semantic_segmentation INFO: Iters: 77890/150000 || Lr: 0.010345 || Task Loss: 0.3509 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:10:54 || Estimated Time: 1 day, 9:29:48
2023-08-06 00:21:27,153 semantic_segmentation INFO: Iters: 77900/150000 || Lr: 0.010344 || Task Loss: 0.1737 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:11:11 || Estimated Time: 1 day, 9:29:31
2023-08-06 00:21:43,927 semantic_segmentation INFO: Iters: 77910/150000 || Lr: 0.010343 || Task Loss: 0.1988 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:29:15
2023-08-06 00:22:00,682 semantic_segmentation INFO: Iters: 77920/150000 || Lr: 0.010342 || Task Loss: 0.2847 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:11:45 || Estimated Time: 1 day, 9:28:58
2023-08-06 00:22:17,431 semantic_segmentation INFO: Iters: 77930/150000 || Lr: 0.010340 || Task Loss: 0.2038 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:28:41
2023-08-06 00:22:34,268 semantic_segmentation INFO: Iters: 77940/150000 || Lr: 0.010339 || Task Loss: 0.2052 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:12:18 || Estimated Time: 1 day, 9:28:25
2023-08-06 00:22:50,999 semantic_segmentation INFO: Iters: 77950/150000 || Lr: 0.010338 || Task Loss: 0.2015 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:12:35 || Estimated Time: 1 day, 9:28:08
2023-08-06 00:23:07,772 semantic_segmentation INFO: Iters: 77960/150000 || Lr: 0.010336 || Task Loss: 0.1883 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:12:52 || Estimated Time: 1 day, 9:27:51
2023-08-06 00:23:24,503 semantic_segmentation INFO: Iters: 77970/150000 || Lr: 0.010335 || Task Loss: 0.1449 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:13:09 || Estimated Time: 1 day, 9:27:35
2023-08-06 00:23:41,241 semantic_segmentation INFO: Iters: 77980/150000 || Lr: 0.010334 || Task Loss: 0.1641 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:13:25 || Estimated Time: 1 day, 9:27:18
2023-08-06 00:23:58,038 semantic_segmentation INFO: Iters: 77990/150000 || Lr: 0.010333 || Task Loss: 0.1807 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:13:42 || Estimated Time: 1 day, 9:27:01
2023-08-06 00:24:14,777 semantic_segmentation INFO: Iters: 78000/150000 || Lr: 0.010331 || Task Loss: 0.2754 || KD Loss: 0.0891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:13:59 || Estimated Time: 1 day, 9:26:44
2023-08-06 00:24:31,557 semantic_segmentation INFO: Iters: 78010/150000 || Lr: 0.010330 || Task Loss: 0.2498 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:14:16 || Estimated Time: 1 day, 9:26:28
2023-08-06 00:24:48,286 semantic_segmentation INFO: Iters: 78020/150000 || Lr: 0.010329 || Task Loss: 0.1872 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:14:32 || Estimated Time: 1 day, 9:26:11
2023-08-06 00:25:05,052 semantic_segmentation INFO: Iters: 78030/150000 || Lr: 0.010327 || Task Loss: 0.1265 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:14:49 || Estimated Time: 1 day, 9:25:54
2023-08-06 00:25:21,809 semantic_segmentation INFO: Iters: 78040/150000 || Lr: 0.010326 || Task Loss: 0.1582 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:15:06 || Estimated Time: 1 day, 9:25:38
2023-08-06 00:25:38,584 semantic_segmentation INFO: Iters: 78050/150000 || Lr: 0.010325 || Task Loss: 0.2478 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:15:23 || Estimated Time: 1 day, 9:25:21
2023-08-06 00:25:55,340 semantic_segmentation INFO: Iters: 78060/150000 || Lr: 0.010323 || Task Loss: 0.1785 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:15:39 || Estimated Time: 1 day, 9:25:04
2023-08-06 00:26:12,099 semantic_segmentation INFO: Iters: 78070/150000 || Lr: 0.010322 || Task Loss: 0.3153 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:15:56 || Estimated Time: 1 day, 9:24:48
2023-08-06 00:26:28,826 semantic_segmentation INFO: Iters: 78080/150000 || Lr: 0.010321 || Task Loss: 0.1505 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:16:13 || Estimated Time: 1 day, 9:24:31
2023-08-06 00:26:45,574 semantic_segmentation INFO: Iters: 78090/150000 || Lr: 0.010320 || Task Loss: 0.2538 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:16:30 || Estimated Time: 1 day, 9:24:14
2023-08-06 00:27:02,352 semantic_segmentation INFO: Iters: 78100/150000 || Lr: 0.010318 || Task Loss: 0.2416 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:16:46 || Estimated Time: 1 day, 9:23:58
2023-08-06 00:27:19,106 semantic_segmentation INFO: Iters: 78110/150000 || Lr: 0.010317 || Task Loss: 0.1932 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:17:03 || Estimated Time: 1 day, 9:23:41
2023-08-06 00:27:35,887 semantic_segmentation INFO: Iters: 78120/150000 || Lr: 0.010316 || Task Loss: 0.1690 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:17:20 || Estimated Time: 1 day, 9:23:24
2023-08-06 00:27:52,740 semantic_segmentation INFO: Iters: 78130/150000 || Lr: 0.010314 || Task Loss: 0.3133 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:17:37 || Estimated Time: 1 day, 9:23:08
2023-08-06 00:28:09,590 semantic_segmentation INFO: Iters: 78140/150000 || Lr: 0.010313 || Task Loss: 0.1830 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:17:54 || Estimated Time: 1 day, 9:22:51
2023-08-06 00:28:26,473 semantic_segmentation INFO: Iters: 78150/150000 || Lr: 0.010312 || Task Loss: 0.2133 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:18:11 || Estimated Time: 1 day, 9:22:34
2023-08-06 00:28:43,491 semantic_segmentation INFO: Iters: 78160/150000 || Lr: 0.010311 || Task Loss: 0.2463 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:22:18
2023-08-06 00:29:00,533 semantic_segmentation INFO: Iters: 78170/150000 || Lr: 0.010309 || Task Loss: 0.2880 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:18:45 || Estimated Time: 1 day, 9:22:02
2023-08-06 00:29:17,471 semantic_segmentation INFO: Iters: 78180/150000 || Lr: 0.010308 || Task Loss: 0.1951 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:19:02 || Estimated Time: 1 day, 9:21:45
2023-08-06 00:29:34,334 semantic_segmentation INFO: Iters: 78190/150000 || Lr: 0.010307 || Task Loss: 0.2863 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:19:18 || Estimated Time: 1 day, 9:21:28
2023-08-06 00:29:51,182 semantic_segmentation INFO: Iters: 78200/150000 || Lr: 0.010305 || Task Loss: 0.2809 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:19:35 || Estimated Time: 1 day, 9:21:12
2023-08-06 00:30:08,037 semantic_segmentation INFO: Iters: 78210/150000 || Lr: 0.010304 || Task Loss: 0.3228 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:19:52 || Estimated Time: 1 day, 9:20:55
2023-08-06 00:30:24,901 semantic_segmentation INFO: Iters: 78220/150000 || Lr: 0.010303 || Task Loss: 0.2172 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:20:09 || Estimated Time: 1 day, 9:20:39
2023-08-06 00:30:41,703 semantic_segmentation INFO: Iters: 78230/150000 || Lr: 0.010302 || Task Loss: 0.1736 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:20:26 || Estimated Time: 1 day, 9:20:22
2023-08-06 00:30:58,493 semantic_segmentation INFO: Iters: 78240/150000 || Lr: 0.010300 || Task Loss: 0.3543 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:20:43 || Estimated Time: 1 day, 9:20:05
2023-08-06 00:31:15,287 semantic_segmentation INFO: Iters: 78250/150000 || Lr: 0.010299 || Task Loss: 0.2818 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:20:59 || Estimated Time: 1 day, 9:19:49
2023-08-06 00:31:32,037 semantic_segmentation INFO: Iters: 78260/150000 || Lr: 0.010298 || Task Loss: 0.3200 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:21:16 || Estimated Time: 1 day, 9:19:32
2023-08-06 00:31:48,825 semantic_segmentation INFO: Iters: 78270/150000 || Lr: 0.010296 || Task Loss: 0.1596 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:21:33 || Estimated Time: 1 day, 9:19:15
2023-08-06 00:32:05,607 semantic_segmentation INFO: Iters: 78280/150000 || Lr: 0.010295 || Task Loss: 0.2584 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:21:50 || Estimated Time: 1 day, 9:18:59
2023-08-06 00:32:22,404 semantic_segmentation INFO: Iters: 78290/150000 || Lr: 0.010294 || Task Loss: 0.3799 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:22:06 || Estimated Time: 1 day, 9:18:42
2023-08-06 00:32:39,112 semantic_segmentation INFO: Iters: 78300/150000 || Lr: 0.010292 || Task Loss: 0.2648 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:22:23 || Estimated Time: 1 day, 9:18:25
2023-08-06 00:32:55,902 semantic_segmentation INFO: Iters: 78310/150000 || Lr: 0.010291 || Task Loss: 0.2587 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:22:40 || Estimated Time: 1 day, 9:18:09
2023-08-06 00:33:12,650 semantic_segmentation INFO: Iters: 78320/150000 || Lr: 0.010290 || Task Loss: 0.2868 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:22:57 || Estimated Time: 1 day, 9:17:52
2023-08-06 00:33:29,502 semantic_segmentation INFO: Iters: 78330/150000 || Lr: 0.010289 || Task Loss: 0.2165 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:23:14 || Estimated Time: 1 day, 9:17:35
2023-08-06 00:33:46,281 semantic_segmentation INFO: Iters: 78340/150000 || Lr: 0.010287 || Task Loss: 0.1883 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:23:30 || Estimated Time: 1 day, 9:17:19
2023-08-06 00:34:03,097 semantic_segmentation INFO: Iters: 78350/150000 || Lr: 0.010286 || Task Loss: 0.2024 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:23:47 || Estimated Time: 1 day, 9:17:02
2023-08-06 00:34:19,901 semantic_segmentation INFO: Iters: 78360/150000 || Lr: 0.010285 || Task Loss: 0.2023 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:24:04 || Estimated Time: 1 day, 9:16:45
2023-08-06 00:34:36,683 semantic_segmentation INFO: Iters: 78370/150000 || Lr: 0.010283 || Task Loss: 0.2733 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:24:21 || Estimated Time: 1 day, 9:16:29
2023-08-06 00:34:53,488 semantic_segmentation INFO: Iters: 78380/150000 || Lr: 0.010282 || Task Loss: 0.1260 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:24:38 || Estimated Time: 1 day, 9:16:12
2023-08-06 00:35:10,242 semantic_segmentation INFO: Iters: 78390/150000 || Lr: 0.010281 || Task Loss: 0.2738 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:24:54 || Estimated Time: 1 day, 9:15:55
2023-08-06 00:35:26,998 semantic_segmentation INFO: Iters: 78400/150000 || Lr: 0.010280 || Task Loss: 0.2089 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:25:11 || Estimated Time: 1 day, 9:15:39
2023-08-06 00:35:27,742 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 00:35:28,565 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.396
2023-08-06 00:35:28,688 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.491
2023-08-06 00:35:28,806 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.509
2023-08-06 00:35:28,926 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.534
2023-08-06 00:35:29,051 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.527
2023-08-06 00:35:29,168 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.531
2023-08-06 00:35:29,293 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.573
2023-08-06 00:35:29,422 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.614
2023-08-06 00:35:29,544 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.659
2023-08-06 00:35:29,665 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.706
2023-08-06 00:35:29,785 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.710
2023-08-06 00:35:29,905 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.738
2023-08-06 00:35:30,027 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.727
2023-08-06 00:35:30,149 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.716
2023-08-06 00:35:30,272 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.721
2023-08-06 00:35:30,393 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.712
2023-08-06 00:35:30,514 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.713
2023-08-06 00:35:30,639 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.715
2023-08-06 00:35:30,759 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 00:35:30,882 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 00:35:31,002 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 00:35:31,127 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 00:35:31,259 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 00:35:31,378 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 00:35:31,497 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.733
2023-08-06 00:35:31,615 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 00:35:31,732 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-06 00:35:31,848 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-06 00:35:31,969 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 00:35:32,091 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 00:35:32,210 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.726
2023-08-06 00:35:32,330 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-06 00:35:32,448 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.726
2023-08-06 00:35:32,573 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 00:35:32,705 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-06 00:35:32,824 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 00:35:32,945 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 00:35:33,066 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 00:35:33,187 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-06 00:35:33,310 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 00:35:33,431 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-06 00:35:33,553 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-06 00:35:33,673 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 00:35:33,795 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-06 00:35:33,921 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-06 00:35:34,045 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 00:35:34,171 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 00:35:34,296 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-06 00:35:34,417 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 00:35:34,540 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 00:35:34,662 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 00:35:34,782 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 00:35:34,901 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-06 00:35:35,029 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 00:35:35,161 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 00:35:35,281 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 00:35:35,404 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-06 00:35:35,526 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.728
2023-08-06 00:35:35,648 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.731
2023-08-06 00:35:35,769 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 00:35:35,895 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.731
2023-08-06 00:35:36,017 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-06 00:35:36,138 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-06 00:35:36,263 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-06 00:35:36,390 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.735
2023-08-06 00:35:36,514 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 00:35:36,639 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 00:35:36,762 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-06 00:35:36,884 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-06 00:35:37,006 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.729
2023-08-06 00:35:37,125 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.729
2023-08-06 00:35:37,242 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.721
2023-08-06 00:35:37,360 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.714
2023-08-06 00:35:37,487 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.714
2023-08-06 00:35:37,621 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.715
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2023-08-06 00:36:25,581 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 00:36:25,698 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 00:36:25,822 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 00:36:25,951 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 00:36:26,074 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 00:36:26,196 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 00:36:26,316 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 00:36:26,438 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 00:36:26,562 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 00:36:26,681 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 00:36:26,803 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 00:36:26,922 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 00:36:27,049 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:36:27,183 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:36:27,303 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:27,426 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:27,548 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 00:36:27,670 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:27,790 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:27,912 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:28,032 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:28,150 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:28,274 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:28,401 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:28,526 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:28,650 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:28,773 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 00:36:28,894 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 00:36:29,015 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 00:36:29,137 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 00:36:29,256 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 00:36:29,374 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 00:36:29,501 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 00:36:29,633 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 00:36:29,752 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 00:36:46,588 semantic_segmentation INFO: Iters: 78410/150000 || Lr: 0.010278 || Task Loss: 0.1154 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:26:31 || Estimated Time: 1 day, 9:16:19
2023-08-06 00:37:03,397 semantic_segmentation INFO: Iters: 78420/150000 || Lr: 0.010277 || Task Loss: 0.2840 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:26:47 || Estimated Time: 1 day, 9:16:03
2023-08-06 00:37:20,178 semantic_segmentation INFO: Iters: 78430/150000 || Lr: 0.010276 || Task Loss: 0.2044 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:27:04 || Estimated Time: 1 day, 9:15:46
2023-08-06 00:37:36,976 semantic_segmentation INFO: Iters: 78440/150000 || Lr: 0.010274 || Task Loss: 0.3243 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:27:21 || Estimated Time: 1 day, 9:15:29
2023-08-06 00:37:53,671 semantic_segmentation INFO: Iters: 78450/150000 || Lr: 0.010273 || Task Loss: 0.1718 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:27:38 || Estimated Time: 1 day, 9:15:12
2023-08-06 00:38:10,428 semantic_segmentation INFO: Iters: 78460/150000 || Lr: 0.010272 || Task Loss: 0.3988 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:27:54 || Estimated Time: 1 day, 9:14:56
2023-08-06 00:38:27,158 semantic_segmentation INFO: Iters: 78470/150000 || Lr: 0.010271 || Task Loss: 0.1969 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:28:11 || Estimated Time: 1 day, 9:14:39
2023-08-06 00:38:43,960 semantic_segmentation INFO: Iters: 78480/150000 || Lr: 0.010269 || Task Loss: 0.3048 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:28:28 || Estimated Time: 1 day, 9:14:22
2023-08-06 00:39:00,699 semantic_segmentation INFO: Iters: 78490/150000 || Lr: 0.010268 || Task Loss: 0.2666 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:28:45 || Estimated Time: 1 day, 9:14:06
2023-08-06 00:39:17,536 semantic_segmentation INFO: Iters: 78500/150000 || Lr: 0.010267 || Task Loss: 0.3425 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:29:02 || Estimated Time: 1 day, 9:13:49
2023-08-06 00:39:34,275 semantic_segmentation INFO: Iters: 78510/150000 || Lr: 0.010265 || Task Loss: 0.4449 || KD Loss: 0.1508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:29:18 || Estimated Time: 1 day, 9:13:32
2023-08-06 00:39:51,067 semantic_segmentation INFO: Iters: 78520/150000 || Lr: 0.010264 || Task Loss: 0.2682 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:29:35 || Estimated Time: 1 day, 9:13:16
2023-08-06 00:40:07,828 semantic_segmentation INFO: Iters: 78530/150000 || Lr: 0.010263 || Task Loss: 0.1754 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:12:59
2023-08-06 00:40:24,571 semantic_segmentation INFO: Iters: 78540/150000 || Lr: 0.010261 || Task Loss: 0.1412 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:30:09 || Estimated Time: 1 day, 9:12:42
2023-08-06 00:40:41,368 semantic_segmentation INFO: Iters: 78550/150000 || Lr: 0.010260 || Task Loss: 0.4506 || KD Loss: 0.1914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:30:25 || Estimated Time: 1 day, 9:12:26
2023-08-06 00:40:58,190 semantic_segmentation INFO: Iters: 78560/150000 || Lr: 0.010259 || Task Loss: 0.2405 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:30:42 || Estimated Time: 1 day, 9:12:09
2023-08-06 00:41:15,023 semantic_segmentation INFO: Iters: 78570/150000 || Lr: 0.010258 || Task Loss: 0.2442 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:30:59 || Estimated Time: 1 day, 9:11:52
2023-08-06 00:41:31,830 semantic_segmentation INFO: Iters: 78580/150000 || Lr: 0.010256 || Task Loss: 0.1596 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:31:16 || Estimated Time: 1 day, 9:11:36
2023-08-06 00:41:48,692 semantic_segmentation INFO: Iters: 78590/150000 || Lr: 0.010255 || Task Loss: 0.2507 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:31:33 || Estimated Time: 1 day, 9:11:19
2023-08-06 00:42:05,526 semantic_segmentation INFO: Iters: 78600/150000 || Lr: 0.010254 || Task Loss: 0.1757 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:31:50 || Estimated Time: 1 day, 9:11:02
2023-08-06 00:42:22,392 semantic_segmentation INFO: Iters: 78610/150000 || Lr: 0.010252 || Task Loss: 0.2487 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:32:06 || Estimated Time: 1 day, 9:10:46
2023-08-06 00:42:39,262 semantic_segmentation INFO: Iters: 78620/150000 || Lr: 0.010251 || Task Loss: 0.2882 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:32:23 || Estimated Time: 1 day, 9:10:29
2023-08-06 00:42:56,121 semantic_segmentation INFO: Iters: 78630/150000 || Lr: 0.010250 || Task Loss: 0.2509 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:32:40 || Estimated Time: 1 day, 9:10:12
2023-08-06 00:43:12,978 semantic_segmentation INFO: Iters: 78640/150000 || Lr: 0.010249 || Task Loss: 0.2027 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:32:57 || Estimated Time: 1 day, 9:09:56
2023-08-06 00:43:29,844 semantic_segmentation INFO: Iters: 78650/150000 || Lr: 0.010247 || Task Loss: 0.2442 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:33:14 || Estimated Time: 1 day, 9:09:39
2023-08-06 00:43:46,648 semantic_segmentation INFO: Iters: 78660/150000 || Lr: 0.010246 || Task Loss: 0.2332 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:33:31 || Estimated Time: 1 day, 9:09:23
2023-08-06 00:44:03,456 semantic_segmentation INFO: Iters: 78670/150000 || Lr: 0.010245 || Task Loss: 0.2350 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:33:47 || Estimated Time: 1 day, 9:09:06
2023-08-06 00:44:20,234 semantic_segmentation INFO: Iters: 78680/150000 || Lr: 0.010243 || Task Loss: 0.2252 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:34:04 || Estimated Time: 1 day, 9:08:49
2023-08-06 00:44:37,039 semantic_segmentation INFO: Iters: 78690/150000 || Lr: 0.010242 || Task Loss: 0.1679 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:34:21 || Estimated Time: 1 day, 9:08:33
2023-08-06 00:44:53,880 semantic_segmentation INFO: Iters: 78700/150000 || Lr: 0.010241 || Task Loss: 0.1470 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:34:38 || Estimated Time: 1 day, 9:08:16
2023-08-06 00:45:10,667 semantic_segmentation INFO: Iters: 78710/150000 || Lr: 0.010240 || Task Loss: 0.1802 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:34:55 || Estimated Time: 1 day, 9:07:59
2023-08-06 00:45:27,412 semantic_segmentation INFO: Iters: 78720/150000 || Lr: 0.010238 || Task Loss: 0.3096 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:35:11 || Estimated Time: 1 day, 9:07:43
2023-08-06 00:45:44,206 semantic_segmentation INFO: Iters: 78730/150000 || Lr: 0.010237 || Task Loss: 0.2035 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:35:28 || Estimated Time: 1 day, 9:07:26
2023-08-06 00:46:00,997 semantic_segmentation INFO: Iters: 78740/150000 || Lr: 0.010236 || Task Loss: 0.2742 || KD Loss: 0.1285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:35:45 || Estimated Time: 1 day, 9:07:09
2023-08-06 00:46:17,788 semantic_segmentation INFO: Iters: 78750/150000 || Lr: 0.010234 || Task Loss: 0.2117 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:06:53
2023-08-06 00:46:34,632 semantic_segmentation INFO: Iters: 78760/150000 || Lr: 0.010233 || Task Loss: 0.2349 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:36:19 || Estimated Time: 1 day, 9:06:36
2023-08-06 00:46:51,434 semantic_segmentation INFO: Iters: 78770/150000 || Lr: 0.010232 || Task Loss: 0.3740 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:36:35 || Estimated Time: 1 day, 9:06:19
2023-08-06 00:47:08,223 semantic_segmentation INFO: Iters: 78780/150000 || Lr: 0.010230 || Task Loss: 0.2247 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:36:52 || Estimated Time: 1 day, 9:06:03
2023-08-06 00:47:25,016 semantic_segmentation INFO: Iters: 78790/150000 || Lr: 0.010229 || Task Loss: 0.2723 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:37:09 || Estimated Time: 1 day, 9:05:46
2023-08-06 00:47:41,806 semantic_segmentation INFO: Iters: 78800/150000 || Lr: 0.010228 || Task Loss: 0.1832 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:37:26 || Estimated Time: 1 day, 9:05:29
2023-08-06 00:47:58,567 semantic_segmentation INFO: Iters: 78810/150000 || Lr: 0.010227 || Task Loss: 0.2563 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:37:43 || Estimated Time: 1 day, 9:05:13
2023-08-06 00:48:15,355 semantic_segmentation INFO: Iters: 78820/150000 || Lr: 0.010225 || Task Loss: 0.2372 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:37:59 || Estimated Time: 1 day, 9:04:56
2023-08-06 00:48:32,157 semantic_segmentation INFO: Iters: 78830/150000 || Lr: 0.010224 || Task Loss: 0.1445 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:38:16 || Estimated Time: 1 day, 9:04:39
2023-08-06 00:48:48,917 semantic_segmentation INFO: Iters: 78840/150000 || Lr: 0.010223 || Task Loss: 0.2766 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:38:33 || Estimated Time: 1 day, 9:04:22
2023-08-06 00:49:05,675 semantic_segmentation INFO: Iters: 78850/150000 || Lr: 0.010221 || Task Loss: 0.1501 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:38:50 || Estimated Time: 1 day, 9:04:06
2023-08-06 00:49:22,447 semantic_segmentation INFO: Iters: 78860/150000 || Lr: 0.010220 || Task Loss: 0.2769 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:39:06 || Estimated Time: 1 day, 9:03:49
2023-08-06 00:49:39,173 semantic_segmentation INFO: Iters: 78870/150000 || Lr: 0.010219 || Task Loss: 0.3501 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:39:23 || Estimated Time: 1 day, 9:03:32
2023-08-06 00:49:55,974 semantic_segmentation INFO: Iters: 78880/150000 || Lr: 0.010218 || Task Loss: 0.2177 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:39:40 || Estimated Time: 1 day, 9:03:16
2023-08-06 00:50:12,751 semantic_segmentation INFO: Iters: 78890/150000 || Lr: 0.010216 || Task Loss: 0.1911 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:39:57 || Estimated Time: 1 day, 9:02:59
2023-08-06 00:50:29,507 semantic_segmentation INFO: Iters: 78900/150000 || Lr: 0.010215 || Task Loss: 0.1786 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:40:14 || Estimated Time: 1 day, 9:02:42
2023-08-06 00:50:46,275 semantic_segmentation INFO: Iters: 78910/150000 || Lr: 0.010214 || Task Loss: 0.1303 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:40:30 || Estimated Time: 1 day, 9:02:26
2023-08-06 00:51:03,025 semantic_segmentation INFO: Iters: 78920/150000 || Lr: 0.010212 || Task Loss: 0.2183 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:40:47 || Estimated Time: 1 day, 9:02:09
2023-08-06 00:51:19,780 semantic_segmentation INFO: Iters: 78930/150000 || Lr: 0.010211 || Task Loss: 0.3719 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:41:04 || Estimated Time: 1 day, 9:01:52
2023-08-06 00:51:36,546 semantic_segmentation INFO: Iters: 78940/150000 || Lr: 0.010210 || Task Loss: 0.3272 || KD Loss: 0.1152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:41:21 || Estimated Time: 1 day, 9:01:35
2023-08-06 00:51:53,260 semantic_segmentation INFO: Iters: 78950/150000 || Lr: 0.010208 || Task Loss: 0.2595 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:41:37 || Estimated Time: 1 day, 9:01:19
2023-08-06 00:52:09,996 semantic_segmentation INFO: Iters: 78960/150000 || Lr: 0.010207 || Task Loss: 0.1785 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:41:54 || Estimated Time: 1 day, 9:01:02
2023-08-06 00:52:26,709 semantic_segmentation INFO: Iters: 78970/150000 || Lr: 0.010206 || Task Loss: 0.2925 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:42:11 || Estimated Time: 1 day, 9:00:45
2023-08-06 00:52:43,453 semantic_segmentation INFO: Iters: 78980/150000 || Lr: 0.010205 || Task Loss: 0.1987 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:42:27 || Estimated Time: 1 day, 9:00:28
2023-08-06 00:53:00,213 semantic_segmentation INFO: Iters: 78990/150000 || Lr: 0.010203 || Task Loss: 0.2308 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 9:00:12
2023-08-06 00:53:17,012 semantic_segmentation INFO: Iters: 79000/150000 || Lr: 0.010202 || Task Loss: 0.1793 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:59:55
2023-08-06 00:53:33,950 semantic_segmentation INFO: Iters: 79010/150000 || Lr: 0.010201 || Task Loss: 0.3883 || KD Loss: 0.1749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:43:18 || Estimated Time: 1 day, 8:59:39
2023-08-06 00:53:50,877 semantic_segmentation INFO: Iters: 79020/150000 || Lr: 0.010199 || Task Loss: 0.3588 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:43:35 || Estimated Time: 1 day, 8:59:22
2023-08-06 00:54:07,722 semantic_segmentation INFO: Iters: 79030/150000 || Lr: 0.010198 || Task Loss: 0.1959 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:43:52 || Estimated Time: 1 day, 8:59:05
2023-08-06 00:54:24,483 semantic_segmentation INFO: Iters: 79040/150000 || Lr: 0.010197 || Task Loss: 0.3787 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:44:09 || Estimated Time: 1 day, 8:58:49
2023-08-06 00:54:41,243 semantic_segmentation INFO: Iters: 79050/150000 || Lr: 0.010196 || Task Loss: 0.2647 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:44:25 || Estimated Time: 1 day, 8:58:32
2023-08-06 00:54:57,983 semantic_segmentation INFO: Iters: 79060/150000 || Lr: 0.010194 || Task Loss: 0.3657 || KD Loss: 0.1977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:44:42 || Estimated Time: 1 day, 8:58:15
2023-08-06 00:55:14,764 semantic_segmentation INFO: Iters: 79070/150000 || Lr: 0.010193 || Task Loss: 0.1671 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:44:59 || Estimated Time: 1 day, 8:57:59
2023-08-06 00:55:31,582 semantic_segmentation INFO: Iters: 79080/150000 || Lr: 0.010192 || Task Loss: 0.2148 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:45:16 || Estimated Time: 1 day, 8:57:42
2023-08-06 00:55:48,442 semantic_segmentation INFO: Iters: 79090/150000 || Lr: 0.010190 || Task Loss: 0.2537 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:45:32 || Estimated Time: 1 day, 8:57:25
2023-08-06 00:56:05,343 semantic_segmentation INFO: Iters: 79100/150000 || Lr: 0.010189 || Task Loss: 0.3091 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:45:49 || Estimated Time: 1 day, 8:57:09
2023-08-06 00:56:22,163 semantic_segmentation INFO: Iters: 79110/150000 || Lr: 0.010188 || Task Loss: 0.1237 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:46:06 || Estimated Time: 1 day, 8:56:52
2023-08-06 00:56:39,012 semantic_segmentation INFO: Iters: 79120/150000 || Lr: 0.010186 || Task Loss: 0.2805 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:46:23 || Estimated Time: 1 day, 8:56:35
2023-08-06 00:56:55,871 semantic_segmentation INFO: Iters: 79130/150000 || Lr: 0.010185 || Task Loss: 0.3233 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:46:40 || Estimated Time: 1 day, 8:56:19
2023-08-06 00:57:12,726 semantic_segmentation INFO: Iters: 79140/150000 || Lr: 0.010184 || Task Loss: 0.2158 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:46:57 || Estimated Time: 1 day, 8:56:02
2023-08-06 00:57:29,531 semantic_segmentation INFO: Iters: 79150/150000 || Lr: 0.010183 || Task Loss: 0.1887 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:47:14 || Estimated Time: 1 day, 8:55:45
2023-08-06 00:57:46,373 semantic_segmentation INFO: Iters: 79160/150000 || Lr: 0.010181 || Task Loss: 0.2246 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:47:30 || Estimated Time: 1 day, 8:55:29
2023-08-06 00:58:03,168 semantic_segmentation INFO: Iters: 79170/150000 || Lr: 0.010180 || Task Loss: 0.2594 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:47:47 || Estimated Time: 1 day, 8:55:12
2023-08-06 00:58:19,978 semantic_segmentation INFO: Iters: 79180/150000 || Lr: 0.010179 || Task Loss: 0.2028 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:48:04 || Estimated Time: 1 day, 8:54:56
2023-08-06 00:58:36,796 semantic_segmentation INFO: Iters: 79190/150000 || Lr: 0.010177 || Task Loss: 0.2693 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:48:21 || Estimated Time: 1 day, 8:54:39
2023-08-06 00:58:53,608 semantic_segmentation INFO: Iters: 79200/150000 || Lr: 0.010176 || Task Loss: 0.2496 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:48:38 || Estimated Time: 1 day, 8:54:22
2023-08-06 00:58:53,685 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 00:58:54,560 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.419
2023-08-06 00:58:54,682 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.509
2023-08-06 00:58:54,804 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.529
2023-08-06 00:58:54,925 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.551
2023-08-06 00:58:55,046 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.543
2023-08-06 00:58:55,167 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.542
2023-08-06 00:58:55,288 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.580
2023-08-06 00:58:55,408 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.613
2023-08-06 00:58:55,527 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.663
2023-08-06 00:58:55,654 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.711
2023-08-06 00:58:55,782 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.717
2023-08-06 00:58:55,906 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.744
2023-08-06 00:58:56,032 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.745
2023-08-06 00:58:56,153 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.735
2023-08-06 00:58:56,275 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.736
2023-08-06 00:58:56,396 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.725
2023-08-06 00:58:56,518 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.727
2023-08-06 00:58:56,637 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.728
2023-08-06 00:58:56,758 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.731
2023-08-06 00:58:56,887 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 00:58:57,017 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.735
2023-08-06 00:58:57,143 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.705
2023-08-06 00:58:57,270 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.702
2023-08-06 00:58:57,400 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 00:58:57,521 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 00:58:57,640 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 00:58:57,760 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-06 00:58:57,880 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-06 00:58:58,000 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-06 00:58:58,126 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 00:58:58,253 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 00:58:58,378 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.707
2023-08-06 00:58:58,503 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-06 00:58:58,627 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-06 00:58:58,749 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-06 00:58:58,872 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-06 00:58:58,992 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-06 00:58:59,119 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-06 00:58:59,251 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-06 00:58:59,369 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.693
2023-08-06 00:58:59,488 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 00:58:59,608 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 00:58:59,727 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 00:58:59,844 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 00:58:59,967 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.695
2023-08-06 00:59:00,091 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 00:59:00,215 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.696
2023-08-06 00:59:00,336 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.696
2023-08-06 00:59:00,455 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.699
2023-08-06 00:59:00,577 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 00:59:00,698 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.702
2023-08-06 00:59:00,818 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 00:59:00,937 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 00:59:01,055 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 00:59:01,183 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 00:59:01,314 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.714
2023-08-06 00:59:01,435 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.714
2023-08-06 00:59:01,556 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 00:59:01,674 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 00:59:01,795 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 00:59:01,920 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-06 00:59:02,044 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.727
2023-08-06 00:59:02,166 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.726
2023-08-06 00:59:02,286 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 00:59:02,409 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 00:59:02,539 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 00:59:02,661 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 00:59:02,784 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 00:59:02,902 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 00:59:03,026 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 00:59:03,151 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 00:59:03,274 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.725
2023-08-06 00:59:03,396 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 00:59:03,515 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 00:59:03,635 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 00:59:03,758 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 00:59:03,883 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 00:59:04,007 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 00:59:04,128 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 00:59:04,248 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 00:59:04,370 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-06 00:59:04,493 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-06 00:59:04,615 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-06 00:59:04,732 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 00:59:04,856 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 00:59:04,988 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 00:59:05,108 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 00:59:05,228 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 00:59:05,346 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 00:59:05,473 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 00:59:05,607 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-06 00:59:05,727 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 00:59:05,847 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 00:59:05,964 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 00:59:06,088 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 00:59:06,214 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 00:59:06,339 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 00:59:06,464 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 00:59:06,587 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-06 00:59:06,710 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-06 00:59:06,832 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 00:59:06,954 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 00:59:07,076 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 00:59:07,196 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 00:59:07,325 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 00:59:07,458 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 00:59:07,582 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 00:59:07,704 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 00:59:07,825 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 00:59:07,946 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 00:59:08,070 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 00:59:08,193 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.716
2023-08-06 00:59:08,314 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 00:59:08,431 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 00:59:08,557 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 00:59:08,687 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 00:59:08,811 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 00:59:08,938 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 00:59:09,061 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 00:59:09,183 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 00:59:09,306 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 00:59:09,430 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 00:59:09,557 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 00:59:09,683 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 00:59:09,804 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 00:59:09,926 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:59:10,047 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-06 00:59:10,169 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-06 00:59:10,288 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-06 00:59:10,414 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 00:59:10,540 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 00:59:10,664 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 00:59:10,789 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 00:59:10,912 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 00:59:11,034 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:11,156 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:11,278 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:11,403 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 00:59:11,531 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 00:59:11,651 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 00:59:11,771 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 00:59:11,894 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 00:59:12,019 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:12,151 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:12,269 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 00:59:12,388 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:12,507 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:12,626 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:12,744 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:59:12,866 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 00:59:12,989 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:13,109 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 00:59:13,227 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:13,344 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:13,472 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:13,602 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:13,725 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:13,851 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:13,974 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:14,092 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 00:59:14,210 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 00:59:14,328 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 00:59:14,447 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-06 00:59:14,563 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-06 00:59:14,685 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-06 00:59:14,810 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-06 00:59:14,935 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 00:59:15,059 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 00:59:15,182 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 00:59:15,303 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 00:59:15,425 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 00:59:15,548 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 00:59:15,670 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 00:59:15,786 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 00:59:15,910 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.945, mIoU: 0.721
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2023-08-06 00:59:39,708 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 00:59:39,835 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 00:59:39,959 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:40,086 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:40,215 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:40,340 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:40,467 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:40,591 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:40,713 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:40,835 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 00:59:40,958 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:41,080 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:41,199 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:41,325 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:41,456 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:41,581 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:41,709 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 00:59:41,837 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 00:59:41,960 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 00:59:42,083 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 00:59:42,203 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 00:59:42,325 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 00:59:42,443 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-06 00:59:42,570 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-06 00:59:42,698 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-06 00:59:42,821 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:42,945 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:43,070 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:43,195 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:43,319 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:43,442 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:43,565 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:43,691 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 00:59:43,815 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 00:59:43,936 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 00:59:44,054 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 00:59:44,182 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:44,315 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:44,437 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:44,558 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:44,677 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:44,800 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:44,928 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:45,052 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:45,176 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 00:59:45,295 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 00:59:45,419 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 00:59:45,543 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 00:59:45,665 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 00:59:45,786 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:45,905 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:46,032 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:46,162 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:46,286 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:46,410 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:46,529 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:46,650 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:46,772 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:46,893 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:47,012 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:47,130 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:47,257 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:47,391 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:47,513 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:47,637 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:47,759 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 00:59:47,879 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 00:59:47,998 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 00:59:48,117 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 00:59:48,236 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 00:59:48,353 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:48,472 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:48,591 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:48,717 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:48,846 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 00:59:48,970 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:49,092 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:49,216 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:49,341 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:49,466 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:49,585 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:49,711 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:49,842 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:49,964 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:50,086 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 00:59:50,205 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:50,329 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:50,454 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:50,580 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 00:59:50,704 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 00:59:50,824 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 00:59:50,942 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:51,068 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:51,195 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:51,316 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:51,435 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:51,560 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:51,690 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 00:59:51,815 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 00:59:51,938 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 00:59:52,060 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 00:59:52,188 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 00:59:52,308 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:52,428 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 00:59:52,547 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 00:59:52,666 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 00:59:52,787 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 00:59:52,916 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:53,041 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:53,168 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:53,287 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:53,408 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:53,530 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:53,651 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 00:59:53,770 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 00:59:53,890 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:54,018 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:54,151 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:54,273 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:54,398 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:54,522 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:54,642 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:54,761 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 00:59:54,884 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 00:59:55,005 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 00:59:55,121 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 00:59:55,248 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 00:59:55,380 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 00:59:55,502 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 00:59:55,626 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 00:59:55,749 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 00:59:55,867 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 01:00:12,743 semantic_segmentation INFO: Iters: 79210/150000 || Lr: 0.010175 || Task Loss: 0.2432 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:49:57 || Estimated Time: 1 day, 8:55:01
2023-08-06 01:00:29,536 semantic_segmentation INFO: Iters: 79220/150000 || Lr: 0.010174 || Task Loss: 0.2196 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:50:14 || Estimated Time: 1 day, 8:54:45
2023-08-06 01:00:46,258 semantic_segmentation INFO: Iters: 79230/150000 || Lr: 0.010172 || Task Loss: 0.2643 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:50:30 || Estimated Time: 1 day, 8:54:28
2023-08-06 01:01:03,040 semantic_segmentation INFO: Iters: 79240/150000 || Lr: 0.010171 || Task Loss: 0.2707 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:50:47 || Estimated Time: 1 day, 8:54:11
2023-08-06 01:01:19,780 semantic_segmentation INFO: Iters: 79250/150000 || Lr: 0.010170 || Task Loss: 0.2215 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:51:04 || Estimated Time: 1 day, 8:53:54
2023-08-06 01:01:36,614 semantic_segmentation INFO: Iters: 79260/150000 || Lr: 0.010168 || Task Loss: 0.1803 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:51:21 || Estimated Time: 1 day, 8:53:38
2023-08-06 01:01:53,394 semantic_segmentation INFO: Iters: 79270/150000 || Lr: 0.010167 || Task Loss: 0.2801 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:51:37 || Estimated Time: 1 day, 8:53:21
2023-08-06 01:02:10,185 semantic_segmentation INFO: Iters: 79280/150000 || Lr: 0.010166 || Task Loss: 0.2321 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:51:54 || Estimated Time: 1 day, 8:53:04
2023-08-06 01:02:26,989 semantic_segmentation INFO: Iters: 79290/150000 || Lr: 0.010165 || Task Loss: 0.3849 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:52:11 || Estimated Time: 1 day, 8:52:48
2023-08-06 01:02:43,821 semantic_segmentation INFO: Iters: 79300/150000 || Lr: 0.010163 || Task Loss: 0.4273 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:52:28 || Estimated Time: 1 day, 8:52:31
2023-08-06 01:03:00,606 semantic_segmentation INFO: Iters: 79310/150000 || Lr: 0.010162 || Task Loss: 0.2402 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:52:45 || Estimated Time: 1 day, 8:52:14
2023-08-06 01:03:17,333 semantic_segmentation INFO: Iters: 79320/150000 || Lr: 0.010161 || Task Loss: 0.2780 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:53:01 || Estimated Time: 1 day, 8:51:57
2023-08-06 01:03:34,104 semantic_segmentation INFO: Iters: 79330/150000 || Lr: 0.010159 || Task Loss: 0.2069 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:53:18 || Estimated Time: 1 day, 8:51:41
2023-08-06 01:03:50,903 semantic_segmentation INFO: Iters: 79340/150000 || Lr: 0.010158 || Task Loss: 0.2474 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:53:35 || Estimated Time: 1 day, 8:51:24
2023-08-06 01:04:07,628 semantic_segmentation INFO: Iters: 79350/150000 || Lr: 0.010157 || Task Loss: 0.3024 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:51:07
2023-08-06 01:04:24,383 semantic_segmentation INFO: Iters: 79360/150000 || Lr: 0.010155 || Task Loss: 0.2010 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:50:51
2023-08-06 01:04:41,168 semantic_segmentation INFO: Iters: 79370/150000 || Lr: 0.010154 || Task Loss: 0.3691 || KD Loss: 0.1383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:54:25 || Estimated Time: 1 day, 8:50:34
2023-08-06 01:04:57,816 semantic_segmentation INFO: Iters: 79380/150000 || Lr: 0.010153 || Task Loss: 0.4919 || KD Loss: 0.3240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:54:42 || Estimated Time: 1 day, 8:50:17
2023-08-06 01:05:14,649 semantic_segmentation INFO: Iters: 79390/150000 || Lr: 0.010152 || Task Loss: 0.3374 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:54:59 || Estimated Time: 1 day, 8:50:00
2023-08-06 01:05:31,381 semantic_segmentation INFO: Iters: 79400/150000 || Lr: 0.010150 || Task Loss: 0.3280 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:55:15 || Estimated Time: 1 day, 8:49:44
2023-08-06 01:05:48,129 semantic_segmentation INFO: Iters: 79410/150000 || Lr: 0.010149 || Task Loss: 0.1548 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:55:32 || Estimated Time: 1 day, 8:49:27
2023-08-06 01:06:04,847 semantic_segmentation INFO: Iters: 79420/150000 || Lr: 0.010148 || Task Loss: 0.6166 || KD Loss: 0.2914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:55:49 || Estimated Time: 1 day, 8:49:10
2023-08-06 01:06:21,574 semantic_segmentation INFO: Iters: 79430/150000 || Lr: 0.010146 || Task Loss: 0.5355 || KD Loss: 0.2252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:56:06 || Estimated Time: 1 day, 8:48:53
2023-08-06 01:06:38,365 semantic_segmentation INFO: Iters: 79440/150000 || Lr: 0.010145 || Task Loss: 0.2811 || KD Loss: 0.1511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:56:22 || Estimated Time: 1 day, 8:48:37
2023-08-06 01:06:55,148 semantic_segmentation INFO: Iters: 79450/150000 || Lr: 0.010144 || Task Loss: 0.5754 || KD Loss: 0.2852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:56:39 || Estimated Time: 1 day, 8:48:20
2023-08-06 01:07:11,947 semantic_segmentation INFO: Iters: 79460/150000 || Lr: 0.010143 || Task Loss: 0.2320 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:56:56 || Estimated Time: 1 day, 8:48:03
2023-08-06 01:07:28,746 semantic_segmentation INFO: Iters: 79470/150000 || Lr: 0.010141 || Task Loss: 0.5665 || KD Loss: 0.2587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:57:13 || Estimated Time: 1 day, 8:47:47
2023-08-06 01:07:45,606 semantic_segmentation INFO: Iters: 79480/150000 || Lr: 0.010140 || Task Loss: 0.2982 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:57:30 || Estimated Time: 1 day, 8:47:30
2023-08-06 01:08:02,437 semantic_segmentation INFO: Iters: 79490/150000 || Lr: 0.010139 || Task Loss: 0.1292 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:57:46 || Estimated Time: 1 day, 8:47:13
2023-08-06 01:08:19,322 semantic_segmentation INFO: Iters: 79500/150000 || Lr: 0.010137 || Task Loss: 0.5212 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:58:03 || Estimated Time: 1 day, 8:46:57
2023-08-06 01:08:36,150 semantic_segmentation INFO: Iters: 79510/150000 || Lr: 0.010136 || Task Loss: 0.2993 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:58:20 || Estimated Time: 1 day, 8:46:40
2023-08-06 01:08:52,993 semantic_segmentation INFO: Iters: 79520/150000 || Lr: 0.010135 || Task Loss: 0.2896 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:58:37 || Estimated Time: 1 day, 8:46:23
2023-08-06 01:09:09,926 semantic_segmentation INFO: Iters: 79530/150000 || Lr: 0.010133 || Task Loss: 0.3344 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:58:54 || Estimated Time: 1 day, 8:46:07
2023-08-06 01:09:26,761 semantic_segmentation INFO: Iters: 79540/150000 || Lr: 0.010132 || Task Loss: 0.3283 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:59:11 || Estimated Time: 1 day, 8:45:50
2023-08-06 01:09:43,609 semantic_segmentation INFO: Iters: 79550/150000 || Lr: 0.010131 || Task Loss: 0.3304 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:59:28 || Estimated Time: 1 day, 8:45:34
2023-08-06 01:10:00,456 semantic_segmentation INFO: Iters: 79560/150000 || Lr: 0.010130 || Task Loss: 0.6855 || KD Loss: 0.4107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:59:44 || Estimated Time: 1 day, 8:45:17
2023-08-06 01:10:17,280 semantic_segmentation INFO: Iters: 79570/150000 || Lr: 0.010128 || Task Loss: 0.4828 || KD Loss: 0.2578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:00:01 || Estimated Time: 1 day, 8:45:00
2023-08-06 01:10:34,072 semantic_segmentation INFO: Iters: 79580/150000 || Lr: 0.010127 || Task Loss: 0.2673 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:00:18 || Estimated Time: 1 day, 8:44:44
2023-08-06 01:10:50,854 semantic_segmentation INFO: Iters: 79590/150000 || Lr: 0.010126 || Task Loss: 0.2377 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:44:27
2023-08-06 01:11:07,662 semantic_segmentation INFO: Iters: 79600/150000 || Lr: 0.010124 || Task Loss: 0.3064 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:00:52 || Estimated Time: 1 day, 8:44:10
2023-08-06 01:11:24,512 semantic_segmentation INFO: Iters: 79610/150000 || Lr: 0.010123 || Task Loss: 0.2155 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:01:09 || Estimated Time: 1 day, 8:43:54
2023-08-06 01:11:41,313 semantic_segmentation INFO: Iters: 79620/150000 || Lr: 0.010122 || Task Loss: 0.2472 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:01:25 || Estimated Time: 1 day, 8:43:37
2023-08-06 01:11:58,049 semantic_segmentation INFO: Iters: 79630/150000 || Lr: 0.010121 || Task Loss: 0.2702 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:01:42 || Estimated Time: 1 day, 8:43:20
2023-08-06 01:12:14,828 semantic_segmentation INFO: Iters: 79640/150000 || Lr: 0.010119 || Task Loss: 0.2051 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:01:59 || Estimated Time: 1 day, 8:43:03
2023-08-06 01:12:31,628 semantic_segmentation INFO: Iters: 79650/150000 || Lr: 0.010118 || Task Loss: 0.2279 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:02:16 || Estimated Time: 1 day, 8:42:47
2023-08-06 01:12:48,819 semantic_segmentation INFO: Iters: 79660/150000 || Lr: 0.010117 || Task Loss: 0.2436 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:02:33 || Estimated Time: 1 day, 8:42:30
2023-08-06 01:13:05,609 semantic_segmentation INFO: Iters: 79670/150000 || Lr: 0.010115 || Task Loss: 0.2806 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:02:50 || Estimated Time: 1 day, 8:42:14
2023-08-06 01:13:22,420 semantic_segmentation INFO: Iters: 79680/150000 || Lr: 0.010114 || Task Loss: 0.2172 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:03:06 || Estimated Time: 1 day, 8:41:57
2023-08-06 01:13:39,213 semantic_segmentation INFO: Iters: 79690/150000 || Lr: 0.010113 || Task Loss: 0.1378 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:03:23 || Estimated Time: 1 day, 8:41:40
2023-08-06 01:13:55,941 semantic_segmentation INFO: Iters: 79700/150000 || Lr: 0.010111 || Task Loss: 0.1866 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:03:40 || Estimated Time: 1 day, 8:41:24
2023-08-06 01:14:12,736 semantic_segmentation INFO: Iters: 79710/150000 || Lr: 0.010110 || Task Loss: 0.2096 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:03:57 || Estimated Time: 1 day, 8:41:07
2023-08-06 01:14:29,495 semantic_segmentation INFO: Iters: 79720/150000 || Lr: 0.010109 || Task Loss: 0.3013 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:04:14 || Estimated Time: 1 day, 8:40:50
2023-08-06 01:14:46,271 semantic_segmentation INFO: Iters: 79730/150000 || Lr: 0.010108 || Task Loss: 0.2263 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:04:30 || Estimated Time: 1 day, 8:40:33
2023-08-06 01:15:03,070 semantic_segmentation INFO: Iters: 79740/150000 || Lr: 0.010106 || Task Loss: 0.2420 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:04:47 || Estimated Time: 1 day, 8:40:17
2023-08-06 01:15:19,886 semantic_segmentation INFO: Iters: 79750/150000 || Lr: 0.010105 || Task Loss: 0.5102 || KD Loss: 0.1361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:05:04 || Estimated Time: 1 day, 8:40:00
2023-08-06 01:15:36,622 semantic_segmentation INFO: Iters: 79760/150000 || Lr: 0.010104 || Task Loss: 0.2938 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:05:21 || Estimated Time: 1 day, 8:39:43
2023-08-06 01:15:53,437 semantic_segmentation INFO: Iters: 79770/150000 || Lr: 0.010102 || Task Loss: 0.2856 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:05:37 || Estimated Time: 1 day, 8:39:27
2023-08-06 01:16:10,159 semantic_segmentation INFO: Iters: 79780/150000 || Lr: 0.010101 || Task Loss: 0.2243 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:05:54 || Estimated Time: 1 day, 8:39:10
2023-08-06 01:16:26,954 semantic_segmentation INFO: Iters: 79790/150000 || Lr: 0.010100 || Task Loss: 0.3403 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:06:11 || Estimated Time: 1 day, 8:38:53
2023-08-06 01:16:43,737 semantic_segmentation INFO: Iters: 79800/150000 || Lr: 0.010098 || Task Loss: 0.3297 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:38:37
2023-08-06 01:17:00,526 semantic_segmentation INFO: Iters: 79810/150000 || Lr: 0.010097 || Task Loss: 0.1177 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:06:45 || Estimated Time: 1 day, 8:38:20
2023-08-06 01:17:17,277 semantic_segmentation INFO: Iters: 79820/150000 || Lr: 0.010096 || Task Loss: 0.3185 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:38:03
2023-08-06 01:17:34,042 semantic_segmentation INFO: Iters: 79830/150000 || Lr: 0.010095 || Task Loss: 0.2188 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:07:18 || Estimated Time: 1 day, 8:37:46
2023-08-06 01:17:50,855 semantic_segmentation INFO: Iters: 79840/150000 || Lr: 0.010093 || Task Loss: 0.2707 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:07:35 || Estimated Time: 1 day, 8:37:30
2023-08-06 01:18:07,779 semantic_segmentation INFO: Iters: 79850/150000 || Lr: 0.010092 || Task Loss: 0.2401 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:07:52 || Estimated Time: 1 day, 8:37:13
2023-08-06 01:18:24,770 semantic_segmentation INFO: Iters: 79860/150000 || Lr: 0.010091 || Task Loss: 0.2275 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:08:09 || Estimated Time: 1 day, 8:36:57
2023-08-06 01:18:41,717 semantic_segmentation INFO: Iters: 79870/150000 || Lr: 0.010089 || Task Loss: 0.2757 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:08:26 || Estimated Time: 1 day, 8:36:40
2023-08-06 01:18:58,484 semantic_segmentation INFO: Iters: 79880/150000 || Lr: 0.010088 || Task Loss: 0.3058 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:08:43 || Estimated Time: 1 day, 8:36:23
2023-08-06 01:19:15,213 semantic_segmentation INFO: Iters: 79890/150000 || Lr: 0.010087 || Task Loss: 0.2572 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:08:59 || Estimated Time: 1 day, 8:36:07
2023-08-06 01:19:32,016 semantic_segmentation INFO: Iters: 79900/150000 || Lr: 0.010086 || Task Loss: 0.1396 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:09:16 || Estimated Time: 1 day, 8:35:50
2023-08-06 01:19:48,865 semantic_segmentation INFO: Iters: 79910/150000 || Lr: 0.010084 || Task Loss: 0.2378 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:09:33 || Estimated Time: 1 day, 8:35:33
2023-08-06 01:20:05,607 semantic_segmentation INFO: Iters: 79920/150000 || Lr: 0.010083 || Task Loss: 0.1450 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:09:50 || Estimated Time: 1 day, 8:35:17
2023-08-06 01:20:22,440 semantic_segmentation INFO: Iters: 79930/150000 || Lr: 0.010082 || Task Loss: 0.4219 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:10:06 || Estimated Time: 1 day, 8:35:00
2023-08-06 01:20:39,187 semantic_segmentation INFO: Iters: 79940/150000 || Lr: 0.010080 || Task Loss: 0.1892 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:10:23 || Estimated Time: 1 day, 8:34:43
2023-08-06 01:20:55,913 semantic_segmentation INFO: Iters: 79950/150000 || Lr: 0.010079 || Task Loss: 0.4147 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:10:40 || Estimated Time: 1 day, 8:34:26
2023-08-06 01:21:12,648 semantic_segmentation INFO: Iters: 79960/150000 || Lr: 0.010078 || Task Loss: 0.3114 || KD Loss: 0.1177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:10:57 || Estimated Time: 1 day, 8:34:10
2023-08-06 01:21:29,367 semantic_segmentation INFO: Iters: 79970/150000 || Lr: 0.010076 || Task Loss: 0.2406 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:11:13 || Estimated Time: 1 day, 8:33:53
2023-08-06 01:21:46,112 semantic_segmentation INFO: Iters: 79980/150000 || Lr: 0.010075 || Task Loss: 0.2437 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:11:30 || Estimated Time: 1 day, 8:33:36
2023-08-06 01:22:02,860 semantic_segmentation INFO: Iters: 79990/150000 || Lr: 0.010074 || Task Loss: 0.3582 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:11:47 || Estimated Time: 1 day, 8:33:19
2023-08-06 01:22:19,656 semantic_segmentation INFO: Iters: 80000/150000 || Lr: 0.010073 || Task Loss: 0.2228 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:12:04 || Estimated Time: 1 day, 8:33:03
2023-08-06 01:22:19,730 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 01:22:20,618 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.405
2023-08-06 01:22:20,739 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.496
2023-08-06 01:22:20,861 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.517
2023-08-06 01:22:20,981 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.537
2023-08-06 01:22:21,101 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.519
2023-08-06 01:22:21,219 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.524
2023-08-06 01:22:21,344 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.520
2023-08-06 01:22:21,474 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.560
2023-08-06 01:22:21,594 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.610
2023-08-06 01:22:21,714 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.665
2023-08-06 01:22:21,831 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.669
2023-08-06 01:22:21,958 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.681
2023-08-06 01:22:22,091 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.694
2023-08-06 01:22:22,211 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.680
2023-08-06 01:22:22,330 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.674
2023-08-06 01:22:22,451 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.666
2023-08-06 01:22:22,572 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.670
2023-08-06 01:22:22,694 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.669
2023-08-06 01:22:22,818 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.678
2023-08-06 01:22:22,942 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.685
2023-08-06 01:22:23,066 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.684
2023-08-06 01:22:23,185 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.689
2023-08-06 01:22:23,305 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.688
2023-08-06 01:22:23,428 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.697
2023-08-06 01:22:23,552 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 01:22:23,675 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 01:22:23,797 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.698
2023-08-06 01:22:23,921 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 01:22:24,044 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-06 01:22:24,166 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 01:22:24,286 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-06 01:22:24,411 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-06 01:22:24,543 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 01:22:24,661 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-06 01:22:24,780 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.708
2023-08-06 01:22:24,899 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-06 01:22:25,017 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-06 01:22:25,135 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-06 01:22:25,258 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-06 01:22:25,383 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-06 01:22:25,506 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 01:22:25,628 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.700
2023-08-06 01:22:25,747 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 01:22:25,867 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.703
2023-08-06 01:22:25,988 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.702
2023-08-06 01:22:26,108 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.702
2023-08-06 01:22:26,227 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-06 01:22:26,344 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-06 01:22:26,472 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-06 01:22:26,605 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 01:22:26,725 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 01:22:26,849 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 01:22:26,969 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 01:22:27,089 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 01:22:27,210 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-06 01:22:27,331 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 01:22:27,452 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 01:22:27,570 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 01:22:27,696 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 01:22:27,826 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 01:22:27,950 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-06 01:22:28,076 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-06 01:22:28,198 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-06 01:22:28,319 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.730
2023-08-06 01:22:28,440 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-06 01:22:28,561 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-06 01:22:28,681 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-06 01:22:28,801 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.731
2023-08-06 01:22:28,930 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.730
2023-08-06 01:22:29,063 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.729
2023-08-06 01:22:29,189 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-06 01:22:29,312 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-06 01:22:29,434 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-06 01:22:29,555 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-06 01:22:29,679 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-06 01:22:29,801 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-06 01:22:29,921 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-06 01:22:30,041 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 01:22:30,165 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 01:22:30,294 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.724
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2023-08-06 01:22:31,033 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.719
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2023-08-06 01:22:31,768 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.703
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2023-08-06 01:22:32,868 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.705
2023-08-06 01:22:32,989 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.702
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2023-08-06 01:22:35,936 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.712
2023-08-06 01:22:36,060 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.714
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2023-08-06 01:22:59,100 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.940, mIoU: 0.687
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2023-08-06 01:23:18,662 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:18,782 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:18,902 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:19,026 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:19,148 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:19,269 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:19,387 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:19,515 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:19,647 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:19,770 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:19,892 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:20,013 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:20,134 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.700
2023-08-06 01:23:20,256 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 01:23:20,378 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-06 01:23:20,499 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:20,616 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:20,744 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:20,877 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:20,999 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:21,124 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:21,248 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:21,367 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:21,486 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:21,605 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:21,722 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:21,840 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:21,968 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 01:23:38,913 semantic_segmentation INFO: Iters: 80010/150000 || Lr: 0.010071 || Task Loss: 0.2715 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:13:23 || Estimated Time: 1 day, 8:33:41
2023-08-06 01:23:55,715 semantic_segmentation INFO: Iters: 80020/150000 || Lr: 0.010070 || Task Loss: 0.1958 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:13:40 || Estimated Time: 1 day, 8:33:24
2023-08-06 01:24:12,569 semantic_segmentation INFO: Iters: 80030/150000 || Lr: 0.010069 || Task Loss: 0.3185 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:13:57 || Estimated Time: 1 day, 8:33:07
2023-08-06 01:24:29,380 semantic_segmentation INFO: Iters: 80040/150000 || Lr: 0.010067 || Task Loss: 0.3270 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:14:13 || Estimated Time: 1 day, 8:32:51
2023-08-06 01:24:46,165 semantic_segmentation INFO: Iters: 80050/150000 || Lr: 0.010066 || Task Loss: 0.3545 || KD Loss: 0.1429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:14:30 || Estimated Time: 1 day, 8:32:34
2023-08-06 01:25:03,027 semantic_segmentation INFO: Iters: 80060/150000 || Lr: 0.010065 || Task Loss: 0.1771 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:14:47 || Estimated Time: 1 day, 8:32:17
2023-08-06 01:25:19,952 semantic_segmentation INFO: Iters: 80070/150000 || Lr: 0.010064 || Task Loss: 0.3131 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:15:04 || Estimated Time: 1 day, 8:32:01
2023-08-06 01:25:36,811 semantic_segmentation INFO: Iters: 80080/150000 || Lr: 0.010062 || Task Loss: 0.1983 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:15:21 || Estimated Time: 1 day, 8:31:44
2023-08-06 01:25:53,614 semantic_segmentation INFO: Iters: 80090/150000 || Lr: 0.010061 || Task Loss: 0.2255 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:15:38 || Estimated Time: 1 day, 8:31:27
2023-08-06 01:26:10,411 semantic_segmentation INFO: Iters: 80100/150000 || Lr: 0.010060 || Task Loss: 0.1361 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:15:54 || Estimated Time: 1 day, 8:31:11
2023-08-06 01:26:27,260 semantic_segmentation INFO: Iters: 80110/150000 || Lr: 0.010058 || Task Loss: 0.1894 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:16:11 || Estimated Time: 1 day, 8:30:54
2023-08-06 01:26:44,072 semantic_segmentation INFO: Iters: 80120/150000 || Lr: 0.010057 || Task Loss: 0.4394 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:16:28 || Estimated Time: 1 day, 8:30:37
2023-08-06 01:27:00,927 semantic_segmentation INFO: Iters: 80130/150000 || Lr: 0.010056 || Task Loss: 0.2943 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:16:45 || Estimated Time: 1 day, 8:30:21
2023-08-06 01:27:17,735 semantic_segmentation INFO: Iters: 80140/150000 || Lr: 0.010054 || Task Loss: 0.3112 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:17:02 || Estimated Time: 1 day, 8:30:04
2023-08-06 01:27:34,467 semantic_segmentation INFO: Iters: 80150/150000 || Lr: 0.010053 || Task Loss: 0.1787 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:29:47
2023-08-06 01:27:51,220 semantic_segmentation INFO: Iters: 80160/150000 || Lr: 0.010052 || Task Loss: 0.3598 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:17:35 || Estimated Time: 1 day, 8:29:30
2023-08-06 01:28:07,990 semantic_segmentation INFO: Iters: 80170/150000 || Lr: 0.010051 || Task Loss: 0.3405 || KD Loss: 0.1702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:29:14
2023-08-06 01:28:24,805 semantic_segmentation INFO: Iters: 80180/150000 || Lr: 0.010049 || Task Loss: 0.3064 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:18:09 || Estimated Time: 1 day, 8:28:57
2023-08-06 01:28:41,601 semantic_segmentation INFO: Iters: 80190/150000 || Lr: 0.010048 || Task Loss: 0.1760 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:18:26 || Estimated Time: 1 day, 8:28:40
2023-08-06 01:28:58,370 semantic_segmentation INFO: Iters: 80200/150000 || Lr: 0.010047 || Task Loss: 0.2344 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:18:42 || Estimated Time: 1 day, 8:28:23
2023-08-06 01:29:15,197 semantic_segmentation INFO: Iters: 80210/150000 || Lr: 0.010045 || Task Loss: 0.2006 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:18:59 || Estimated Time: 1 day, 8:28:07
2023-08-06 01:29:31,930 semantic_segmentation INFO: Iters: 80220/150000 || Lr: 0.010044 || Task Loss: 0.2127 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:19:16 || Estimated Time: 1 day, 8:27:50
2023-08-06 01:29:48,728 semantic_segmentation INFO: Iters: 80230/150000 || Lr: 0.010043 || Task Loss: 0.2034 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:19:33 || Estimated Time: 1 day, 8:27:33
2023-08-06 01:30:05,555 semantic_segmentation INFO: Iters: 80240/150000 || Lr: 0.010042 || Task Loss: 0.2796 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:19:50 || Estimated Time: 1 day, 8:27:17
2023-08-06 01:30:22,295 semantic_segmentation INFO: Iters: 80250/150000 || Lr: 0.010040 || Task Loss: 0.2504 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:20:06 || Estimated Time: 1 day, 8:27:00
2023-08-06 01:30:39,093 semantic_segmentation INFO: Iters: 80260/150000 || Lr: 0.010039 || Task Loss: 0.2975 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:20:23 || Estimated Time: 1 day, 8:26:43
2023-08-06 01:30:55,892 semantic_segmentation INFO: Iters: 80270/150000 || Lr: 0.010038 || Task Loss: 0.2578 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:20:40 || Estimated Time: 1 day, 8:26:27
2023-08-06 01:31:12,698 semantic_segmentation INFO: Iters: 80280/150000 || Lr: 0.010036 || Task Loss: 0.2070 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:20:57 || Estimated Time: 1 day, 8:26:10
2023-08-06 01:31:29,494 semantic_segmentation INFO: Iters: 80290/150000 || Lr: 0.010035 || Task Loss: 0.1661 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:21:14 || Estimated Time: 1 day, 8:25:53
2023-08-06 01:31:46,222 semantic_segmentation INFO: Iters: 80300/150000 || Lr: 0.010034 || Task Loss: 0.2529 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:21:30 || Estimated Time: 1 day, 8:25:36
2023-08-06 01:32:02,947 semantic_segmentation INFO: Iters: 80310/150000 || Lr: 0.010032 || Task Loss: 0.2674 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:21:47 || Estimated Time: 1 day, 8:25:20
2023-08-06 01:32:19,671 semantic_segmentation INFO: Iters: 80320/150000 || Lr: 0.010031 || Task Loss: 0.2896 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:22:04 || Estimated Time: 1 day, 8:25:03
2023-08-06 01:32:36,449 semantic_segmentation INFO: Iters: 80330/150000 || Lr: 0.010030 || Task Loss: 0.2663 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:22:20 || Estimated Time: 1 day, 8:24:46
2023-08-06 01:32:53,196 semantic_segmentation INFO: Iters: 80340/150000 || Lr: 0.010029 || Task Loss: 0.1574 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:22:37 || Estimated Time: 1 day, 8:24:29
2023-08-06 01:33:09,950 semantic_segmentation INFO: Iters: 80350/150000 || Lr: 0.010027 || Task Loss: 0.4125 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:22:54 || Estimated Time: 1 day, 8:24:13
2023-08-06 01:33:26,659 semantic_segmentation INFO: Iters: 80360/150000 || Lr: 0.010026 || Task Loss: 0.2620 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:23:11 || Estimated Time: 1 day, 8:23:56
2023-08-06 01:33:43,436 semantic_segmentation INFO: Iters: 80370/150000 || Lr: 0.010025 || Task Loss: 0.2442 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:23:27 || Estimated Time: 1 day, 8:23:39
2023-08-06 01:34:00,238 semantic_segmentation INFO: Iters: 80380/150000 || Lr: 0.010023 || Task Loss: 0.3357 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:23:44 || Estimated Time: 1 day, 8:23:22
2023-08-06 01:34:17,017 semantic_segmentation INFO: Iters: 80390/150000 || Lr: 0.010022 || Task Loss: 0.2335 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:23:06
2023-08-06 01:34:33,823 semantic_segmentation INFO: Iters: 80400/150000 || Lr: 0.010021 || Task Loss: 0.1569 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:22:49
2023-08-06 01:34:50,680 semantic_segmentation INFO: Iters: 80410/150000 || Lr: 0.010019 || Task Loss: 0.3139 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:24:35 || Estimated Time: 1 day, 8:22:32
2023-08-06 01:35:07,501 semantic_segmentation INFO: Iters: 80420/150000 || Lr: 0.010018 || Task Loss: 0.3522 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:24:52 || Estimated Time: 1 day, 8:22:16
2023-08-06 01:35:24,335 semantic_segmentation INFO: Iters: 80430/150000 || Lr: 0.010017 || Task Loss: 0.2205 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:25:08 || Estimated Time: 1 day, 8:21:59
2023-08-06 01:35:41,211 semantic_segmentation INFO: Iters: 80440/150000 || Lr: 0.010016 || Task Loss: 0.2212 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:25:25 || Estimated Time: 1 day, 8:21:42
2023-08-06 01:35:58,052 semantic_segmentation INFO: Iters: 80450/150000 || Lr: 0.010014 || Task Loss: 0.2510 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:25:42 || Estimated Time: 1 day, 8:21:26
2023-08-06 01:36:14,869 semantic_segmentation INFO: Iters: 80460/150000 || Lr: 0.010013 || Task Loss: 0.1907 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:25:59 || Estimated Time: 1 day, 8:21:09
2023-08-06 01:36:31,702 semantic_segmentation INFO: Iters: 80470/150000 || Lr: 0.010012 || Task Loss: 0.2953 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:26:16 || Estimated Time: 1 day, 8:20:52
2023-08-06 01:36:48,569 semantic_segmentation INFO: Iters: 80480/150000 || Lr: 0.010010 || Task Loss: 0.1410 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:26:33 || Estimated Time: 1 day, 8:20:36
2023-08-06 01:37:05,497 semantic_segmentation INFO: Iters: 80490/150000 || Lr: 0.010009 || Task Loss: 0.1715 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:26:50 || Estimated Time: 1 day, 8:20:19
2023-08-06 01:37:22,303 semantic_segmentation INFO: Iters: 80500/150000 || Lr: 0.010008 || Task Loss: 0.1665 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:27:06 || Estimated Time: 1 day, 8:20:02
2023-08-06 01:37:39,152 semantic_segmentation INFO: Iters: 80510/150000 || Lr: 0.010007 || Task Loss: 0.2629 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:27:23 || Estimated Time: 1 day, 8:19:46
2023-08-06 01:37:55,954 semantic_segmentation INFO: Iters: 80520/150000 || Lr: 0.010005 || Task Loss: 0.1738 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:27:40 || Estimated Time: 1 day, 8:19:29
2023-08-06 01:38:12,812 semantic_segmentation INFO: Iters: 80530/150000 || Lr: 0.010004 || Task Loss: 0.1259 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:27:57 || Estimated Time: 1 day, 8:19:12
2023-08-06 01:38:29,605 semantic_segmentation INFO: Iters: 80540/150000 || Lr: 0.010003 || Task Loss: 0.1545 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:28:14 || Estimated Time: 1 day, 8:18:56
2023-08-06 01:38:46,443 semantic_segmentation INFO: Iters: 80550/150000 || Lr: 0.010001 || Task Loss: 0.1581 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:28:30 || Estimated Time: 1 day, 8:18:39
2023-08-06 01:39:03,207 semantic_segmentation INFO: Iters: 80560/150000 || Lr: 0.010000 || Task Loss: 0.3282 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:28:47 || Estimated Time: 1 day, 8:18:22
2023-08-06 01:39:20,019 semantic_segmentation INFO: Iters: 80570/150000 || Lr: 0.009999 || Task Loss: 0.2022 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:29:04 || Estimated Time: 1 day, 8:18:05
2023-08-06 01:39:36,812 semantic_segmentation INFO: Iters: 80580/150000 || Lr: 0.009997 || Task Loss: 0.1361 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:29:21 || Estimated Time: 1 day, 8:17:49
2023-08-06 01:39:53,581 semantic_segmentation INFO: Iters: 80590/150000 || Lr: 0.009996 || Task Loss: 0.1702 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:29:38 || Estimated Time: 1 day, 8:17:32
2023-08-06 01:40:10,354 semantic_segmentation INFO: Iters: 80600/150000 || Lr: 0.009995 || Task Loss: 0.2592 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:29:54 || Estimated Time: 1 day, 8:17:15
2023-08-06 01:40:27,150 semantic_segmentation INFO: Iters: 80610/150000 || Lr: 0.009994 || Task Loss: 0.1671 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:30:11 || Estimated Time: 1 day, 8:16:59
2023-08-06 01:40:44,003 semantic_segmentation INFO: Iters: 80620/150000 || Lr: 0.009992 || Task Loss: 0.3532 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:30:28 || Estimated Time: 1 day, 8:16:42
2023-08-06 01:41:00,804 semantic_segmentation INFO: Iters: 80630/150000 || Lr: 0.009991 || Task Loss: 0.2214 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:30:45 || Estimated Time: 1 day, 8:16:25
2023-08-06 01:41:17,606 semantic_segmentation INFO: Iters: 80640/150000 || Lr: 0.009990 || Task Loss: 0.1803 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:31:02 || Estimated Time: 1 day, 8:16:09
2023-08-06 01:41:34,380 semantic_segmentation INFO: Iters: 80650/150000 || Lr: 0.009988 || Task Loss: 0.2123 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:31:18 || Estimated Time: 1 day, 8:15:52
2023-08-06 01:41:51,118 semantic_segmentation INFO: Iters: 80660/150000 || Lr: 0.009987 || Task Loss: 0.2351 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:31:35 || Estimated Time: 1 day, 8:15:35
2023-08-06 01:42:07,906 semantic_segmentation INFO: Iters: 80670/150000 || Lr: 0.009986 || Task Loss: 0.3021 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:15:18
2023-08-06 01:42:24,655 semantic_segmentation INFO: Iters: 80680/150000 || Lr: 0.009984 || Task Loss: 0.4497 || KD Loss: 0.1760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:32:09 || Estimated Time: 1 day, 8:15:02
2023-08-06 01:42:41,440 semantic_segmentation INFO: Iters: 80690/150000 || Lr: 0.009983 || Task Loss: 0.2407 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:14:45
2023-08-06 01:42:58,314 semantic_segmentation INFO: Iters: 80700/150000 || Lr: 0.009982 || Task Loss: 0.3779 || KD Loss: 0.1882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:32:42 || Estimated Time: 1 day, 8:14:28
2023-08-06 01:43:15,304 semantic_segmentation INFO: Iters: 80710/150000 || Lr: 0.009981 || Task Loss: 0.3788 || KD Loss: 0.1229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:32:59 || Estimated Time: 1 day, 8:14:12
2023-08-06 01:43:32,241 semantic_segmentation INFO: Iters: 80720/150000 || Lr: 0.009979 || Task Loss: 0.1965 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:33:16 || Estimated Time: 1 day, 8:13:55
2023-08-06 01:43:48,933 semantic_segmentation INFO: Iters: 80730/150000 || Lr: 0.009978 || Task Loss: 0.2280 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:33:33 || Estimated Time: 1 day, 8:13:38
2023-08-06 01:44:05,690 semantic_segmentation INFO: Iters: 80740/150000 || Lr: 0.009977 || Task Loss: 0.1761 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:33:50 || Estimated Time: 1 day, 8:13:22
2023-08-06 01:44:22,477 semantic_segmentation INFO: Iters: 80750/150000 || Lr: 0.009975 || Task Loss: 0.2415 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:34:07 || Estimated Time: 1 day, 8:13:05
2023-08-06 01:44:39,195 semantic_segmentation INFO: Iters: 80760/150000 || Lr: 0.009974 || Task Loss: 0.2027 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:34:23 || Estimated Time: 1 day, 8:12:48
2023-08-06 01:44:55,862 semantic_segmentation INFO: Iters: 80770/150000 || Lr: 0.009973 || Task Loss: 0.2934 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:34:40 || Estimated Time: 1 day, 8:12:31
2023-08-06 01:45:12,612 semantic_segmentation INFO: Iters: 80780/150000 || Lr: 0.009972 || Task Loss: 0.2649 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:34:57 || Estimated Time: 1 day, 8:12:15
2023-08-06 01:45:29,383 semantic_segmentation INFO: Iters: 80790/150000 || Lr: 0.009970 || Task Loss: 0.2706 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:35:13 || Estimated Time: 1 day, 8:11:58
2023-08-06 01:45:46,154 semantic_segmentation INFO: Iters: 80800/150000 || Lr: 0.009969 || Task Loss: 0.2018 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:35:30 || Estimated Time: 1 day, 8:11:41
2023-08-06 01:45:46,363 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 01:45:47,126 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.408
2023-08-06 01:45:47,258 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.503
2023-08-06 01:45:47,383 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.517
2023-08-06 01:45:47,502 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.534
2023-08-06 01:45:47,621 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.527
2023-08-06 01:45:47,741 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.529
2023-08-06 01:45:47,861 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.554
2023-08-06 01:45:47,982 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.602
2023-08-06 01:45:48,100 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.654
2023-08-06 01:45:48,217 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.702
2023-08-06 01:45:48,339 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.709
2023-08-06 01:45:48,466 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.725
2023-08-06 01:45:48,587 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.723
2023-08-06 01:45:48,708 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.715
2023-08-06 01:45:48,826 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.716
2023-08-06 01:45:48,950 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.708
2023-08-06 01:45:49,078 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.712
2023-08-06 01:45:49,198 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.715
2023-08-06 01:45:49,318 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 01:45:49,436 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 01:45:49,563 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 01:45:49,696 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 01:45:49,814 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 01:45:49,932 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 01:45:50,048 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 01:45:50,167 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 01:45:50,286 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 01:45:50,408 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 01:45:50,531 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 01:45:50,655 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-06 01:45:50,777 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-06 01:45:50,899 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 01:45:51,020 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-06 01:45:51,140 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 01:45:51,260 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 01:45:51,378 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 01:45:51,497 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-06 01:45:51,623 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 01:45:51,750 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 01:45:51,872 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 01:45:51,993 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-06 01:45:52,112 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-06 01:45:52,232 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 01:45:52,356 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:45:52,479 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 01:45:52,601 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 01:45:52,718 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 01:45:52,842 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 01:45:52,976 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 01:45:53,097 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 01:45:53,219 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 01:45:53,340 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 01:45:53,461 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-06 01:45:53,581 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-06 01:45:53,701 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-06 01:45:53,822 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 01:45:53,941 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 01:45:54,070 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-06 01:45:54,205 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-06 01:45:54,326 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-06 01:45:54,449 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 01:45:54,569 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 01:45:54,694 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 01:45:54,823 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 01:45:54,951 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 01:45:55,075 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 01:45:55,196 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.746
2023-08-06 01:45:55,317 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-06 01:45:55,441 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.745
2023-08-06 01:45:55,562 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.745
2023-08-06 01:45:55,683 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-06 01:45:55,802 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-06 01:45:55,929 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 01:45:56,055 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 01:45:56,182 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-06 01:45:56,309 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-06 01:45:56,439 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 01:45:56,559 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-06 01:45:56,677 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 01:45:56,798 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-06 01:45:56,917 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 01:45:57,036 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 01:45:57,159 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-06 01:45:57,284 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 01:45:57,406 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 01:45:57,526 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-06 01:45:57,644 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.734
2023-08-06 01:45:57,768 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 01:45:57,894 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 01:45:58,018 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 01:45:58,140 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 01:45:58,260 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 01:45:58,382 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 01:45:58,502 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-06 01:45:58,622 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 01:45:58,741 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 01:45:58,860 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 01:45:58,981 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 01:45:59,103 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 01:45:59,228 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 01:45:59,353 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-06 01:45:59,476 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 01:45:59,594 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 01:45:59,714 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-06 01:45:59,837 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 01:45:59,961 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 01:46:00,083 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-06 01:46:00,210 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 01:46:00,341 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 01:46:00,460 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 01:46:00,581 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 01:46:00,699 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-06 01:46:00,818 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 01:46:00,937 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 01:46:01,062 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 01:46:01,188 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 01:46:01,311 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-06 01:46:01,434 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-06 01:46:01,558 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-06 01:46:01,680 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-06 01:46:01,802 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-06 01:46:01,925 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-06 01:46:02,048 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-06 01:46:02,173 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-06 01:46:02,294 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-06 01:46:02,415 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-06 01:46:02,536 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 01:46:02,663 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 01:46:02,794 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 01:46:02,913 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 01:46:03,031 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 01:46:03,149 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 01:46:03,268 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 01:46:03,385 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:03,510 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 01:46:03,636 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 01:46:03,760 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 01:46:03,884 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 01:46:04,006 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:04,129 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 01:46:04,253 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 01:46:04,375 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 01:46:04,498 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:04,623 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:04,741 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:04,861 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 01:46:04,979 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 01:46:05,098 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 01:46:05,217 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:05,340 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:05,468 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:05,591 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:05,714 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:05,833 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 01:46:05,953 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 01:46:06,075 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 01:46:06,196 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 01:46:06,318 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 01:46:06,436 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-06 01:46:06,561 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-06 01:46:06,692 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.946, mIoU: 0.731
2023-08-06 01:46:06,812 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-06 01:46:06,932 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 01:46:07,051 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 01:46:07,177 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 01:46:07,307 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 01:46:07,430 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 01:46:07,552 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 01:46:07,672 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 01:46:07,796 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 01:46:07,920 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 01:46:08,045 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 01:46:08,168 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 01:46:08,285 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 01:46:08,408 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-06 01:46:08,535 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-06 01:46:08,656 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.946, mIoU: 0.726
2023-08-06 01:46:08,777 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.946, mIoU: 0.727
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2023-08-06 01:46:32,763 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:46:32,882 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:46:33,011 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:46:33,139 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:46:33,265 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:46:33,388 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:46:33,513 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:46:33,638 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:46:33,761 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 01:46:33,879 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 01:46:34,007 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 01:46:34,142 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 01:46:34,262 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 01:46:34,383 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-06 01:46:34,503 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 01:46:34,624 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 01:46:34,749 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:34,874 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:35,001 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:35,121 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:35,242 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:35,363 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:35,484 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:35,604 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 01:46:35,721 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:35,846 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:35,977 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 01:46:36,099 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 01:46:36,220 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:36,339 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 01:46:36,464 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 01:46:36,592 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 01:46:36,716 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 01:46:36,840 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 01:46:36,961 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 01:46:37,081 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 01:46:37,203 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 01:46:37,326 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 01:46:37,447 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 01:46:37,565 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:37,690 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:37,819 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:37,942 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:38,064 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:38,185 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:38,308 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:38,433 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:38,557 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:38,679 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:38,797 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:38,919 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 01:46:39,042 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 01:46:39,168 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:39,294 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:39,416 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:39,536 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:39,657 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:39,779 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:39,900 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:40,018 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:40,141 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:40,267 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:40,390 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:40,513 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:40,635 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:40,760 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:40,891 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:41,012 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:41,132 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:41,251 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:41,376 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 01:46:41,503 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 01:46:41,627 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 01:46:41,752 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 01:46:41,877 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 01:46:42,000 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 01:46:42,125 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 01:46:42,249 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 01:46:42,370 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 01:46:42,489 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 01:46:42,616 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 01:46:42,744 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 01:46:42,871 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 01:46:42,998 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 01:46:43,123 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:43,245 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:43,365 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:43,483 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:43,606 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:43,725 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:43,850 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:43,982 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:44,107 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:44,232 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 01:46:44,356 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 01:46:44,481 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 01:46:44,606 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 01:46:44,732 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 01:46:44,858 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:44,985 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:45,113 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 01:46:45,237 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:45,356 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:45,480 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:45,608 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:45,733 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:45,857 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:45,977 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:46,098 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:46,222 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:46,342 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:46,462 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:46,580 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 01:46:46,706 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 01:46:46,840 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 01:46:46,959 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 01:46:47,082 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 01:46:47,203 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 01:46:47,325 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 01:46:47,447 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 01:46:47,571 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 01:46:47,692 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 01:46:47,810 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 01:46:47,934 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 01:46:48,064 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 01:46:48,187 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 01:46:48,310 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 01:46:48,430 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 01:47:05,282 semantic_segmentation INFO: Iters: 80810/150000 || Lr: 0.009968 || Task Loss: 0.2558 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:36:49 || Estimated Time: 1 day, 8:12:18
2023-08-06 01:47:22,028 semantic_segmentation INFO: Iters: 80820/150000 || Lr: 0.009966 || Task Loss: 0.1671 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:37:06 || Estimated Time: 1 day, 8:12:01
2023-08-06 01:47:38,729 semantic_segmentation INFO: Iters: 80830/150000 || Lr: 0.009965 || Task Loss: 0.2170 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:37:23 || Estimated Time: 1 day, 8:11:44
2023-08-06 01:47:55,651 semantic_segmentation INFO: Iters: 80840/150000 || Lr: 0.009964 || Task Loss: 0.2434 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:37:40 || Estimated Time: 1 day, 8:11:28
2023-08-06 01:48:12,466 semantic_segmentation INFO: Iters: 80850/150000 || Lr: 0.009962 || Task Loss: 0.2198 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:37:57 || Estimated Time: 1 day, 8:11:11
2023-08-06 01:48:29,248 semantic_segmentation INFO: Iters: 80860/150000 || Lr: 0.009961 || Task Loss: 0.1911 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:38:13 || Estimated Time: 1 day, 8:10:54
2023-08-06 01:48:46,100 semantic_segmentation INFO: Iters: 80870/150000 || Lr: 0.009960 || Task Loss: 0.3260 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:38:30 || Estimated Time: 1 day, 8:10:37
2023-08-06 01:49:02,904 semantic_segmentation INFO: Iters: 80880/150000 || Lr: 0.009959 || Task Loss: 0.5138 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:38:47 || Estimated Time: 1 day, 8:10:21
2023-08-06 01:49:19,781 semantic_segmentation INFO: Iters: 80890/150000 || Lr: 0.009957 || Task Loss: 0.2776 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:39:04 || Estimated Time: 1 day, 8:10:04
2023-08-06 01:49:36,591 semantic_segmentation INFO: Iters: 80900/150000 || Lr: 0.009956 || Task Loss: 0.2374 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:39:21 || Estimated Time: 1 day, 8:09:47
2023-08-06 01:49:53,430 semantic_segmentation INFO: Iters: 80910/150000 || Lr: 0.009955 || Task Loss: 0.1794 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:39:37 || Estimated Time: 1 day, 8:09:31
2023-08-06 01:50:10,349 semantic_segmentation INFO: Iters: 80920/150000 || Lr: 0.009953 || Task Loss: 0.3989 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:39:54 || Estimated Time: 1 day, 8:09:14
2023-08-06 01:50:27,173 semantic_segmentation INFO: Iters: 80930/150000 || Lr: 0.009952 || Task Loss: 0.2508 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:40:11 || Estimated Time: 1 day, 8:08:57
2023-08-06 01:50:44,026 semantic_segmentation INFO: Iters: 80940/150000 || Lr: 0.009951 || Task Loss: 0.2308 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:40:28 || Estimated Time: 1 day, 8:08:41
2023-08-06 01:51:00,963 semantic_segmentation INFO: Iters: 80950/150000 || Lr: 0.009949 || Task Loss: 0.2302 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:40:45 || Estimated Time: 1 day, 8:08:24
2023-08-06 01:51:17,815 semantic_segmentation INFO: Iters: 80960/150000 || Lr: 0.009948 || Task Loss: 0.2551 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:41:02 || Estimated Time: 1 day, 8:08:07
2023-08-06 01:51:34,662 semantic_segmentation INFO: Iters: 80970/150000 || Lr: 0.009947 || Task Loss: 0.2296 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:07:51
2023-08-06 01:51:51,544 semantic_segmentation INFO: Iters: 80980/150000 || Lr: 0.009946 || Task Loss: 0.1519 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:41:36 || Estimated Time: 1 day, 8:07:34
2023-08-06 01:52:08,447 semantic_segmentation INFO: Iters: 80990/150000 || Lr: 0.009944 || Task Loss: 0.2904 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:41:52 || Estimated Time: 1 day, 8:07:17
2023-08-06 01:52:25,198 semantic_segmentation INFO: Iters: 81000/150000 || Lr: 0.009943 || Task Loss: 0.1633 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:42:09 || Estimated Time: 1 day, 8:07:01
2023-08-06 01:52:42,010 semantic_segmentation INFO: Iters: 81010/150000 || Lr: 0.009942 || Task Loss: 0.1936 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:42:26 || Estimated Time: 1 day, 8:06:44
2023-08-06 01:52:58,855 semantic_segmentation INFO: Iters: 81020/150000 || Lr: 0.009940 || Task Loss: 0.2044 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:42:43 || Estimated Time: 1 day, 8:06:27
2023-08-06 01:53:15,713 semantic_segmentation INFO: Iters: 81030/150000 || Lr: 0.009939 || Task Loss: 0.2507 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:43:00 || Estimated Time: 1 day, 8:06:11
2023-08-06 01:53:32,507 semantic_segmentation INFO: Iters: 81040/150000 || Lr: 0.009938 || Task Loss: 0.3780 || KD Loss: 0.1696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:43:17 || Estimated Time: 1 day, 8:05:54
2023-08-06 01:53:49,285 semantic_segmentation INFO: Iters: 81050/150000 || Lr: 0.009937 || Task Loss: 0.1615 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:43:33 || Estimated Time: 1 day, 8:05:37
2023-08-06 01:54:06,085 semantic_segmentation INFO: Iters: 81060/150000 || Lr: 0.009935 || Task Loss: 0.1740 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:43:50 || Estimated Time: 1 day, 8:05:20
2023-08-06 01:54:22,883 semantic_segmentation INFO: Iters: 81070/150000 || Lr: 0.009934 || Task Loss: 0.2487 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:44:07 || Estimated Time: 1 day, 8:05:04
2023-08-06 01:54:39,606 semantic_segmentation INFO: Iters: 81080/150000 || Lr: 0.009933 || Task Loss: 0.2936 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:44:24 || Estimated Time: 1 day, 8:04:47
2023-08-06 01:54:56,405 semantic_segmentation INFO: Iters: 81090/150000 || Lr: 0.009931 || Task Loss: 0.2937 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:44:40 || Estimated Time: 1 day, 8:04:30
2023-08-06 01:55:13,209 semantic_segmentation INFO: Iters: 81100/150000 || Lr: 0.009930 || Task Loss: 0.2155 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:44:57 || Estimated Time: 1 day, 8:04:13
2023-08-06 01:55:29,968 semantic_segmentation INFO: Iters: 81110/150000 || Lr: 0.009929 || Task Loss: 0.2397 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:45:14 || Estimated Time: 1 day, 8:03:57
2023-08-06 01:55:46,747 semantic_segmentation INFO: Iters: 81120/150000 || Lr: 0.009927 || Task Loss: 0.2594 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:45:31 || Estimated Time: 1 day, 8:03:40
2023-08-06 01:56:03,512 semantic_segmentation INFO: Iters: 81130/150000 || Lr: 0.009926 || Task Loss: 0.2543 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:45:48 || Estimated Time: 1 day, 8:03:23
2023-08-06 01:56:20,303 semantic_segmentation INFO: Iters: 81140/150000 || Lr: 0.009925 || Task Loss: 0.2914 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:46:04 || Estimated Time: 1 day, 8:03:06
2023-08-06 01:56:37,168 semantic_segmentation INFO: Iters: 81150/150000 || Lr: 0.009924 || Task Loss: 0.2419 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:46:21 || Estimated Time: 1 day, 8:02:50
2023-08-06 01:56:53,965 semantic_segmentation INFO: Iters: 81160/150000 || Lr: 0.009922 || Task Loss: 0.2628 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:46:38 || Estimated Time: 1 day, 8:02:33
2023-08-06 01:57:10,772 semantic_segmentation INFO: Iters: 81170/150000 || Lr: 0.009921 || Task Loss: 0.2613 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:46:55 || Estimated Time: 1 day, 8:02:16
2023-08-06 01:57:27,492 semantic_segmentation INFO: Iters: 81180/150000 || Lr: 0.009920 || Task Loss: 0.2162 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:02:00
2023-08-06 01:57:44,267 semantic_segmentation INFO: Iters: 81190/150000 || Lr: 0.009918 || Task Loss: 0.2230 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 8:01:43
2023-08-06 01:58:01,046 semantic_segmentation INFO: Iters: 81200/150000 || Lr: 0.009917 || Task Loss: 0.2281 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:47:45 || Estimated Time: 1 day, 8:01:26
2023-08-06 01:58:17,788 semantic_segmentation INFO: Iters: 81210/150000 || Lr: 0.009916 || Task Loss: 0.2337 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:48:02 || Estimated Time: 1 day, 8:01:09
2023-08-06 01:58:34,528 semantic_segmentation INFO: Iters: 81220/150000 || Lr: 0.009914 || Task Loss: 0.4326 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:48:19 || Estimated Time: 1 day, 8:00:53
2023-08-06 01:58:51,187 semantic_segmentation INFO: Iters: 81230/150000 || Lr: 0.009913 || Task Loss: 0.2688 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:48:35 || Estimated Time: 1 day, 8:00:36
2023-08-06 01:59:07,975 semantic_segmentation INFO: Iters: 81240/150000 || Lr: 0.009912 || Task Loss: 0.2738 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:48:52 || Estimated Time: 1 day, 8:00:19
2023-08-06 01:59:24,781 semantic_segmentation INFO: Iters: 81250/150000 || Lr: 0.009911 || Task Loss: 0.2271 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:49:09 || Estimated Time: 1 day, 8:00:02
2023-08-06 01:59:41,556 semantic_segmentation INFO: Iters: 81260/150000 || Lr: 0.009909 || Task Loss: 0.1949 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:49:26 || Estimated Time: 1 day, 7:59:46
2023-08-06 01:59:58,334 semantic_segmentation INFO: Iters: 81270/150000 || Lr: 0.009908 || Task Loss: 0.3025 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:49:42 || Estimated Time: 1 day, 7:59:29
2023-08-06 02:00:15,082 semantic_segmentation INFO: Iters: 81280/150000 || Lr: 0.009907 || Task Loss: 0.4179 || KD Loss: 0.1756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:49:59 || Estimated Time: 1 day, 7:59:12
2023-08-06 02:00:31,885 semantic_segmentation INFO: Iters: 81290/150000 || Lr: 0.009905 || Task Loss: 0.5586 || KD Loss: 0.2838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:50:16 || Estimated Time: 1 day, 7:58:55
2023-08-06 02:00:48,804 semantic_segmentation INFO: Iters: 81300/150000 || Lr: 0.009904 || Task Loss: 0.2316 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:50:33 || Estimated Time: 1 day, 7:58:39
2023-08-06 02:01:05,677 semantic_segmentation INFO: Iters: 81310/150000 || Lr: 0.009903 || Task Loss: 0.3913 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:50:50 || Estimated Time: 1 day, 7:58:22
2023-08-06 02:01:22,515 semantic_segmentation INFO: Iters: 81320/150000 || Lr: 0.009901 || Task Loss: 0.3425 || KD Loss: 0.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:51:07 || Estimated Time: 1 day, 7:58:05
2023-08-06 02:01:39,323 semantic_segmentation INFO: Iters: 81330/150000 || Lr: 0.009900 || Task Loss: 0.2194 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:51:23 || Estimated Time: 1 day, 7:57:49
2023-08-06 02:01:56,168 semantic_segmentation INFO: Iters: 81340/150000 || Lr: 0.009899 || Task Loss: 0.3432 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:51:40 || Estimated Time: 1 day, 7:57:32
2023-08-06 02:02:13,098 semantic_segmentation INFO: Iters: 81350/150000 || Lr: 0.009898 || Task Loss: 0.3486 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:51:57 || Estimated Time: 1 day, 7:57:15
2023-08-06 02:02:29,904 semantic_segmentation INFO: Iters: 81360/150000 || Lr: 0.009896 || Task Loss: 0.1142 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:52:14 || Estimated Time: 1 day, 7:56:59
2023-08-06 02:02:46,758 semantic_segmentation INFO: Iters: 81370/150000 || Lr: 0.009895 || Task Loss: 0.2163 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:52:31 || Estimated Time: 1 day, 7:56:42
2023-08-06 02:03:03,617 semantic_segmentation INFO: Iters: 81380/150000 || Lr: 0.009894 || Task Loss: 0.2902 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:52:48 || Estimated Time: 1 day, 7:56:25
2023-08-06 02:03:20,458 semantic_segmentation INFO: Iters: 81390/150000 || Lr: 0.009892 || Task Loss: 0.3030 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:53:04 || Estimated Time: 1 day, 7:56:09
2023-08-06 02:03:37,285 semantic_segmentation INFO: Iters: 81400/150000 || Lr: 0.009891 || Task Loss: 0.1970 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:53:21 || Estimated Time: 1 day, 7:55:52
2023-08-06 02:03:54,129 semantic_segmentation INFO: Iters: 81410/150000 || Lr: 0.009890 || Task Loss: 0.1450 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:53:38 || Estimated Time: 1 day, 7:55:35
2023-08-06 02:04:10,943 semantic_segmentation INFO: Iters: 81420/150000 || Lr: 0.009889 || Task Loss: 0.2301 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:53:55 || Estimated Time: 1 day, 7:55:19
2023-08-06 02:04:27,787 semantic_segmentation INFO: Iters: 81430/150000 || Lr: 0.009887 || Task Loss: 0.3194 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:54:12 || Estimated Time: 1 day, 7:55:02
2023-08-06 02:04:44,610 semantic_segmentation INFO: Iters: 81440/150000 || Lr: 0.009886 || Task Loss: 0.2462 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:54:29 || Estimated Time: 1 day, 7:54:45
2023-08-06 02:05:01,445 semantic_segmentation INFO: Iters: 81450/150000 || Lr: 0.009885 || Task Loss: 0.2126 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:54:45 || Estimated Time: 1 day, 7:54:28
2023-08-06 02:05:18,188 semantic_segmentation INFO: Iters: 81460/150000 || Lr: 0.009883 || Task Loss: 0.2455 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:55:02 || Estimated Time: 1 day, 7:54:12
2023-08-06 02:05:35,033 semantic_segmentation INFO: Iters: 81470/150000 || Lr: 0.009882 || Task Loss: 0.2626 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:53:55
2023-08-06 02:05:51,844 semantic_segmentation INFO: Iters: 81480/150000 || Lr: 0.009881 || Task Loss: 0.2153 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:55:36 || Estimated Time: 1 day, 7:53:38
2023-08-06 02:06:08,648 semantic_segmentation INFO: Iters: 81490/150000 || Lr: 0.009879 || Task Loss: 0.3490 || KD Loss: 0.1491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:55:53 || Estimated Time: 1 day, 7:53:22
2023-08-06 02:06:25,438 semantic_segmentation INFO: Iters: 81500/150000 || Lr: 0.009878 || Task Loss: 0.3405 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:56:09 || Estimated Time: 1 day, 7:53:05
2023-08-06 02:06:42,219 semantic_segmentation INFO: Iters: 81510/150000 || Lr: 0.009877 || Task Loss: 0.2324 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:56:26 || Estimated Time: 1 day, 7:52:48
2023-08-06 02:06:59,014 semantic_segmentation INFO: Iters: 81520/150000 || Lr: 0.009876 || Task Loss: 0.2375 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:56:43 || Estimated Time: 1 day, 7:52:31
2023-08-06 02:07:15,752 semantic_segmentation INFO: Iters: 81530/150000 || Lr: 0.009874 || Task Loss: 0.2482 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:57:00 || Estimated Time: 1 day, 7:52:15
2023-08-06 02:07:32,513 semantic_segmentation INFO: Iters: 81540/150000 || Lr: 0.009873 || Task Loss: 0.2189 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:57:17 || Estimated Time: 1 day, 7:51:58
2023-08-06 02:07:49,455 semantic_segmentation INFO: Iters: 81550/150000 || Lr: 0.009872 || Task Loss: 0.3093 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:57:33 || Estimated Time: 1 day, 7:51:41
2023-08-06 02:08:06,417 semantic_segmentation INFO: Iters: 81560/150000 || Lr: 0.009870 || Task Loss: 0.2433 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:57:50 || Estimated Time: 1 day, 7:51:25
2023-08-06 02:08:23,255 semantic_segmentation INFO: Iters: 81570/150000 || Lr: 0.009869 || Task Loss: 0.2812 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:58:07 || Estimated Time: 1 day, 7:51:08
2023-08-06 02:08:40,049 semantic_segmentation INFO: Iters: 81580/150000 || Lr: 0.009868 || Task Loss: 0.3380 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:58:24 || Estimated Time: 1 day, 7:50:51
2023-08-06 02:08:56,784 semantic_segmentation INFO: Iters: 81590/150000 || Lr: 0.009866 || Task Loss: 0.2588 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:58:41 || Estimated Time: 1 day, 7:50:34
2023-08-06 02:09:13,551 semantic_segmentation INFO: Iters: 81600/150000 || Lr: 0.009865 || Task Loss: 0.5603 || KD Loss: 0.2420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:58:58 || Estimated Time: 1 day, 7:50:18
2023-08-06 02:09:13,631 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 02:09:14,491 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.399
2023-08-06 02:09:14,609 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.495
2023-08-06 02:09:14,730 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.513
2023-08-06 02:09:14,853 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.534
2023-08-06 02:09:14,979 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.525
2023-08-06 02:09:15,103 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.530
2023-08-06 02:09:15,227 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.579
2023-08-06 02:09:15,347 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.623
2023-08-06 02:09:15,468 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.672
2023-08-06 02:09:15,589 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.706
2023-08-06 02:09:15,715 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.713
2023-08-06 02:09:15,841 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.729
2023-08-06 02:09:15,962 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.735
2023-08-06 02:09:16,082 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.726
2023-08-06 02:09:16,202 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.697
2023-08-06 02:09:16,320 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.689
2023-08-06 02:09:16,441 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.691
2023-08-06 02:09:16,564 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.690
2023-08-06 02:09:16,688 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.694
2023-08-06 02:09:16,811 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.700
2023-08-06 02:09:16,931 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.703
2023-08-06 02:09:17,051 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 02:09:17,174 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 02:09:17,301 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 02:09:17,425 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-06 02:09:17,545 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 02:09:17,663 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 02:09:17,789 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 02:09:17,914 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.713
2023-08-06 02:09:18,039 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-06 02:09:18,164 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 02:09:18,282 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 02:09:18,405 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 02:09:18,530 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 02:09:18,654 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 02:09:18,776 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 02:09:18,894 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.714
2023-08-06 02:09:19,016 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.713
2023-08-06 02:09:19,141 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-06 02:09:19,263 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-06 02:09:19,383 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-06 02:09:19,502 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-06 02:09:19,626 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.704
2023-08-06 02:09:19,753 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-06 02:09:19,875 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 02:09:19,996 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 02:09:20,117 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-06 02:09:20,238 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.703
2023-08-06 02:09:20,362 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.705
2023-08-06 02:09:20,487 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-06 02:09:20,612 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-06 02:09:20,733 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 02:09:20,851 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 02:09:20,970 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 02:09:21,090 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 02:09:21,211 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 02:09:21,330 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 02:09:21,453 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 02:09:21,576 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 02:09:21,699 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 02:09:21,822 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-06 02:09:21,943 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.730
2023-08-06 02:09:22,069 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-06 02:09:22,199 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-06 02:09:22,318 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.729
2023-08-06 02:09:22,436 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-06 02:09:22,555 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.727
2023-08-06 02:09:22,672 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.725
2023-08-06 02:09:22,789 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.724
2023-08-06 02:09:22,912 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.724
2023-08-06 02:09:23,037 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.724
2023-08-06 02:09:23,160 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.722
2023-08-06 02:09:23,279 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.721
2023-08-06 02:09:23,396 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.720
2023-08-06 02:09:23,521 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.721
2023-08-06 02:09:23,648 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.721
2023-08-06 02:09:23,770 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.720
2023-08-06 02:09:23,893 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.720
2023-08-06 02:09:24,014 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.720
2023-08-06 02:09:24,134 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.721
2023-08-06 02:09:24,253 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 02:09:24,376 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.722
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2023-08-06 02:09:24,737 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.716
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2023-08-06 02:09:25,110 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.716
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2023-08-06 02:09:25,353 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.715
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2023-08-06 02:09:25,595 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.707
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2023-08-06 02:09:25,835 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.707
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2023-08-06 02:09:26,082 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.707
2023-08-06 02:09:26,202 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.706
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2023-08-06 02:09:26,691 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.706
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2023-08-06 02:09:27,049 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.704
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2023-08-06 02:09:28,045 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.704
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2023-08-06 02:09:28,919 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.711
2023-08-06 02:09:29,044 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.710
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2023-08-06 02:09:29,789 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.714
2023-08-06 02:09:29,910 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.716
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2023-08-06 02:09:30,151 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.715
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2023-08-06 02:09:32,002 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.715
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2023-08-06 02:09:32,485 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.715
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2023-08-06 02:09:33,105 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.941, mIoU: 0.717
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2023-08-06 02:10:12,194 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:12,319 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:12,436 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:12,556 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:12,678 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:12,800 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:12,921 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:13,040 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:13,157 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:13,286 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:13,420 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:13,540 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:13,664 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:13,785 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:10:13,905 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 02:10:14,025 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 02:10:14,147 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 02:10:14,268 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:14,386 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 02:10:14,510 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:14,638 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:14,761 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:14,886 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:15,008 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:15,128 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:15,249 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:15,370 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:15,489 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 02:10:32,358 semantic_segmentation INFO: Iters: 81610/150000 || Lr: 0.009864 || Task Loss: 0.3164 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:00:16 || Estimated Time: 1 day, 7:50:53
2023-08-06 02:10:49,072 semantic_segmentation INFO: Iters: 81620/150000 || Lr: 0.009863 || Task Loss: 0.2126 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:00:33 || Estimated Time: 1 day, 7:50:36
2023-08-06 02:11:05,863 semantic_segmentation INFO: Iters: 81630/150000 || Lr: 0.009861 || Task Loss: 0.1866 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:00:50 || Estimated Time: 1 day, 7:50:19
2023-08-06 02:11:22,598 semantic_segmentation INFO: Iters: 81640/150000 || Lr: 0.009860 || Task Loss: 0.1813 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:01:07 || Estimated Time: 1 day, 7:50:03
2023-08-06 02:11:39,406 semantic_segmentation INFO: Iters: 81650/150000 || Lr: 0.009859 || Task Loss: 0.3492 || KD Loss: 0.1684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:01:23 || Estimated Time: 1 day, 7:49:46
2023-08-06 02:11:56,151 semantic_segmentation INFO: Iters: 81660/150000 || Lr: 0.009857 || Task Loss: 0.1677 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:01:40 || Estimated Time: 1 day, 7:49:29
2023-08-06 02:12:12,906 semantic_segmentation INFO: Iters: 81670/150000 || Lr: 0.009856 || Task Loss: 0.1953 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:01:57 || Estimated Time: 1 day, 7:49:12
2023-08-06 02:12:29,655 semantic_segmentation INFO: Iters: 81680/150000 || Lr: 0.009855 || Task Loss: 0.1992 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:02:14 || Estimated Time: 1 day, 7:48:56
2023-08-06 02:12:46,379 semantic_segmentation INFO: Iters: 81690/150000 || Lr: 0.009853 || Task Loss: 0.2751 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:02:30 || Estimated Time: 1 day, 7:48:39
2023-08-06 02:13:03,157 semantic_segmentation INFO: Iters: 81700/150000 || Lr: 0.009852 || Task Loss: 0.6987 || KD Loss: 0.3152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:02:47 || Estimated Time: 1 day, 7:48:22
2023-08-06 02:13:19,887 semantic_segmentation INFO: Iters: 81710/150000 || Lr: 0.009851 || Task Loss: 0.5629 || KD Loss: 0.2222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:03:04 || Estimated Time: 1 day, 7:48:05
2023-08-06 02:13:36,684 semantic_segmentation INFO: Iters: 81720/150000 || Lr: 0.009850 || Task Loss: 0.1476 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:03:21 || Estimated Time: 1 day, 7:47:48
2023-08-06 02:13:53,438 semantic_segmentation INFO: Iters: 81730/150000 || Lr: 0.009848 || Task Loss: 0.2011 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:03:37 || Estimated Time: 1 day, 7:47:32
2023-08-06 02:14:10,246 semantic_segmentation INFO: Iters: 81740/150000 || Lr: 0.009847 || Task Loss: 0.2620 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:03:54 || Estimated Time: 1 day, 7:47:15
2023-08-06 02:14:27,068 semantic_segmentation INFO: Iters: 81750/150000 || Lr: 0.009846 || Task Loss: 0.2986 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:04:11 || Estimated Time: 1 day, 7:46:58
2023-08-06 02:14:43,888 semantic_segmentation INFO: Iters: 81760/150000 || Lr: 0.009844 || Task Loss: 0.3425 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:46:42
2023-08-06 02:15:00,683 semantic_segmentation INFO: Iters: 81770/150000 || Lr: 0.009843 || Task Loss: 0.1752 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:46:25
2023-08-06 02:15:17,512 semantic_segmentation INFO: Iters: 81780/150000 || Lr: 0.009842 || Task Loss: 0.2056 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:05:02 || Estimated Time: 1 day, 7:46:08
2023-08-06 02:15:34,361 semantic_segmentation INFO: Iters: 81790/150000 || Lr: 0.009840 || Task Loss: 0.2940 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:05:18 || Estimated Time: 1 day, 7:45:51
2023-08-06 02:15:51,209 semantic_segmentation INFO: Iters: 81800/150000 || Lr: 0.009839 || Task Loss: 0.2088 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:05:35 || Estimated Time: 1 day, 7:45:35
2023-08-06 02:16:08,086 semantic_segmentation INFO: Iters: 81810/150000 || Lr: 0.009838 || Task Loss: 0.2388 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:05:52 || Estimated Time: 1 day, 7:45:18
2023-08-06 02:16:24,906 semantic_segmentation INFO: Iters: 81820/150000 || Lr: 0.009837 || Task Loss: 0.1301 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:06:09 || Estimated Time: 1 day, 7:45:01
2023-08-06 02:16:41,746 semantic_segmentation INFO: Iters: 81830/150000 || Lr: 0.009835 || Task Loss: 0.2414 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:06:26 || Estimated Time: 1 day, 7:44:45
2023-08-06 02:16:58,604 semantic_segmentation INFO: Iters: 81840/150000 || Lr: 0.009834 || Task Loss: 0.2274 || KD Loss: 0.1323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:06:43 || Estimated Time: 1 day, 7:44:28
2023-08-06 02:17:15,472 semantic_segmentation INFO: Iters: 81850/150000 || Lr: 0.009833 || Task Loss: 0.2216 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:07:00 || Estimated Time: 1 day, 7:44:11
2023-08-06 02:17:32,277 semantic_segmentation INFO: Iters: 81860/150000 || Lr: 0.009831 || Task Loss: 0.2668 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:07:16 || Estimated Time: 1 day, 7:43:55
2023-08-06 02:17:49,125 semantic_segmentation INFO: Iters: 81870/150000 || Lr: 0.009830 || Task Loss: 0.3746 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:07:33 || Estimated Time: 1 day, 7:43:38
2023-08-06 02:18:05,965 semantic_segmentation INFO: Iters: 81880/150000 || Lr: 0.009829 || Task Loss: 0.1984 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:07:50 || Estimated Time: 1 day, 7:43:21
2023-08-06 02:18:22,785 semantic_segmentation INFO: Iters: 81890/150000 || Lr: 0.009828 || Task Loss: 0.2311 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:08:07 || Estimated Time: 1 day, 7:43:04
2023-08-06 02:18:39,650 semantic_segmentation INFO: Iters: 81900/150000 || Lr: 0.009826 || Task Loss: 0.2408 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:08:24 || Estimated Time: 1 day, 7:42:48
2023-08-06 02:18:56,433 semantic_segmentation INFO: Iters: 81910/150000 || Lr: 0.009825 || Task Loss: 0.1795 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:08:40 || Estimated Time: 1 day, 7:42:31
2023-08-06 02:19:13,240 semantic_segmentation INFO: Iters: 81920/150000 || Lr: 0.009824 || Task Loss: 0.2645 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:08:57 || Estimated Time: 1 day, 7:42:14
2023-08-06 02:19:30,085 semantic_segmentation INFO: Iters: 81930/150000 || Lr: 0.009822 || Task Loss: 0.2807 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:09:14 || Estimated Time: 1 day, 7:41:58
2023-08-06 02:19:46,824 semantic_segmentation INFO: Iters: 81940/150000 || Lr: 0.009821 || Task Loss: 0.3039 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:09:31 || Estimated Time: 1 day, 7:41:41
2023-08-06 02:20:03,632 semantic_segmentation INFO: Iters: 81950/150000 || Lr: 0.009820 || Task Loss: 0.2769 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:09:48 || Estimated Time: 1 day, 7:41:24
2023-08-06 02:20:20,411 semantic_segmentation INFO: Iters: 81960/150000 || Lr: 0.009818 || Task Loss: 0.2178 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:10:04 || Estimated Time: 1 day, 7:41:07
2023-08-06 02:20:37,218 semantic_segmentation INFO: Iters: 81970/150000 || Lr: 0.009817 || Task Loss: 0.2528 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:10:21 || Estimated Time: 1 day, 7:40:51
2023-08-06 02:20:53,990 semantic_segmentation INFO: Iters: 81980/150000 || Lr: 0.009816 || Task Loss: 0.2860 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:40:34
2023-08-06 02:21:10,743 semantic_segmentation INFO: Iters: 81990/150000 || Lr: 0.009815 || Task Loss: 0.1944 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:10:55 || Estimated Time: 1 day, 7:40:17
2023-08-06 02:21:27,551 semantic_segmentation INFO: Iters: 82000/150000 || Lr: 0.009813 || Task Loss: 0.3129 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:11:12 || Estimated Time: 1 day, 7:40:00
2023-08-06 02:21:44,330 semantic_segmentation INFO: Iters: 82010/150000 || Lr: 0.009812 || Task Loss: 0.3268 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:11:28 || Estimated Time: 1 day, 7:39:44
2023-08-06 02:22:01,083 semantic_segmentation INFO: Iters: 82020/150000 || Lr: 0.009811 || Task Loss: 0.2566 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:11:45 || Estimated Time: 1 day, 7:39:27
2023-08-06 02:22:17,822 semantic_segmentation INFO: Iters: 82030/150000 || Lr: 0.009809 || Task Loss: 0.2574 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:12:02 || Estimated Time: 1 day, 7:39:10
2023-08-06 02:22:34,602 semantic_segmentation INFO: Iters: 82040/150000 || Lr: 0.009808 || Task Loss: 0.2352 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:12:19 || Estimated Time: 1 day, 7:38:53
2023-08-06 02:22:51,359 semantic_segmentation INFO: Iters: 82050/150000 || Lr: 0.009807 || Task Loss: 0.3259 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:12:35 || Estimated Time: 1 day, 7:38:36
2023-08-06 02:23:08,129 semantic_segmentation INFO: Iters: 82060/150000 || Lr: 0.009805 || Task Loss: 0.1863 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:12:52 || Estimated Time: 1 day, 7:38:20
2023-08-06 02:23:24,821 semantic_segmentation INFO: Iters: 82070/150000 || Lr: 0.009804 || Task Loss: 0.1729 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:13:09 || Estimated Time: 1 day, 7:38:03
2023-08-06 02:23:41,578 semantic_segmentation INFO: Iters: 82080/150000 || Lr: 0.009803 || Task Loss: 0.3050 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:13:26 || Estimated Time: 1 day, 7:37:46
2023-08-06 02:23:58,374 semantic_segmentation INFO: Iters: 82090/150000 || Lr: 0.009802 || Task Loss: 0.2348 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:13:42 || Estimated Time: 1 day, 7:37:29
2023-08-06 02:24:15,118 semantic_segmentation INFO: Iters: 82100/150000 || Lr: 0.009800 || Task Loss: 0.1939 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:13:59 || Estimated Time: 1 day, 7:37:13
2023-08-06 02:24:31,898 semantic_segmentation INFO: Iters: 82110/150000 || Lr: 0.009799 || Task Loss: 0.1843 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:14:16 || Estimated Time: 1 day, 7:36:56
2023-08-06 02:24:48,641 semantic_segmentation INFO: Iters: 82120/150000 || Lr: 0.009798 || Task Loss: 0.2435 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:14:33 || Estimated Time: 1 day, 7:36:39
2023-08-06 02:25:05,415 semantic_segmentation INFO: Iters: 82130/150000 || Lr: 0.009796 || Task Loss: 0.3642 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:14:49 || Estimated Time: 1 day, 7:36:22
2023-08-06 02:25:22,187 semantic_segmentation INFO: Iters: 82140/150000 || Lr: 0.009795 || Task Loss: 0.3119 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:15:06 || Estimated Time: 1 day, 7:36:06
2023-08-06 02:25:38,983 semantic_segmentation INFO: Iters: 82150/150000 || Lr: 0.009794 || Task Loss: 0.2531 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:15:23 || Estimated Time: 1 day, 7:35:49
2023-08-06 02:25:55,807 semantic_segmentation INFO: Iters: 82160/150000 || Lr: 0.009792 || Task Loss: 0.2176 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:15:40 || Estimated Time: 1 day, 7:35:32
2023-08-06 02:26:12,621 semantic_segmentation INFO: Iters: 82170/150000 || Lr: 0.009791 || Task Loss: 0.2581 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:15:57 || Estimated Time: 1 day, 7:35:15
2023-08-06 02:26:29,416 semantic_segmentation INFO: Iters: 82180/150000 || Lr: 0.009790 || Task Loss: 0.3264 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:16:13 || Estimated Time: 1 day, 7:34:59
2023-08-06 02:26:46,251 semantic_segmentation INFO: Iters: 82190/150000 || Lr: 0.009789 || Task Loss: 0.1717 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:16:30 || Estimated Time: 1 day, 7:34:42
2023-08-06 02:27:03,066 semantic_segmentation INFO: Iters: 82200/150000 || Lr: 0.009787 || Task Loss: 0.2873 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:16:47 || Estimated Time: 1 day, 7:34:25
2023-08-06 02:27:19,955 semantic_segmentation INFO: Iters: 82210/150000 || Lr: 0.009786 || Task Loss: 0.1674 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:17:04 || Estimated Time: 1 day, 7:34:08
2023-08-06 02:27:36,845 semantic_segmentation INFO: Iters: 82220/150000 || Lr: 0.009785 || Task Loss: 0.3011 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:17:21 || Estimated Time: 1 day, 7:33:52
2023-08-06 02:27:53,674 semantic_segmentation INFO: Iters: 82230/150000 || Lr: 0.009783 || Task Loss: 0.1993 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:17:38 || Estimated Time: 1 day, 7:33:35
2023-08-06 02:28:10,428 semantic_segmentation INFO: Iters: 82240/150000 || Lr: 0.009782 || Task Loss: 0.2459 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:17:54 || Estimated Time: 1 day, 7:33:18
2023-08-06 02:28:27,267 semantic_segmentation INFO: Iters: 82250/150000 || Lr: 0.009781 || Task Loss: 0.2469 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:18:11 || Estimated Time: 1 day, 7:33:02
2023-08-06 02:28:44,147 semantic_segmentation INFO: Iters: 82260/150000 || Lr: 0.009779 || Task Loss: 0.2752 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:32:45
2023-08-06 02:29:00,906 semantic_segmentation INFO: Iters: 82270/150000 || Lr: 0.009778 || Task Loss: 0.2701 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:18:45 || Estimated Time: 1 day, 7:32:28
2023-08-06 02:29:17,707 semantic_segmentation INFO: Iters: 82280/150000 || Lr: 0.009777 || Task Loss: 0.2547 || KD Loss: 0.1097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:19:02 || Estimated Time: 1 day, 7:32:11
2023-08-06 02:29:34,446 semantic_segmentation INFO: Iters: 82290/150000 || Lr: 0.009776 || Task Loss: 0.1737 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:19:18 || Estimated Time: 1 day, 7:31:55
2023-08-06 02:29:51,278 semantic_segmentation INFO: Iters: 82300/150000 || Lr: 0.009774 || Task Loss: 0.1445 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:19:35 || Estimated Time: 1 day, 7:31:38
2023-08-06 02:30:08,054 semantic_segmentation INFO: Iters: 82310/150000 || Lr: 0.009773 || Task Loss: 0.3460 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:19:52 || Estimated Time: 1 day, 7:31:21
2023-08-06 02:30:24,793 semantic_segmentation INFO: Iters: 82320/150000 || Lr: 0.009772 || Task Loss: 0.2984 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:20:09 || Estimated Time: 1 day, 7:31:04
2023-08-06 02:30:41,599 semantic_segmentation INFO: Iters: 82330/150000 || Lr: 0.009770 || Task Loss: 0.1910 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:20:26 || Estimated Time: 1 day, 7:30:48
2023-08-06 02:30:58,370 semantic_segmentation INFO: Iters: 82340/150000 || Lr: 0.009769 || Task Loss: 0.2406 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:20:42 || Estimated Time: 1 day, 7:30:31
2023-08-06 02:31:15,188 semantic_segmentation INFO: Iters: 82350/150000 || Lr: 0.009768 || Task Loss: 0.1968 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:20:59 || Estimated Time: 1 day, 7:30:14
2023-08-06 02:31:31,960 semantic_segmentation INFO: Iters: 82360/150000 || Lr: 0.009766 || Task Loss: 0.2793 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:21:16 || Estimated Time: 1 day, 7:29:57
2023-08-06 02:31:48,686 semantic_segmentation INFO: Iters: 82370/150000 || Lr: 0.009765 || Task Loss: 0.2683 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:21:33 || Estimated Time: 1 day, 7:29:41
2023-08-06 02:32:05,467 semantic_segmentation INFO: Iters: 82380/150000 || Lr: 0.009764 || Task Loss: 0.2361 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:21:50 || Estimated Time: 1 day, 7:29:24
2023-08-06 02:32:22,334 semantic_segmentation INFO: Iters: 82390/150000 || Lr: 0.009763 || Task Loss: 0.2303 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:22:06 || Estimated Time: 1 day, 7:29:07
2023-08-06 02:32:39,276 semantic_segmentation INFO: Iters: 82400/150000 || Lr: 0.009761 || Task Loss: 0.3219 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:22:23 || Estimated Time: 1 day, 7:28:51
2023-08-06 02:32:39,363 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 02:32:40,204 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.965, mIoU: 0.399
2023-08-06 02:32:40,356 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.494
2023-08-06 02:32:40,507 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.515
2023-08-06 02:32:40,636 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.539
2023-08-06 02:32:40,759 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.533
2023-08-06 02:32:40,882 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.532
2023-08-06 02:32:41,018 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.564
2023-08-06 02:32:41,140 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.567
2023-08-06 02:32:41,265 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.610
2023-08-06 02:32:41,385 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.644
2023-08-06 02:32:41,514 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.656
2023-08-06 02:32:41,633 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.667
2023-08-06 02:32:41,756 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.677
2023-08-06 02:32:41,876 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.672
2023-08-06 02:32:42,000 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.669
2023-08-06 02:32:42,121 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.659
2023-08-06 02:32:42,243 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.660
2023-08-06 02:32:42,367 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.662
2023-08-06 02:32:42,496 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.666
2023-08-06 02:32:42,613 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.672
2023-08-06 02:32:42,736 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.676
2023-08-06 02:32:42,858 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-06 02:32:42,985 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.702
2023-08-06 02:32:43,105 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.710
2023-08-06 02:32:43,222 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 02:32:43,345 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-06 02:32:43,480 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 02:32:43,604 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 02:32:43,731 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.707
2023-08-06 02:32:43,854 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.706
2023-08-06 02:32:43,979 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.703
2023-08-06 02:32:44,098 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-06 02:32:44,218 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-06 02:32:44,340 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.701
2023-08-06 02:32:44,470 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.703
2023-08-06 02:32:44,591 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.703
2023-08-06 02:32:44,711 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-06 02:32:44,831 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-06 02:32:44,955 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-06 02:32:45,072 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-06 02:32:45,195 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.695
2023-08-06 02:32:45,318 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-06 02:32:45,445 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-06 02:32:45,564 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.697
2023-08-06 02:32:45,682 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-06 02:32:45,808 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-06 02:32:45,934 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.697
2023-08-06 02:32:46,060 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.696
2023-08-06 02:32:46,181 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-06 02:32:46,301 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.703
2023-08-06 02:32:46,424 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.702
2023-08-06 02:32:46,548 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.707
2023-08-06 02:32:46,671 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 02:32:46,793 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.708
2023-08-06 02:32:46,916 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.707
2023-08-06 02:32:47,042 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.711
2023-08-06 02:32:47,164 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.712
2023-08-06 02:32:47,287 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 02:32:47,408 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 02:32:47,532 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.721
2023-08-06 02:32:47,654 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 02:32:47,778 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 02:32:47,902 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 02:32:48,029 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-06 02:32:48,150 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-06 02:32:48,275 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-06 02:32:48,397 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.726
2023-08-06 02:32:48,524 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.726
2023-08-06 02:32:48,648 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.724
2023-08-06 02:32:48,772 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.724
2023-08-06 02:32:48,896 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.724
2023-08-06 02:32:49,026 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 02:32:49,151 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.716
2023-08-06 02:32:49,275 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.715
2023-08-06 02:32:49,401 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 02:32:49,534 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 02:32:49,659 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 02:32:49,779 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 02:32:49,900 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.716
2023-08-06 02:32:50,027 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 02:32:50,148 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 02:32:50,269 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 02:32:50,387 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 02:32:50,518 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.716
2023-08-06 02:32:50,645 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-06 02:32:50,768 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-06 02:32:50,891 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-06 02:32:51,018 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-06 02:32:51,140 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-06 02:32:51,261 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-06 02:32:51,381 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-06 02:32:51,506 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.710
2023-08-06 02:32:51,623 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:51,747 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:51,874 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-06 02:32:52,005 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-06 02:32:52,130 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-06 02:32:52,251 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-06 02:32:52,373 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-06 02:32:52,502 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:52,629 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-06 02:32:52,750 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:52,878 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.706
2023-08-06 02:32:53,006 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.706
2023-08-06 02:32:53,127 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.706
2023-08-06 02:32:53,245 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:53,373 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:53,516 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-06 02:32:53,637 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-06 02:32:53,757 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:53,876 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:54,008 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-06 02:32:54,135 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:54,260 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:54,386 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:54,519 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:54,644 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.711
2023-08-06 02:32:54,768 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.712
2023-08-06 02:32:54,889 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-06 02:32:55,018 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-06 02:32:55,145 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-06 02:32:55,272 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-06 02:32:55,395 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.707
2023-08-06 02:32:55,523 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.710
2023-08-06 02:32:55,644 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-06 02:32:55,765 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.711
2023-08-06 02:32:55,886 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.712
2023-08-06 02:32:56,013 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.712
2023-08-06 02:32:56,131 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.711
2023-08-06 02:32:56,255 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.711
2023-08-06 02:32:56,384 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-06 02:32:56,515 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-06 02:32:56,640 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.710
2023-08-06 02:32:56,766 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.710
2023-08-06 02:32:56,892 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:57,025 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:57,151 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-06 02:32:57,273 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:57,396 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.940, mIoU: 0.710
2023-08-06 02:32:57,520 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-06 02:32:57,639 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-06 02:32:57,757 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.711
2023-08-06 02:32:57,879 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.708
2023-08-06 02:32:58,010 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.708
2023-08-06 02:32:58,135 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.708
2023-08-06 02:32:58,262 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-06 02:32:58,383 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-06 02:32:58,510 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:58,631 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.940, mIoU: 0.708
2023-08-06 02:32:58,751 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.708
2023-08-06 02:32:58,871 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.708
2023-08-06 02:32:58,995 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.708
2023-08-06 02:32:59,120 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:59,247 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:59,372 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:59,503 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-06 02:32:59,624 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-06 02:32:59,745 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-06 02:32:59,867 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-06 02:32:59,995 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.941, mIoU: 0.709
2023-08-06 02:33:00,114 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.941, mIoU: 0.708
2023-08-06 02:33:00,230 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-06 02:33:00,353 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-06 02:33:00,484 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-06 02:33:00,606 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-06 02:33:00,727 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-06 02:33:00,846 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.941, mIoU: 0.706
2023-08-06 02:33:00,972 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.941, mIoU: 0.706
2023-08-06 02:33:01,091 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 02:33:01,210 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 02:33:01,330 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.941, mIoU: 0.706
2023-08-06 02:33:01,447 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.941, mIoU: 0.706
2023-08-06 02:33:01,572 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 02:33:01,702 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.942, mIoU: 0.705
2023-08-06 02:33:01,824 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 02:33:01,948 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 02:33:02,071 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 02:33:02,192 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 02:33:02,314 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 02:33:02,436 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.941, mIoU: 0.705
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2023-08-06 02:33:26,682 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-06 02:33:26,803 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-06 02:33:26,922 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-06 02:33:27,040 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-06 02:33:27,167 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-06 02:33:27,301 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.944, mIoU: 0.707
2023-08-06 02:33:27,421 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-06 02:33:27,544 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-06 02:33:27,665 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.945, mIoU: 0.707
2023-08-06 02:33:27,786 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 02:33:27,906 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 02:33:28,028 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 02:33:28,150 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 02:33:28,268 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 02:33:28,391 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-06 02:33:28,517 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-06 02:33:28,642 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-06 02:33:28,766 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-06 02:33:28,888 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-06 02:33:29,009 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-06 02:33:29,130 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:29,251 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:29,371 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:29,488 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:29,613 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:29,742 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:29,865 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:29,986 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:30,105 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:30,225 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 02:33:30,345 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 02:33:30,472 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 02:33:30,600 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 02:33:30,723 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 02:33:30,845 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 02:33:30,967 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 02:33:31,091 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 02:33:31,215 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 02:33:31,337 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 02:33:31,460 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 02:33:31,586 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 02:33:31,709 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:31,831 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:31,951 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:32,079 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:32,214 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:32,333 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:32,453 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:32,571 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:32,695 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:32,821 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:32,945 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:33,069 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:33,192 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:33,312 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:33,434 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:33,555 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 02:33:33,676 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-06 02:33:33,796 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:33,924 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:34,059 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:34,181 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:34,303 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:34,425 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:34,550 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:34,678 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:34,804 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:34,929 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:35,050 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:35,173 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:35,295 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:35,416 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:35,538 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:35,659 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:35,787 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:35,915 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:36,042 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:33:36,169 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.712
2023-08-06 02:33:36,298 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 02:33:36,422 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 02:33:36,546 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 02:33:36,669 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 02:33:36,792 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 02:33:36,915 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:37,042 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:37,167 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:37,290 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:37,415 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:37,543 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:37,664 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:37,783 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:37,901 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:38,027 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:38,156 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:38,278 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:38,402 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:38,522 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:38,642 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:38,761 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:38,884 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 02:33:39,006 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:39,124 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:39,250 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:39,383 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:39,505 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:39,629 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 02:33:39,752 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:39,871 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:39,990 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:40,109 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:40,227 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:33:40,345 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:40,472 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:40,605 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:40,726 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 02:33:40,846 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 02:33:40,966 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 02:33:41,089 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:41,215 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:41,339 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:41,463 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:41,584 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:41,709 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:41,832 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 02:33:58,715 semantic_segmentation INFO: Iters: 82410/150000 || Lr: 0.009760 || Task Loss: 0.2873 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:23:43 || Estimated Time: 1 day, 7:29:25
2023-08-06 02:34:15,455 semantic_segmentation INFO: Iters: 82420/150000 || Lr: 0.009759 || Task Loss: 0.2607 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:23:59 || Estimated Time: 1 day, 7:29:08
2023-08-06 02:34:32,187 semantic_segmentation INFO: Iters: 82430/150000 || Lr: 0.009757 || Task Loss: 0.4343 || KD Loss: 0.1722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:24:16 || Estimated Time: 1 day, 7:28:52
2023-08-06 02:34:48,944 semantic_segmentation INFO: Iters: 82440/150000 || Lr: 0.009756 || Task Loss: 0.4254 || KD Loss: 0.1905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:24:33 || Estimated Time: 1 day, 7:28:35
2023-08-06 02:35:05,759 semantic_segmentation INFO: Iters: 82450/150000 || Lr: 0.009755 || Task Loss: 0.1301 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:24:50 || Estimated Time: 1 day, 7:28:18
2023-08-06 02:35:22,476 semantic_segmentation INFO: Iters: 82460/150000 || Lr: 0.009753 || Task Loss: 0.2162 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:25:07 || Estimated Time: 1 day, 7:28:01
2023-08-06 02:35:39,218 semantic_segmentation INFO: Iters: 82470/150000 || Lr: 0.009752 || Task Loss: 0.3689 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:25:23 || Estimated Time: 1 day, 7:27:45
2023-08-06 02:35:55,999 semantic_segmentation INFO: Iters: 82480/150000 || Lr: 0.009751 || Task Loss: 0.2334 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:25:40 || Estimated Time: 1 day, 7:27:28
2023-08-06 02:36:12,788 semantic_segmentation INFO: Iters: 82490/150000 || Lr: 0.009750 || Task Loss: 0.2811 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:25:57 || Estimated Time: 1 day, 7:27:11
2023-08-06 02:36:29,544 semantic_segmentation INFO: Iters: 82500/150000 || Lr: 0.009748 || Task Loss: 0.2186 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:26:14 || Estimated Time: 1 day, 7:26:54
2023-08-06 02:36:46,336 semantic_segmentation INFO: Iters: 82510/150000 || Lr: 0.009747 || Task Loss: 0.2513 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:26:30 || Estimated Time: 1 day, 7:26:37
2023-08-06 02:37:03,114 semantic_segmentation INFO: Iters: 82520/150000 || Lr: 0.009746 || Task Loss: 0.1909 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:26:47 || Estimated Time: 1 day, 7:26:21
2023-08-06 02:37:19,815 semantic_segmentation INFO: Iters: 82530/150000 || Lr: 0.009744 || Task Loss: 0.3770 || KD Loss: 0.1686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:27:04 || Estimated Time: 1 day, 7:26:04
2023-08-06 02:37:36,565 semantic_segmentation INFO: Iters: 82540/150000 || Lr: 0.009743 || Task Loss: 0.1476 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:25:47
2023-08-06 02:37:53,322 semantic_segmentation INFO: Iters: 82550/150000 || Lr: 0.009742 || Task Loss: 0.3614 || KD Loss: 0.1132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:25:30
2023-08-06 02:38:10,150 semantic_segmentation INFO: Iters: 82560/150000 || Lr: 0.009740 || Task Loss: 0.2520 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:27:54 || Estimated Time: 1 day, 7:25:14
2023-08-06 02:38:26,943 semantic_segmentation INFO: Iters: 82570/150000 || Lr: 0.009739 || Task Loss: 0.2585 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:28:11 || Estimated Time: 1 day, 7:24:57
2023-08-06 02:38:43,793 semantic_segmentation INFO: Iters: 82580/150000 || Lr: 0.009738 || Task Loss: 0.2122 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:28:28 || Estimated Time: 1 day, 7:24:40
2023-08-06 02:39:00,677 semantic_segmentation INFO: Iters: 82590/150000 || Lr: 0.009737 || Task Loss: 0.1941 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:28:45 || Estimated Time: 1 day, 7:24:23
2023-08-06 02:39:17,526 semantic_segmentation INFO: Iters: 82600/150000 || Lr: 0.009735 || Task Loss: 0.1849 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:29:02 || Estimated Time: 1 day, 7:24:07
2023-08-06 02:39:34,387 semantic_segmentation INFO: Iters: 82610/150000 || Lr: 0.009734 || Task Loss: 0.2443 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:29:18 || Estimated Time: 1 day, 7:23:50
2023-08-06 02:39:51,253 semantic_segmentation INFO: Iters: 82620/150000 || Lr: 0.009733 || Task Loss: 0.3022 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:29:35 || Estimated Time: 1 day, 7:23:33
2023-08-06 02:40:08,108 semantic_segmentation INFO: Iters: 82630/150000 || Lr: 0.009731 || Task Loss: 0.2134 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:29:52 || Estimated Time: 1 day, 7:23:17
2023-08-06 02:40:25,023 semantic_segmentation INFO: Iters: 82640/150000 || Lr: 0.009730 || Task Loss: 0.2302 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:30:09 || Estimated Time: 1 day, 7:23:00
2023-08-06 02:40:41,846 semantic_segmentation INFO: Iters: 82650/150000 || Lr: 0.009729 || Task Loss: 0.1861 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:30:26 || Estimated Time: 1 day, 7:22:43
2023-08-06 02:40:58,699 semantic_segmentation INFO: Iters: 82660/150000 || Lr: 0.009727 || Task Loss: 0.2564 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:30:43 || Estimated Time: 1 day, 7:22:26
2023-08-06 02:41:15,474 semantic_segmentation INFO: Iters: 82670/150000 || Lr: 0.009726 || Task Loss: 0.2249 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:00 || Estimated Time: 1 day, 7:22:10
2023-08-06 02:41:32,272 semantic_segmentation INFO: Iters: 82680/150000 || Lr: 0.009725 || Task Loss: 0.1937 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:16 || Estimated Time: 1 day, 7:21:53
2023-08-06 02:41:49,062 semantic_segmentation INFO: Iters: 82690/150000 || Lr: 0.009724 || Task Loss: 0.3338 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:33 || Estimated Time: 1 day, 7:21:36
2023-08-06 02:42:05,847 semantic_segmentation INFO: Iters: 82700/150000 || Lr: 0.009722 || Task Loss: 0.1770 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:50 || Estimated Time: 1 day, 7:21:19
2023-08-06 02:42:22,701 semantic_segmentation INFO: Iters: 82710/150000 || Lr: 0.009721 || Task Loss: 0.2304 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:32:07 || Estimated Time: 1 day, 7:21:03
2023-08-06 02:42:39,468 semantic_segmentation INFO: Iters: 82720/150000 || Lr: 0.009720 || Task Loss: 0.1441 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:32:24 || Estimated Time: 1 day, 7:20:46
2023-08-06 02:42:56,286 semantic_segmentation INFO: Iters: 82730/150000 || Lr: 0.009718 || Task Loss: 0.3153 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:32:40 || Estimated Time: 1 day, 7:20:29
2023-08-06 02:43:13,389 semantic_segmentation INFO: Iters: 82740/150000 || Lr: 0.009717 || Task Loss: 0.2388 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:32:57 || Estimated Time: 1 day, 7:20:13
2023-08-06 02:43:30,217 semantic_segmentation INFO: Iters: 82750/150000 || Lr: 0.009716 || Task Loss: 0.2266 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:19:56
2023-08-06 02:43:47,007 semantic_segmentation INFO: Iters: 82760/150000 || Lr: 0.009714 || Task Loss: 0.3260 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:33:31 || Estimated Time: 1 day, 7:19:39
2023-08-06 02:44:03,737 semantic_segmentation INFO: Iters: 82770/150000 || Lr: 0.009713 || Task Loss: 0.2955 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:33:48 || Estimated Time: 1 day, 7:19:22
2023-08-06 02:44:20,525 semantic_segmentation INFO: Iters: 82780/150000 || Lr: 0.009712 || Task Loss: 0.1927 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:05 || Estimated Time: 1 day, 7:19:06
2023-08-06 02:44:37,323 semantic_segmentation INFO: Iters: 82790/150000 || Lr: 0.009711 || Task Loss: 0.2543 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:21 || Estimated Time: 1 day, 7:18:49
2023-08-06 02:44:54,075 semantic_segmentation INFO: Iters: 82800/150000 || Lr: 0.009709 || Task Loss: 0.2009 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:38 || Estimated Time: 1 day, 7:18:32
2023-08-06 02:45:10,800 semantic_segmentation INFO: Iters: 82810/150000 || Lr: 0.009708 || Task Loss: 0.1499 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:55 || Estimated Time: 1 day, 7:18:15
2023-08-06 02:45:27,579 semantic_segmentation INFO: Iters: 82820/150000 || Lr: 0.009707 || Task Loss: 0.2242 || KD Loss: 0.1838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:35:12 || Estimated Time: 1 day, 7:17:59
2023-08-06 02:45:44,354 semantic_segmentation INFO: Iters: 82830/150000 || Lr: 0.009705 || Task Loss: 0.2191 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:35:28 || Estimated Time: 1 day, 7:17:42
2023-08-06 02:46:01,135 semantic_segmentation INFO: Iters: 82840/150000 || Lr: 0.009704 || Task Loss: 0.3257 || KD Loss: 0.1074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:35:45 || Estimated Time: 1 day, 7:17:25
2023-08-06 02:46:17,889 semantic_segmentation INFO: Iters: 82850/150000 || Lr: 0.009703 || Task Loss: 0.2180 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:36:02 || Estimated Time: 1 day, 7:17:08
2023-08-06 02:46:34,662 semantic_segmentation INFO: Iters: 82860/150000 || Lr: 0.009701 || Task Loss: 0.1790 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:36:19 || Estimated Time: 1 day, 7:16:51
2023-08-06 02:46:51,478 semantic_segmentation INFO: Iters: 82870/150000 || Lr: 0.009700 || Task Loss: 0.1751 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:36:36 || Estimated Time: 1 day, 7:16:35
2023-08-06 02:47:08,256 semantic_segmentation INFO: Iters: 82880/150000 || Lr: 0.009699 || Task Loss: 0.2170 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:36:52 || Estimated Time: 1 day, 7:16:18
2023-08-06 02:47:25,043 semantic_segmentation INFO: Iters: 82890/150000 || Lr: 0.009698 || Task Loss: 0.2543 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:37:09 || Estimated Time: 1 day, 7:16:01
2023-08-06 02:47:41,725 semantic_segmentation INFO: Iters: 82900/150000 || Lr: 0.009696 || Task Loss: 0.1761 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:37:26 || Estimated Time: 1 day, 7:15:44
2023-08-06 02:47:58,477 semantic_segmentation INFO: Iters: 82910/150000 || Lr: 0.009695 || Task Loss: 0.2072 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:37:43 || Estimated Time: 1 day, 7:15:28
2023-08-06 02:48:15,229 semantic_segmentation INFO: Iters: 82920/150000 || Lr: 0.009694 || Task Loss: 0.2094 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:37:59 || Estimated Time: 1 day, 7:15:11
2023-08-06 02:48:32,014 semantic_segmentation INFO: Iters: 82930/150000 || Lr: 0.009692 || Task Loss: 0.2311 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:38:16 || Estimated Time: 1 day, 7:14:54
2023-08-06 02:48:48,787 semantic_segmentation INFO: Iters: 82940/150000 || Lr: 0.009691 || Task Loss: 0.1813 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:38:33 || Estimated Time: 1 day, 7:14:37
2023-08-06 02:49:05,494 semantic_segmentation INFO: Iters: 82950/150000 || Lr: 0.009690 || Task Loss: 0.2761 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:38:50 || Estimated Time: 1 day, 7:14:20
2023-08-06 02:49:22,249 semantic_segmentation INFO: Iters: 82960/150000 || Lr: 0.009688 || Task Loss: 0.4056 || KD Loss: 0.2224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:39:06 || Estimated Time: 1 day, 7:14:04
2023-08-06 02:49:38,981 semantic_segmentation INFO: Iters: 82970/150000 || Lr: 0.009687 || Task Loss: 0.2851 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:39:23 || Estimated Time: 1 day, 7:13:47
2023-08-06 02:49:55,784 semantic_segmentation INFO: Iters: 82980/150000 || Lr: 0.009686 || Task Loss: 0.3431 || KD Loss: 0.1437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:39:40 || Estimated Time: 1 day, 7:13:30
2023-08-06 02:50:12,578 semantic_segmentation INFO: Iters: 82990/150000 || Lr: 0.009685 || Task Loss: 0.2567 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:39:57 || Estimated Time: 1 day, 7:13:13
2023-08-06 02:50:29,445 semantic_segmentation INFO: Iters: 83000/150000 || Lr: 0.009683 || Task Loss: 0.3003 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:40:13 || Estimated Time: 1 day, 7:12:57
2023-08-06 02:50:46,259 semantic_segmentation INFO: Iters: 83010/150000 || Lr: 0.009682 || Task Loss: 0.1983 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:40:30 || Estimated Time: 1 day, 7:12:40
2023-08-06 02:51:03,060 semantic_segmentation INFO: Iters: 83020/150000 || Lr: 0.009681 || Task Loss: 0.2248 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:40:47 || Estimated Time: 1 day, 7:12:23
2023-08-06 02:51:19,937 semantic_segmentation INFO: Iters: 83030/150000 || Lr: 0.009679 || Task Loss: 0.1826 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:41:04 || Estimated Time: 1 day, 7:12:06
2023-08-06 02:51:36,750 semantic_segmentation INFO: Iters: 83040/150000 || Lr: 0.009678 || Task Loss: 0.2017 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:11:50
2023-08-06 02:51:53,656 semantic_segmentation INFO: Iters: 83050/150000 || Lr: 0.009677 || Task Loss: 0.3416 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:41:38 || Estimated Time: 1 day, 7:11:33
2023-08-06 02:52:10,514 semantic_segmentation INFO: Iters: 83060/150000 || Lr: 0.009675 || Task Loss: 0.2733 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:41:55 || Estimated Time: 1 day, 7:11:16
2023-08-06 02:52:27,371 semantic_segmentation INFO: Iters: 83070/150000 || Lr: 0.009674 || Task Loss: 0.1334 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:42:11 || Estimated Time: 1 day, 7:11:00
2023-08-06 02:52:44,242 semantic_segmentation INFO: Iters: 83080/150000 || Lr: 0.009673 || Task Loss: 0.1687 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:42:28 || Estimated Time: 1 day, 7:10:43
2023-08-06 02:53:01,095 semantic_segmentation INFO: Iters: 83090/150000 || Lr: 0.009672 || Task Loss: 0.1836 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:42:45 || Estimated Time: 1 day, 7:10:26
2023-08-06 02:53:17,898 semantic_segmentation INFO: Iters: 83100/150000 || Lr: 0.009670 || Task Loss: 0.2212 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:43:02 || Estimated Time: 1 day, 7:10:09
2023-08-06 02:53:34,699 semantic_segmentation INFO: Iters: 83110/150000 || Lr: 0.009669 || Task Loss: 0.3311 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:43:19 || Estimated Time: 1 day, 7:09:53
2023-08-06 02:53:51,532 semantic_segmentation INFO: Iters: 83120/150000 || Lr: 0.009668 || Task Loss: 0.1883 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:43:36 || Estimated Time: 1 day, 7:09:36
2023-08-06 02:54:08,336 semantic_segmentation INFO: Iters: 83130/150000 || Lr: 0.009666 || Task Loss: 0.2341 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:43:52 || Estimated Time: 1 day, 7:09:19
2023-08-06 02:54:25,127 semantic_segmentation INFO: Iters: 83140/150000 || Lr: 0.009665 || Task Loss: 0.2821 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:44:09 || Estimated Time: 1 day, 7:09:02
2023-08-06 02:54:41,937 semantic_segmentation INFO: Iters: 83150/150000 || Lr: 0.009664 || Task Loss: 0.2303 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:44:26 || Estimated Time: 1 day, 7:08:46
2023-08-06 02:54:58,719 semantic_segmentation INFO: Iters: 83160/150000 || Lr: 0.009662 || Task Loss: 0.2431 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:44:43 || Estimated Time: 1 day, 7:08:29
2023-08-06 02:55:15,498 semantic_segmentation INFO: Iters: 83170/150000 || Lr: 0.009661 || Task Loss: 0.2014 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:45:00 || Estimated Time: 1 day, 7:08:12
2023-08-06 02:55:32,263 semantic_segmentation INFO: Iters: 83180/150000 || Lr: 0.009660 || Task Loss: 0.1712 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:45:16 || Estimated Time: 1 day, 7:07:55
2023-08-06 02:55:49,038 semantic_segmentation INFO: Iters: 83190/150000 || Lr: 0.009659 || Task Loss: 0.2391 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:45:33 || Estimated Time: 1 day, 7:07:39
2023-08-06 02:56:05,827 semantic_segmentation INFO: Iters: 83200/150000 || Lr: 0.009657 || Task Loss: 0.3568 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:45:50 || Estimated Time: 1 day, 7:07:22
2023-08-06 02:56:05,911 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 02:56:06,775 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.402
2023-08-06 02:56:06,898 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.493
2023-08-06 02:56:07,021 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.512
2023-08-06 02:56:07,142 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.539
2023-08-06 02:56:07,260 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.530
2023-08-06 02:56:07,388 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.532
2023-08-06 02:56:07,516 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.550
2023-08-06 02:56:07,640 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.592
2023-08-06 02:56:07,765 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.642
2023-08-06 02:56:07,886 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.689
2023-08-06 02:56:08,009 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.698
2023-08-06 02:56:08,133 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.728
2023-08-06 02:56:08,254 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.731
2023-08-06 02:56:08,374 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.725
2023-08-06 02:56:08,492 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.724
2023-08-06 02:56:08,619 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.716
2023-08-06 02:56:08,748 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.719
2023-08-06 02:56:08,875 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.720
2023-08-06 02:56:09,000 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.724
2023-08-06 02:56:09,126 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.731
2023-08-06 02:56:09,248 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.732
2023-08-06 02:56:09,370 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 02:56:09,491 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 02:56:09,610 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-06 02:56:09,729 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-06 02:56:09,853 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-06 02:56:09,979 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 02:56:10,104 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-06 02:56:10,228 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 02:56:10,352 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-06 02:56:10,476 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 02:56:10,602 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 02:56:10,729 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 02:56:10,852 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 02:56:10,976 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:56:11,098 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 02:56:11,219 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 02:56:11,336 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 02:56:11,460 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 02:56:11,590 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 02:56:11,709 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.710
2023-08-06 02:56:11,828 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 02:56:11,948 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.711
2023-08-06 02:56:12,066 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 02:56:12,184 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 02:56:12,307 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 02:56:12,431 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 02:56:12,553 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.712
2023-08-06 02:56:12,674 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 02:56:12,794 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 02:56:12,915 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 02:56:13,037 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 02:56:13,158 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 02:56:13,278 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 02:56:13,396 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 02:56:13,524 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.729
2023-08-06 02:56:13,655 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.729
2023-08-06 02:56:13,776 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 02:56:13,896 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 02:56:14,017 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 02:56:14,139 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-06 02:56:14,265 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-06 02:56:14,389 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-06 02:56:14,512 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-06 02:56:14,630 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 02:56:14,752 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 02:56:14,877 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.741
2023-08-06 02:56:15,002 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 02:56:15,122 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.740
2023-08-06 02:56:15,239 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.739
2023-08-06 02:56:15,366 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-06 02:56:15,497 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 02:56:15,618 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 02:56:15,741 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 02:56:15,862 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.731
2023-08-06 02:56:15,984 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 02:56:16,104 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 02:56:16,224 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 02:56:16,343 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 02:56:16,461 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.731
2023-08-06 02:56:16,584 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.733
2023-08-06 02:56:16,709 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 02:56:16,832 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 02:56:16,955 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 02:56:17,077 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.726
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2023-08-06 02:57:04,857 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:04,985 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:05,131 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:05,271 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:05,422 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:05,559 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:05,690 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:05,815 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:05,947 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:06,078 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:06,201 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 02:57:06,324 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:06,451 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:06,573 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:06,694 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:06,816 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:06,935 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:07,057 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:07,183 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:07,314 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 02:57:07,436 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-06 02:57:07,569 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-06 02:57:07,693 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 02:57:07,815 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 02:57:07,937 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 02:57:08,063 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 02:57:25,159 semantic_segmentation INFO: Iters: 83210/150000 || Lr: 0.009656 || Task Loss: 0.2784 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:47:09 || Estimated Time: 1 day, 7:07:55
2023-08-06 02:57:42,131 semantic_segmentation INFO: Iters: 83220/150000 || Lr: 0.009655 || Task Loss: 0.3230 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:47:26 || Estimated Time: 1 day, 7:07:39
2023-08-06 02:57:58,938 semantic_segmentation INFO: Iters: 83230/150000 || Lr: 0.009653 || Task Loss: 0.2713 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:47:43 || Estimated Time: 1 day, 7:07:22
2023-08-06 02:58:15,669 semantic_segmentation INFO: Iters: 83240/150000 || Lr: 0.009652 || Task Loss: 0.2302 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:48:00 || Estimated Time: 1 day, 7:07:05
2023-08-06 02:58:32,464 semantic_segmentation INFO: Iters: 83250/150000 || Lr: 0.009651 || Task Loss: 0.1611 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:48:17 || Estimated Time: 1 day, 7:06:48
2023-08-06 02:58:49,263 semantic_segmentation INFO: Iters: 83260/150000 || Lr: 0.009649 || Task Loss: 0.2247 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:48:33 || Estimated Time: 1 day, 7:06:32
2023-08-06 02:59:06,095 semantic_segmentation INFO: Iters: 83270/150000 || Lr: 0.009648 || Task Loss: 0.3390 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:48:50 || Estimated Time: 1 day, 7:06:15
2023-08-06 02:59:22,841 semantic_segmentation INFO: Iters: 83280/150000 || Lr: 0.009647 || Task Loss: 0.3109 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:49:07 || Estimated Time: 1 day, 7:05:58
2023-08-06 02:59:39,563 semantic_segmentation INFO: Iters: 83290/150000 || Lr: 0.009646 || Task Loss: 0.2138 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:49:24 || Estimated Time: 1 day, 7:05:41
2023-08-06 02:59:56,387 semantic_segmentation INFO: Iters: 83300/150000 || Lr: 0.009644 || Task Loss: 0.2648 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:49:40 || Estimated Time: 1 day, 7:05:24
2023-08-06 03:00:13,103 semantic_segmentation INFO: Iters: 83310/150000 || Lr: 0.009643 || Task Loss: 0.1843 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:49:57 || Estimated Time: 1 day, 7:05:08
2023-08-06 03:00:29,809 semantic_segmentation INFO: Iters: 83320/150000 || Lr: 0.009642 || Task Loss: 0.2561 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 7:04:51
2023-08-06 03:00:46,534 semantic_segmentation INFO: Iters: 83330/150000 || Lr: 0.009640 || Task Loss: 0.2907 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:50:31 || Estimated Time: 1 day, 7:04:34
2023-08-06 03:01:03,331 semantic_segmentation INFO: Iters: 83340/150000 || Lr: 0.009639 || Task Loss: 0.2184 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:50:47 || Estimated Time: 1 day, 7:04:17
2023-08-06 03:01:20,062 semantic_segmentation INFO: Iters: 83350/150000 || Lr: 0.009638 || Task Loss: 0.1255 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:51:04 || Estimated Time: 1 day, 7:04:00
2023-08-06 03:01:36,872 semantic_segmentation INFO: Iters: 83360/150000 || Lr: 0.009636 || Task Loss: 0.2296 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:51:21 || Estimated Time: 1 day, 7:03:44
2023-08-06 03:01:53,573 semantic_segmentation INFO: Iters: 83370/150000 || Lr: 0.009635 || Task Loss: 0.2021 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:51:38 || Estimated Time: 1 day, 7:03:27
2023-08-06 03:02:10,343 semantic_segmentation INFO: Iters: 83380/150000 || Lr: 0.009634 || Task Loss: 0.3617 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:51:54 || Estimated Time: 1 day, 7:03:10
2023-08-06 03:02:27,068 semantic_segmentation INFO: Iters: 83390/150000 || Lr: 0.009633 || Task Loss: 0.1996 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:52:11 || Estimated Time: 1 day, 7:02:53
2023-08-06 03:02:43,878 semantic_segmentation INFO: Iters: 83400/150000 || Lr: 0.009631 || Task Loss: 0.1699 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:52:28 || Estimated Time: 1 day, 7:02:36
2023-08-06 03:03:00,744 semantic_segmentation INFO: Iters: 83410/150000 || Lr: 0.009630 || Task Loss: 0.3431 || KD Loss: 0.1275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:52:45 || Estimated Time: 1 day, 7:02:20
2023-08-06 03:03:17,537 semantic_segmentation INFO: Iters: 83420/150000 || Lr: 0.009629 || Task Loss: 0.1408 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:53:02 || Estimated Time: 1 day, 7:02:03
2023-08-06 03:03:34,334 semantic_segmentation INFO: Iters: 83430/150000 || Lr: 0.009627 || Task Loss: 0.2105 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:53:18 || Estimated Time: 1 day, 7:01:46
2023-08-06 03:03:51,188 semantic_segmentation INFO: Iters: 83440/150000 || Lr: 0.009626 || Task Loss: 0.3430 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:53:35 || Estimated Time: 1 day, 7:01:29
2023-08-06 03:04:08,059 semantic_segmentation INFO: Iters: 83450/150000 || Lr: 0.009625 || Task Loss: 0.2464 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:53:52 || Estimated Time: 1 day, 7:01:13
2023-08-06 03:04:24,919 semantic_segmentation INFO: Iters: 83460/150000 || Lr: 0.009623 || Task Loss: 0.2605 || KD Loss: 0.1214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:54:09 || Estimated Time: 1 day, 7:00:56
2023-08-06 03:04:41,775 semantic_segmentation INFO: Iters: 83470/150000 || Lr: 0.009622 || Task Loss: 0.2169 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:54:26 || Estimated Time: 1 day, 7:00:39
2023-08-06 03:04:58,653 semantic_segmentation INFO: Iters: 83480/150000 || Lr: 0.009621 || Task Loss: 0.2679 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:54:43 || Estimated Time: 1 day, 7:00:23
2023-08-06 03:05:15,506 semantic_segmentation INFO: Iters: 83490/150000 || Lr: 0.009619 || Task Loss: 0.4034 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:55:00 || Estimated Time: 1 day, 7:00:06
2023-08-06 03:05:32,363 semantic_segmentation INFO: Iters: 83500/150000 || Lr: 0.009618 || Task Loss: 0.1950 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:55:16 || Estimated Time: 1 day, 6:59:49
2023-08-06 03:05:49,235 semantic_segmentation INFO: Iters: 83510/150000 || Lr: 0.009617 || Task Loss: 0.1789 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:55:33 || Estimated Time: 1 day, 6:59:32
2023-08-06 03:06:06,075 semantic_segmentation INFO: Iters: 83520/150000 || Lr: 0.009616 || Task Loss: 0.4098 || KD Loss: 0.1440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:55:50 || Estimated Time: 1 day, 6:59:16
2023-08-06 03:06:22,876 semantic_segmentation INFO: Iters: 83530/150000 || Lr: 0.009614 || Task Loss: 0.3817 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:58:59
2023-08-06 03:06:39,682 semantic_segmentation INFO: Iters: 83540/150000 || Lr: 0.009613 || Task Loss: 0.1516 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:56:24 || Estimated Time: 1 day, 6:58:42
2023-08-06 03:06:56,506 semantic_segmentation INFO: Iters: 83550/150000 || Lr: 0.009612 || Task Loss: 0.2202 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:56:41 || Estimated Time: 1 day, 6:58:25
2023-08-06 03:07:13,279 semantic_segmentation INFO: Iters: 83560/150000 || Lr: 0.009610 || Task Loss: 0.2119 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:56:57 || Estimated Time: 1 day, 6:58:09
2023-08-06 03:07:30,055 semantic_segmentation INFO: Iters: 83570/150000 || Lr: 0.009609 || Task Loss: 0.2143 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:57:14 || Estimated Time: 1 day, 6:57:52
2023-08-06 03:07:46,912 semantic_segmentation INFO: Iters: 83580/150000 || Lr: 0.009608 || Task Loss: 0.1036 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:57:31 || Estimated Time: 1 day, 6:57:35
2023-08-06 03:08:03,706 semantic_segmentation INFO: Iters: 83590/150000 || Lr: 0.009606 || Task Loss: 0.1148 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:57:48 || Estimated Time: 1 day, 6:57:18
2023-08-06 03:08:20,486 semantic_segmentation INFO: Iters: 83600/150000 || Lr: 0.009605 || Task Loss: 0.2317 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:58:05 || Estimated Time: 1 day, 6:57:02
2023-08-06 03:08:37,232 semantic_segmentation INFO: Iters: 83610/150000 || Lr: 0.009604 || Task Loss: 0.1842 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:58:21 || Estimated Time: 1 day, 6:56:45
2023-08-06 03:08:54,017 semantic_segmentation INFO: Iters: 83620/150000 || Lr: 0.009603 || Task Loss: 0.1766 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:58:38 || Estimated Time: 1 day, 6:56:28
2023-08-06 03:09:10,833 semantic_segmentation INFO: Iters: 83630/150000 || Lr: 0.009601 || Task Loss: 0.1910 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:58:55 || Estimated Time: 1 day, 6:56:11
2023-08-06 03:09:27,596 semantic_segmentation INFO: Iters: 83640/150000 || Lr: 0.009600 || Task Loss: 0.2745 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:59:12 || Estimated Time: 1 day, 6:55:54
2023-08-06 03:09:44,388 semantic_segmentation INFO: Iters: 83650/150000 || Lr: 0.009599 || Task Loss: 0.1715 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:59:28 || Estimated Time: 1 day, 6:55:38
2023-08-06 03:10:01,119 semantic_segmentation INFO: Iters: 83660/150000 || Lr: 0.009597 || Task Loss: 0.2145 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:59:45 || Estimated Time: 1 day, 6:55:21
2023-08-06 03:10:17,898 semantic_segmentation INFO: Iters: 83670/150000 || Lr: 0.009596 || Task Loss: 0.2371 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:00:02 || Estimated Time: 1 day, 6:55:04
2023-08-06 03:10:34,684 semantic_segmentation INFO: Iters: 83680/150000 || Lr: 0.009595 || Task Loss: 0.5281 || KD Loss: 0.2457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:00:19 || Estimated Time: 1 day, 6:54:47
2023-08-06 03:10:51,420 semantic_segmentation INFO: Iters: 83690/150000 || Lr: 0.009593 || Task Loss: 0.2494 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:00:35 || Estimated Time: 1 day, 6:54:31
2023-08-06 03:11:08,214 semantic_segmentation INFO: Iters: 83700/150000 || Lr: 0.009592 || Task Loss: 0.2416 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:00:52 || Estimated Time: 1 day, 6:54:14
2023-08-06 03:11:24,943 semantic_segmentation INFO: Iters: 83710/150000 || Lr: 0.009591 || Task Loss: 0.1838 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:01:09 || Estimated Time: 1 day, 6:53:57
2023-08-06 03:11:41,675 semantic_segmentation INFO: Iters: 83720/150000 || Lr: 0.009590 || Task Loss: 0.2527 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:01:26 || Estimated Time: 1 day, 6:53:40
2023-08-06 03:11:58,440 semantic_segmentation INFO: Iters: 83730/150000 || Lr: 0.009588 || Task Loss: 0.1633 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:01:42 || Estimated Time: 1 day, 6:53:23
2023-08-06 03:12:15,140 semantic_segmentation INFO: Iters: 83740/150000 || Lr: 0.009587 || Task Loss: 0.2356 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:01:59 || Estimated Time: 1 day, 6:53:06
2023-08-06 03:12:31,924 semantic_segmentation INFO: Iters: 83750/150000 || Lr: 0.009586 || Task Loss: 0.2414 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:02:16 || Estimated Time: 1 day, 6:52:50
2023-08-06 03:12:48,672 semantic_segmentation INFO: Iters: 83760/150000 || Lr: 0.009584 || Task Loss: 0.2820 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:02:33 || Estimated Time: 1 day, 6:52:33
2023-08-06 03:13:05,410 semantic_segmentation INFO: Iters: 83770/150000 || Lr: 0.009583 || Task Loss: 0.2703 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:02:49 || Estimated Time: 1 day, 6:52:16
2023-08-06 03:13:22,099 semantic_segmentation INFO: Iters: 83780/150000 || Lr: 0.009582 || Task Loss: 0.2324 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:03:06 || Estimated Time: 1 day, 6:51:59
2023-08-06 03:13:38,888 semantic_segmentation INFO: Iters: 83790/150000 || Lr: 0.009580 || Task Loss: 0.2225 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:03:23 || Estimated Time: 1 day, 6:51:42
2023-08-06 03:13:55,614 semantic_segmentation INFO: Iters: 83800/150000 || Lr: 0.009579 || Task Loss: 0.2097 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:03:40 || Estimated Time: 1 day, 6:51:26
2023-08-06 03:14:12,379 semantic_segmentation INFO: Iters: 83810/150000 || Lr: 0.009578 || Task Loss: 0.1383 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:03:56 || Estimated Time: 1 day, 6:51:09
2023-08-06 03:14:29,115 semantic_segmentation INFO: Iters: 83820/150000 || Lr: 0.009577 || Task Loss: 0.2287 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:50:52
2023-08-06 03:14:45,777 semantic_segmentation INFO: Iters: 83830/150000 || Lr: 0.009575 || Task Loss: 0.1510 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:04:30 || Estimated Time: 1 day, 6:50:35
2023-08-06 03:15:02,638 semantic_segmentation INFO: Iters: 83840/150000 || Lr: 0.009574 || Task Loss: 0.4753 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:04:47 || Estimated Time: 1 day, 6:50:18
2023-08-06 03:15:19,441 semantic_segmentation INFO: Iters: 83850/150000 || Lr: 0.009573 || Task Loss: 0.1423 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:05:03 || Estimated Time: 1 day, 6:50:02
2023-08-06 03:15:36,231 semantic_segmentation INFO: Iters: 83860/150000 || Lr: 0.009571 || Task Loss: 0.2511 || KD Loss: 0.1447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:05:20 || Estimated Time: 1 day, 6:49:45
2023-08-06 03:15:53,008 semantic_segmentation INFO: Iters: 83870/150000 || Lr: 0.009570 || Task Loss: 0.2055 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:05:37 || Estimated Time: 1 day, 6:49:28
2023-08-06 03:16:09,817 semantic_segmentation INFO: Iters: 83880/150000 || Lr: 0.009569 || Task Loss: 0.2639 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:05:54 || Estimated Time: 1 day, 6:49:11
2023-08-06 03:16:26,676 semantic_segmentation INFO: Iters: 83890/150000 || Lr: 0.009567 || Task Loss: 0.2849 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:06:11 || Estimated Time: 1 day, 6:48:55
2023-08-06 03:16:43,479 semantic_segmentation INFO: Iters: 83900/150000 || Lr: 0.009566 || Task Loss: 0.1534 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:06:28 || Estimated Time: 1 day, 6:48:38
2023-08-06 03:17:00,269 semantic_segmentation INFO: Iters: 83910/150000 || Lr: 0.009565 || Task Loss: 0.1956 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:06:44 || Estimated Time: 1 day, 6:48:21
2023-08-06 03:17:17,113 semantic_segmentation INFO: Iters: 83920/150000 || Lr: 0.009563 || Task Loss: 0.2562 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:07:01 || Estimated Time: 1 day, 6:48:04
2023-08-06 03:17:33,937 semantic_segmentation INFO: Iters: 83930/150000 || Lr: 0.009562 || Task Loss: 0.2758 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:07:18 || Estimated Time: 1 day, 6:47:48
2023-08-06 03:17:50,802 semantic_segmentation INFO: Iters: 83940/150000 || Lr: 0.009561 || Task Loss: 0.2441 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:07:35 || Estimated Time: 1 day, 6:47:31
2023-08-06 03:18:07,674 semantic_segmentation INFO: Iters: 83950/150000 || Lr: 0.009560 || Task Loss: 0.1982 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:07:52 || Estimated Time: 1 day, 6:47:14
2023-08-06 03:18:24,544 semantic_segmentation INFO: Iters: 83960/150000 || Lr: 0.009558 || Task Loss: 0.1785 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:09 || Estimated Time: 1 day, 6:46:57
2023-08-06 03:18:41,327 semantic_segmentation INFO: Iters: 83970/150000 || Lr: 0.009557 || Task Loss: 0.2134 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:25 || Estimated Time: 1 day, 6:46:41
2023-08-06 03:18:58,138 semantic_segmentation INFO: Iters: 83980/150000 || Lr: 0.009556 || Task Loss: 0.2425 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:42 || Estimated Time: 1 day, 6:46:24
2023-08-06 03:19:14,956 semantic_segmentation INFO: Iters: 83990/150000 || Lr: 0.009554 || Task Loss: 0.2112 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:59 || Estimated Time: 1 day, 6:46:07
2023-08-06 03:19:31,723 semantic_segmentation INFO: Iters: 84000/150000 || Lr: 0.009553 || Task Loss: 0.1900 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:09:16 || Estimated Time: 1 day, 6:45:50
2023-08-06 03:19:31,800 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 03:19:32,688 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.412
2023-08-06 03:19:32,810 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.506
2023-08-06 03:19:32,932 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.521
2023-08-06 03:19:33,054 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.553
2023-08-06 03:19:33,170 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.544
2023-08-06 03:19:33,292 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.542
2023-08-06 03:19:33,416 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.585
2023-08-06 03:19:33,538 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.612
2023-08-06 03:19:33,659 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.657
2023-08-06 03:19:33,780 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.706
2023-08-06 03:19:33,903 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.713
2023-08-06 03:19:34,028 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.738
2023-08-06 03:19:34,148 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.740
2023-08-06 03:19:34,269 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.739
2023-08-06 03:19:34,388 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.730
2023-08-06 03:19:34,513 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.723
2023-08-06 03:19:34,640 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.726
2023-08-06 03:19:34,758 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.729
2023-08-06 03:19:34,876 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.735
2023-08-06 03:19:34,993 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.740
2023-08-06 03:19:35,110 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.740
2023-08-06 03:19:35,229 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.756
2023-08-06 03:19:35,353 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.753
2023-08-06 03:19:35,480 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-06 03:19:35,604 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.772
2023-08-06 03:19:35,726 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.773
2023-08-06 03:19:35,846 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-06 03:19:35,967 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-06 03:19:36,089 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 03:19:36,212 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 03:19:36,332 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 03:19:36,450 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 03:19:36,576 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 03:19:36,709 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 03:19:36,827 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 03:19:36,949 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 03:19:37,071 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-06 03:19:37,195 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-06 03:19:37,317 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 03:19:37,441 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 03:19:37,563 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:19:37,682 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 03:19:37,804 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 03:19:37,931 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:19:38,055 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:19:38,178 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 03:19:38,298 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:19:38,419 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 03:19:38,542 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:19:38,665 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 03:19:38,785 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 03:19:38,905 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 03:19:39,031 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 03:19:39,165 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 03:19:39,284 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-06 03:19:39,403 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 03:19:39,521 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 03:19:39,643 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 03:19:39,767 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.745
2023-08-06 03:19:39,892 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-06 03:19:40,017 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-06 03:19:40,140 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 03:19:40,259 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-06 03:19:40,378 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 03:19:40,500 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 03:19:40,622 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 03:19:40,742 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 03:19:40,866 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 03:19:40,993 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 03:19:41,114 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 03:19:41,238 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 03:19:41,358 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 03:19:41,486 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-06 03:19:41,618 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-06 03:19:41,738 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-06 03:19:41,857 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-06 03:19:41,975 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-06 03:19:42,095 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-06 03:19:42,215 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-06 03:19:42,338 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-06 03:19:42,463 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 03:19:42,587 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 03:19:42,710 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-06 03:19:42,833 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-06 03:19:42,955 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.740
2023-08-06 03:19:43,078 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.740
2023-08-06 03:19:43,201 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.739
2023-08-06 03:19:43,325 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.739
2023-08-06 03:19:43,453 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-06 03:19:43,574 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-06 03:19:43,694 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 03:19:43,811 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:43,929 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:44,046 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:44,168 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 03:19:44,290 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 03:19:44,413 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 03:19:44,533 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 03:19:44,650 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:44,773 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:44,901 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-06 03:19:45,024 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 03:19:45,145 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:45,264 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:45,387 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:45,512 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:45,635 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:45,755 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:45,873 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:45,995 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 03:19:46,120 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 03:19:46,243 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:46,367 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:46,488 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:46,611 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 03:19:46,734 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 03:19:46,858 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 03:19:46,984 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 03:19:47,103 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:47,227 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 03:19:47,356 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 03:19:47,476 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 03:19:47,597 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 03:19:47,716 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 03:19:47,840 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 03:19:47,967 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 03:19:48,092 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 03:19:48,216 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 03:19:48,337 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 03:19:48,457 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 03:19:48,579 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 03:19:48,700 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.946, mIoU: 0.731
2023-08-06 03:19:48,823 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 03:19:48,940 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 03:19:49,064 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 03:19:49,193 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 03:19:49,314 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 03:19:49,435 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.946, mIoU: 0.731
2023-08-06 03:19:49,553 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.946, mIoU: 0.731
2023-08-06 03:19:49,682 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 03:19:49,814 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 03:19:49,933 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 03:19:50,052 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:50,170 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:50,293 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.947, mIoU: 0.731
2023-08-06 03:19:50,418 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 03:19:50,542 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:50,666 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:50,788 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-06 03:19:50,908 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.947, mIoU: 0.731
2023-08-06 03:19:51,028 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:51,150 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:51,270 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:51,387 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:51,511 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:51,635 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:51,755 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:51,876 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:51,998 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:52,123 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 03:19:52,251 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.947, mIoU: 0.731
2023-08-06 03:19:52,371 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:52,489 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:52,606 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:52,723 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:52,841 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 03:19:52,965 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 03:19:53,096 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 03:19:53,217 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.947, mIoU: 0.729
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2023-08-06 03:19:53,460 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.947, mIoU: 0.729
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2023-08-06 03:19:53,821 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-06 03:19:53,939 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 03:19:54,062 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.947, mIoU: 0.728
2023-08-06 03:19:54,189 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.947, mIoU: 0.728
2023-08-06 03:19:54,321 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.947, mIoU: 0.728
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2023-08-06 03:19:54,803 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.947, mIoU: 0.728
2023-08-06 03:19:54,928 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.947, mIoU: 0.727
2023-08-06 03:19:55,052 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.948, mIoU: 0.727
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2023-08-06 03:20:19,129 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 03:20:19,253 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 03:20:19,375 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 03:20:19,500 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 03:20:19,626 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 03:20:19,750 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 03:20:19,869 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 03:20:19,995 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 03:20:20,125 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 03:20:20,246 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 03:20:20,368 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 03:20:20,489 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:20,613 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:20,741 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:20,865 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:20,989 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:21,107 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 03:20:21,231 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:21,359 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:21,484 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 03:20:21,608 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 03:20:21,727 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:21,848 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:21,968 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:22,087 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 03:20:22,206 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 03:20:22,324 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 03:20:22,452 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 03:20:22,587 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 03:20:22,710 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 03:20:22,831 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:22,951 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:23,074 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:23,201 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:23,326 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:23,451 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:23,570 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:23,691 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:23,813 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:23,935 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:24,056 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 03:20:24,173 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:24,304 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:24,436 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:24,559 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:24,687 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:24,814 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:24,933 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:25,052 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:25,169 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:25,287 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 03:20:25,405 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:25,530 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:25,661 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:25,783 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:25,907 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:26,031 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:26,157 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:26,278 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:26,398 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:26,517 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:26,634 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:26,763 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:26,893 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:27,017 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:27,139 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:27,258 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:27,380 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:27,503 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:27,625 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:27,745 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:27,865 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:27,991 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:28,122 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 03:20:28,245 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 03:20:28,370 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 03:20:28,495 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 03:20:28,615 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 03:20:28,735 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 03:20:28,855 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 03:20:28,971 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:29,089 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:29,214 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:29,344 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:29,469 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:29,593 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:29,715 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:29,836 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:29,960 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:30,079 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:30,200 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:30,319 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:30,449 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:30,583 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:30,710 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:30,833 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:30,963 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:31,085 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:31,207 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:31,331 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:31,453 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:31,577 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:31,705 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:31,833 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:31,961 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:32,082 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:32,202 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 03:20:32,324 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:32,444 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:32,563 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:32,691 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:32,826 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:32,948 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:33,074 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:33,199 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:33,319 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:33,440 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:33,562 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 03:20:33,683 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.725
2023-08-06 03:20:33,801 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.725
2023-08-06 03:20:33,926 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.725
2023-08-06 03:20:50,859 semantic_segmentation INFO: Iters: 84010/150000 || Lr: 0.009552 || Task Loss: 0.2562 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:10:35 || Estimated Time: 1 day, 6:46:23
2023-08-06 03:21:07,610 semantic_segmentation INFO: Iters: 84020/150000 || Lr: 0.009550 || Task Loss: 0.1801 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:10:52 || Estimated Time: 1 day, 6:46:06
2023-08-06 03:21:24,398 semantic_segmentation INFO: Iters: 84030/150000 || Lr: 0.009549 || Task Loss: 0.1531 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:11:08 || Estimated Time: 1 day, 6:45:49
2023-08-06 03:21:41,241 semantic_segmentation INFO: Iters: 84040/150000 || Lr: 0.009548 || Task Loss: 0.2959 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:11:25 || Estimated Time: 1 day, 6:45:32
2023-08-06 03:21:58,125 semantic_segmentation INFO: Iters: 84050/150000 || Lr: 0.009547 || Task Loss: 0.2628 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:11:42 || Estimated Time: 1 day, 6:45:16
2023-08-06 03:22:15,108 semantic_segmentation INFO: Iters: 84060/150000 || Lr: 0.009545 || Task Loss: 0.2255 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:11:59 || Estimated Time: 1 day, 6:44:59
2023-08-06 03:22:31,991 semantic_segmentation INFO: Iters: 84070/150000 || Lr: 0.009544 || Task Loss: 0.3722 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:12:16 || Estimated Time: 1 day, 6:44:42
2023-08-06 03:22:48,783 semantic_segmentation INFO: Iters: 84080/150000 || Lr: 0.009543 || Task Loss: 0.2040 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:44:25
2023-08-06 03:23:05,503 semantic_segmentation INFO: Iters: 84090/150000 || Lr: 0.009541 || Task Loss: 0.2000 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:12:50 || Estimated Time: 1 day, 6:44:09
2023-08-06 03:23:22,263 semantic_segmentation INFO: Iters: 84100/150000 || Lr: 0.009540 || Task Loss: 0.2755 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:13:06 || Estimated Time: 1 day, 6:43:52
2023-08-06 03:23:38,969 semantic_segmentation INFO: Iters: 84110/150000 || Lr: 0.009539 || Task Loss: 0.3766 || KD Loss: 0.1531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:13:23 || Estimated Time: 1 day, 6:43:35
2023-08-06 03:23:55,695 semantic_segmentation INFO: Iters: 84120/150000 || Lr: 0.009537 || Task Loss: 0.1688 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:13:40 || Estimated Time: 1 day, 6:43:18
2023-08-06 03:24:12,390 semantic_segmentation INFO: Iters: 84130/150000 || Lr: 0.009536 || Task Loss: 0.2116 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:13:56 || Estimated Time: 1 day, 6:43:01
2023-08-06 03:24:29,176 semantic_segmentation INFO: Iters: 84140/150000 || Lr: 0.009535 || Task Loss: 0.1798 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:14:13 || Estimated Time: 1 day, 6:42:44
2023-08-06 03:24:45,917 semantic_segmentation INFO: Iters: 84150/150000 || Lr: 0.009534 || Task Loss: 0.2680 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:14:30 || Estimated Time: 1 day, 6:42:28
2023-08-06 03:25:02,695 semantic_segmentation INFO: Iters: 84160/150000 || Lr: 0.009532 || Task Loss: 0.2283 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:14:47 || Estimated Time: 1 day, 6:42:11
2023-08-06 03:25:19,442 semantic_segmentation INFO: Iters: 84170/150000 || Lr: 0.009531 || Task Loss: 0.2913 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:15:03 || Estimated Time: 1 day, 6:41:54
2023-08-06 03:25:36,210 semantic_segmentation INFO: Iters: 84180/150000 || Lr: 0.009530 || Task Loss: 0.4305 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:15:20 || Estimated Time: 1 day, 6:41:37
2023-08-06 03:25:52,881 semantic_segmentation INFO: Iters: 84190/150000 || Lr: 0.009528 || Task Loss: 0.1910 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:15:37 || Estimated Time: 1 day, 6:41:20
2023-08-06 03:26:09,665 semantic_segmentation INFO: Iters: 84200/150000 || Lr: 0.009527 || Task Loss: 0.1603 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:15:54 || Estimated Time: 1 day, 6:41:04
2023-08-06 03:26:26,398 semantic_segmentation INFO: Iters: 84210/150000 || Lr: 0.009526 || Task Loss: 0.1832 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:16:10 || Estimated Time: 1 day, 6:40:47
2023-08-06 03:26:43,108 semantic_segmentation INFO: Iters: 84220/150000 || Lr: 0.009524 || Task Loss: 0.2117 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:16:27 || Estimated Time: 1 day, 6:40:30
2023-08-06 03:26:59,856 semantic_segmentation INFO: Iters: 84230/150000 || Lr: 0.009523 || Task Loss: 0.2412 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:16:44 || Estimated Time: 1 day, 6:40:13
2023-08-06 03:27:16,575 semantic_segmentation INFO: Iters: 84240/150000 || Lr: 0.009522 || Task Loss: 0.1418 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:01 || Estimated Time: 1 day, 6:39:56
2023-08-06 03:27:33,336 semantic_segmentation INFO: Iters: 84250/150000 || Lr: 0.009521 || Task Loss: 0.1745 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:17 || Estimated Time: 1 day, 6:39:39
2023-08-06 03:27:50,219 semantic_segmentation INFO: Iters: 84260/150000 || Lr: 0.009519 || Task Loss: 0.1177 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:34 || Estimated Time: 1 day, 6:39:23
2023-08-06 03:28:07,026 semantic_segmentation INFO: Iters: 84270/150000 || Lr: 0.009518 || Task Loss: 0.3374 || KD Loss: 0.1809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:51 || Estimated Time: 1 day, 6:39:06
2023-08-06 03:28:23,878 semantic_segmentation INFO: Iters: 84280/150000 || Lr: 0.009517 || Task Loss: 0.2548 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:18:08 || Estimated Time: 1 day, 6:38:49
2023-08-06 03:28:40,755 semantic_segmentation INFO: Iters: 84290/150000 || Lr: 0.009515 || Task Loss: 0.2719 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:18:25 || Estimated Time: 1 day, 6:38:32
2023-08-06 03:28:57,624 semantic_segmentation INFO: Iters: 84300/150000 || Lr: 0.009514 || Task Loss: 0.1900 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:38:16
2023-08-06 03:29:14,491 semantic_segmentation INFO: Iters: 84310/150000 || Lr: 0.009513 || Task Loss: 0.3285 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:18:59 || Estimated Time: 1 day, 6:37:59
2023-08-06 03:29:31,384 semantic_segmentation INFO: Iters: 84320/150000 || Lr: 0.009511 || Task Loss: 0.1971 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:19:15 || Estimated Time: 1 day, 6:37:42
2023-08-06 03:29:48,249 semantic_segmentation INFO: Iters: 84330/150000 || Lr: 0.009510 || Task Loss: 0.2603 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:19:32 || Estimated Time: 1 day, 6:37:26
2023-08-06 03:30:05,187 semantic_segmentation INFO: Iters: 84340/150000 || Lr: 0.009509 || Task Loss: 0.1975 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:19:49 || Estimated Time: 1 day, 6:37:09
2023-08-06 03:30:21,987 semantic_segmentation INFO: Iters: 84350/150000 || Lr: 0.009507 || Task Loss: 0.2344 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:36:52
2023-08-06 03:30:38,797 semantic_segmentation INFO: Iters: 84360/150000 || Lr: 0.009506 || Task Loss: 0.2834 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:20:23 || Estimated Time: 1 day, 6:36:35
2023-08-06 03:30:55,610 semantic_segmentation INFO: Iters: 84370/150000 || Lr: 0.009505 || Task Loss: 0.2105 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:20:40 || Estimated Time: 1 day, 6:36:19
2023-08-06 03:31:12,451 semantic_segmentation INFO: Iters: 84380/150000 || Lr: 0.009504 || Task Loss: 0.1826 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:20:56 || Estimated Time: 1 day, 6:36:02
2023-08-06 03:31:29,206 semantic_segmentation INFO: Iters: 84390/150000 || Lr: 0.009502 || Task Loss: 0.2159 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:21:13 || Estimated Time: 1 day, 6:35:45
2023-08-06 03:31:46,002 semantic_segmentation INFO: Iters: 84400/150000 || Lr: 0.009501 || Task Loss: 0.1419 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:21:30 || Estimated Time: 1 day, 6:35:28
2023-08-06 03:32:02,790 semantic_segmentation INFO: Iters: 84410/150000 || Lr: 0.009500 || Task Loss: 0.2975 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:21:47 || Estimated Time: 1 day, 6:35:11
2023-08-06 03:32:19,587 semantic_segmentation INFO: Iters: 84420/150000 || Lr: 0.009498 || Task Loss: 0.1914 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:04 || Estimated Time: 1 day, 6:34:55
2023-08-06 03:32:36,399 semantic_segmentation INFO: Iters: 84430/150000 || Lr: 0.009497 || Task Loss: 0.2221 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:20 || Estimated Time: 1 day, 6:34:38
2023-08-06 03:32:53,186 semantic_segmentation INFO: Iters: 84440/150000 || Lr: 0.009496 || Task Loss: 0.1363 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:37 || Estimated Time: 1 day, 6:34:21
2023-08-06 03:33:09,964 semantic_segmentation INFO: Iters: 84450/150000 || Lr: 0.009494 || Task Loss: 0.1809 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:54 || Estimated Time: 1 day, 6:34:04
2023-08-06 03:33:26,731 semantic_segmentation INFO: Iters: 84460/150000 || Lr: 0.009493 || Task Loss: 0.2616 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:23:11 || Estimated Time: 1 day, 6:33:47
2023-08-06 03:33:43,514 semantic_segmentation INFO: Iters: 84470/150000 || Lr: 0.009492 || Task Loss: 0.2723 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:23:28 || Estimated Time: 1 day, 6:33:31
2023-08-06 03:34:00,273 semantic_segmentation INFO: Iters: 84480/150000 || Lr: 0.009491 || Task Loss: 0.2159 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:23:44 || Estimated Time: 1 day, 6:33:14
2023-08-06 03:34:17,026 semantic_segmentation INFO: Iters: 84490/150000 || Lr: 0.009489 || Task Loss: 0.2684 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:24:01 || Estimated Time: 1 day, 6:32:57
2023-08-06 03:34:33,828 semantic_segmentation INFO: Iters: 84500/150000 || Lr: 0.009488 || Task Loss: 0.1478 || KD Loss: 0.0263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:24:18 || Estimated Time: 1 day, 6:32:40
2023-08-06 03:34:50,565 semantic_segmentation INFO: Iters: 84510/150000 || Lr: 0.009487 || Task Loss: 0.2057 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:24:35 || Estimated Time: 1 day, 6:32:23
2023-08-06 03:35:07,338 semantic_segmentation INFO: Iters: 84520/150000 || Lr: 0.009485 || Task Loss: 0.2602 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:24:51 || Estimated Time: 1 day, 6:32:07
2023-08-06 03:35:24,143 semantic_segmentation INFO: Iters: 84530/150000 || Lr: 0.009484 || Task Loss: 0.1701 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:25:08 || Estimated Time: 1 day, 6:31:50
2023-08-06 03:35:40,853 semantic_segmentation INFO: Iters: 84540/150000 || Lr: 0.009483 || Task Loss: 0.2181 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:25:25 || Estimated Time: 1 day, 6:31:33
2023-08-06 03:35:57,588 semantic_segmentation INFO: Iters: 84550/150000 || Lr: 0.009481 || Task Loss: 0.2185 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:25:42 || Estimated Time: 1 day, 6:31:16
2023-08-06 03:36:14,368 semantic_segmentation INFO: Iters: 84560/150000 || Lr: 0.009480 || Task Loss: 0.2462 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:25:58 || Estimated Time: 1 day, 6:30:59
2023-08-06 03:36:31,109 semantic_segmentation INFO: Iters: 84570/150000 || Lr: 0.009479 || Task Loss: 0.1384 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:26:15 || Estimated Time: 1 day, 6:30:43
2023-08-06 03:36:47,899 semantic_segmentation INFO: Iters: 84580/150000 || Lr: 0.009477 || Task Loss: 0.1399 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:30:26
2023-08-06 03:37:04,690 semantic_segmentation INFO: Iters: 84590/150000 || Lr: 0.009476 || Task Loss: 0.1965 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:26:49 || Estimated Time: 1 day, 6:30:09
2023-08-06 03:37:21,471 semantic_segmentation INFO: Iters: 84600/150000 || Lr: 0.009475 || Task Loss: 0.3725 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:27:06 || Estimated Time: 1 day, 6:29:52
2023-08-06 03:37:38,246 semantic_segmentation INFO: Iters: 84610/150000 || Lr: 0.009474 || Task Loss: 0.2600 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:27:22 || Estimated Time: 1 day, 6:29:35
2023-08-06 03:37:54,987 semantic_segmentation INFO: Iters: 84620/150000 || Lr: 0.009472 || Task Loss: 0.3580 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:27:39 || Estimated Time: 1 day, 6:29:19
2023-08-06 03:38:11,687 semantic_segmentation INFO: Iters: 84630/150000 || Lr: 0.009471 || Task Loss: 0.1791 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:27:56 || Estimated Time: 1 day, 6:29:02
2023-08-06 03:38:28,457 semantic_segmentation INFO: Iters: 84640/150000 || Lr: 0.009470 || Task Loss: 0.1627 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:28:12 || Estimated Time: 1 day, 6:28:45
2023-08-06 03:38:45,126 semantic_segmentation INFO: Iters: 84650/150000 || Lr: 0.009468 || Task Loss: 0.4888 || KD Loss: 0.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:28:29 || Estimated Time: 1 day, 6:28:28
2023-08-06 03:39:01,870 semantic_segmentation INFO: Iters: 84660/150000 || Lr: 0.009467 || Task Loss: 0.1926 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:28:46 || Estimated Time: 1 day, 6:28:11
2023-08-06 03:39:18,644 semantic_segmentation INFO: Iters: 84670/150000 || Lr: 0.009466 || Task Loss: 0.2000 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:29:03 || Estimated Time: 1 day, 6:27:54
2023-08-06 03:39:35,385 semantic_segmentation INFO: Iters: 84680/150000 || Lr: 0.009464 || Task Loss: 0.2730 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:29:19 || Estimated Time: 1 day, 6:27:38
2023-08-06 03:39:52,155 semantic_segmentation INFO: Iters: 84690/150000 || Lr: 0.009463 || Task Loss: 0.1891 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:29:36 || Estimated Time: 1 day, 6:27:21
2023-08-06 03:40:08,943 semantic_segmentation INFO: Iters: 84700/150000 || Lr: 0.009462 || Task Loss: 0.2832 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:29:53 || Estimated Time: 1 day, 6:27:04
2023-08-06 03:40:25,692 semantic_segmentation INFO: Iters: 84710/150000 || Lr: 0.009461 || Task Loss: 0.4789 || KD Loss: 0.2352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:30:10 || Estimated Time: 1 day, 6:26:47
2023-08-06 03:40:42,415 semantic_segmentation INFO: Iters: 84720/150000 || Lr: 0.009459 || Task Loss: 0.2253 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:30:26 || Estimated Time: 1 day, 6:26:30
2023-08-06 03:40:59,215 semantic_segmentation INFO: Iters: 84730/150000 || Lr: 0.009458 || Task Loss: 0.1940 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:30:43 || Estimated Time: 1 day, 6:26:14
2023-08-06 03:41:15,998 semantic_segmentation INFO: Iters: 84740/150000 || Lr: 0.009457 || Task Loss: 0.1705 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:31:00 || Estimated Time: 1 day, 6:25:57
2023-08-06 03:41:32,752 semantic_segmentation INFO: Iters: 84750/150000 || Lr: 0.009455 || Task Loss: 0.3183 || KD Loss: 0.1529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:31:17 || Estimated Time: 1 day, 6:25:40
2023-08-06 03:41:49,460 semantic_segmentation INFO: Iters: 84760/150000 || Lr: 0.009454 || Task Loss: 0.2183 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:31:33 || Estimated Time: 1 day, 6:25:23
2023-08-06 03:42:06,203 semantic_segmentation INFO: Iters: 84770/150000 || Lr: 0.009453 || Task Loss: 0.1715 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:31:50 || Estimated Time: 1 day, 6:25:06
2023-08-06 03:42:22,876 semantic_segmentation INFO: Iters: 84780/150000 || Lr: 0.009451 || Task Loss: 0.2944 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:32:07 || Estimated Time: 1 day, 6:24:49
2023-08-06 03:42:39,632 semantic_segmentation INFO: Iters: 84790/150000 || Lr: 0.009450 || Task Loss: 0.2803 || KD Loss: 0.1249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:32:24 || Estimated Time: 1 day, 6:24:33
2023-08-06 03:42:56,429 semantic_segmentation INFO: Iters: 84800/150000 || Lr: 0.009449 || Task Loss: 0.4826 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:32:40 || Estimated Time: 1 day, 6:24:16
2023-08-06 03:42:56,503 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 03:42:57,347 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.409
2023-08-06 03:42:57,467 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.502
2023-08-06 03:42:57,586 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.509
2023-08-06 03:42:57,708 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.534
2023-08-06 03:42:57,832 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.526
2023-08-06 03:42:57,955 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.527
2023-08-06 03:42:58,076 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.553
2023-08-06 03:42:58,193 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.587
2023-08-06 03:42:58,320 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.637
2023-08-06 03:42:58,450 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.673
2023-08-06 03:42:58,570 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.687
2023-08-06 03:42:58,691 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.712
2023-08-06 03:42:58,810 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.700
2023-08-06 03:42:58,933 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.685
2023-08-06 03:42:59,058 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.685
2023-08-06 03:42:59,181 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.676
2023-08-06 03:42:59,304 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.678
2023-08-06 03:42:59,424 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.677
2023-08-06 03:42:59,545 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.683
2023-08-06 03:42:59,668 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.690
2023-08-06 03:42:59,791 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.692
2023-08-06 03:42:59,913 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.672
2023-08-06 03:43:00,033 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.670
2023-08-06 03:43:00,163 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 03:43:00,297 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 03:43:00,418 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.695
2023-08-06 03:43:00,537 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-06 03:43:00,654 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.679
2023-08-06 03:43:00,777 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.683
2023-08-06 03:43:00,905 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-06 03:43:01,027 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-06 03:43:01,150 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-06 03:43:01,271 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-06 03:43:01,392 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-06 03:43:01,514 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-06 03:43:01,635 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-06 03:43:01,756 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-06 03:43:01,876 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.693
2023-08-06 03:43:02,003 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.688
2023-08-06 03:43:02,134 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.687
2023-08-06 03:43:02,254 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.689
2023-08-06 03:43:02,377 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.689
2023-08-06 03:43:02,498 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-06 03:43:02,620 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-06 03:43:02,744 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-06 03:43:02,869 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-06 03:43:02,994 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-06 03:43:03,117 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-06 03:43:03,236 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.693
2023-08-06 03:43:03,358 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 03:43:03,480 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 03:43:03,602 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 03:43:03,719 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 03:43:03,843 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.706
2023-08-06 03:43:03,974 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.703
2023-08-06 03:43:04,093 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.707
2023-08-06 03:43:04,212 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.708
2023-08-06 03:43:04,329 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 03:43:04,453 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 03:43:04,583 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.715
2023-08-06 03:43:04,702 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 03:43:04,822 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 03:43:04,943 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 03:43:05,063 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.723
2023-08-06 03:43:05,184 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 03:43:05,308 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-06 03:43:05,434 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 03:43:05,558 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-06 03:43:05,683 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 03:43:05,807 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 03:43:05,930 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.723
2023-08-06 03:43:06,053 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 03:43:06,174 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 03:43:06,300 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 03:43:06,430 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 03:43:06,550 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.715
2023-08-06 03:43:06,668 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 03:43:06,785 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 03:43:06,902 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 03:43:07,020 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 03:43:07,145 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 03:43:07,274 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 03:43:07,399 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.717
2023-08-06 03:43:07,519 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.715
2023-08-06 03:43:07,637 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-06 03:43:07,761 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-06 03:43:07,889 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-06 03:43:08,014 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.710
2023-08-06 03:43:08,139 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.709
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2023-08-06 03:43:09,761 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.724
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2023-08-06 03:43:10,749 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.722
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2023-08-06 03:43:56,422 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-06 03:43:56,546 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-06 03:43:56,671 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-06 03:43:56,795 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-06 03:43:56,915 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-06 03:43:57,035 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-06 03:43:57,157 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:57,277 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:57,399 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:57,521 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:57,645 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:57,770 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:57,892 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:58,009 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:58,134 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:58,263 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:58,387 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:58,511 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:58,631 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:43:58,752 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 03:44:15,694 semantic_segmentation INFO: Iters: 84810/150000 || Lr: 0.009447 || Task Loss: 0.1653 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:34:00 || Estimated Time: 1 day, 6:24:47
2023-08-06 03:44:32,607 semantic_segmentation INFO: Iters: 84820/150000 || Lr: 0.009446 || Task Loss: 0.2084 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:34:17 || Estimated Time: 1 day, 6:24:30
2023-08-06 03:44:49,428 semantic_segmentation INFO: Iters: 84830/150000 || Lr: 0.009445 || Task Loss: 0.2719 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:34:33 || Estimated Time: 1 day, 6:24:14
2023-08-06 03:45:06,344 semantic_segmentation INFO: Iters: 84840/150000 || Lr: 0.009444 || Task Loss: 0.2416 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:34:50 || Estimated Time: 1 day, 6:23:57
2023-08-06 03:45:23,216 semantic_segmentation INFO: Iters: 84850/150000 || Lr: 0.009442 || Task Loss: 0.4202 || KD Loss: 0.2521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:35:07 || Estimated Time: 1 day, 6:23:40
2023-08-06 03:45:40,066 semantic_segmentation INFO: Iters: 84860/150000 || Lr: 0.009441 || Task Loss: 0.2086 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:23:23
2023-08-06 03:45:56,938 semantic_segmentation INFO: Iters: 84870/150000 || Lr: 0.009440 || Task Loss: 0.2203 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:35:41 || Estimated Time: 1 day, 6:23:07
2023-08-06 03:46:13,778 semantic_segmentation INFO: Iters: 84880/150000 || Lr: 0.009438 || Task Loss: 0.2804 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:35:58 || Estimated Time: 1 day, 6:22:50
2023-08-06 03:46:30,588 semantic_segmentation INFO: Iters: 84890/150000 || Lr: 0.009437 || Task Loss: 0.1822 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:36:15 || Estimated Time: 1 day, 6:22:33
2023-08-06 03:46:47,508 semantic_segmentation INFO: Iters: 84900/150000 || Lr: 0.009436 || Task Loss: 0.2961 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:36:32 || Estimated Time: 1 day, 6:22:16
2023-08-06 03:47:04,454 semantic_segmentation INFO: Iters: 84910/150000 || Lr: 0.009434 || Task Loss: 0.3752 || KD Loss: 0.1447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:36:48 || Estimated Time: 1 day, 6:22:00
2023-08-06 03:47:21,442 semantic_segmentation INFO: Iters: 84920/150000 || Lr: 0.009433 || Task Loss: 0.2048 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:37:05 || Estimated Time: 1 day, 6:21:43
2023-08-06 03:47:38,183 semantic_segmentation INFO: Iters: 84930/150000 || Lr: 0.009432 || Task Loss: 0.1523 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:37:22 || Estimated Time: 1 day, 6:21:26
2023-08-06 03:47:54,901 semantic_segmentation INFO: Iters: 84940/150000 || Lr: 0.009431 || Task Loss: 0.3390 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:37:39 || Estimated Time: 1 day, 6:21:09
2023-08-06 03:48:11,672 semantic_segmentation INFO: Iters: 84950/150000 || Lr: 0.009429 || Task Loss: 0.2151 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:37:56 || Estimated Time: 1 day, 6:20:53
2023-08-06 03:48:28,417 semantic_segmentation INFO: Iters: 84960/150000 || Lr: 0.009428 || Task Loss: 0.2204 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:38:12 || Estimated Time: 1 day, 6:20:36
2023-08-06 03:48:45,191 semantic_segmentation INFO: Iters: 84970/150000 || Lr: 0.009427 || Task Loss: 0.2581 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:38:29 || Estimated Time: 1 day, 6:20:19
2023-08-06 03:49:02,023 semantic_segmentation INFO: Iters: 84980/150000 || Lr: 0.009425 || Task Loss: 0.2090 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:38:46 || Estimated Time: 1 day, 6:20:02
2023-08-06 03:49:18,818 semantic_segmentation INFO: Iters: 84990/150000 || Lr: 0.009424 || Task Loss: 0.1960 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:39:03 || Estimated Time: 1 day, 6:19:45
2023-08-06 03:49:35,567 semantic_segmentation INFO: Iters: 85000/150000 || Lr: 0.009423 || Task Loss: 0.2412 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:39:20 || Estimated Time: 1 day, 6:19:29
2023-08-06 03:49:52,373 semantic_segmentation INFO: Iters: 85010/150000 || Lr: 0.009421 || Task Loss: 0.1955 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:39:36 || Estimated Time: 1 day, 6:19:12
2023-08-06 03:50:09,117 semantic_segmentation INFO: Iters: 85020/150000 || Lr: 0.009420 || Task Loss: 0.2084 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:39:53 || Estimated Time: 1 day, 6:18:55
2023-08-06 03:50:25,883 semantic_segmentation INFO: Iters: 85030/150000 || Lr: 0.009419 || Task Loss: 0.2341 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:40:10 || Estimated Time: 1 day, 6:18:38
2023-08-06 03:50:42,630 semantic_segmentation INFO: Iters: 85040/150000 || Lr: 0.009417 || Task Loss: 0.2637 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:40:27 || Estimated Time: 1 day, 6:18:21
2023-08-06 03:50:59,413 semantic_segmentation INFO: Iters: 85050/150000 || Lr: 0.009416 || Task Loss: 0.2307 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:40:43 || Estimated Time: 1 day, 6:18:04
2023-08-06 03:51:16,106 semantic_segmentation INFO: Iters: 85060/150000 || Lr: 0.009415 || Task Loss: 0.3168 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:41:00 || Estimated Time: 1 day, 6:17:48
2023-08-06 03:51:32,905 semantic_segmentation INFO: Iters: 85070/150000 || Lr: 0.009414 || Task Loss: 0.2146 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:41:17 || Estimated Time: 1 day, 6:17:31
2023-08-06 03:51:49,631 semantic_segmentation INFO: Iters: 85080/150000 || Lr: 0.009412 || Task Loss: 0.1364 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:41:34 || Estimated Time: 1 day, 6:17:14
2023-08-06 03:52:06,426 semantic_segmentation INFO: Iters: 85090/150000 || Lr: 0.009411 || Task Loss: 0.2140 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:41:50 || Estimated Time: 1 day, 6:16:57
2023-08-06 03:52:23,227 semantic_segmentation INFO: Iters: 85100/150000 || Lr: 0.009410 || Task Loss: 0.3151 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:42:07 || Estimated Time: 1 day, 6:16:40
2023-08-06 03:52:39,917 semantic_segmentation INFO: Iters: 85110/150000 || Lr: 0.009408 || Task Loss: 0.2100 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:42:24 || Estimated Time: 1 day, 6:16:24
2023-08-06 03:52:56,676 semantic_segmentation INFO: Iters: 85120/150000 || Lr: 0.009407 || Task Loss: 0.2299 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:42:41 || Estimated Time: 1 day, 6:16:07
2023-08-06 03:53:13,455 semantic_segmentation INFO: Iters: 85130/150000 || Lr: 0.009406 || Task Loss: 0.1923 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:42:57 || Estimated Time: 1 day, 6:15:50
2023-08-06 03:53:30,180 semantic_segmentation INFO: Iters: 85140/150000 || Lr: 0.009404 || Task Loss: 0.1692 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:15:33
2023-08-06 03:53:46,831 semantic_segmentation INFO: Iters: 85150/150000 || Lr: 0.009403 || Task Loss: 0.4357 || KD Loss: 0.2309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:43:31 || Estimated Time: 1 day, 6:15:16
2023-08-06 03:54:03,505 semantic_segmentation INFO: Iters: 85160/150000 || Lr: 0.009402 || Task Loss: 0.1181 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:43:48 || Estimated Time: 1 day, 6:14:59
2023-08-06 03:54:20,213 semantic_segmentation INFO: Iters: 85170/150000 || Lr: 0.009401 || Task Loss: 0.2594 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:04 || Estimated Time: 1 day, 6:14:42
2023-08-06 03:54:36,970 semantic_segmentation INFO: Iters: 85180/150000 || Lr: 0.009399 || Task Loss: 0.2254 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:21 || Estimated Time: 1 day, 6:14:26
2023-08-06 03:54:53,676 semantic_segmentation INFO: Iters: 85190/150000 || Lr: 0.009398 || Task Loss: 0.2049 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:38 || Estimated Time: 1 day, 6:14:09
2023-08-06 03:55:10,354 semantic_segmentation INFO: Iters: 85200/150000 || Lr: 0.009397 || Task Loss: 0.2757 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:54 || Estimated Time: 1 day, 6:13:52
2023-08-06 03:55:27,133 semantic_segmentation INFO: Iters: 85210/150000 || Lr: 0.009395 || Task Loss: 0.1843 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:45:11 || Estimated Time: 1 day, 6:13:35
2023-08-06 03:55:43,932 semantic_segmentation INFO: Iters: 85220/150000 || Lr: 0.009394 || Task Loss: 0.1866 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:45:28 || Estimated Time: 1 day, 6:13:18
2023-08-06 03:56:00,625 semantic_segmentation INFO: Iters: 85230/150000 || Lr: 0.009393 || Task Loss: 0.2143 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:45:45 || Estimated Time: 1 day, 6:13:01
2023-08-06 03:56:17,361 semantic_segmentation INFO: Iters: 85240/150000 || Lr: 0.009391 || Task Loss: 0.1463 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:46:01 || Estimated Time: 1 day, 6:12:44
2023-08-06 03:56:34,155 semantic_segmentation INFO: Iters: 85250/150000 || Lr: 0.009390 || Task Loss: 0.2331 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:46:18 || Estimated Time: 1 day, 6:12:28
2023-08-06 03:56:51,014 semantic_segmentation INFO: Iters: 85260/150000 || Lr: 0.009389 || Task Loss: 0.1795 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:46:35 || Estimated Time: 1 day, 6:12:11
2023-08-06 03:57:07,742 semantic_segmentation INFO: Iters: 85270/150000 || Lr: 0.009387 || Task Loss: 0.1463 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:46:52 || Estimated Time: 1 day, 6:11:54
2023-08-06 03:57:24,547 semantic_segmentation INFO: Iters: 85280/150000 || Lr: 0.009386 || Task Loss: 0.2618 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:47:09 || Estimated Time: 1 day, 6:11:37
2023-08-06 03:57:41,297 semantic_segmentation INFO: Iters: 85290/150000 || Lr: 0.009385 || Task Loss: 0.1919 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:47:25 || Estimated Time: 1 day, 6:11:21
2023-08-06 03:57:58,135 semantic_segmentation INFO: Iters: 85300/150000 || Lr: 0.009384 || Task Loss: 0.2038 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:47:42 || Estimated Time: 1 day, 6:11:04
2023-08-06 03:58:14,949 semantic_segmentation INFO: Iters: 85310/150000 || Lr: 0.009382 || Task Loss: 0.2050 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:47:59 || Estimated Time: 1 day, 6:10:47
2023-08-06 03:58:31,729 semantic_segmentation INFO: Iters: 85320/150000 || Lr: 0.009381 || Task Loss: 0.2774 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:48:16 || Estimated Time: 1 day, 6:10:30
2023-08-06 03:58:48,544 semantic_segmentation INFO: Iters: 85330/150000 || Lr: 0.009380 || Task Loss: 0.2067 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:48:33 || Estimated Time: 1 day, 6:10:13
2023-08-06 03:59:05,367 semantic_segmentation INFO: Iters: 85340/150000 || Lr: 0.009378 || Task Loss: 0.1958 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:48:49 || Estimated Time: 1 day, 6:09:57
2023-08-06 03:59:22,145 semantic_segmentation INFO: Iters: 85350/150000 || Lr: 0.009377 || Task Loss: 0.1849 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:49:06 || Estimated Time: 1 day, 6:09:40
2023-08-06 03:59:38,918 semantic_segmentation INFO: Iters: 85360/150000 || Lr: 0.009376 || Task Loss: 0.2528 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:09:23
2023-08-06 03:59:55,693 semantic_segmentation INFO: Iters: 85370/150000 || Lr: 0.009374 || Task Loss: 0.3364 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:09:06
2023-08-06 04:00:12,439 semantic_segmentation INFO: Iters: 85380/150000 || Lr: 0.009373 || Task Loss: 0.3285 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:08:49
2023-08-06 04:00:29,208 semantic_segmentation INFO: Iters: 85390/150000 || Lr: 0.009372 || Task Loss: 0.2719 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:50:13 || Estimated Time: 1 day, 6:08:33
2023-08-06 04:00:45,889 semantic_segmentation INFO: Iters: 85400/150000 || Lr: 0.009371 || Task Loss: 0.1918 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:50:30 || Estimated Time: 1 day, 6:08:16
2023-08-06 04:01:02,658 semantic_segmentation INFO: Iters: 85410/150000 || Lr: 0.009369 || Task Loss: 0.2156 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:50:47 || Estimated Time: 1 day, 6:07:59
2023-08-06 04:01:19,374 semantic_segmentation INFO: Iters: 85420/150000 || Lr: 0.009368 || Task Loss: 0.3827 || KD Loss: 0.4737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:51:03 || Estimated Time: 1 day, 6:07:42
2023-08-06 04:01:36,065 semantic_segmentation INFO: Iters: 85430/150000 || Lr: 0.009367 || Task Loss: 0.3060 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:51:20 || Estimated Time: 1 day, 6:07:25
2023-08-06 04:01:52,828 semantic_segmentation INFO: Iters: 85440/150000 || Lr: 0.009365 || Task Loss: 0.3727 || KD Loss: 0.1621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:51:37 || Estimated Time: 1 day, 6:07:08
2023-08-06 04:02:09,543 semantic_segmentation INFO: Iters: 85450/150000 || Lr: 0.009364 || Task Loss: 0.2831 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:51:54 || Estimated Time: 1 day, 6:06:51
2023-08-06 04:02:26,259 semantic_segmentation INFO: Iters: 85460/150000 || Lr: 0.009363 || Task Loss: 0.2412 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:52:10 || Estimated Time: 1 day, 6:06:35
2023-08-06 04:02:42,968 semantic_segmentation INFO: Iters: 85470/150000 || Lr: 0.009361 || Task Loss: 0.3193 || KD Loss: 0.1081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:52:27 || Estimated Time: 1 day, 6:06:18
2023-08-06 04:02:59,734 semantic_segmentation INFO: Iters: 85480/150000 || Lr: 0.009360 || Task Loss: 0.2326 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:52:44 || Estimated Time: 1 day, 6:06:01
2023-08-06 04:03:16,373 semantic_segmentation INFO: Iters: 85490/150000 || Lr: 0.009359 || Task Loss: 0.3196 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:53:00 || Estimated Time: 1 day, 6:05:44
2023-08-06 04:03:33,113 semantic_segmentation INFO: Iters: 85500/150000 || Lr: 0.009357 || Task Loss: 0.3072 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:53:17 || Estimated Time: 1 day, 6:05:27
2023-08-06 04:03:49,855 semantic_segmentation INFO: Iters: 85510/150000 || Lr: 0.009356 || Task Loss: 0.2801 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:53:34 || Estimated Time: 1 day, 6:05:10
2023-08-06 04:04:06,556 semantic_segmentation INFO: Iters: 85520/150000 || Lr: 0.009355 || Task Loss: 0.4604 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:53:51 || Estimated Time: 1 day, 6:04:53
2023-08-06 04:04:23,289 semantic_segmentation INFO: Iters: 85530/150000 || Lr: 0.009354 || Task Loss: 0.1849 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:54:07 || Estimated Time: 1 day, 6:04:37
2023-08-06 04:04:40,033 semantic_segmentation INFO: Iters: 85540/150000 || Lr: 0.009352 || Task Loss: 0.2624 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:54:24 || Estimated Time: 1 day, 6:04:20
2023-08-06 04:04:56,768 semantic_segmentation INFO: Iters: 85550/150000 || Lr: 0.009351 || Task Loss: 0.2975 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:54:41 || Estimated Time: 1 day, 6:04:03
2023-08-06 04:05:13,426 semantic_segmentation INFO: Iters: 85560/150000 || Lr: 0.009350 || Task Loss: 0.2384 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:54:57 || Estimated Time: 1 day, 6:03:46
2023-08-06 04:05:30,176 semantic_segmentation INFO: Iters: 85570/150000 || Lr: 0.009348 || Task Loss: 0.2206 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:55:14 || Estimated Time: 1 day, 6:03:29
2023-08-06 04:05:46,992 semantic_segmentation INFO: Iters: 85580/150000 || Lr: 0.009347 || Task Loss: 0.2253 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:55:31 || Estimated Time: 1 day, 6:03:12
2023-08-06 04:06:03,782 semantic_segmentation INFO: Iters: 85590/150000 || Lr: 0.009346 || Task Loss: 0.2740 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:55:48 || Estimated Time: 1 day, 6:02:56
2023-08-06 04:06:20,508 semantic_segmentation INFO: Iters: 85600/150000 || Lr: 0.009344 || Task Loss: 0.3124 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:56:05 || Estimated Time: 1 day, 6:02:39
2023-08-06 04:06:20,587 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 04:06:21,358 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.406
2023-08-06 04:06:21,482 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.479
2023-08-06 04:06:21,605 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.483
2023-08-06 04:06:21,729 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.518
2023-08-06 04:06:21,852 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.512
2023-08-06 04:06:21,980 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.513
2023-08-06 04:06:22,114 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.536
2023-08-06 04:06:22,235 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.568
2023-08-06 04:06:22,358 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.601
2023-08-06 04:06:22,476 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.638
2023-08-06 04:06:22,601 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.646
2023-08-06 04:06:22,728 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.688
2023-08-06 04:06:22,853 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.697
2023-08-06 04:06:22,980 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.690
2023-08-06 04:06:23,101 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.692
2023-08-06 04:06:23,221 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.684
2023-08-06 04:06:23,342 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.688
2023-08-06 04:06:23,464 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.688
2023-08-06 04:06:23,585 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.694
2023-08-06 04:06:23,705 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.702
2023-08-06 04:06:23,832 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.704
2023-08-06 04:06:23,967 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 04:06:24,088 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-06 04:06:24,213 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 04:06:24,336 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.732
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2023-08-06 04:06:24,577 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.716
2023-08-06 04:06:24,698 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.712
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2023-08-06 04:06:24,937 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.713
2023-08-06 04:06:25,062 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 04:06:25,193 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.709
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2023-08-06 04:06:25,799 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.708
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2023-08-06 04:06:26,038 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.709
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2023-08-06 04:06:27,023 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.707
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2023-08-06 04:06:27,638 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.715
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2023-08-06 04:06:28,739 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.731
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2023-08-06 04:06:29,111 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.734
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2023-08-06 04:06:33,579 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-06 04:06:33,704 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.730
2023-08-06 04:06:33,829 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.729
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2023-08-06 04:06:34,070 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.729
2023-08-06 04:06:34,192 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.729
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2023-08-06 04:06:35,058 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.727
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2023-08-06 04:06:37,027 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.942, mIoU: 0.731
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2023-08-06 04:07:09,585 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:09,712 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:09,842 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:09,964 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:10,088 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:10,210 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:10,330 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:10,449 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:10,568 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:10,687 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:07:10,807 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 04:07:10,929 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 04:07:11,049 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 04:07:11,177 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 04:07:11,305 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 04:07:11,428 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 04:07:11,549 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 04:07:11,669 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 04:07:11,790 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 04:07:11,910 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 04:07:12,027 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 04:07:12,150 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:12,275 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:12,398 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:12,522 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:12,645 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:12,770 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:12,899 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:13,021 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:13,142 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:13,264 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:13,389 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:13,515 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 04:07:13,642 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 04:07:13,769 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:13,892 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:14,014 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:14,135 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:14,255 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:14,376 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:14,498 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:14,628 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:14,762 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:14,885 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:15,007 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:15,128 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:15,251 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:15,374 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:15,496 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:15,617 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:15,736 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:15,863 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:07:15,992 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:16,120 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:16,246 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:16,372 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:16,495 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:16,620 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:16,741 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:16,861 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:16,980 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:17,109 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:17,237 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 04:07:17,360 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 04:07:17,483 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 04:07:17,608 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 04:07:17,733 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 04:07:17,857 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 04:07:17,974 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 04:07:18,100 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 04:07:18,231 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 04:07:18,355 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 04:07:18,477 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 04:07:18,597 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 04:07:18,720 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 04:07:18,846 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 04:07:18,972 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 04:07:19,097 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 04:07:19,218 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 04:07:19,338 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 04:07:19,458 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 04:07:19,578 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:19,699 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:19,815 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:19,941 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:20,072 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:20,195 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:20,321 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:20,444 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:20,566 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:20,686 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:20,807 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:20,928 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:21,046 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:21,168 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 04:07:21,293 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:21,419 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:21,545 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:21,669 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:21,789 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:21,911 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:22,031 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:22,150 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:22,267 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:22,392 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:22,526 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:22,648 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:22,770 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:22,890 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 04:07:39,866 semantic_segmentation INFO: Iters: 85610/150000 || Lr: 0.009343 || Task Loss: 0.1979 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:57:24 || Estimated Time: 1 day, 6:03:09
2023-08-06 04:07:56,704 semantic_segmentation INFO: Iters: 85620/150000 || Lr: 0.009342 || Task Loss: 0.1772 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:57:41 || Estimated Time: 1 day, 6:02:52
2023-08-06 04:08:13,550 semantic_segmentation INFO: Iters: 85630/150000 || Lr: 0.009340 || Task Loss: 0.2519 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:57:58 || Estimated Time: 1 day, 6:02:35
2023-08-06 04:08:30,401 semantic_segmentation INFO: Iters: 85640/150000 || Lr: 0.009339 || Task Loss: 0.1282 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:58:14 || Estimated Time: 1 day, 6:02:19
2023-08-06 04:08:47,227 semantic_segmentation INFO: Iters: 85650/150000 || Lr: 0.009338 || Task Loss: 0.2670 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:58:31 || Estimated Time: 1 day, 6:02:02
2023-08-06 04:09:04,071 semantic_segmentation INFO: Iters: 85660/150000 || Lr: 0.009337 || Task Loss: 0.2624 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 6:01:45
2023-08-06 04:09:20,859 semantic_segmentation INFO: Iters: 85670/150000 || Lr: 0.009335 || Task Loss: 0.2236 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:59:05 || Estimated Time: 1 day, 6:01:28
2023-08-06 04:09:37,660 semantic_segmentation INFO: Iters: 85680/150000 || Lr: 0.009334 || Task Loss: 0.2437 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:59:22 || Estimated Time: 1 day, 6:01:12
2023-08-06 04:09:54,398 semantic_segmentation INFO: Iters: 85690/150000 || Lr: 0.009333 || Task Loss: 0.2092 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:59:38 || Estimated Time: 1 day, 6:00:55
2023-08-06 04:10:11,237 semantic_segmentation INFO: Iters: 85700/150000 || Lr: 0.009331 || Task Loss: 0.2409 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:59:55 || Estimated Time: 1 day, 6:00:38
2023-08-06 04:10:27,939 semantic_segmentation INFO: Iters: 85710/150000 || Lr: 0.009330 || Task Loss: 0.2429 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:00:12 || Estimated Time: 1 day, 6:00:21
2023-08-06 04:10:44,679 semantic_segmentation INFO: Iters: 85720/150000 || Lr: 0.009329 || Task Loss: 0.3112 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:00:29 || Estimated Time: 1 day, 6:00:04
2023-08-06 04:11:01,423 semantic_segmentation INFO: Iters: 85730/150000 || Lr: 0.009327 || Task Loss: 0.1399 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:00:45 || Estimated Time: 1 day, 5:59:47
2023-08-06 04:11:18,123 semantic_segmentation INFO: Iters: 85740/150000 || Lr: 0.009326 || Task Loss: 0.1835 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:01:02 || Estimated Time: 1 day, 5:59:30
2023-08-06 04:11:35,073 semantic_segmentation INFO: Iters: 85750/150000 || Lr: 0.009325 || Task Loss: 0.2447 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:01:19 || Estimated Time: 1 day, 5:59:14
2023-08-06 04:11:52,017 semantic_segmentation INFO: Iters: 85760/150000 || Lr: 0.009323 || Task Loss: 0.2512 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:01:36 || Estimated Time: 1 day, 5:58:57
2023-08-06 04:12:08,856 semantic_segmentation INFO: Iters: 85770/150000 || Lr: 0.009322 || Task Loss: 0.2339 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:01:53 || Estimated Time: 1 day, 5:58:40
2023-08-06 04:12:25,565 semantic_segmentation INFO: Iters: 85780/150000 || Lr: 0.009321 || Task Loss: 0.2261 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:02:10 || Estimated Time: 1 day, 5:58:23
2023-08-06 04:12:42,198 semantic_segmentation INFO: Iters: 85790/150000 || Lr: 0.009320 || Task Loss: 0.2526 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:02:26 || Estimated Time: 1 day, 5:58:07
2023-08-06 04:12:58,969 semantic_segmentation INFO: Iters: 85800/150000 || Lr: 0.009318 || Task Loss: 0.1365 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:02:43 || Estimated Time: 1 day, 5:57:50
2023-08-06 04:13:15,681 semantic_segmentation INFO: Iters: 85810/150000 || Lr: 0.009317 || Task Loss: 0.2907 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:03:00 || Estimated Time: 1 day, 5:57:33
2023-08-06 04:13:32,389 semantic_segmentation INFO: Iters: 85820/150000 || Lr: 0.009316 || Task Loss: 0.2066 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:03:16 || Estimated Time: 1 day, 5:57:16
2023-08-06 04:13:49,444 semantic_segmentation INFO: Iters: 85830/150000 || Lr: 0.009314 || Task Loss: 0.2640 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:03:33 || Estimated Time: 1 day, 5:56:59
2023-08-06 04:14:06,174 semantic_segmentation INFO: Iters: 85840/150000 || Lr: 0.009313 || Task Loss: 0.2105 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:03:50 || Estimated Time: 1 day, 5:56:42
2023-08-06 04:14:22,901 semantic_segmentation INFO: Iters: 85850/150000 || Lr: 0.009312 || Task Loss: 0.1929 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:04:07 || Estimated Time: 1 day, 5:56:26
2023-08-06 04:14:39,599 semantic_segmentation INFO: Iters: 85860/150000 || Lr: 0.009310 || Task Loss: 0.3323 || KD Loss: 0.1148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:04:24 || Estimated Time: 1 day, 5:56:09
2023-08-06 04:14:56,339 semantic_segmentation INFO: Iters: 85870/150000 || Lr: 0.009309 || Task Loss: 0.1718 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:04:40 || Estimated Time: 1 day, 5:55:52
2023-08-06 04:15:13,085 semantic_segmentation INFO: Iters: 85880/150000 || Lr: 0.009308 || Task Loss: 0.2043 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:04:57 || Estimated Time: 1 day, 5:55:35
2023-08-06 04:15:29,731 semantic_segmentation INFO: Iters: 85890/150000 || Lr: 0.009307 || Task Loss: 0.3642 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:05:14 || Estimated Time: 1 day, 5:55:18
2023-08-06 04:15:46,466 semantic_segmentation INFO: Iters: 85900/150000 || Lr: 0.009305 || Task Loss: 0.1959 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:05:31 || Estimated Time: 1 day, 5:55:01
2023-08-06 04:16:03,155 semantic_segmentation INFO: Iters: 85910/150000 || Lr: 0.009304 || Task Loss: 0.1482 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:05:47 || Estimated Time: 1 day, 5:54:44
2023-08-06 04:16:19,885 semantic_segmentation INFO: Iters: 85920/150000 || Lr: 0.009303 || Task Loss: 0.1871 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:06:04 || Estimated Time: 1 day, 5:54:28
2023-08-06 04:16:36,630 semantic_segmentation INFO: Iters: 85930/150000 || Lr: 0.009301 || Task Loss: 0.1952 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:54:11
2023-08-06 04:16:53,372 semantic_segmentation INFO: Iters: 85940/150000 || Lr: 0.009300 || Task Loss: 0.1616 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:53:54
2023-08-06 04:17:10,063 semantic_segmentation INFO: Iters: 85950/150000 || Lr: 0.009299 || Task Loss: 0.3279 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:06:54 || Estimated Time: 1 day, 5:53:37
2023-08-06 04:17:26,846 semantic_segmentation INFO: Iters: 85960/150000 || Lr: 0.009297 || Task Loss: 0.1621 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:07:11 || Estimated Time: 1 day, 5:53:20
2023-08-06 04:17:43,566 semantic_segmentation INFO: Iters: 85970/150000 || Lr: 0.009296 || Task Loss: 0.1716 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:07:28 || Estimated Time: 1 day, 5:53:03
2023-08-06 04:18:00,258 semantic_segmentation INFO: Iters: 85980/150000 || Lr: 0.009295 || Task Loss: 0.2070 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:07:44 || Estimated Time: 1 day, 5:52:46
2023-08-06 04:18:16,987 semantic_segmentation INFO: Iters: 85990/150000 || Lr: 0.009293 || Task Loss: 0.2153 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:08:01 || Estimated Time: 1 day, 5:52:30
2023-08-06 04:18:33,753 semantic_segmentation INFO: Iters: 86000/150000 || Lr: 0.009292 || Task Loss: 0.3280 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:08:18 || Estimated Time: 1 day, 5:52:13
2023-08-06 04:18:50,544 semantic_segmentation INFO: Iters: 86010/150000 || Lr: 0.009291 || Task Loss: 0.2470 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:08:35 || Estimated Time: 1 day, 5:51:56
2023-08-06 04:19:07,312 semantic_segmentation INFO: Iters: 86020/150000 || Lr: 0.009290 || Task Loss: 0.3775 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:08:51 || Estimated Time: 1 day, 5:51:39
2023-08-06 04:19:24,144 semantic_segmentation INFO: Iters: 86030/150000 || Lr: 0.009288 || Task Loss: 0.1969 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:09:08 || Estimated Time: 1 day, 5:51:22
2023-08-06 04:19:40,962 semantic_segmentation INFO: Iters: 86040/150000 || Lr: 0.009287 || Task Loss: 0.1471 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:09:25 || Estimated Time: 1 day, 5:51:05
2023-08-06 04:19:57,741 semantic_segmentation INFO: Iters: 86050/150000 || Lr: 0.009286 || Task Loss: 0.2889 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:09:42 || Estimated Time: 1 day, 5:50:49
2023-08-06 04:20:14,570 semantic_segmentation INFO: Iters: 86060/150000 || Lr: 0.009284 || Task Loss: 0.2405 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:09:59 || Estimated Time: 1 day, 5:50:32
2023-08-06 04:20:31,390 semantic_segmentation INFO: Iters: 86070/150000 || Lr: 0.009283 || Task Loss: 0.2012 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:10:15 || Estimated Time: 1 day, 5:50:15
2023-08-06 04:20:48,181 semantic_segmentation INFO: Iters: 86080/150000 || Lr: 0.009282 || Task Loss: 0.3103 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:10:32 || Estimated Time: 1 day, 5:49:58
2023-08-06 04:21:05,044 semantic_segmentation INFO: Iters: 86090/150000 || Lr: 0.009280 || Task Loss: 0.1879 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:10:49 || Estimated Time: 1 day, 5:49:42
2023-08-06 04:21:21,887 semantic_segmentation INFO: Iters: 86100/150000 || Lr: 0.009279 || Task Loss: 0.2433 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:11:06 || Estimated Time: 1 day, 5:49:25
2023-08-06 04:21:38,687 semantic_segmentation INFO: Iters: 86110/150000 || Lr: 0.009278 || Task Loss: 0.2773 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:11:23 || Estimated Time: 1 day, 5:49:08
2023-08-06 04:21:55,438 semantic_segmentation INFO: Iters: 86120/150000 || Lr: 0.009276 || Task Loss: 0.3665 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:11:39 || Estimated Time: 1 day, 5:48:51
2023-08-06 04:22:12,211 semantic_segmentation INFO: Iters: 86130/150000 || Lr: 0.009275 || Task Loss: 0.2248 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:11:56 || Estimated Time: 1 day, 5:48:34
2023-08-06 04:22:28,944 semantic_segmentation INFO: Iters: 86140/150000 || Lr: 0.009274 || Task Loss: 0.2549 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:48:17
2023-08-06 04:22:45,743 semantic_segmentation INFO: Iters: 86150/150000 || Lr: 0.009273 || Task Loss: 0.2290 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:12:30 || Estimated Time: 1 day, 5:48:01
2023-08-06 04:23:02,539 semantic_segmentation INFO: Iters: 86160/150000 || Lr: 0.009271 || Task Loss: 0.2145 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:12:47 || Estimated Time: 1 day, 5:47:44
2023-08-06 04:23:19,326 semantic_segmentation INFO: Iters: 86170/150000 || Lr: 0.009270 || Task Loss: 0.2931 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:13:03 || Estimated Time: 1 day, 5:47:27
2023-08-06 04:23:35,993 semantic_segmentation INFO: Iters: 86180/150000 || Lr: 0.009269 || Task Loss: 0.3429 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:13:20 || Estimated Time: 1 day, 5:47:10
2023-08-06 04:23:52,719 semantic_segmentation INFO: Iters: 86190/150000 || Lr: 0.009267 || Task Loss: 0.2070 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:13:37 || Estimated Time: 1 day, 5:46:53
2023-08-06 04:24:09,495 semantic_segmentation INFO: Iters: 86200/150000 || Lr: 0.009266 || Task Loss: 0.2195 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:13:54 || Estimated Time: 1 day, 5:46:36
2023-08-06 04:24:26,194 semantic_segmentation INFO: Iters: 86210/150000 || Lr: 0.009265 || Task Loss: 0.3023 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:14:10 || Estimated Time: 1 day, 5:46:20
2023-08-06 04:24:42,890 semantic_segmentation INFO: Iters: 86220/150000 || Lr: 0.009263 || Task Loss: 0.1854 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:14:27 || Estimated Time: 1 day, 5:46:03
2023-08-06 04:24:59,604 semantic_segmentation INFO: Iters: 86230/150000 || Lr: 0.009262 || Task Loss: 0.1761 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:14:44 || Estimated Time: 1 day, 5:45:46
2023-08-06 04:25:16,323 semantic_segmentation INFO: Iters: 86240/150000 || Lr: 0.009261 || Task Loss: 0.1940 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:15:00 || Estimated Time: 1 day, 5:45:29
2023-08-06 04:25:33,050 semantic_segmentation INFO: Iters: 86250/150000 || Lr: 0.009259 || Task Loss: 0.2150 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:15:17 || Estimated Time: 1 day, 5:45:12
2023-08-06 04:25:49,735 semantic_segmentation INFO: Iters: 86260/150000 || Lr: 0.009258 || Task Loss: 0.1861 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:15:34 || Estimated Time: 1 day, 5:44:55
2023-08-06 04:26:06,457 semantic_segmentation INFO: Iters: 86270/150000 || Lr: 0.009257 || Task Loss: 0.2866 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:15:50 || Estimated Time: 1 day, 5:44:38
2023-08-06 04:26:23,224 semantic_segmentation INFO: Iters: 86280/150000 || Lr: 0.009256 || Task Loss: 0.2410 || KD Loss: 0.2126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:16:07 || Estimated Time: 1 day, 5:44:22
2023-08-06 04:26:39,910 semantic_segmentation INFO: Iters: 86290/150000 || Lr: 0.009254 || Task Loss: 0.5649 || KD Loss: 0.2520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:16:24 || Estimated Time: 1 day, 5:44:05
2023-08-06 04:26:56,671 semantic_segmentation INFO: Iters: 86300/150000 || Lr: 0.009253 || Task Loss: 0.1912 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:16:41 || Estimated Time: 1 day, 5:43:48
2023-08-06 04:27:13,663 semantic_segmentation INFO: Iters: 86310/150000 || Lr: 0.009252 || Task Loss: 0.2515 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:16:58 || Estimated Time: 1 day, 5:43:31
2023-08-06 04:27:30,354 semantic_segmentation INFO: Iters: 86320/150000 || Lr: 0.009250 || Task Loss: 0.2246 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:17:14 || Estimated Time: 1 day, 5:43:14
2023-08-06 04:27:47,073 semantic_segmentation INFO: Iters: 86330/150000 || Lr: 0.009249 || Task Loss: 0.2480 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:17:31 || Estimated Time: 1 day, 5:42:57
2023-08-06 04:28:03,839 semantic_segmentation INFO: Iters: 86340/150000 || Lr: 0.009248 || Task Loss: 0.3153 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:17:48 || Estimated Time: 1 day, 5:42:41
2023-08-06 04:28:20,581 semantic_segmentation INFO: Iters: 86350/150000 || Lr: 0.009246 || Task Loss: 0.3191 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:18:05 || Estimated Time: 1 day, 5:42:24
2023-08-06 04:28:37,298 semantic_segmentation INFO: Iters: 86360/150000 || Lr: 0.009245 || Task Loss: 0.2140 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:18:21 || Estimated Time: 1 day, 5:42:07
2023-08-06 04:28:54,098 semantic_segmentation INFO: Iters: 86370/150000 || Lr: 0.009244 || Task Loss: 0.1807 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:18:38 || Estimated Time: 1 day, 5:41:50
2023-08-06 04:29:10,900 semantic_segmentation INFO: Iters: 86380/150000 || Lr: 0.009242 || Task Loss: 0.1330 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:18:55 || Estimated Time: 1 day, 5:41:33
2023-08-06 04:29:27,710 semantic_segmentation INFO: Iters: 86390/150000 || Lr: 0.009241 || Task Loss: 0.3865 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:19:12 || Estimated Time: 1 day, 5:41:16
2023-08-06 04:29:44,545 semantic_segmentation INFO: Iters: 86400/150000 || Lr: 0.009240 || Task Loss: 0.1871 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:41:00
2023-08-06 04:29:44,627 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 04:29:45,411 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.391
2023-08-06 04:29:45,603 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.478
2023-08-06 04:29:45,727 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.495
2023-08-06 04:29:45,851 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.526
2023-08-06 04:29:45,974 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.517
2023-08-06 04:29:46,097 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.520
2023-08-06 04:29:46,220 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.568
2023-08-06 04:29:46,347 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.598
2023-08-06 04:29:46,473 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.648
2023-08-06 04:29:46,595 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.707
2023-08-06 04:29:46,715 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.705
2023-08-06 04:29:46,836 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.716
2023-08-06 04:29:46,958 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.719
2023-08-06 04:29:47,080 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.715
2023-08-06 04:29:47,199 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.704
2023-08-06 04:29:47,324 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.695
2023-08-06 04:29:47,454 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.697
2023-08-06 04:29:47,573 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.703
2023-08-06 04:29:47,693 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 04:29:47,813 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 04:29:47,941 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 04:29:48,074 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 04:29:48,196 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:29:48,315 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 04:29:48,431 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 04:29:48,553 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-06 04:29:48,679 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 04:29:48,802 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 04:29:48,925 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.733
2023-08-06 04:29:49,047 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-06 04:29:49,167 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-06 04:29:49,287 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.731
2023-08-06 04:29:49,410 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 04:29:49,532 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.728
2023-08-06 04:29:49,652 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 04:29:49,776 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-06 04:29:49,905 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-06 04:29:50,024 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 04:29:50,143 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 04:29:50,260 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-06 04:29:50,377 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 04:29:50,494 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-06 04:29:50,617 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-06 04:29:50,750 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 04:29:50,873 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 04:29:50,997 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 04:29:51,118 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 04:29:51,239 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 04:29:51,359 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 04:29:51,479 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 04:29:51,598 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 04:29:51,717 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 04:29:51,843 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 04:29:51,974 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-06 04:29:52,096 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:29:52,220 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.728
2023-08-06 04:29:52,342 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 04:29:52,461 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-06 04:29:52,581 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-06 04:29:52,701 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-06 04:29:52,822 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-06 04:29:52,940 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-06 04:29:53,063 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-06 04:29:53,192 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 04:29:53,315 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 04:29:53,438 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 04:29:53,560 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-06 04:29:53,681 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-06 04:29:53,805 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-06 04:29:53,928 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-06 04:29:54,048 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-06 04:29:54,165 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-06 04:29:54,292 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-06 04:29:54,426 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 04:29:54,546 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-06 04:29:54,670 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-06 04:29:54,793 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-06 04:29:54,912 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 04:29:55,032 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 04:29:55,153 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-06 04:29:55,274 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-06 04:29:55,392 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-06 04:29:55,514 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 04:29:55,636 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 04:29:55,760 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.730
2023-08-06 04:29:55,884 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.730
2023-08-06 04:29:56,008 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.731
2023-08-06 04:29:56,129 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 04:29:56,252 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 04:29:56,375 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 04:29:56,498 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 04:29:56,615 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-06 04:29:56,740 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-06 04:29:56,872 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-06 04:29:56,993 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-06 04:29:57,114 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.744
2023-08-06 04:29:57,235 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.745
2023-08-06 04:29:57,357 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.745
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2023-08-06 04:30:36,535 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.730
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2023-08-06 04:30:36,778 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.731
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2023-08-06 04:30:45,304 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:45,433 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:45,557 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:45,681 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:45,802 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:45,923 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:46,046 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:46,167 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:46,287 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:46,406 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:46,531 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:46,658 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:46,784 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:30:46,909 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 04:31:03,833 semantic_segmentation INFO: Iters: 86410/150000 || Lr: 0.009239 || Task Loss: 0.1784 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:20:48 || Estimated Time: 1 day, 5:41:29
2023-08-06 04:31:20,617 semantic_segmentation INFO: Iters: 86420/150000 || Lr: 0.009237 || Task Loss: 0.3976 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:41:12
2023-08-06 04:31:37,418 semantic_segmentation INFO: Iters: 86430/150000 || Lr: 0.009236 || Task Loss: 0.2786 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:40:55
2023-08-06 04:31:54,259 semantic_segmentation INFO: Iters: 86440/150000 || Lr: 0.009235 || Task Loss: 0.1967 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:40:38
2023-08-06 04:32:11,164 semantic_segmentation INFO: Iters: 86450/150000 || Lr: 0.009233 || Task Loss: 0.2067 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:21:55 || Estimated Time: 1 day, 5:40:22
2023-08-06 04:32:27,904 semantic_segmentation INFO: Iters: 86460/150000 || Lr: 0.009232 || Task Loss: 0.3296 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:22:12 || Estimated Time: 1 day, 5:40:05
2023-08-06 04:32:44,645 semantic_segmentation INFO: Iters: 86470/150000 || Lr: 0.009231 || Task Loss: 0.2296 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:22:29 || Estimated Time: 1 day, 5:39:48
2023-08-06 04:33:01,424 semantic_segmentation INFO: Iters: 86480/150000 || Lr: 0.009229 || Task Loss: 0.2212 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:22:45 || Estimated Time: 1 day, 5:39:31
2023-08-06 04:33:18,240 semantic_segmentation INFO: Iters: 86490/150000 || Lr: 0.009228 || Task Loss: 0.2576 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:23:02 || Estimated Time: 1 day, 5:39:14
2023-08-06 04:33:34,957 semantic_segmentation INFO: Iters: 86500/150000 || Lr: 0.009227 || Task Loss: 0.1970 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:23:19 || Estimated Time: 1 day, 5:38:57
2023-08-06 04:33:51,760 semantic_segmentation INFO: Iters: 86510/150000 || Lr: 0.009225 || Task Loss: 0.2954 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:23:36 || Estimated Time: 1 day, 5:38:41
2023-08-06 04:34:08,532 semantic_segmentation INFO: Iters: 86520/150000 || Lr: 0.009224 || Task Loss: 0.1256 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:23:53 || Estimated Time: 1 day, 5:38:24
2023-08-06 04:34:25,272 semantic_segmentation INFO: Iters: 86530/150000 || Lr: 0.009223 || Task Loss: 0.2005 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:24:09 || Estimated Time: 1 day, 5:38:07
2023-08-06 04:34:41,981 semantic_segmentation INFO: Iters: 86540/150000 || Lr: 0.009222 || Task Loss: 0.1525 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:24:26 || Estimated Time: 1 day, 5:37:50
2023-08-06 04:34:58,732 semantic_segmentation INFO: Iters: 86550/150000 || Lr: 0.009220 || Task Loss: 0.2246 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:24:43 || Estimated Time: 1 day, 5:37:33
2023-08-06 04:35:15,515 semantic_segmentation INFO: Iters: 86560/150000 || Lr: 0.009219 || Task Loss: 0.1490 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:25:00 || Estimated Time: 1 day, 5:37:16
2023-08-06 04:35:32,300 semantic_segmentation INFO: Iters: 86570/150000 || Lr: 0.009218 || Task Loss: 0.2751 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:25:16 || Estimated Time: 1 day, 5:37:00
2023-08-06 04:35:49,061 semantic_segmentation INFO: Iters: 86580/150000 || Lr: 0.009216 || Task Loss: 0.2490 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:25:33 || Estimated Time: 1 day, 5:36:43
2023-08-06 04:36:05,751 semantic_segmentation INFO: Iters: 86590/150000 || Lr: 0.009215 || Task Loss: 0.2451 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:25:50 || Estimated Time: 1 day, 5:36:26
2023-08-06 04:36:22,713 semantic_segmentation INFO: Iters: 86600/150000 || Lr: 0.009214 || Task Loss: 0.2619 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:26:07 || Estimated Time: 1 day, 5:36:09
2023-08-06 04:36:39,623 semantic_segmentation INFO: Iters: 86610/150000 || Lr: 0.009212 || Task Loss: 0.3107 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:26:24 || Estimated Time: 1 day, 5:35:52
2023-08-06 04:36:56,449 semantic_segmentation INFO: Iters: 86620/150000 || Lr: 0.009211 || Task Loss: 0.1323 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:26:40 || Estimated Time: 1 day, 5:35:36
2023-08-06 04:37:13,166 semantic_segmentation INFO: Iters: 86630/150000 || Lr: 0.009210 || Task Loss: 0.2415 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:26:57 || Estimated Time: 1 day, 5:35:19
2023-08-06 04:37:29,867 semantic_segmentation INFO: Iters: 86640/150000 || Lr: 0.009208 || Task Loss: 0.3362 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:27:14 || Estimated Time: 1 day, 5:35:02
2023-08-06 04:37:46,570 semantic_segmentation INFO: Iters: 86650/150000 || Lr: 0.009207 || Task Loss: 0.1428 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:27:31 || Estimated Time: 1 day, 5:34:45
2023-08-06 04:38:03,306 semantic_segmentation INFO: Iters: 86660/150000 || Lr: 0.009206 || Task Loss: 0.2004 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:27:47 || Estimated Time: 1 day, 5:34:28
2023-08-06 04:38:20,017 semantic_segmentation INFO: Iters: 86670/150000 || Lr: 0.009205 || Task Loss: 0.2068 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:28:04 || Estimated Time: 1 day, 5:34:11
2023-08-06 04:38:36,719 semantic_segmentation INFO: Iters: 86680/150000 || Lr: 0.009203 || Task Loss: 0.1813 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:28:21 || Estimated Time: 1 day, 5:33:54
2023-08-06 04:38:53,434 semantic_segmentation INFO: Iters: 86690/150000 || Lr: 0.009202 || Task Loss: 0.1711 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:28:37 || Estimated Time: 1 day, 5:33:37
2023-08-06 04:39:10,193 semantic_segmentation INFO: Iters: 86700/150000 || Lr: 0.009201 || Task Loss: 0.2368 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:28:54 || Estimated Time: 1 day, 5:33:21
2023-08-06 04:39:26,877 semantic_segmentation INFO: Iters: 86710/150000 || Lr: 0.009199 || Task Loss: 0.2228 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:33:04
2023-08-06 04:39:43,612 semantic_segmentation INFO: Iters: 86720/150000 || Lr: 0.009198 || Task Loss: 0.2164 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:29:28 || Estimated Time: 1 day, 5:32:47
2023-08-06 04:40:00,394 semantic_segmentation INFO: Iters: 86730/150000 || Lr: 0.009197 || Task Loss: 0.2851 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:29:44 || Estimated Time: 1 day, 5:32:30
2023-08-06 04:40:17,181 semantic_segmentation INFO: Iters: 86740/150000 || Lr: 0.009195 || Task Loss: 0.1746 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:30:01 || Estimated Time: 1 day, 5:32:13
2023-08-06 04:40:33,972 semantic_segmentation INFO: Iters: 86750/150000 || Lr: 0.009194 || Task Loss: 0.2109 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:30:18 || Estimated Time: 1 day, 5:31:56
2023-08-06 04:40:50,759 semantic_segmentation INFO: Iters: 86760/150000 || Lr: 0.009193 || Task Loss: 0.1745 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:30:35 || Estimated Time: 1 day, 5:31:39
2023-08-06 04:41:07,555 semantic_segmentation INFO: Iters: 86770/150000 || Lr: 0.009191 || Task Loss: 0.1569 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:30:52 || Estimated Time: 1 day, 5:31:23
2023-08-06 04:41:24,360 semantic_segmentation INFO: Iters: 86780/150000 || Lr: 0.009190 || Task Loss: 0.1800 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:31:08 || Estimated Time: 1 day, 5:31:06
2023-08-06 04:41:41,191 semantic_segmentation INFO: Iters: 86790/150000 || Lr: 0.009189 || Task Loss: 0.1483 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:31:25 || Estimated Time: 1 day, 5:30:49
2023-08-06 04:41:58,067 semantic_segmentation INFO: Iters: 86800/150000 || Lr: 0.009188 || Task Loss: 0.1810 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:31:42 || Estimated Time: 1 day, 5:30:32
2023-08-06 04:42:14,933 semantic_segmentation INFO: Iters: 86810/150000 || Lr: 0.009186 || Task Loss: 0.2201 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:31:59 || Estimated Time: 1 day, 5:30:16
2023-08-06 04:42:31,799 semantic_segmentation INFO: Iters: 86820/150000 || Lr: 0.009185 || Task Loss: 0.2184 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:32:16 || Estimated Time: 1 day, 5:29:59
2023-08-06 04:42:48,672 semantic_segmentation INFO: Iters: 86830/150000 || Lr: 0.009184 || Task Loss: 0.2648 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:32:33 || Estimated Time: 1 day, 5:29:42
2023-08-06 04:43:05,460 semantic_segmentation INFO: Iters: 86840/150000 || Lr: 0.009182 || Task Loss: 0.2652 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:32:49 || Estimated Time: 1 day, 5:29:25
2023-08-06 04:43:22,244 semantic_segmentation INFO: Iters: 86850/150000 || Lr: 0.009181 || Task Loss: 0.3537 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:33:06 || Estimated Time: 1 day, 5:29:08
2023-08-06 04:43:39,024 semantic_segmentation INFO: Iters: 86860/150000 || Lr: 0.009180 || Task Loss: 0.3280 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:33:23 || Estimated Time: 1 day, 5:28:52
2023-08-06 04:43:55,829 semantic_segmentation INFO: Iters: 86870/150000 || Lr: 0.009178 || Task Loss: 0.1776 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:33:40 || Estimated Time: 1 day, 5:28:35
2023-08-06 04:44:12,610 semantic_segmentation INFO: Iters: 86880/150000 || Lr: 0.009177 || Task Loss: 0.2583 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:33:57 || Estimated Time: 1 day, 5:28:18
2023-08-06 04:44:29,337 semantic_segmentation INFO: Iters: 86890/150000 || Lr: 0.009176 || Task Loss: 0.2795 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:34:13 || Estimated Time: 1 day, 5:28:01
2023-08-06 04:44:46,072 semantic_segmentation INFO: Iters: 86900/150000 || Lr: 0.009174 || Task Loss: 0.5174 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:34:30 || Estimated Time: 1 day, 5:27:44
2023-08-06 04:45:02,905 semantic_segmentation INFO: Iters: 86910/150000 || Lr: 0.009173 || Task Loss: 0.1973 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:34:47 || Estimated Time: 1 day, 5:27:27
2023-08-06 04:45:19,662 semantic_segmentation INFO: Iters: 86920/150000 || Lr: 0.009172 || Task Loss: 0.1648 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:27:11
2023-08-06 04:45:36,388 semantic_segmentation INFO: Iters: 86930/150000 || Lr: 0.009171 || Task Loss: 0.2653 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:26:54
2023-08-06 04:45:53,100 semantic_segmentation INFO: Iters: 86940/150000 || Lr: 0.009169 || Task Loss: 0.2253 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:35:37 || Estimated Time: 1 day, 5:26:37
2023-08-06 04:46:09,885 semantic_segmentation INFO: Iters: 86950/150000 || Lr: 0.009168 || Task Loss: 0.1454 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:35:54 || Estimated Time: 1 day, 5:26:20
2023-08-06 04:46:26,593 semantic_segmentation INFO: Iters: 86960/150000 || Lr: 0.009167 || Task Loss: 0.2749 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:36:11 || Estimated Time: 1 day, 5:26:03
2023-08-06 04:46:43,337 semantic_segmentation INFO: Iters: 86970/150000 || Lr: 0.009165 || Task Loss: 0.3480 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:36:27 || Estimated Time: 1 day, 5:25:46
2023-08-06 04:47:00,003 semantic_segmentation INFO: Iters: 86980/150000 || Lr: 0.009164 || Task Loss: 0.0924 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:25:29
2023-08-06 04:47:16,788 semantic_segmentation INFO: Iters: 86990/150000 || Lr: 0.009163 || Task Loss: 0.2809 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:37:01 || Estimated Time: 1 day, 5:25:12
2023-08-06 04:47:33,565 semantic_segmentation INFO: Iters: 87000/150000 || Lr: 0.009161 || Task Loss: 0.3188 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:37:18 || Estimated Time: 1 day, 5:24:56
2023-08-06 04:47:50,280 semantic_segmentation INFO: Iters: 87010/150000 || Lr: 0.009160 || Task Loss: 0.2132 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:37:34 || Estimated Time: 1 day, 5:24:39
2023-08-06 04:48:07,012 semantic_segmentation INFO: Iters: 87020/150000 || Lr: 0.009159 || Task Loss: 0.2474 || KD Loss: 0.3478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:37:51 || Estimated Time: 1 day, 5:24:22
2023-08-06 04:48:23,744 semantic_segmentation INFO: Iters: 87030/150000 || Lr: 0.009157 || Task Loss: 0.1303 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:38:08 || Estimated Time: 1 day, 5:24:05
2023-08-06 04:48:40,417 semantic_segmentation INFO: Iters: 87040/150000 || Lr: 0.009156 || Task Loss: 0.2344 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:38:24 || Estimated Time: 1 day, 5:23:48
2023-08-06 04:48:57,145 semantic_segmentation INFO: Iters: 87050/150000 || Lr: 0.009155 || Task Loss: 0.2228 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:38:41 || Estimated Time: 1 day, 5:23:31
2023-08-06 04:49:13,918 semantic_segmentation INFO: Iters: 87060/150000 || Lr: 0.009154 || Task Loss: 0.2317 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:38:58 || Estimated Time: 1 day, 5:23:14
2023-08-06 04:49:30,601 semantic_segmentation INFO: Iters: 87070/150000 || Lr: 0.009152 || Task Loss: 0.2831 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:39:15 || Estimated Time: 1 day, 5:22:58
2023-08-06 04:49:47,362 semantic_segmentation INFO: Iters: 87080/150000 || Lr: 0.009151 || Task Loss: 0.1765 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:39:31 || Estimated Time: 1 day, 5:22:41
2023-08-06 04:50:04,041 semantic_segmentation INFO: Iters: 87090/150000 || Lr: 0.009150 || Task Loss: 0.1680 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:39:48 || Estimated Time: 1 day, 5:22:24
2023-08-06 04:50:20,744 semantic_segmentation INFO: Iters: 87100/150000 || Lr: 0.009148 || Task Loss: 0.1536 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:40:05 || Estimated Time: 1 day, 5:22:07
2023-08-06 04:50:37,478 semantic_segmentation INFO: Iters: 87110/150000 || Lr: 0.009147 || Task Loss: 0.1797 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:40:22 || Estimated Time: 1 day, 5:21:50
2023-08-06 04:50:54,148 semantic_segmentation INFO: Iters: 87120/150000 || Lr: 0.009146 || Task Loss: 0.2904 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:40:38 || Estimated Time: 1 day, 5:21:33
2023-08-06 04:51:10,877 semantic_segmentation INFO: Iters: 87130/150000 || Lr: 0.009144 || Task Loss: 0.4251 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:40:55 || Estimated Time: 1 day, 5:21:16
2023-08-06 04:51:27,598 semantic_segmentation INFO: Iters: 87140/150000 || Lr: 0.009143 || Task Loss: 0.2830 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:41:12 || Estimated Time: 1 day, 5:20:59
2023-08-06 04:51:44,264 semantic_segmentation INFO: Iters: 87150/150000 || Lr: 0.009142 || Task Loss: 0.2530 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:41:28 || Estimated Time: 1 day, 5:20:43
2023-08-06 04:52:01,027 semantic_segmentation INFO: Iters: 87160/150000 || Lr: 0.009140 || Task Loss: 0.1477 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:41:45 || Estimated Time: 1 day, 5:20:26
2023-08-06 04:52:17,752 semantic_segmentation INFO: Iters: 87170/150000 || Lr: 0.009139 || Task Loss: 0.1741 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:42:02 || Estimated Time: 1 day, 5:20:09
2023-08-06 04:52:34,474 semantic_segmentation INFO: Iters: 87180/150000 || Lr: 0.009138 || Task Loss: 0.2135 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:42:19 || Estimated Time: 1 day, 5:19:52
2023-08-06 04:52:51,223 semantic_segmentation INFO: Iters: 87190/150000 || Lr: 0.009137 || Task Loss: 0.4057 || KD Loss: 0.2283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:42:35 || Estimated Time: 1 day, 5:19:35
2023-08-06 04:53:07,993 semantic_segmentation INFO: Iters: 87200/150000 || Lr: 0.009135 || Task Loss: 0.1846 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:42:52 || Estimated Time: 1 day, 5:19:18
2023-08-06 04:53:08,071 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 04:53:08,859 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.412
2023-08-06 04:53:08,996 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.510
2023-08-06 04:53:09,116 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.525
2023-08-06 04:53:09,233 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.542
2023-08-06 04:53:09,353 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.531
2023-08-06 04:53:09,476 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.528
2023-08-06 04:53:09,599 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.566
2023-08-06 04:53:09,720 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.604
2023-08-06 04:53:09,837 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.648
2023-08-06 04:53:09,961 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.707
2023-08-06 04:53:10,091 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.713
2023-08-06 04:53:10,209 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.737
2023-08-06 04:53:10,329 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.739
2023-08-06 04:53:10,446 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.724
2023-08-06 04:53:10,574 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.694
2023-08-06 04:53:10,708 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.689
2023-08-06 04:53:10,827 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.687
2023-08-06 04:53:10,947 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.688
2023-08-06 04:53:11,063 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.693
2023-08-06 04:53:11,185 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.698
2023-08-06 04:53:11,309 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.699
2023-08-06 04:53:11,432 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 04:53:11,554 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-06 04:53:11,677 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-06 04:53:11,796 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 04:53:11,918 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.726
2023-08-06 04:53:12,039 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 04:53:12,161 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.706
2023-08-06 04:53:12,281 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.704
2023-08-06 04:53:12,408 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-06 04:53:12,537 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.686
2023-08-06 04:53:12,656 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.684
2023-08-06 04:53:12,774 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.684
2023-08-06 04:53:12,892 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.683
2023-08-06 04:53:13,009 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.685
2023-08-06 04:53:13,126 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.684
2023-08-06 04:53:13,247 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.681
2023-08-06 04:53:13,372 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.679
2023-08-06 04:53:13,495 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.676
2023-08-06 04:53:13,615 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.677
2023-08-06 04:53:13,733 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.677
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2023-08-06 04:53:14,106 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.678
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2023-08-06 04:53:14,351 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 04:53:14,473 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.676
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2023-08-06 04:53:14,716 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-06 04:53:14,836 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.683
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2023-08-06 04:53:15,080 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.690
2023-08-06 04:53:15,214 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.691
2023-08-06 04:53:15,332 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-06 04:53:15,453 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.694
2023-08-06 04:53:15,570 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.699
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2023-08-06 04:53:15,817 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.705
2023-08-06 04:53:15,941 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.709
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2023-08-06 04:53:16,916 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.710
2023-08-06 04:53:17,046 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.709
2023-08-06 04:53:17,168 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.707
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2023-08-06 04:53:17,787 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.703
2023-08-06 04:53:17,906 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.704
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2023-08-06 04:53:18,270 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-06 04:53:18,390 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-06 04:53:18,510 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-06 04:53:18,631 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.707
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2023-08-06 04:53:18,994 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.702
2023-08-06 04:53:19,112 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.699
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2023-08-06 04:53:19,352 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.699
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2023-08-06 04:53:19,724 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.700
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2023-08-06 04:53:19,966 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-06 04:53:20,084 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-06 04:53:20,205 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-06 04:53:20,331 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.696
2023-08-06 04:53:20,453 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.697
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2023-08-06 04:53:20,818 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-06 04:53:20,944 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.696
2023-08-06 04:53:21,066 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.696
2023-08-06 04:53:21,188 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.694
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2023-08-06 04:53:21,683 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.694
2023-08-06 04:53:21,803 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.694
2023-08-06 04:53:21,922 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-06 04:53:22,043 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.695
2023-08-06 04:53:22,166 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.693
2023-08-06 04:53:22,291 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.694
2023-08-06 04:53:22,415 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.694
2023-08-06 04:53:22,537 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.694
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2023-08-06 04:53:23,636 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.692
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2023-08-06 04:53:24,013 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.693
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2023-08-06 04:53:24,733 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.696
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2023-08-06 04:53:24,981 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-06 04:53:25,105 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.695
2023-08-06 04:53:25,227 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.937, mIoU: 0.694
2023-08-06 04:53:25,347 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.694
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2023-08-06 04:53:25,705 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.695
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2023-08-06 04:53:27,046 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.938, mIoU: 0.695
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2023-08-06 04:53:28,516 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.937, mIoU: 0.692
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2023-08-06 04:53:57,987 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.691
2023-08-06 04:53:58,112 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-06 04:53:58,236 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.691
2023-08-06 04:53:58,360 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-06 04:53:58,484 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:58,609 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:58,730 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:58,852 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:58,973 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:59,099 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:59,227 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:59,351 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:59,475 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:59,596 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:59,715 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.692
2023-08-06 04:53:59,836 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-06 04:53:59,963 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-06 04:54:00,092 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-06 04:54:00,217 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-06 04:54:00,343 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-06 04:54:00,469 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.693
2023-08-06 04:54:00,598 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.694
2023-08-06 04:54:00,724 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.694
2023-08-06 04:54:00,843 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:00,969 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:01,094 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:01,220 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:01,343 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:01,465 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:01,588 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:01,712 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:01,836 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:01,957 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:02,080 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:02,208 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:02,336 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:02,464 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:02,593 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:02,723 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:02,854 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:02,982 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.694
2023-08-06 04:54:03,108 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:03,231 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:03,355 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:03,479 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:03,607 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:03,735 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:03,858 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:03,981 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:04,102 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:04,223 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:04,342 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.694
2023-08-06 04:54:04,467 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-06 04:54:04,594 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-06 04:54:04,719 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-06 04:54:04,841 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-06 04:54:04,964 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-06 04:54:05,085 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:05,211 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:05,335 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:05,456 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:05,579 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:05,703 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:05,828 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:05,949 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:06,077 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-06 04:54:06,212 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:06,331 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:06,451 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:06,569 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:06,693 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 04:54:06,820 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:06,940 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:07,064 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:07,186 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:07,306 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:07,428 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:07,550 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:07,671 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:07,789 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:07,914 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:08,046 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:08,167 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:08,289 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:08,409 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:08,534 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:08,661 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:08,786 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.696
2023-08-06 04:54:08,910 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:09,031 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:09,151 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:09,272 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:09,393 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:09,514 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:09,632 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:09,756 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:09,883 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:10,008 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.697
2023-08-06 04:54:26,968 semantic_segmentation INFO: Iters: 87210/150000 || Lr: 0.009134 || Task Loss: 0.3361 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:44:11 || Estimated Time: 1 day, 5:19:46
2023-08-06 04:54:43,719 semantic_segmentation INFO: Iters: 87220/150000 || Lr: 0.009133 || Task Loss: 0.1913 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:44:28 || Estimated Time: 1 day, 5:19:29
2023-08-06 04:55:00,564 semantic_segmentation INFO: Iters: 87230/150000 || Lr: 0.009131 || Task Loss: 0.2910 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:19:13
2023-08-06 04:55:17,433 semantic_segmentation INFO: Iters: 87240/150000 || Lr: 0.009130 || Task Loss: 0.2601 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:18:56
2023-08-06 04:55:34,351 semantic_segmentation INFO: Iters: 87250/150000 || Lr: 0.009129 || Task Loss: 0.3158 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:45:18 || Estimated Time: 1 day, 5:18:39
2023-08-06 04:55:51,215 semantic_segmentation INFO: Iters: 87260/150000 || Lr: 0.009127 || Task Loss: 0.2251 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:45:35 || Estimated Time: 1 day, 5:18:22
2023-08-06 04:56:08,018 semantic_segmentation INFO: Iters: 87270/150000 || Lr: 0.009126 || Task Loss: 0.1601 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:45:52 || Estimated Time: 1 day, 5:18:05
2023-08-06 04:56:24,838 semantic_segmentation INFO: Iters: 87280/150000 || Lr: 0.009125 || Task Loss: 0.2536 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:46:09 || Estimated Time: 1 day, 5:17:49
2023-08-06 04:56:41,664 semantic_segmentation INFO: Iters: 87290/150000 || Lr: 0.009123 || Task Loss: 0.2809 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:46:26 || Estimated Time: 1 day, 5:17:32
2023-08-06 04:56:58,498 semantic_segmentation INFO: Iters: 87300/150000 || Lr: 0.009122 || Task Loss: 0.3151 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:46:43 || Estimated Time: 1 day, 5:17:15
2023-08-06 04:57:15,313 semantic_segmentation INFO: Iters: 87310/150000 || Lr: 0.009121 || Task Loss: 0.2931 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:46:59 || Estimated Time: 1 day, 5:16:58
2023-08-06 04:57:32,061 semantic_segmentation INFO: Iters: 87320/150000 || Lr: 0.009119 || Task Loss: 0.1874 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:47:16 || Estimated Time: 1 day, 5:16:41
2023-08-06 04:57:48,854 semantic_segmentation INFO: Iters: 87330/150000 || Lr: 0.009118 || Task Loss: 0.2942 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:47:33 || Estimated Time: 1 day, 5:16:24
2023-08-06 04:58:05,635 semantic_segmentation INFO: Iters: 87340/150000 || Lr: 0.009117 || Task Loss: 0.2533 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:47:50 || Estimated Time: 1 day, 5:16:08
2023-08-06 04:58:22,373 semantic_segmentation INFO: Iters: 87350/150000 || Lr: 0.009116 || Task Loss: 0.1925 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:06 || Estimated Time: 1 day, 5:15:51
2023-08-06 04:58:39,128 semantic_segmentation INFO: Iters: 87360/150000 || Lr: 0.009114 || Task Loss: 0.3132 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:23 || Estimated Time: 1 day, 5:15:34
2023-08-06 04:58:55,871 semantic_segmentation INFO: Iters: 87370/150000 || Lr: 0.009113 || Task Loss: 0.2436 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:40 || Estimated Time: 1 day, 5:15:17
2023-08-06 04:59:12,683 semantic_segmentation INFO: Iters: 87380/150000 || Lr: 0.009112 || Task Loss: 0.3433 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:57 || Estimated Time: 1 day, 5:15:00
2023-08-06 04:59:29,328 semantic_segmentation INFO: Iters: 87390/150000 || Lr: 0.009110 || Task Loss: 0.4571 || KD Loss: 0.3087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:49:13 || Estimated Time: 1 day, 5:14:43
2023-08-06 04:59:46,071 semantic_segmentation INFO: Iters: 87400/150000 || Lr: 0.009109 || Task Loss: 0.3100 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:49:30 || Estimated Time: 1 day, 5:14:26
2023-08-06 05:00:02,860 semantic_segmentation INFO: Iters: 87410/150000 || Lr: 0.009108 || Task Loss: 0.2389 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:49:47 || Estimated Time: 1 day, 5:14:10
2023-08-06 05:00:19,573 semantic_segmentation INFO: Iters: 87420/150000 || Lr: 0.009106 || Task Loss: 0.5166 || KD Loss: 0.2235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:50:04 || Estimated Time: 1 day, 5:13:53
2023-08-06 05:00:36,300 semantic_segmentation INFO: Iters: 87430/150000 || Lr: 0.009105 || Task Loss: 0.2554 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:50:20 || Estimated Time: 1 day, 5:13:36
2023-08-06 05:00:53,094 semantic_segmentation INFO: Iters: 87440/150000 || Lr: 0.009104 || Task Loss: 0.2402 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:50:37 || Estimated Time: 1 day, 5:13:19
2023-08-06 05:01:10,011 semantic_segmentation INFO: Iters: 87450/150000 || Lr: 0.009102 || Task Loss: 0.3025 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:50:54 || Estimated Time: 1 day, 5:13:02
2023-08-06 05:01:26,919 semantic_segmentation INFO: Iters: 87460/150000 || Lr: 0.009101 || Task Loss: 0.2896 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:51:11 || Estimated Time: 1 day, 5:12:45
2023-08-06 05:01:43,689 semantic_segmentation INFO: Iters: 87470/150000 || Lr: 0.009100 || Task Loss: 0.3031 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:51:28 || Estimated Time: 1 day, 5:12:29
2023-08-06 05:02:00,350 semantic_segmentation INFO: Iters: 87480/150000 || Lr: 0.009099 || Task Loss: 0.1197 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:51:44 || Estimated Time: 1 day, 5:12:12
2023-08-06 05:02:17,041 semantic_segmentation INFO: Iters: 87490/150000 || Lr: 0.009097 || Task Loss: 0.2673 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:52:01 || Estimated Time: 1 day, 5:11:55
2023-08-06 05:02:33,774 semantic_segmentation INFO: Iters: 87500/150000 || Lr: 0.009096 || Task Loss: 0.2306 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:52:18 || Estimated Time: 1 day, 5:11:38
2023-08-06 05:02:50,463 semantic_segmentation INFO: Iters: 87510/150000 || Lr: 0.009095 || Task Loss: 0.2259 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:11:21
2023-08-06 05:03:07,251 semantic_segmentation INFO: Iters: 87520/150000 || Lr: 0.009093 || Task Loss: 0.2633 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:11:04
2023-08-06 05:03:24,039 semantic_segmentation INFO: Iters: 87530/150000 || Lr: 0.009092 || Task Loss: 0.2942 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:53:08 || Estimated Time: 1 day, 5:10:47
2023-08-06 05:03:40,777 semantic_segmentation INFO: Iters: 87540/150000 || Lr: 0.009091 || Task Loss: 0.1810 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:53:25 || Estimated Time: 1 day, 5:10:30
2023-08-06 05:03:57,504 semantic_segmentation INFO: Iters: 87550/150000 || Lr: 0.009089 || Task Loss: 0.1829 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:53:42 || Estimated Time: 1 day, 5:10:14
2023-08-06 05:04:14,228 semantic_segmentation INFO: Iters: 87560/150000 || Lr: 0.009088 || Task Loss: 0.1710 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:53:58 || Estimated Time: 1 day, 5:09:57
2023-08-06 05:04:31,003 semantic_segmentation INFO: Iters: 87570/150000 || Lr: 0.009087 || Task Loss: 0.2320 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:54:15 || Estimated Time: 1 day, 5:09:40
2023-08-06 05:04:47,705 semantic_segmentation INFO: Iters: 87580/150000 || Lr: 0.009085 || Task Loss: 0.2622 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:54:32 || Estimated Time: 1 day, 5:09:23
2023-08-06 05:05:04,403 semantic_segmentation INFO: Iters: 87590/150000 || Lr: 0.009084 || Task Loss: 0.3032 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:54:48 || Estimated Time: 1 day, 5:09:06
2023-08-06 05:05:21,123 semantic_segmentation INFO: Iters: 87600/150000 || Lr: 0.009083 || Task Loss: 0.3190 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:55:05 || Estimated Time: 1 day, 5:08:49
2023-08-06 05:05:37,834 semantic_segmentation INFO: Iters: 87610/150000 || Lr: 0.009082 || Task Loss: 0.2122 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:55:22 || Estimated Time: 1 day, 5:08:32
2023-08-06 05:05:54,565 semantic_segmentation INFO: Iters: 87620/150000 || Lr: 0.009080 || Task Loss: 0.2930 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:55:39 || Estimated Time: 1 day, 5:08:15
2023-08-06 05:06:11,344 semantic_segmentation INFO: Iters: 87630/150000 || Lr: 0.009079 || Task Loss: 0.1969 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:55:55 || Estimated Time: 1 day, 5:07:59
2023-08-06 05:06:28,044 semantic_segmentation INFO: Iters: 87640/150000 || Lr: 0.009078 || Task Loss: 0.1183 || KD Loss: 0.0255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:56:12 || Estimated Time: 1 day, 5:07:42
2023-08-06 05:06:44,747 semantic_segmentation INFO: Iters: 87650/150000 || Lr: 0.009076 || Task Loss: 0.3406 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:56:29 || Estimated Time: 1 day, 5:07:25
2023-08-06 05:07:01,460 semantic_segmentation INFO: Iters: 87660/150000 || Lr: 0.009075 || Task Loss: 0.2219 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:56:45 || Estimated Time: 1 day, 5:07:08
2023-08-06 05:07:18,196 semantic_segmentation INFO: Iters: 87670/150000 || Lr: 0.009074 || Task Loss: 0.2891 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:57:02 || Estimated Time: 1 day, 5:06:51
2023-08-06 05:07:34,969 semantic_segmentation INFO: Iters: 87680/150000 || Lr: 0.009072 || Task Loss: 0.2156 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:57:19 || Estimated Time: 1 day, 5:06:34
2023-08-06 05:07:51,730 semantic_segmentation INFO: Iters: 87690/150000 || Lr: 0.009071 || Task Loss: 0.1339 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:57:36 || Estimated Time: 1 day, 5:06:17
2023-08-06 05:08:08,441 semantic_segmentation INFO: Iters: 87700/150000 || Lr: 0.009070 || Task Loss: 0.2046 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:57:52 || Estimated Time: 1 day, 5:06:00
2023-08-06 05:08:25,177 semantic_segmentation INFO: Iters: 87710/150000 || Lr: 0.009068 || Task Loss: 0.3580 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:58:09 || Estimated Time: 1 day, 5:05:44
2023-08-06 05:08:41,950 semantic_segmentation INFO: Iters: 87720/150000 || Lr: 0.009067 || Task Loss: 0.2910 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:58:26 || Estimated Time: 1 day, 5:05:27
2023-08-06 05:08:58,746 semantic_segmentation INFO: Iters: 87730/150000 || Lr: 0.009066 || Task Loss: 0.2300 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:58:43 || Estimated Time: 1 day, 5:05:10
2023-08-06 05:09:15,522 semantic_segmentation INFO: Iters: 87740/150000 || Lr: 0.009064 || Task Loss: 0.2077 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:59:00 || Estimated Time: 1 day, 5:04:53
2023-08-06 05:09:32,263 semantic_segmentation INFO: Iters: 87750/150000 || Lr: 0.009063 || Task Loss: 0.1932 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:59:16 || Estimated Time: 1 day, 5:04:36
2023-08-06 05:09:49,123 semantic_segmentation INFO: Iters: 87760/150000 || Lr: 0.009062 || Task Loss: 0.4437 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:59:33 || Estimated Time: 1 day, 5:04:19
2023-08-06 05:10:05,987 semantic_segmentation INFO: Iters: 87770/150000 || Lr: 0.009061 || Task Loss: 0.3180 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:59:50 || Estimated Time: 1 day, 5:04:03
2023-08-06 05:10:22,799 semantic_segmentation INFO: Iters: 87780/150000 || Lr: 0.009059 || Task Loss: 0.2156 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 5:03:46
2023-08-06 05:10:39,632 semantic_segmentation INFO: Iters: 87790/150000 || Lr: 0.009058 || Task Loss: 0.1259 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:00:24 || Estimated Time: 1 day, 5:03:29
2023-08-06 05:10:56,443 semantic_segmentation INFO: Iters: 87800/150000 || Lr: 0.009057 || Task Loss: 0.3148 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:00:40 || Estimated Time: 1 day, 5:03:12
2023-08-06 05:11:13,241 semantic_segmentation INFO: Iters: 87810/150000 || Lr: 0.009055 || Task Loss: 0.1869 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:00:57 || Estimated Time: 1 day, 5:02:55
2023-08-06 05:11:30,016 semantic_segmentation INFO: Iters: 87820/150000 || Lr: 0.009054 || Task Loss: 0.2724 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:01:14 || Estimated Time: 1 day, 5:02:38
2023-08-06 05:11:46,815 semantic_segmentation INFO: Iters: 87830/150000 || Lr: 0.009053 || Task Loss: 0.2092 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:01:31 || Estimated Time: 1 day, 5:02:22
2023-08-06 05:12:03,558 semantic_segmentation INFO: Iters: 87840/150000 || Lr: 0.009051 || Task Loss: 0.2596 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:01:48 || Estimated Time: 1 day, 5:02:05
2023-08-06 05:12:20,383 semantic_segmentation INFO: Iters: 87850/150000 || Lr: 0.009050 || Task Loss: 0.1525 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:02:04 || Estimated Time: 1 day, 5:01:48
2023-08-06 05:12:37,145 semantic_segmentation INFO: Iters: 87860/150000 || Lr: 0.009049 || Task Loss: 0.1723 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:02:21 || Estimated Time: 1 day, 5:01:31
2023-08-06 05:12:53,905 semantic_segmentation INFO: Iters: 87870/150000 || Lr: 0.009047 || Task Loss: 0.2334 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:02:38 || Estimated Time: 1 day, 5:01:14
2023-08-06 05:13:10,595 semantic_segmentation INFO: Iters: 87880/150000 || Lr: 0.009046 || Task Loss: 0.3117 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:02:55 || Estimated Time: 1 day, 5:00:57
2023-08-06 05:13:27,382 semantic_segmentation INFO: Iters: 87890/150000 || Lr: 0.009045 || Task Loss: 0.2368 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:03:11 || Estimated Time: 1 day, 5:00:41
2023-08-06 05:13:44,087 semantic_segmentation INFO: Iters: 87900/150000 || Lr: 0.009044 || Task Loss: 0.2904 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:03:28 || Estimated Time: 1 day, 5:00:24
2023-08-06 05:14:00,825 semantic_segmentation INFO: Iters: 87910/150000 || Lr: 0.009042 || Task Loss: 0.1845 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:03:45 || Estimated Time: 1 day, 5:00:07
2023-08-06 05:14:17,565 semantic_segmentation INFO: Iters: 87920/150000 || Lr: 0.009041 || Task Loss: 0.3613 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:04:02 || Estimated Time: 1 day, 4:59:50
2023-08-06 05:14:34,356 semantic_segmentation INFO: Iters: 87930/150000 || Lr: 0.009040 || Task Loss: 0.4377 || KD Loss: 0.2096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:04:18 || Estimated Time: 1 day, 4:59:33
2023-08-06 05:14:51,136 semantic_segmentation INFO: Iters: 87940/150000 || Lr: 0.009038 || Task Loss: 0.2350 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:04:35 || Estimated Time: 1 day, 4:59:16
2023-08-06 05:15:07,816 semantic_segmentation INFO: Iters: 87950/150000 || Lr: 0.009037 || Task Loss: 0.2301 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:04:52 || Estimated Time: 1 day, 4:58:59
2023-08-06 05:15:24,546 semantic_segmentation INFO: Iters: 87960/150000 || Lr: 0.009036 || Task Loss: 0.5601 || KD Loss: 0.2276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:09 || Estimated Time: 1 day, 4:58:42
2023-08-06 05:15:41,244 semantic_segmentation INFO: Iters: 87970/150000 || Lr: 0.009034 || Task Loss: 0.1961 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:25 || Estimated Time: 1 day, 4:58:26
2023-08-06 05:15:57,957 semantic_segmentation INFO: Iters: 87980/150000 || Lr: 0.009033 || Task Loss: 0.2768 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:42 || Estimated Time: 1 day, 4:58:09
2023-08-06 05:16:14,723 semantic_segmentation INFO: Iters: 87990/150000 || Lr: 0.009032 || Task Loss: 0.2256 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:59 || Estimated Time: 1 day, 4:57:52
2023-08-06 05:16:31,498 semantic_segmentation INFO: Iters: 88000/150000 || Lr: 0.009030 || Task Loss: 0.1750 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:57:35
2023-08-06 05:16:31,583 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 05:16:32,337 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.394
2023-08-06 05:16:32,540 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.470
2023-08-06 05:16:32,660 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.493
2023-08-06 05:16:32,777 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.523
2023-08-06 05:16:32,896 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.517
2023-08-06 05:16:33,015 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.519
2023-08-06 05:16:33,132 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.553
2023-08-06 05:16:33,256 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.572
2023-08-06 05:16:33,384 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.602
2023-08-06 05:16:33,504 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.647
2023-08-06 05:16:33,624 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.654
2023-08-06 05:16:33,743 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.670
2023-08-06 05:16:33,867 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.674
2023-08-06 05:16:33,997 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.662
2023-08-06 05:16:34,116 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.666
2023-08-06 05:16:34,235 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.658
2023-08-06 05:16:34,352 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.663
2023-08-06 05:16:34,477 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.664
2023-08-06 05:16:34,609 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.670
2023-08-06 05:16:34,727 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.677
2023-08-06 05:16:34,846 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.677
2023-08-06 05:16:34,965 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.663
2023-08-06 05:16:35,084 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.661
2023-08-06 05:16:35,203 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.671
2023-08-06 05:16:35,326 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.689
2023-08-06 05:16:35,449 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-06 05:16:35,572 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.685
2023-08-06 05:16:35,692 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-06 05:16:35,810 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.686
2023-08-06 05:16:35,930 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-06 05:16:36,049 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-06 05:16:36,168 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.680
2023-08-06 05:16:36,286 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-06 05:16:36,403 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-06 05:16:36,530 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.681
2023-08-06 05:16:36,662 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.680
2023-08-06 05:16:36,782 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-06 05:16:36,903 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-06 05:16:37,022 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-06 05:16:37,143 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-06 05:16:37,265 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-06 05:16:37,389 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.673
2023-08-06 05:16:37,513 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.674
2023-08-06 05:16:37,637 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-06 05:16:37,756 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-06 05:16:37,878 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.674
2023-08-06 05:16:38,000 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.675
2023-08-06 05:16:38,124 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.674
2023-08-06 05:16:38,245 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-06 05:16:38,367 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-06 05:16:38,493 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-06 05:16:38,614 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.678
2023-08-06 05:16:38,735 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.679
2023-08-06 05:16:38,854 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-06 05:16:38,980 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-06 05:16:39,111 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.683
2023-08-06 05:16:39,229 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.684
2023-08-06 05:16:39,349 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-06 05:16:39,469 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.693
2023-08-06 05:16:39,585 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.691
2023-08-06 05:16:39,704 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.693
2023-08-06 05:16:39,827 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.695
2023-08-06 05:16:39,950 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-06 05:16:40,071 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-06 05:16:40,190 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-06 05:16:40,307 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-06 05:16:40,431 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-06 05:16:40,560 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.699
2023-08-06 05:16:40,682 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.698
2023-08-06 05:16:40,807 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.697
2023-08-06 05:16:40,927 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-06 05:16:41,047 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-06 05:16:41,168 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.691
2023-08-06 05:16:41,290 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.691
2023-08-06 05:16:41,411 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-06 05:16:41,529 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-06 05:16:41,651 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-06 05:16:41,776 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-06 05:16:41,899 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.692
2023-08-06 05:16:42,023 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-06 05:16:42,145 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-06 05:16:42,266 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-06 05:16:42,389 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.696
2023-08-06 05:16:42,511 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.694
2023-08-06 05:16:42,632 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-06 05:16:42,751 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-06 05:16:42,876 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-06 05:16:43,007 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-06 05:16:43,127 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 05:16:43,246 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 05:16:43,364 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 05:16:43,480 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.707
2023-08-06 05:16:43,597 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.706
2023-08-06 05:16:43,719 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.942, mIoU: 0.707
2023-08-06 05:16:43,843 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.942, mIoU: 0.707
2023-08-06 05:16:43,964 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.707
2023-08-06 05:16:44,083 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.707
2023-08-06 05:16:44,203 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.707
2023-08-06 05:16:44,325 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.707
2023-08-06 05:16:44,452 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.707
2023-08-06 05:16:44,576 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.707
2023-08-06 05:16:44,697 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-06 05:16:44,815 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-06 05:16:44,939 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-06 05:16:45,063 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-06 05:16:45,186 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-06 05:16:45,306 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-06 05:16:45,424 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-06 05:16:45,550 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.704
2023-08-06 05:16:45,678 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-06 05:16:45,806 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-06 05:16:45,927 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.704
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2023-08-06 05:17:32,040 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.701
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2023-08-06 05:17:32,780 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 05:17:32,900 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 05:17:33,020 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-06 05:17:33,141 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.701
2023-08-06 05:17:33,263 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.701
2023-08-06 05:17:33,388 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.701
2023-08-06 05:17:33,511 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.701
2023-08-06 05:17:50,335 semantic_segmentation INFO: Iters: 88010/150000 || Lr: 0.009029 || Task Loss: 0.2525 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:07:34 || Estimated Time: 1 day, 4:58:02
2023-08-06 05:18:07,107 semantic_segmentation INFO: Iters: 88020/150000 || Lr: 0.009028 || Task Loss: 0.3892 || KD Loss: 0.1666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:07:51 || Estimated Time: 1 day, 4:57:45
2023-08-06 05:18:23,911 semantic_segmentation INFO: Iters: 88030/150000 || Lr: 0.009026 || Task Loss: 0.2335 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:08:08 || Estimated Time: 1 day, 4:57:28
2023-08-06 05:18:40,611 semantic_segmentation INFO: Iters: 88040/150000 || Lr: 0.009025 || Task Loss: 0.2934 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:08:25 || Estimated Time: 1 day, 4:57:11
2023-08-06 05:18:57,386 semantic_segmentation INFO: Iters: 88050/150000 || Lr: 0.009024 || Task Loss: 0.3295 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:08:41 || Estimated Time: 1 day, 4:56:54
2023-08-06 05:19:14,121 semantic_segmentation INFO: Iters: 88060/150000 || Lr: 0.009023 || Task Loss: 0.2673 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:08:58 || Estimated Time: 1 day, 4:56:37
2023-08-06 05:19:30,920 semantic_segmentation INFO: Iters: 88070/150000 || Lr: 0.009021 || Task Loss: 0.2407 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:09:15 || Estimated Time: 1 day, 4:56:21
2023-08-06 05:19:47,698 semantic_segmentation INFO: Iters: 88080/150000 || Lr: 0.009020 || Task Loss: 0.3242 || KD Loss: 0.1250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:09:32 || Estimated Time: 1 day, 4:56:04
2023-08-06 05:20:04,510 semantic_segmentation INFO: Iters: 88090/150000 || Lr: 0.009019 || Task Loss: 0.2084 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:55:47
2023-08-06 05:20:21,308 semantic_segmentation INFO: Iters: 88100/150000 || Lr: 0.009017 || Task Loss: 0.2475 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:55:30
2023-08-06 05:20:38,054 semantic_segmentation INFO: Iters: 88110/150000 || Lr: 0.009016 || Task Loss: 0.2338 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:10:22 || Estimated Time: 1 day, 4:55:13
2023-08-06 05:20:54,884 semantic_segmentation INFO: Iters: 88120/150000 || Lr: 0.009015 || Task Loss: 0.4166 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:10:39 || Estimated Time: 1 day, 4:54:56
2023-08-06 05:21:11,694 semantic_segmentation INFO: Iters: 88130/150000 || Lr: 0.009013 || Task Loss: 0.2995 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:10:56 || Estimated Time: 1 day, 4:54:40
2023-08-06 05:21:28,481 semantic_segmentation INFO: Iters: 88140/150000 || Lr: 0.009012 || Task Loss: 0.1678 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:11:13 || Estimated Time: 1 day, 4:54:23
2023-08-06 05:21:45,282 semantic_segmentation INFO: Iters: 88150/150000 || Lr: 0.009011 || Task Loss: 0.1805 || KD Loss: 0.1265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:11:29 || Estimated Time: 1 day, 4:54:06
2023-08-06 05:22:02,121 semantic_segmentation INFO: Iters: 88160/150000 || Lr: 0.009009 || Task Loss: 0.2232 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:11:46 || Estimated Time: 1 day, 4:53:49
2023-08-06 05:22:18,997 semantic_segmentation INFO: Iters: 88170/150000 || Lr: 0.009008 || Task Loss: 0.2276 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:12:03 || Estimated Time: 1 day, 4:53:32
2023-08-06 05:22:35,782 semantic_segmentation INFO: Iters: 88180/150000 || Lr: 0.009007 || Task Loss: 0.2497 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:12:20 || Estimated Time: 1 day, 4:53:15
2023-08-06 05:22:52,642 semantic_segmentation INFO: Iters: 88190/150000 || Lr: 0.009005 || Task Loss: 0.2584 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:12:37 || Estimated Time: 1 day, 4:52:59
2023-08-06 05:23:09,389 semantic_segmentation INFO: Iters: 88200/150000 || Lr: 0.009004 || Task Loss: 0.2967 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:12:53 || Estimated Time: 1 day, 4:52:42
2023-08-06 05:23:26,151 semantic_segmentation INFO: Iters: 88210/150000 || Lr: 0.009003 || Task Loss: 0.4911 || KD Loss: 0.1692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:13:10 || Estimated Time: 1 day, 4:52:25
2023-08-06 05:23:42,900 semantic_segmentation INFO: Iters: 88220/150000 || Lr: 0.009002 || Task Loss: 0.2415 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:13:27 || Estimated Time: 1 day, 4:52:08
2023-08-06 05:23:59,635 semantic_segmentation INFO: Iters: 88230/150000 || Lr: 0.009000 || Task Loss: 0.2479 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:13:44 || Estimated Time: 1 day, 4:51:51
2023-08-06 05:24:16,414 semantic_segmentation INFO: Iters: 88240/150000 || Lr: 0.008999 || Task Loss: 0.1420 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:14:00 || Estimated Time: 1 day, 4:51:34
2023-08-06 05:24:33,202 semantic_segmentation INFO: Iters: 88250/150000 || Lr: 0.008998 || Task Loss: 0.3097 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:14:17 || Estimated Time: 1 day, 4:51:17
2023-08-06 05:24:49,874 semantic_segmentation INFO: Iters: 88260/150000 || Lr: 0.008996 || Task Loss: 0.2492 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:14:34 || Estimated Time: 1 day, 4:51:01
2023-08-06 05:25:06,598 semantic_segmentation INFO: Iters: 88270/150000 || Lr: 0.008995 || Task Loss: 0.2205 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:14:51 || Estimated Time: 1 day, 4:50:44
2023-08-06 05:25:23,333 semantic_segmentation INFO: Iters: 88280/150000 || Lr: 0.008994 || Task Loss: 0.3183 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:15:07 || Estimated Time: 1 day, 4:50:27
2023-08-06 05:25:40,198 semantic_segmentation INFO: Iters: 88290/150000 || Lr: 0.008992 || Task Loss: 0.4050 || KD Loss: 0.1229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:15:24 || Estimated Time: 1 day, 4:50:10
2023-08-06 05:25:57,057 semantic_segmentation INFO: Iters: 88300/150000 || Lr: 0.008991 || Task Loss: 0.2759 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:15:41 || Estimated Time: 1 day, 4:49:53
2023-08-06 05:26:13,973 semantic_segmentation INFO: Iters: 88310/150000 || Lr: 0.008990 || Task Loss: 0.1855 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:49:36
2023-08-06 05:26:30,637 semantic_segmentation INFO: Iters: 88320/150000 || Lr: 0.008988 || Task Loss: 0.1153 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:16:15 || Estimated Time: 1 day, 4:49:19
2023-08-06 05:26:47,372 semantic_segmentation INFO: Iters: 88330/150000 || Lr: 0.008987 || Task Loss: 0.1989 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:16:31 || Estimated Time: 1 day, 4:49:03
2023-08-06 05:27:04,097 semantic_segmentation INFO: Iters: 88340/150000 || Lr: 0.008986 || Task Loss: 0.2830 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:16:48 || Estimated Time: 1 day, 4:48:46
2023-08-06 05:27:20,809 semantic_segmentation INFO: Iters: 88350/150000 || Lr: 0.008985 || Task Loss: 0.1647 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:17:05 || Estimated Time: 1 day, 4:48:29
2023-08-06 05:27:37,532 semantic_segmentation INFO: Iters: 88360/150000 || Lr: 0.008983 || Task Loss: 0.2086 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:17:22 || Estimated Time: 1 day, 4:48:12
2023-08-06 05:27:54,219 semantic_segmentation INFO: Iters: 88370/150000 || Lr: 0.008982 || Task Loss: 0.2172 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:17:38 || Estimated Time: 1 day, 4:47:55
2023-08-06 05:28:10,983 semantic_segmentation INFO: Iters: 88380/150000 || Lr: 0.008981 || Task Loss: 0.3898 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:17:55 || Estimated Time: 1 day, 4:47:38
2023-08-06 05:28:27,665 semantic_segmentation INFO: Iters: 88390/150000 || Lr: 0.008979 || Task Loss: 0.1975 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:18:12 || Estimated Time: 1 day, 4:47:21
2023-08-06 05:28:44,381 semantic_segmentation INFO: Iters: 88400/150000 || Lr: 0.008978 || Task Loss: 0.1537 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:18:28 || Estimated Time: 1 day, 4:47:04
2023-08-06 05:29:01,100 semantic_segmentation INFO: Iters: 88410/150000 || Lr: 0.008977 || Task Loss: 0.1873 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:18:45 || Estimated Time: 1 day, 4:46:47
2023-08-06 05:29:17,761 semantic_segmentation INFO: Iters: 88420/150000 || Lr: 0.008975 || Task Loss: 0.2252 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:19:02 || Estimated Time: 1 day, 4:46:31
2023-08-06 05:29:34,499 semantic_segmentation INFO: Iters: 88430/150000 || Lr: 0.008974 || Task Loss: 0.2692 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:19:19 || Estimated Time: 1 day, 4:46:14
2023-08-06 05:29:51,270 semantic_segmentation INFO: Iters: 88440/150000 || Lr: 0.008973 || Task Loss: 0.2103 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:19:35 || Estimated Time: 1 day, 4:45:57
2023-08-06 05:30:08,015 semantic_segmentation INFO: Iters: 88450/150000 || Lr: 0.008971 || Task Loss: 0.1569 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:19:52 || Estimated Time: 1 day, 4:45:40
2023-08-06 05:30:24,720 semantic_segmentation INFO: Iters: 88460/150000 || Lr: 0.008970 || Task Loss: 0.2418 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:20:09 || Estimated Time: 1 day, 4:45:23
2023-08-06 05:30:41,416 semantic_segmentation INFO: Iters: 88470/150000 || Lr: 0.008969 || Task Loss: 0.2963 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:20:25 || Estimated Time: 1 day, 4:45:06
2023-08-06 05:30:58,120 semantic_segmentation INFO: Iters: 88480/150000 || Lr: 0.008967 || Task Loss: 0.1764 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:20:42 || Estimated Time: 1 day, 4:44:49
2023-08-06 05:31:14,851 semantic_segmentation INFO: Iters: 88490/150000 || Lr: 0.008966 || Task Loss: 0.1232 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:20:59 || Estimated Time: 1 day, 4:44:32
2023-08-06 05:31:31,566 semantic_segmentation INFO: Iters: 88500/150000 || Lr: 0.008965 || Task Loss: 0.1785 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:21:16 || Estimated Time: 1 day, 4:44:15
2023-08-06 05:31:48,273 semantic_segmentation INFO: Iters: 88510/150000 || Lr: 0.008964 || Task Loss: 0.4210 || KD Loss: 0.1702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:21:32 || Estimated Time: 1 day, 4:43:58
2023-08-06 05:32:05,019 semantic_segmentation INFO: Iters: 88520/150000 || Lr: 0.008962 || Task Loss: 0.3012 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:21:49 || Estimated Time: 1 day, 4:43:42
2023-08-06 05:32:21,752 semantic_segmentation INFO: Iters: 88530/150000 || Lr: 0.008961 || Task Loss: 0.2775 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:22:06 || Estimated Time: 1 day, 4:43:25
2023-08-06 05:32:38,466 semantic_segmentation INFO: Iters: 88540/150000 || Lr: 0.008960 || Task Loss: 0.2330 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:22:23 || Estimated Time: 1 day, 4:43:08
2023-08-06 05:32:55,198 semantic_segmentation INFO: Iters: 88550/150000 || Lr: 0.008958 || Task Loss: 0.1544 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:22:39 || Estimated Time: 1 day, 4:42:51
2023-08-06 05:33:11,895 semantic_segmentation INFO: Iters: 88560/150000 || Lr: 0.008957 || Task Loss: 0.2715 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:22:56 || Estimated Time: 1 day, 4:42:34
2023-08-06 05:33:28,590 semantic_segmentation INFO: Iters: 88570/150000 || Lr: 0.008956 || Task Loss: 0.3260 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:23:13 || Estimated Time: 1 day, 4:42:17
2023-08-06 05:33:45,427 semantic_segmentation INFO: Iters: 88580/150000 || Lr: 0.008954 || Task Loss: 0.2345 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:23:29 || Estimated Time: 1 day, 4:42:00
2023-08-06 05:34:02,154 semantic_segmentation INFO: Iters: 88590/150000 || Lr: 0.008953 || Task Loss: 0.2353 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:41:43
2023-08-06 05:34:18,956 semantic_segmentation INFO: Iters: 88600/150000 || Lr: 0.008952 || Task Loss: 0.1929 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:24:03 || Estimated Time: 1 day, 4:41:27
2023-08-06 05:34:35,745 semantic_segmentation INFO: Iters: 88610/150000 || Lr: 0.008950 || Task Loss: 0.1981 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:24:20 || Estimated Time: 1 day, 4:41:10
2023-08-06 05:34:52,554 semantic_segmentation INFO: Iters: 88620/150000 || Lr: 0.008949 || Task Loss: 0.3310 || KD Loss: 0.1358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:24:37 || Estimated Time: 1 day, 4:40:53
2023-08-06 05:35:09,400 semantic_segmentation INFO: Iters: 88630/150000 || Lr: 0.008948 || Task Loss: 0.2005 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:24:53 || Estimated Time: 1 day, 4:40:36
2023-08-06 05:35:26,297 semantic_segmentation INFO: Iters: 88640/150000 || Lr: 0.008946 || Task Loss: 0.2723 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:25:10 || Estimated Time: 1 day, 4:40:19
2023-08-06 05:35:43,126 semantic_segmentation INFO: Iters: 88650/150000 || Lr: 0.008945 || Task Loss: 0.2122 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:25:27 || Estimated Time: 1 day, 4:40:03
2023-08-06 05:35:59,920 semantic_segmentation INFO: Iters: 88660/150000 || Lr: 0.008944 || Task Loss: 0.2881 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:25:44 || Estimated Time: 1 day, 4:39:46
2023-08-06 05:36:16,842 semantic_segmentation INFO: Iters: 88670/150000 || Lr: 0.008943 || Task Loss: 0.1405 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:26:01 || Estimated Time: 1 day, 4:39:29
2023-08-06 05:36:33,640 semantic_segmentation INFO: Iters: 88680/150000 || Lr: 0.008941 || Task Loss: 0.1245 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:26:18 || Estimated Time: 1 day, 4:39:12
2023-08-06 05:36:50,358 semantic_segmentation INFO: Iters: 88690/150000 || Lr: 0.008940 || Task Loss: 0.2360 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:26:34 || Estimated Time: 1 day, 4:38:55
2023-08-06 05:37:07,100 semantic_segmentation INFO: Iters: 88700/150000 || Lr: 0.008939 || Task Loss: 0.2026 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:26:51 || Estimated Time: 1 day, 4:38:38
2023-08-06 05:37:23,895 semantic_segmentation INFO: Iters: 88710/150000 || Lr: 0.008937 || Task Loss: 0.1533 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:27:08 || Estimated Time: 1 day, 4:38:21
2023-08-06 05:37:40,697 semantic_segmentation INFO: Iters: 88720/150000 || Lr: 0.008936 || Task Loss: 0.1649 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:27:25 || Estimated Time: 1 day, 4:38:05
2023-08-06 05:37:57,401 semantic_segmentation INFO: Iters: 88730/150000 || Lr: 0.008935 || Task Loss: 0.3293 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:27:41 || Estimated Time: 1 day, 4:37:48
2023-08-06 05:38:14,140 semantic_segmentation INFO: Iters: 88740/150000 || Lr: 0.008933 || Task Loss: 0.1957 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:27:58 || Estimated Time: 1 day, 4:37:31
2023-08-06 05:38:30,928 semantic_segmentation INFO: Iters: 88750/150000 || Lr: 0.008932 || Task Loss: 0.2250 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:28:15 || Estimated Time: 1 day, 4:37:14
2023-08-06 05:38:47,671 semantic_segmentation INFO: Iters: 88760/150000 || Lr: 0.008931 || Task Loss: 0.1656 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:28:32 || Estimated Time: 1 day, 4:36:57
2023-08-06 05:39:04,456 semantic_segmentation INFO: Iters: 88770/150000 || Lr: 0.008929 || Task Loss: 0.2129 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:28:48 || Estimated Time: 1 day, 4:36:40
2023-08-06 05:39:21,244 semantic_segmentation INFO: Iters: 88780/150000 || Lr: 0.008928 || Task Loss: 0.3854 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:29:05 || Estimated Time: 1 day, 4:36:23
2023-08-06 05:39:37,923 semantic_segmentation INFO: Iters: 88790/150000 || Lr: 0.008927 || Task Loss: 0.2310 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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
2023-08-06 05:39:54,632 semantic_segmentation INFO: Iters: 88800/150000 || Lr: 0.008925 || Task Loss: 0.2511 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:29:39 || Estimated Time: 1 day, 4:35:50
2023-08-06 05:39:54,717 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 05:39:55,624 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.410
2023-08-06 05:39:55,744 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.509
2023-08-06 05:39:55,862 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.522
2023-08-06 05:39:55,983 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.548
2023-08-06 05:39:56,101 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.540
2023-08-06 05:39:56,221 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.542
2023-08-06 05:39:56,340 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.582
2023-08-06 05:39:56,459 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.616
2023-08-06 05:39:56,584 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.658
2023-08-06 05:39:56,714 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.707
2023-08-06 05:39:56,834 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.713
2023-08-06 05:39:56,953 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.727
2023-08-06 05:39:57,073 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.730
2023-08-06 05:39:57,195 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.726
2023-08-06 05:39:57,319 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.689
2023-08-06 05:39:57,442 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.677
2023-08-06 05:39:57,565 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.678
2023-08-06 05:39:57,685 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.680
2023-08-06 05:39:57,806 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.685
2023-08-06 05:39:57,930 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.691
2023-08-06 05:39:58,054 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.693
2023-08-06 05:39:58,177 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.698
2023-08-06 05:39:58,296 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.696
2023-08-06 05:39:58,420 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-06 05:39:58,548 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-06 05:39:58,668 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-06 05:39:58,788 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 05:39:58,907 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 05:39:59,033 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.702
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2023-08-06 05:40:00,012 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.693
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2023-08-06 05:40:06,133 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.691
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2023-08-06 05:40:10,054 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.711
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2023-08-06 05:40:11,038 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.715
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2023-08-06 05:40:34,024 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.945, mIoU: 0.699
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2023-08-06 05:40:46,040 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-06 05:40:46,165 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-06 05:40:46,293 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-06 05:40:46,420 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-06 05:40:46,546 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.708
2023-08-06 05:40:46,675 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.708
2023-08-06 05:40:46,798 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.708
2023-08-06 05:40:46,922 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.708
2023-08-06 05:40:47,043 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:47,165 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:47,289 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:47,414 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:47,538 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:47,660 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:47,781 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:47,905 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:48,026 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:48,147 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:48,265 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:48,392 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:48,524 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:48,644 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:48,764 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:48,883 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 05:40:49,006 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.709
2023-08-06 05:40:49,129 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.709
2023-08-06 05:40:49,254 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.709
2023-08-06 05:40:49,380 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.709
2023-08-06 05:40:49,503 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.709
2023-08-06 05:40:49,624 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.709
2023-08-06 05:40:49,746 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.709
2023-08-06 05:40:49,869 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:49,991 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:50,110 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:50,236 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:50,368 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:50,489 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:50,610 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:50,730 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:50,853 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:50,979 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:51,103 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 05:40:51,227 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:51,351 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:51,473 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:51,593 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:51,713 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:51,829 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:51,947 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:52,069 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:52,193 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:52,316 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.712
2023-08-06 05:40:52,439 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 05:40:52,561 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.712
2023-08-06 05:40:52,686 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:52,816 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:52,935 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:53,056 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:53,176 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:53,295 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:53,415 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:53,540 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:53,661 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:53,786 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:53,909 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:54,031 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 05:40:54,153 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:54,276 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:54,399 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:54,523 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:54,646 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.712
2023-08-06 05:40:54,766 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 05:40:54,886 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 05:40:55,007 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 05:40:55,127 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:55,248 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:55,370 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 05:40:55,493 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 05:40:55,616 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:55,739 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:55,857 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:55,979 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:56,107 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:56,231 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:56,354 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:56,474 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:56,594 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:40:56,715 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 05:41:13,550 semantic_segmentation INFO: Iters: 88810/150000 || Lr: 0.008924 || Task Loss: 0.2426 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:30:58 || Estimated Time: 1 day, 4:36:16
2023-08-06 05:41:30,284 semantic_segmentation INFO: Iters: 88820/150000 || Lr: 0.008923 || Task Loss: 0.2166 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:31:14 || Estimated Time: 1 day, 4:35:59
2023-08-06 05:41:47,019 semantic_segmentation INFO: Iters: 88830/150000 || Lr: 0.008922 || Task Loss: 0.1810 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:31:31 || Estimated Time: 1 day, 4:35:42
2023-08-06 05:42:03,740 semantic_segmentation INFO: Iters: 88840/150000 || Lr: 0.008920 || Task Loss: 0.1792 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:31:48 || Estimated Time: 1 day, 4:35:25
2023-08-06 05:42:20,465 semantic_segmentation INFO: Iters: 88850/150000 || Lr: 0.008919 || Task Loss: 0.2250 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:32:05 || Estimated Time: 1 day, 4:35:08
2023-08-06 05:42:37,196 semantic_segmentation INFO: Iters: 88860/150000 || Lr: 0.008918 || Task Loss: 0.3249 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:32:21 || Estimated Time: 1 day, 4:34:51
2023-08-06 05:42:53,898 semantic_segmentation INFO: Iters: 88870/150000 || Lr: 0.008916 || Task Loss: 0.2713 || KD Loss: 0.1010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:32:38 || Estimated Time: 1 day, 4:34:34
2023-08-06 05:43:10,618 semantic_segmentation INFO: Iters: 88880/150000 || Lr: 0.008915 || Task Loss: 0.2071 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:34:17
2023-08-06 05:43:27,307 semantic_segmentation INFO: Iters: 88890/150000 || Lr: 0.008914 || Task Loss: 0.2312 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:34:00
2023-08-06 05:43:43,991 semantic_segmentation INFO: Iters: 88900/150000 || Lr: 0.008912 || Task Loss: 0.1829 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:33:28 || Estimated Time: 1 day, 4:33:43
2023-08-06 05:44:00,739 semantic_segmentation INFO: Iters: 88910/150000 || Lr: 0.008911 || Task Loss: 0.2802 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:33:45 || Estimated Time: 1 day, 4:33:27
2023-08-06 05:44:17,413 semantic_segmentation INFO: Iters: 88920/150000 || Lr: 0.008910 || Task Loss: 0.3481 || KD Loss: 0.1564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:34:01 || Estimated Time: 1 day, 4:33:10
2023-08-06 05:44:34,148 semantic_segmentation INFO: Iters: 88930/150000 || Lr: 0.008908 || Task Loss: 0.2495 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:34:18 || Estimated Time: 1 day, 4:32:53
2023-08-06 05:44:50,992 semantic_segmentation INFO: Iters: 88940/150000 || Lr: 0.008907 || Task Loss: 0.2125 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:34:35 || Estimated Time: 1 day, 4:32:36
2023-08-06 05:45:07,766 semantic_segmentation INFO: Iters: 88950/150000 || Lr: 0.008906 || Task Loss: 0.1245 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:34:52 || Estimated Time: 1 day, 4:32:19
2023-08-06 05:45:24,484 semantic_segmentation INFO: Iters: 88960/150000 || Lr: 0.008904 || Task Loss: 0.2011 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:35:09 || Estimated Time: 1 day, 4:32:02
2023-08-06 05:45:41,214 semantic_segmentation INFO: Iters: 88970/150000 || Lr: 0.008903 || Task Loss: 0.1930 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:35:25 || Estimated Time: 1 day, 4:31:45
2023-08-06 05:45:57,882 semantic_segmentation INFO: Iters: 88980/150000 || Lr: 0.008902 || Task Loss: 0.1646 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:35:42 || Estimated Time: 1 day, 4:31:28
2023-08-06 05:46:14,593 semantic_segmentation INFO: Iters: 88990/150000 || Lr: 0.008901 || Task Loss: 0.2410 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:35:59 || Estimated Time: 1 day, 4:31:11
2023-08-06 05:46:31,325 semantic_segmentation INFO: Iters: 89000/150000 || Lr: 0.008899 || Task Loss: 0.2310 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:36:15 || Estimated Time: 1 day, 4:30:54
2023-08-06 05:46:48,075 semantic_segmentation INFO: Iters: 89010/150000 || Lr: 0.008898 || Task Loss: 0.1602 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:36:32 || Estimated Time: 1 day, 4:30:38
2023-08-06 05:47:04,814 semantic_segmentation INFO: Iters: 89020/150000 || Lr: 0.008897 || Task Loss: 0.1841 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:36:49 || Estimated Time: 1 day, 4:30:21
2023-08-06 05:47:21,520 semantic_segmentation INFO: Iters: 89030/150000 || Lr: 0.008895 || Task Loss: 0.2937 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:37:06 || Estimated Time: 1 day, 4:30:04
2023-08-06 05:47:38,348 semantic_segmentation INFO: Iters: 89040/150000 || Lr: 0.008894 || Task Loss: 0.1881 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:37:22 || Estimated Time: 1 day, 4:29:47
2023-08-06 05:47:55,205 semantic_segmentation INFO: Iters: 89050/150000 || Lr: 0.008893 || Task Loss: 0.3115 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:37:39 || Estimated Time: 1 day, 4:29:30
2023-08-06 05:48:11,998 semantic_segmentation INFO: Iters: 89060/150000 || Lr: 0.008891 || Task Loss: 0.2427 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:37:56 || Estimated Time: 1 day, 4:29:13
2023-08-06 05:48:28,870 semantic_segmentation INFO: Iters: 89070/150000 || Lr: 0.008890 || Task Loss: 0.1846 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:38:13 || Estimated Time: 1 day, 4:28:56
2023-08-06 05:48:45,658 semantic_segmentation INFO: Iters: 89080/150000 || Lr: 0.008889 || Task Loss: 0.1628 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:38:30 || Estimated Time: 1 day, 4:28:40
2023-08-06 05:49:02,519 semantic_segmentation INFO: Iters: 89090/150000 || Lr: 0.008887 || Task Loss: 0.1722 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:38:47 || Estimated Time: 1 day, 4:28:23
2023-08-06 05:49:19,359 semantic_segmentation INFO: Iters: 89100/150000 || Lr: 0.008886 || Task Loss: 0.4074 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:39:03 || Estimated Time: 1 day, 4:28:06
2023-08-06 05:49:36,107 semantic_segmentation INFO: Iters: 89110/150000 || Lr: 0.008885 || Task Loss: 0.3047 || KD Loss: 0.1384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:27:49
2023-08-06 05:49:52,895 semantic_segmentation INFO: Iters: 89120/150000 || Lr: 0.008883 || Task Loss: 0.2708 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:39:37 || Estimated Time: 1 day, 4:27:32
2023-08-06 05:50:09,632 semantic_segmentation INFO: Iters: 89130/150000 || Lr: 0.008882 || Task Loss: 0.1578 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:39:54 || Estimated Time: 1 day, 4:27:15
2023-08-06 05:50:26,662 semantic_segmentation INFO: Iters: 89140/150000 || Lr: 0.008881 || Task Loss: 0.1788 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:40:11 || Estimated Time: 1 day, 4:26:59
2023-08-06 05:50:43,626 semantic_segmentation INFO: Iters: 89150/150000 || Lr: 0.008880 || Task Loss: 0.3049 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:40:28 || Estimated Time: 1 day, 4:26:42
2023-08-06 05:51:00,472 semantic_segmentation INFO: Iters: 89160/150000 || Lr: 0.008878 || Task Loss: 0.2074 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:40:45 || Estimated Time: 1 day, 4:26:25
2023-08-06 05:51:17,174 semantic_segmentation INFO: Iters: 89170/150000 || Lr: 0.008877 || Task Loss: 0.2654 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:41:01 || Estimated Time: 1 day, 4:26:08
2023-08-06 05:51:33,848 semantic_segmentation INFO: Iters: 89180/150000 || Lr: 0.008876 || Task Loss: 0.2738 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:41:18 || Estimated Time: 1 day, 4:25:51
2023-08-06 05:51:50,642 semantic_segmentation INFO: Iters: 89190/150000 || Lr: 0.008874 || Task Loss: 0.2822 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:41:35 || Estimated Time: 1 day, 4:25:34
2023-08-06 05:52:07,391 semantic_segmentation INFO: Iters: 89200/150000 || Lr: 0.008873 || Task Loss: 0.2221 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:41:51 || Estimated Time: 1 day, 4:25:18
2023-08-06 05:52:24,174 semantic_segmentation INFO: Iters: 89210/150000 || Lr: 0.008872 || Task Loss: 0.2629 || KD Loss: 0.1010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:42:08 || Estimated Time: 1 day, 4:25:01
2023-08-06 05:52:40,900 semantic_segmentation INFO: Iters: 89220/150000 || Lr: 0.008870 || Task Loss: 0.1623 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:42:25 || Estimated Time: 1 day, 4:24:44
2023-08-06 05:52:57,612 semantic_segmentation INFO: Iters: 89230/150000 || Lr: 0.008869 || Task Loss: 0.1053 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:42:42 || Estimated Time: 1 day, 4:24:27
2023-08-06 05:53:14,351 semantic_segmentation INFO: Iters: 89240/150000 || Lr: 0.008868 || Task Loss: 0.1713 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:42:58 || Estimated Time: 1 day, 4:24:10
2023-08-06 05:53:31,139 semantic_segmentation INFO: Iters: 89250/150000 || Lr: 0.008866 || Task Loss: 0.3301 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:43:15 || Estimated Time: 1 day, 4:23:53
2023-08-06 05:53:47,858 semantic_segmentation INFO: Iters: 89260/150000 || Lr: 0.008865 || Task Loss: 0.2127 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:43:32 || Estimated Time: 1 day, 4:23:36
2023-08-06 05:54:04,582 semantic_segmentation INFO: Iters: 89270/150000 || Lr: 0.008864 || Task Loss: 0.2759 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:43:49 || Estimated Time: 1 day, 4:23:19
2023-08-06 05:54:21,367 semantic_segmentation INFO: Iters: 89280/150000 || Lr: 0.008862 || Task Loss: 0.6779 || KD Loss: 0.4036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:44:05 || Estimated Time: 1 day, 4:23:02
2023-08-06 05:54:38,118 semantic_segmentation INFO: Iters: 89290/150000 || Lr: 0.008861 || Task Loss: 0.1963 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:44:22 || Estimated Time: 1 day, 4:22:46
2023-08-06 05:54:54,888 semantic_segmentation INFO: Iters: 89300/150000 || Lr: 0.008860 || Task Loss: 0.3498 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:44:39 || Estimated Time: 1 day, 4:22:29
2023-08-06 05:55:11,585 semantic_segmentation INFO: Iters: 89310/150000 || Lr: 0.008858 || Task Loss: 0.2354 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:44:56 || Estimated Time: 1 day, 4:22:12
2023-08-06 05:55:28,336 semantic_segmentation INFO: Iters: 89320/150000 || Lr: 0.008857 || Task Loss: 0.3420 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:45:12 || Estimated Time: 1 day, 4:21:55
2023-08-06 05:55:45,085 semantic_segmentation INFO: Iters: 89330/150000 || Lr: 0.008856 || Task Loss: 0.3887 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:45:29 || Estimated Time: 1 day, 4:21:38
2023-08-06 05:56:01,856 semantic_segmentation INFO: Iters: 89340/150000 || Lr: 0.008855 || Task Loss: 0.1913 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:45:46 || Estimated Time: 1 day, 4:21:21
2023-08-06 05:56:18,545 semantic_segmentation INFO: Iters: 89350/150000 || Lr: 0.008853 || Task Loss: 0.2881 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:46:03 || Estimated Time: 1 day, 4:21:04
2023-08-06 05:56:35,369 semantic_segmentation INFO: Iters: 89360/150000 || Lr: 0.008852 || Task Loss: 0.2209 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:46:19 || Estimated Time: 1 day, 4:20:47
2023-08-06 05:56:52,210 semantic_segmentation INFO: Iters: 89370/150000 || Lr: 0.008851 || Task Loss: 0.1702 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:20:31
2023-08-06 05:57:08,988 semantic_segmentation INFO: Iters: 89380/150000 || Lr: 0.008849 || Task Loss: 0.2855 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:46:53 || Estimated Time: 1 day, 4:20:14
2023-08-06 05:57:25,804 semantic_segmentation INFO: Iters: 89390/150000 || Lr: 0.008848 || Task Loss: 0.2688 || KD Loss: 0.0830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:47:10 || Estimated Time: 1 day, 4:19:57
2023-08-06 05:57:42,621 semantic_segmentation INFO: Iters: 89400/150000 || Lr: 0.008847 || Task Loss: 0.3314 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:47:27 || Estimated Time: 1 day, 4:19:40
2023-08-06 05:57:59,424 semantic_segmentation INFO: Iters: 89410/150000 || Lr: 0.008845 || Task Loss: 0.3040 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:47:43 || Estimated Time: 1 day, 4:19:23
2023-08-06 05:58:16,207 semantic_segmentation INFO: Iters: 89420/150000 || Lr: 0.008844 || Task Loss: 0.2169 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:48:00 || Estimated Time: 1 day, 4:19:06
2023-08-06 05:58:33,060 semantic_segmentation INFO: Iters: 89430/150000 || Lr: 0.008843 || Task Loss: 0.2681 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:48:17 || Estimated Time: 1 day, 4:18:50
2023-08-06 05:58:49,943 semantic_segmentation INFO: Iters: 89440/150000 || Lr: 0.008841 || Task Loss: 0.1856 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:48:34 || Estimated Time: 1 day, 4:18:33
2023-08-06 05:59:06,812 semantic_segmentation INFO: Iters: 89450/150000 || Lr: 0.008840 || Task Loss: 0.2365 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:48:51 || Estimated Time: 1 day, 4:18:16
2023-08-06 05:59:23,589 semantic_segmentation INFO: Iters: 89460/150000 || Lr: 0.008839 || Task Loss: 0.3447 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:49:08 || Estimated Time: 1 day, 4:17:59
2023-08-06 05:59:40,400 semantic_segmentation INFO: Iters: 89470/150000 || Lr: 0.008837 || Task Loss: 0.3100 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:49:24 || Estimated Time: 1 day, 4:17:42
2023-08-06 05:59:57,187 semantic_segmentation INFO: Iters: 89480/150000 || Lr: 0.008836 || Task Loss: 0.2484 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:49:41 || Estimated Time: 1 day, 4:17:25
2023-08-06 06:00:13,983 semantic_segmentation INFO: Iters: 89490/150000 || Lr: 0.008835 || Task Loss: 0.2218 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:49:58 || Estimated Time: 1 day, 4:17:09
2023-08-06 06:00:30,764 semantic_segmentation INFO: Iters: 89500/150000 || Lr: 0.008834 || Task Loss: 0.1603 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:50:15 || Estimated Time: 1 day, 4:16:52
2023-08-06 06:00:47,553 semantic_segmentation INFO: Iters: 89510/150000 || Lr: 0.008832 || Task Loss: 0.2762 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:50:32 || Estimated Time: 1 day, 4:16:35
2023-08-06 06:01:04,253 semantic_segmentation INFO: Iters: 89520/150000 || Lr: 0.008831 || Task Loss: 0.2884 || KD Loss: 0.1283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:50:48 || Estimated Time: 1 day, 4:16:18
2023-08-06 06:01:20,987 semantic_segmentation INFO: Iters: 89530/150000 || Lr: 0.008830 || Task Loss: 0.1862 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:51:05 || Estimated Time: 1 day, 4:16:01
2023-08-06 06:01:37,737 semantic_segmentation INFO: Iters: 89540/150000 || Lr: 0.008828 || Task Loss: 0.2204 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:51:22 || Estimated Time: 1 day, 4:15:44
2023-08-06 06:01:54,494 semantic_segmentation INFO: Iters: 89550/150000 || Lr: 0.008827 || Task Loss: 0.2858 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:51:39 || Estimated Time: 1 day, 4:15:27
2023-08-06 06:02:11,193 semantic_segmentation INFO: Iters: 89560/150000 || Lr: 0.008826 || Task Loss: 0.2290 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:51:55 || Estimated Time: 1 day, 4:15:10
2023-08-06 06:02:27,912 semantic_segmentation INFO: Iters: 89570/150000 || Lr: 0.008824 || Task Loss: 0.1551 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:52:12 || Estimated Time: 1 day, 4:14:53
2023-08-06 06:02:44,632 semantic_segmentation INFO: Iters: 89580/150000 || Lr: 0.008823 || Task Loss: 0.2666 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:52:29 || Estimated Time: 1 day, 4:14:37
2023-08-06 06:03:01,419 semantic_segmentation INFO: Iters: 89590/150000 || Lr: 0.008822 || Task Loss: 0.3631 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:52:45 || Estimated Time: 1 day, 4:14:20
2023-08-06 06:03:18,128 semantic_segmentation INFO: Iters: 89600/150000 || Lr: 0.008820 || Task Loss: 0.1877 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:53:02 || Estimated Time: 1 day, 4:14:03
2023-08-06 06:03:18,212 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 06:03:19,006 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.405
2023-08-06 06:03:19,136 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.498
2023-08-06 06:03:19,262 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.516
2023-08-06 06:03:19,384 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.543
2023-08-06 06:03:19,503 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.536
2023-08-06 06:03:19,628 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.539
2023-08-06 06:03:19,754 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.577
2023-08-06 06:03:19,876 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.615
2023-08-06 06:03:19,998 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.663
2023-08-06 06:03:20,116 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.716
2023-08-06 06:03:20,239 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.717
2023-08-06 06:03:20,364 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.715
2023-08-06 06:03:20,491 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.715
2023-08-06 06:03:20,617 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.709
2023-08-06 06:03:20,739 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.669
2023-08-06 06:03:20,859 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.658
2023-08-06 06:03:20,981 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.660
2023-08-06 06:03:21,104 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.664
2023-08-06 06:03:21,225 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.667
2023-08-06 06:03:21,343 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.674
2023-08-06 06:03:21,468 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.678
2023-08-06 06:03:21,598 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.702
2023-08-06 06:03:21,718 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.700
2023-08-06 06:03:21,837 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.707
2023-08-06 06:03:21,954 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 06:03:22,079 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 06:03:22,207 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 06:03:22,329 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-06 06:03:22,450 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.706
2023-08-06 06:03:22,570 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 06:03:22,691 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 06:03:22,814 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-06 06:03:22,938 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.711
2023-08-06 06:03:23,061 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-06 06:03:23,182 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 06:03:23,304 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 06:03:23,429 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-06 06:03:23,551 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-06 06:03:23,671 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-06 06:03:23,788 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-06 06:03:23,913 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-06 06:03:24,044 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.702
2023-08-06 06:03:24,163 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.703
2023-08-06 06:03:24,282 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.704
2023-08-06 06:03:24,401 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-06 06:03:24,519 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-06 06:03:24,637 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.704
2023-08-06 06:03:24,759 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.702
2023-08-06 06:03:24,881 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.703
2023-08-06 06:03:25,001 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-06 06:03:25,120 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.706
2023-08-06 06:03:25,239 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 06:03:25,363 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 06:03:25,491 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 06:03:25,613 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 06:03:25,735 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-06 06:03:25,852 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 06:03:25,975 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-06 06:03:26,099 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-06 06:03:26,221 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 06:03:26,342 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-06 06:03:26,461 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 06:03:26,583 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-06 06:03:26,707 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 06:03:26,831 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 06:03:26,955 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 06:03:27,077 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 06:03:27,197 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-06 06:03:27,317 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 06:03:27,439 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 06:03:27,560 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 06:03:27,678 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-06 06:03:27,801 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 06:03:27,926 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 06:03:28,046 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 06:03:28,167 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 06:03:28,285 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 06:03:28,408 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 06:03:28,532 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 06:03:28,651 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 06:03:28,769 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 06:03:28,890 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 06:03:29,009 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 06:03:29,126 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-06 06:03:29,248 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 06:03:29,376 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 06:03:29,498 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 06:03:29,619 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 06:03:29,739 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 06:03:29,861 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 06:03:29,988 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 06:03:30,110 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 06:03:30,233 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 06:03:30,352 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 06:03:30,479 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 06:03:30,610 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 06:03:30,730 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-06 06:03:30,851 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 06:03:30,969 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 06:03:31,091 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.722
2023-08-06 06:03:31,217 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-06 06:03:31,341 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-06 06:03:31,464 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-06 06:03:31,585 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-06 06:03:31,707 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-06 06:03:31,829 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-06 06:03:31,950 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-06 06:03:32,071 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.721
2023-08-06 06:03:32,190 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-06 06:03:32,316 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-06 06:03:32,451 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-06 06:03:32,569 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 06:03:32,688 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 06:03:32,806 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 06:03:32,927 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 06:03:33,048 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 06:03:33,171 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-06 06:03:33,294 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.942, mIoU: 0.711
2023-08-06 06:03:33,417 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.709
2023-08-06 06:03:33,539 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.709
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2023-08-06 06:04:09,914 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.948, mIoU: 0.703
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2023-08-06 06:04:16,208 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 06:04:16,332 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.709
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2023-08-06 06:04:18,799 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 06:04:18,923 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 06:04:19,046 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 06:04:19,170 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 06:04:19,292 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 06:04:19,415 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 06:04:19,543 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 06:04:19,664 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 06:04:19,785 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 06:04:19,903 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 06:04:20,030 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 06:04:20,163 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 06:04:36,943 semantic_segmentation INFO: Iters: 89610/150000 || Lr: 0.008819 || Task Loss: 0.2129 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:54:21 || Estimated Time: 1 day, 4:14:28
2023-08-06 06:04:53,710 semantic_segmentation INFO: Iters: 89620/150000 || Lr: 0.008818 || Task Loss: 0.3798 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:54:38 || Estimated Time: 1 day, 4:14:11
2023-08-06 06:05:10,454 semantic_segmentation INFO: Iters: 89630/150000 || Lr: 0.008816 || Task Loss: 0.2981 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:54:54 || Estimated Time: 1 day, 4:13:54
2023-08-06 06:05:27,206 semantic_segmentation INFO: Iters: 89640/150000 || Lr: 0.008815 || Task Loss: 0.3158 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:55:11 || Estimated Time: 1 day, 4:13:37
2023-08-06 06:05:43,905 semantic_segmentation INFO: Iters: 89650/150000 || Lr: 0.008814 || Task Loss: 0.2714 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:55:28 || Estimated Time: 1 day, 4:13:20
2023-08-06 06:06:00,692 semantic_segmentation INFO: Iters: 89660/150000 || Lr: 0.008812 || Task Loss: 0.2244 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:13:03
2023-08-06 06:06:17,487 semantic_segmentation INFO: Iters: 89670/150000 || Lr: 0.008811 || Task Loss: 0.2202 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:56:02 || Estimated Time: 1 day, 4:12:46
2023-08-06 06:06:34,216 semantic_segmentation INFO: Iters: 89680/150000 || Lr: 0.008810 || Task Loss: 0.2523 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:56:18 || Estimated Time: 1 day, 4:12:30
2023-08-06 06:06:50,981 semantic_segmentation INFO: Iters: 89690/150000 || Lr: 0.008809 || Task Loss: 0.2522 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:56:35 || Estimated Time: 1 day, 4:12:13
2023-08-06 06:07:07,656 semantic_segmentation INFO: Iters: 89700/150000 || Lr: 0.008807 || Task Loss: 0.0832 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:56:52 || Estimated Time: 1 day, 4:11:56
2023-08-06 06:07:24,404 semantic_segmentation INFO: Iters: 89710/150000 || Lr: 0.008806 || Task Loss: 0.1696 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:57:08 || Estimated Time: 1 day, 4:11:39
2023-08-06 06:07:41,060 semantic_segmentation INFO: Iters: 89720/150000 || Lr: 0.008805 || Task Loss: 0.1553 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:57:25 || Estimated Time: 1 day, 4:11:22
2023-08-06 06:07:57,815 semantic_segmentation INFO: Iters: 89730/150000 || Lr: 0.008803 || Task Loss: 0.3203 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:57:42 || Estimated Time: 1 day, 4:11:05
2023-08-06 06:08:14,537 semantic_segmentation INFO: Iters: 89740/150000 || Lr: 0.008802 || Task Loss: 0.2278 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:57:59 || Estimated Time: 1 day, 4:10:48
2023-08-06 06:08:31,224 semantic_segmentation INFO: Iters: 89750/150000 || Lr: 0.008801 || Task Loss: 0.2456 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:58:15 || Estimated Time: 1 day, 4:10:31
2023-08-06 06:08:47,940 semantic_segmentation INFO: Iters: 89760/150000 || Lr: 0.008799 || Task Loss: 0.1703 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:58:32 || Estimated Time: 1 day, 4:10:14
2023-08-06 06:09:04,684 semantic_segmentation INFO: Iters: 89770/150000 || Lr: 0.008798 || Task Loss: 0.1917 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:58:49 || Estimated Time: 1 day, 4:09:57
2023-08-06 06:09:21,436 semantic_segmentation INFO: Iters: 89780/150000 || Lr: 0.008797 || Task Loss: 0.2053 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:59:05 || Estimated Time: 1 day, 4:09:40
2023-08-06 06:09:38,245 semantic_segmentation INFO: Iters: 89790/150000 || Lr: 0.008795 || Task Loss: 0.1119 || KD Loss: 0.0210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:59:22 || Estimated Time: 1 day, 4:09:24
2023-08-06 06:09:54,967 semantic_segmentation INFO: Iters: 89800/150000 || Lr: 0.008794 || Task Loss: 0.1286 || KD Loss: 0.0242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:59:39 || Estimated Time: 1 day, 4:09:07
2023-08-06 06:10:11,781 semantic_segmentation INFO: Iters: 89810/150000 || Lr: 0.008793 || Task Loss: 0.2061 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:59:56 || Estimated Time: 1 day, 4:08:50
2023-08-06 06:10:28,575 semantic_segmentation INFO: Iters: 89820/150000 || Lr: 0.008791 || Task Loss: 0.1904 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:00:13 || Estimated Time: 1 day, 4:08:33
2023-08-06 06:10:45,416 semantic_segmentation INFO: Iters: 89830/150000 || Lr: 0.008790 || Task Loss: 0.1762 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:00:29 || Estimated Time: 1 day, 4:08:16
2023-08-06 06:11:02,340 semantic_segmentation INFO: Iters: 89840/150000 || Lr: 0.008789 || Task Loss: 0.2810 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:00:46 || Estimated Time: 1 day, 4:07:59
2023-08-06 06:11:19,104 semantic_segmentation INFO: Iters: 89850/150000 || Lr: 0.008788 || Task Loss: 0.2124 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:01:03 || Estimated Time: 1 day, 4:07:42
2023-08-06 06:11:35,930 semantic_segmentation INFO: Iters: 89860/150000 || Lr: 0.008786 || Task Loss: 0.2880 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:01:20 || Estimated Time: 1 day, 4:07:26
2023-08-06 06:11:52,758 semantic_segmentation INFO: Iters: 89870/150000 || Lr: 0.008785 || Task Loss: 0.3243 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:07:09
2023-08-06 06:12:09,645 semantic_segmentation INFO: Iters: 89880/150000 || Lr: 0.008784 || Task Loss: 0.2258 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:01:54 || Estimated Time: 1 day, 4:06:52
2023-08-06 06:12:26,495 semantic_segmentation INFO: Iters: 89890/150000 || Lr: 0.008782 || Task Loss: 0.1863 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:02:11 || Estimated Time: 1 day, 4:06:35
2023-08-06 06:12:43,297 semantic_segmentation INFO: Iters: 89900/150000 || Lr: 0.008781 || Task Loss: 0.2957 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:02:27 || Estimated Time: 1 day, 4:06:18
2023-08-06 06:13:00,114 semantic_segmentation INFO: Iters: 89910/150000 || Lr: 0.008780 || Task Loss: 0.2164 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:02:44 || Estimated Time: 1 day, 4:06:01
2023-08-06 06:13:16,896 semantic_segmentation INFO: Iters: 89920/150000 || Lr: 0.008778 || Task Loss: 0.1922 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:03:01 || Estimated Time: 1 day, 4:05:45
2023-08-06 06:13:33,695 semantic_segmentation INFO: Iters: 89930/150000 || Lr: 0.008777 || Task Loss: 0.3132 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:03:18 || Estimated Time: 1 day, 4:05:28
2023-08-06 06:13:50,491 semantic_segmentation INFO: Iters: 89940/150000 || Lr: 0.008776 || Task Loss: 0.3917 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:03:35 || Estimated Time: 1 day, 4:05:11
2023-08-06 06:14:07,277 semantic_segmentation INFO: Iters: 89950/150000 || Lr: 0.008774 || Task Loss: 0.1775 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:03:51 || Estimated Time: 1 day, 4:04:54
2023-08-06 06:14:24,069 semantic_segmentation INFO: Iters: 89960/150000 || Lr: 0.008773 || Task Loss: 0.1839 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:04:08 || Estimated Time: 1 day, 4:04:37
2023-08-06 06:14:40,842 semantic_segmentation INFO: Iters: 89970/150000 || Lr: 0.008772 || Task Loss: 0.2105 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:04:25 || Estimated Time: 1 day, 4:04:20
2023-08-06 06:14:57,658 semantic_segmentation INFO: Iters: 89980/150000 || Lr: 0.008770 || Task Loss: 0.1534 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:04:42 || Estimated Time: 1 day, 4:04:03
2023-08-06 06:15:14,669 semantic_segmentation INFO: Iters: 89990/150000 || Lr: 0.008769 || Task Loss: 0.2391 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:04:59 || Estimated Time: 1 day, 4:03:47
2023-08-06 06:15:31,606 semantic_segmentation INFO: Iters: 90000/150000 || Lr: 0.008768 || Task Loss: 0.2424 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:05:16 || Estimated Time: 1 day, 4:03:30
2023-08-06 06:15:48,397 semantic_segmentation INFO: Iters: 90010/150000 || Lr: 0.008766 || Task Loss: 0.2416 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:05:32 || Estimated Time: 1 day, 4:03:13
2023-08-06 06:16:05,188 semantic_segmentation INFO: Iters: 90020/150000 || Lr: 0.008765 || Task Loss: 0.1896 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:05:49 || Estimated Time: 1 day, 4:02:56
2023-08-06 06:16:21,919 semantic_segmentation INFO: Iters: 90030/150000 || Lr: 0.008764 || Task Loss: 0.3151 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:06:06 || Estimated Time: 1 day, 4:02:39
2023-08-06 06:16:38,648 semantic_segmentation INFO: Iters: 90040/150000 || Lr: 0.008763 || Task Loss: 0.3054 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:06:23 || Estimated Time: 1 day, 4:02:22
2023-08-06 06:16:55,418 semantic_segmentation INFO: Iters: 90050/150000 || Lr: 0.008761 || Task Loss: 0.1770 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:06:39 || Estimated Time: 1 day, 4:02:05
2023-08-06 06:17:12,160 semantic_segmentation INFO: Iters: 90060/150000 || Lr: 0.008760 || Task Loss: 0.2621 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:06:56 || Estimated Time: 1 day, 4:01:49
2023-08-06 06:17:28,894 semantic_segmentation INFO: Iters: 90070/150000 || Lr: 0.008759 || Task Loss: 0.2059 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:07:13 || Estimated Time: 1 day, 4:01:32
2023-08-06 06:17:45,615 semantic_segmentation INFO: Iters: 90080/150000 || Lr: 0.008757 || Task Loss: 0.1776 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:07:30 || Estimated Time: 1 day, 4:01:15
2023-08-06 06:18:02,338 semantic_segmentation INFO: Iters: 90090/150000 || Lr: 0.008756 || Task Loss: 0.2092 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:07:46 || Estimated Time: 1 day, 4:00:58
2023-08-06 06:18:19,040 semantic_segmentation INFO: Iters: 90100/150000 || Lr: 0.008755 || Task Loss: 0.1982 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:08:03 || Estimated Time: 1 day, 4:00:41
2023-08-06 06:18:35,802 semantic_segmentation INFO: Iters: 90110/150000 || Lr: 0.008753 || Task Loss: 0.5243 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:08:20 || Estimated Time: 1 day, 4:00:24
2023-08-06 06:18:52,526 semantic_segmentation INFO: Iters: 90120/150000 || Lr: 0.008752 || Task Loss: 0.1674 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 4:00:07
2023-08-06 06:19:09,216 semantic_segmentation INFO: Iters: 90130/150000 || Lr: 0.008751 || Task Loss: 0.1535 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:59:50
2023-08-06 06:19:25,938 semantic_segmentation INFO: Iters: 90140/150000 || Lr: 0.008749 || Task Loss: 0.4184 || KD Loss: 0.1514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:09:10 || Estimated Time: 1 day, 3:59:33
2023-08-06 06:19:42,605 semantic_segmentation INFO: Iters: 90150/150000 || Lr: 0.008748 || Task Loss: 0.2470 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:09:27 || Estimated Time: 1 day, 3:59:16
2023-08-06 06:19:59,385 semantic_segmentation INFO: Iters: 90160/150000 || Lr: 0.008747 || Task Loss: 0.3185 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:09:43 || Estimated Time: 1 day, 3:58:59
2023-08-06 06:20:16,085 semantic_segmentation INFO: Iters: 90170/150000 || Lr: 0.008745 || Task Loss: 0.2084 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:10:00 || Estimated Time: 1 day, 3:58:43
2023-08-06 06:20:32,818 semantic_segmentation INFO: Iters: 90180/150000 || Lr: 0.008744 || Task Loss: 0.2638 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:10:17 || Estimated Time: 1 day, 3:58:26
2023-08-06 06:20:49,569 semantic_segmentation INFO: Iters: 90190/150000 || Lr: 0.008743 || Task Loss: 0.2467 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:10:34 || Estimated Time: 1 day, 3:58:09
2023-08-06 06:21:06,317 semantic_segmentation INFO: Iters: 90200/150000 || Lr: 0.008741 || Task Loss: 0.2169 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:10:50 || Estimated Time: 1 day, 3:57:52
2023-08-06 06:21:23,095 semantic_segmentation INFO: Iters: 90210/150000 || Lr: 0.008740 || Task Loss: 0.1688 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:11:07 || Estimated Time: 1 day, 3:57:35
2023-08-06 06:21:39,952 semantic_segmentation INFO: Iters: 90220/150000 || Lr: 0.008739 || Task Loss: 0.1911 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:11:24 || Estimated Time: 1 day, 3:57:18
2023-08-06 06:21:56,734 semantic_segmentation INFO: Iters: 90230/150000 || Lr: 0.008738 || Task Loss: 0.2978 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:11:41 || Estimated Time: 1 day, 3:57:01
2023-08-06 06:22:13,553 semantic_segmentation INFO: Iters: 90240/150000 || Lr: 0.008736 || Task Loss: 0.4403 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:11:58 || Estimated Time: 1 day, 3:56:44
2023-08-06 06:22:30,352 semantic_segmentation INFO: Iters: 90250/150000 || Lr: 0.008735 || Task Loss: 0.2267 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:12:14 || Estimated Time: 1 day, 3:56:28
2023-08-06 06:22:47,186 semantic_segmentation INFO: Iters: 90260/150000 || Lr: 0.008734 || Task Loss: 0.1668 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:12:31 || Estimated Time: 1 day, 3:56:11
2023-08-06 06:23:04,066 semantic_segmentation INFO: Iters: 90270/150000 || Lr: 0.008732 || Task Loss: 0.3380 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:12:48 || Estimated Time: 1 day, 3:55:54
2023-08-06 06:23:20,859 semantic_segmentation INFO: Iters: 90280/150000 || Lr: 0.008731 || Task Loss: 0.2604 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:13:05 || Estimated Time: 1 day, 3:55:37
2023-08-06 06:23:37,779 semantic_segmentation INFO: Iters: 90290/150000 || Lr: 0.008730 || Task Loss: 0.2481 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:13:22 || Estimated Time: 1 day, 3:55:20
2023-08-06 06:23:54,641 semantic_segmentation INFO: Iters: 90300/150000 || Lr: 0.008728 || Task Loss: 0.2014 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:13:39 || Estimated Time: 1 day, 3:55:03
2023-08-06 06:24:11,412 semantic_segmentation INFO: Iters: 90310/150000 || Lr: 0.008727 || Task Loss: 0.2151 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:13:55 || Estimated Time: 1 day, 3:54:47
2023-08-06 06:24:28,243 semantic_segmentation INFO: Iters: 90320/150000 || Lr: 0.008726 || Task Loss: 0.2228 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:14:12 || Estimated Time: 1 day, 3:54:30
2023-08-06 06:24:45,029 semantic_segmentation INFO: Iters: 90330/150000 || Lr: 0.008724 || Task Loss: 0.1853 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:14:29 || Estimated Time: 1 day, 3:54:13
2023-08-06 06:25:01,836 semantic_segmentation INFO: Iters: 90340/150000 || Lr: 0.008723 || Task Loss: 0.5330 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:14:46 || Estimated Time: 1 day, 3:53:56
2023-08-06 06:25:18,632 semantic_segmentation INFO: Iters: 90350/150000 || Lr: 0.008722 || Task Loss: 0.1697 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:15:03 || Estimated Time: 1 day, 3:53:39
2023-08-06 06:25:35,391 semantic_segmentation INFO: Iters: 90360/150000 || Lr: 0.008720 || Task Loss: 0.1567 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:15:19 || Estimated Time: 1 day, 3:53:22
2023-08-06 06:25:52,135 semantic_segmentation INFO: Iters: 90370/150000 || Lr: 0.008719 || Task Loss: 0.2309 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:15:36 || Estimated Time: 1 day, 3:53:05
2023-08-06 06:26:08,803 semantic_segmentation INFO: Iters: 90380/150000 || Lr: 0.008718 || Task Loss: 0.1451 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:52:48
2023-08-06 06:26:25,597 semantic_segmentation INFO: Iters: 90390/150000 || Lr: 0.008716 || Task Loss: 0.2987 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:16:10 || Estimated Time: 1 day, 3:52:32
2023-08-06 06:26:42,307 semantic_segmentation INFO: Iters: 90400/150000 || Lr: 0.008715 || Task Loss: 0.2770 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:52:15
2023-08-06 06:26:43,034 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 06:26:43,841 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.416
2023-08-06 06:26:43,970 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.511
2023-08-06 06:26:44,088 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.520
2023-08-06 06:26:44,205 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.549
2023-08-06 06:26:44,329 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.540
2023-08-06 06:26:44,457 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.540
2023-08-06 06:26:44,576 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.528
2023-08-06 06:26:44,697 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.566
2023-08-06 06:26:44,815 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.616
2023-08-06 06:26:44,939 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.662
2023-08-06 06:26:45,066 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.668
2023-08-06 06:26:45,183 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.674
2023-08-06 06:26:45,302 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.684
2023-08-06 06:26:45,420 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.672
2023-08-06 06:26:45,537 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.639
2023-08-06 06:26:45,654 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.630
2023-08-06 06:26:45,776 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.637
2023-08-06 06:26:45,904 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.643
2023-08-06 06:26:46,027 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.653
2023-08-06 06:26:46,148 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.659
2023-08-06 06:26:46,267 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.662
2023-08-06 06:26:46,388 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.682
2023-08-06 06:26:46,511 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.682
2023-08-06 06:26:46,633 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.688
2023-08-06 06:26:46,754 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.704
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2023-08-06 06:27:34,803 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 06:27:34,927 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 06:27:35,052 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 06:27:35,176 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 06:27:35,295 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 06:27:35,412 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 06:27:35,541 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 06:27:35,675 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 06:27:35,795 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:35,915 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:36,033 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:36,157 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:36,287 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 06:27:36,409 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:36,532 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:36,653 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:36,776 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:36,897 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:37,017 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:37,136 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:37,254 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:37,382 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:37,516 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:37,635 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:37,755 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:37,874 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:37,998 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:38,124 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 06:27:38,248 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:38,372 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:38,497 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:38,619 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:38,739 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:38,858 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:38,979 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:39,097 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:39,222 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:39,353 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 06:27:39,474 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 06:27:39,596 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 06:27:39,716 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 06:27:39,840 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 06:27:39,965 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 06:27:40,089 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 06:27:40,214 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 06:27:40,335 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 06:27:40,458 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 06:27:40,582 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 06:27:40,707 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 06:27:40,830 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 06:27:40,949 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 06:27:41,073 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 06:27:41,203 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:27:41,326 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 06:27:41,449 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:27:41,570 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:27:41,692 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:27:41,814 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:27:41,933 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:27:42,055 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:27:42,174 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:27:42,298 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 06:27:42,423 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 06:27:42,548 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 06:27:42,672 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 06:27:42,793 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 06:27:42,914 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 06:27:43,036 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 06:27:43,157 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 06:27:43,276 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 06:27:43,393 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 06:27:43,517 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 06:27:43,644 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 06:27:43,767 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 06:27:43,890 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 06:27:44,010 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 06:27:44,137 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 06:27:44,267 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 06:27:44,387 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 06:27:44,508 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 06:27:44,627 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 06:27:44,751 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 06:27:44,877 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 06:27:45,000 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 06:28:01,842 semantic_segmentation INFO: Iters: 90410/150000 || Lr: 0.008714 || Task Loss: 0.2142 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:52:39
2023-08-06 06:28:18,557 semantic_segmentation INFO: Iters: 90420/150000 || Lr: 0.008713 || Task Loss: 0.2247 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:03 || Estimated Time: 1 day, 3:52:22
2023-08-06 06:28:35,334 semantic_segmentation INFO: Iters: 90430/150000 || Lr: 0.008711 || Task Loss: 0.2013 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:19 || Estimated Time: 1 day, 3:52:05
2023-08-06 06:28:52,105 semantic_segmentation INFO: Iters: 90440/150000 || Lr: 0.008710 || Task Loss: 0.2268 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:36 || Estimated Time: 1 day, 3:51:49
2023-08-06 06:29:08,823 semantic_segmentation INFO: Iters: 90450/150000 || Lr: 0.008709 || Task Loss: 0.1375 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:53 || Estimated Time: 1 day, 3:51:32
2023-08-06 06:29:25,565 semantic_segmentation INFO: Iters: 90460/150000 || Lr: 0.008707 || Task Loss: 0.2559 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:19:10 || Estimated Time: 1 day, 3:51:15
2023-08-06 06:29:42,327 semantic_segmentation INFO: Iters: 90470/150000 || Lr: 0.008706 || Task Loss: 0.1156 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:19:26 || Estimated Time: 1 day, 3:50:58
2023-08-06 06:29:59,099 semantic_segmentation INFO: Iters: 90480/150000 || Lr: 0.008705 || Task Loss: 0.3210 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:19:43 || Estimated Time: 1 day, 3:50:41
2023-08-06 06:30:15,806 semantic_segmentation INFO: Iters: 90490/150000 || Lr: 0.008703 || Task Loss: 0.2496 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:20:00 || Estimated Time: 1 day, 3:50:24
2023-08-06 06:30:32,575 semantic_segmentation INFO: Iters: 90500/150000 || Lr: 0.008702 || Task Loss: 0.2026 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:20:17 || Estimated Time: 1 day, 3:50:07
2023-08-06 06:30:49,362 semantic_segmentation INFO: Iters: 90510/150000 || Lr: 0.008701 || Task Loss: 0.1696 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:20:33 || Estimated Time: 1 day, 3:49:50
2023-08-06 06:31:06,057 semantic_segmentation INFO: Iters: 90520/150000 || Lr: 0.008699 || Task Loss: 0.1275 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:20:50 || Estimated Time: 1 day, 3:49:33
2023-08-06 06:31:22,815 semantic_segmentation INFO: Iters: 90530/150000 || Lr: 0.008698 || Task Loss: 0.1397 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:21:07 || Estimated Time: 1 day, 3:49:16
2023-08-06 06:31:39,556 semantic_segmentation INFO: Iters: 90540/150000 || Lr: 0.008697 || Task Loss: 0.2174 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:21:24 || Estimated Time: 1 day, 3:48:59
2023-08-06 06:31:56,310 semantic_segmentation INFO: Iters: 90550/150000 || Lr: 0.008695 || Task Loss: 0.1314 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:21:40 || Estimated Time: 1 day, 3:48:43
2023-08-06 06:32:13,024 semantic_segmentation INFO: Iters: 90560/150000 || Lr: 0.008694 || Task Loss: 0.2715 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:21:57 || Estimated Time: 1 day, 3:48:26
2023-08-06 06:32:29,744 semantic_segmentation INFO: Iters: 90570/150000 || Lr: 0.008693 || Task Loss: 0.2305 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:22:14 || Estimated Time: 1 day, 3:48:09
2023-08-06 06:32:46,449 semantic_segmentation INFO: Iters: 90580/150000 || Lr: 0.008691 || Task Loss: 0.3003 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:22:30 || Estimated Time: 1 day, 3:47:52
2023-08-06 06:33:03,161 semantic_segmentation INFO: Iters: 90590/150000 || Lr: 0.008690 || Task Loss: 0.1555 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:22:47 || Estimated Time: 1 day, 3:47:35
2023-08-06 06:33:19,911 semantic_segmentation INFO: Iters: 90600/150000 || Lr: 0.008689 || Task Loss: 0.1568 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:23:04 || Estimated Time: 1 day, 3:47:18
2023-08-06 06:33:36,640 semantic_segmentation INFO: Iters: 90610/150000 || Lr: 0.008688 || Task Loss: 0.2610 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:23:21 || Estimated Time: 1 day, 3:47:01
2023-08-06 06:33:53,366 semantic_segmentation INFO: Iters: 90620/150000 || Lr: 0.008686 || Task Loss: 0.1692 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:23:37 || Estimated Time: 1 day, 3:46:44
2023-08-06 06:34:10,166 semantic_segmentation INFO: Iters: 90630/150000 || Lr: 0.008685 || Task Loss: 0.3865 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:46:27
2023-08-06 06:34:26,988 semantic_segmentation INFO: Iters: 90640/150000 || Lr: 0.008684 || Task Loss: 0.1972 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:24:11 || Estimated Time: 1 day, 3:46:10
2023-08-06 06:34:43,857 semantic_segmentation INFO: Iters: 90650/150000 || Lr: 0.008682 || Task Loss: 0.2541 || KD Loss: 0.0981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:24:28 || Estimated Time: 1 day, 3:45:54
2023-08-06 06:35:00,667 semantic_segmentation INFO: Iters: 90660/150000 || Lr: 0.008681 || Task Loss: 0.2543 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:24:45 || Estimated Time: 1 day, 3:45:37
2023-08-06 06:35:17,461 semantic_segmentation INFO: Iters: 90670/150000 || Lr: 0.008680 || Task Loss: 0.1791 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:25:01 || Estimated Time: 1 day, 3:45:20
2023-08-06 06:35:34,339 semantic_segmentation INFO: Iters: 90680/150000 || Lr: 0.008678 || Task Loss: 0.1373 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:25:18 || Estimated Time: 1 day, 3:45:03
2023-08-06 06:35:51,153 semantic_segmentation INFO: Iters: 90690/150000 || Lr: 0.008677 || Task Loss: 0.3045 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:25:35 || Estimated Time: 1 day, 3:44:46
2023-08-06 06:36:08,041 semantic_segmentation INFO: Iters: 90700/150000 || Lr: 0.008676 || Task Loss: 0.1234 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:25:52 || Estimated Time: 1 day, 3:44:29
2023-08-06 06:36:24,897 semantic_segmentation INFO: Iters: 90710/150000 || Lr: 0.008674 || Task Loss: 0.1883 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:26:09 || Estimated Time: 1 day, 3:44:13
2023-08-06 06:36:41,843 semantic_segmentation INFO: Iters: 90720/150000 || Lr: 0.008673 || Task Loss: 0.3085 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:26:26 || Estimated Time: 1 day, 3:43:56
2023-08-06 06:36:58,757 semantic_segmentation INFO: Iters: 90730/150000 || Lr: 0.008672 || Task Loss: 0.2007 || KD Loss: 0.1055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:26:43 || Estimated Time: 1 day, 3:43:39
2023-08-06 06:37:15,627 semantic_segmentation INFO: Iters: 90740/150000 || Lr: 0.008670 || Task Loss: 0.1917 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:27:00 || Estimated Time: 1 day, 3:43:22
2023-08-06 06:37:32,402 semantic_segmentation INFO: Iters: 90750/150000 || Lr: 0.008669 || Task Loss: 0.1783 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:27:16 || Estimated Time: 1 day, 3:43:05
2023-08-06 06:37:49,208 semantic_segmentation INFO: Iters: 90760/150000 || Lr: 0.008668 || Task Loss: 0.1971 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:27:33 || Estimated Time: 1 day, 3:42:48
2023-08-06 06:38:06,015 semantic_segmentation INFO: Iters: 90770/150000 || Lr: 0.008666 || Task Loss: 0.2213 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:27:50 || Estimated Time: 1 day, 3:42:32
2023-08-06 06:38:22,818 semantic_segmentation INFO: Iters: 90780/150000 || Lr: 0.008665 || Task Loss: 0.3238 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:28:07 || Estimated Time: 1 day, 3:42:15
2023-08-06 06:38:39,657 semantic_segmentation INFO: Iters: 90790/150000 || Lr: 0.008664 || Task Loss: 0.2246 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:28:24 || Estimated Time: 1 day, 3:41:58
2023-08-06 06:38:56,446 semantic_segmentation INFO: Iters: 90800/150000 || Lr: 0.008663 || Task Loss: 0.2190 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:28:40 || Estimated Time: 1 day, 3:41:41
2023-08-06 06:39:13,189 semantic_segmentation INFO: Iters: 90810/150000 || Lr: 0.008661 || Task Loss: 0.2386 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:28:57 || Estimated Time: 1 day, 3:41:24
2023-08-06 06:39:30,072 semantic_segmentation INFO: Iters: 90820/150000 || Lr: 0.008660 || Task Loss: 0.1602 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:29:14 || Estimated Time: 1 day, 3:41:07
2023-08-06 06:39:46,978 semantic_segmentation INFO: Iters: 90830/150000 || Lr: 0.008659 || Task Loss: 0.2664 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:29:31 || Estimated Time: 1 day, 3:40:50
2023-08-06 06:40:03,971 semantic_segmentation INFO: Iters: 90840/150000 || Lr: 0.008657 || Task Loss: 0.1447 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:29:48 || Estimated Time: 1 day, 3:40:34
2023-08-06 06:40:20,965 semantic_segmentation INFO: Iters: 90850/150000 || Lr: 0.008656 || Task Loss: 0.1574 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:40:17
2023-08-06 06:40:37,690 semantic_segmentation INFO: Iters: 90860/150000 || Lr: 0.008655 || Task Loss: 0.1977 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:30:22 || Estimated Time: 1 day, 3:40:00
2023-08-06 06:40:54,412 semantic_segmentation INFO: Iters: 90870/150000 || Lr: 0.008653 || Task Loss: 0.1811 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:30:38 || Estimated Time: 1 day, 3:39:43
2023-08-06 06:41:11,196 semantic_segmentation INFO: Iters: 90880/150000 || Lr: 0.008652 || Task Loss: 0.3071 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:30:55 || Estimated Time: 1 day, 3:39:26
2023-08-06 06:41:27,953 semantic_segmentation INFO: Iters: 90890/150000 || Lr: 0.008651 || Task Loss: 0.1465 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:31:12 || Estimated Time: 1 day, 3:39:09
2023-08-06 06:41:44,732 semantic_segmentation INFO: Iters: 90900/150000 || Lr: 0.008649 || Task Loss: 0.3014 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:31:29 || Estimated Time: 1 day, 3:38:52
2023-08-06 06:42:01,540 semantic_segmentation INFO: Iters: 90910/150000 || Lr: 0.008648 || Task Loss: 0.1543 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:31:46 || Estimated Time: 1 day, 3:38:36
2023-08-06 06:42:18,334 semantic_segmentation INFO: Iters: 90920/150000 || Lr: 0.008647 || Task Loss: 0.3569 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:32:02 || Estimated Time: 1 day, 3:38:19
2023-08-06 06:42:35,043 semantic_segmentation INFO: Iters: 90930/150000 || Lr: 0.008645 || Task Loss: 0.1961 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:32:19 || Estimated Time: 1 day, 3:38:02
2023-08-06 06:42:51,773 semantic_segmentation INFO: Iters: 90940/150000 || Lr: 0.008644 || Task Loss: 0.2208 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:32:36 || Estimated Time: 1 day, 3:37:45
2023-08-06 06:43:08,500 semantic_segmentation INFO: Iters: 90950/150000 || Lr: 0.008643 || Task Loss: 0.3091 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:32:53 || Estimated Time: 1 day, 3:37:28
2023-08-06 06:43:25,217 semantic_segmentation INFO: Iters: 90960/150000 || Lr: 0.008641 || Task Loss: 0.2718 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:33:09 || Estimated Time: 1 day, 3:37:11
2023-08-06 06:43:41,956 semantic_segmentation INFO: Iters: 90970/150000 || Lr: 0.008640 || Task Loss: 0.2582 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:33:26 || Estimated Time: 1 day, 3:36:54
2023-08-06 06:43:58,671 semantic_segmentation INFO: Iters: 90980/150000 || Lr: 0.008639 || Task Loss: 0.1931 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:33:43 || Estimated Time: 1 day, 3:36:37
2023-08-06 06:44:15,395 semantic_segmentation INFO: Iters: 90990/150000 || Lr: 0.008637 || Task Loss: 0.3159 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:33:59 || Estimated Time: 1 day, 3:36:20
2023-08-06 06:44:32,138 semantic_segmentation INFO: Iters: 91000/150000 || Lr: 0.008636 || Task Loss: 0.2478 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:34:16 || Estimated Time: 1 day, 3:36:03
2023-08-06 06:44:48,908 semantic_segmentation INFO: Iters: 91010/150000 || Lr: 0.008635 || Task Loss: 0.2078 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:34:33 || Estimated Time: 1 day, 3:35:46
2023-08-06 06:45:05,635 semantic_segmentation INFO: Iters: 91020/150000 || Lr: 0.008634 || Task Loss: 0.1495 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:34:50 || Estimated Time: 1 day, 3:35:30
2023-08-06 06:45:22,368 semantic_segmentation INFO: Iters: 91030/150000 || Lr: 0.008632 || Task Loss: 0.4574 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:35:06 || Estimated Time: 1 day, 3:35:13
2023-08-06 06:45:39,113 semantic_segmentation INFO: Iters: 91040/150000 || Lr: 0.008631 || Task Loss: 0.1966 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:35:23 || Estimated Time: 1 day, 3:34:56
2023-08-06 06:45:55,941 semantic_segmentation INFO: Iters: 91050/150000 || Lr: 0.008630 || Task Loss: 0.2009 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:35:40 || Estimated Time: 1 day, 3:34:39
2023-08-06 06:46:12,736 semantic_segmentation INFO: Iters: 91060/150000 || Lr: 0.008628 || Task Loss: 0.3312 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:35:57 || Estimated Time: 1 day, 3:34:22
2023-08-06 06:46:29,424 semantic_segmentation INFO: Iters: 91070/150000 || Lr: 0.008627 || Task Loss: 0.1995 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:36:13 || Estimated Time: 1 day, 3:34:05
2023-08-06 06:46:46,190 semantic_segmentation INFO: Iters: 91080/150000 || Lr: 0.008626 || Task Loss: 0.1838 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:36:30 || Estimated Time: 1 day, 3:33:48
2023-08-06 06:47:02,996 semantic_segmentation INFO: Iters: 91090/150000 || Lr: 0.008624 || Task Loss: 0.2063 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:36:47 || Estimated Time: 1 day, 3:33:31
2023-08-06 06:47:19,776 semantic_segmentation INFO: Iters: 91100/150000 || Lr: 0.008623 || Task Loss: 0.2173 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:33:14
2023-08-06 06:47:36,534 semantic_segmentation INFO: Iters: 91110/150000 || Lr: 0.008622 || Task Loss: 0.2478 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:37:21 || Estimated Time: 1 day, 3:32:58
2023-08-06 06:47:53,258 semantic_segmentation INFO: Iters: 91120/150000 || Lr: 0.008620 || Task Loss: 0.2248 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:37:37 || Estimated Time: 1 day, 3:32:41
2023-08-06 06:48:10,020 semantic_segmentation INFO: Iters: 91130/150000 || Lr: 0.008619 || Task Loss: 0.1669 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:37:54 || Estimated Time: 1 day, 3:32:24
2023-08-06 06:48:26,747 semantic_segmentation INFO: Iters: 91140/150000 || Lr: 0.008618 || Task Loss: 0.2234 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:38:11 || Estimated Time: 1 day, 3:32:07
2023-08-06 06:48:43,537 semantic_segmentation INFO: Iters: 91150/150000 || Lr: 0.008616 || Task Loss: 0.2185 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:38:28 || Estimated Time: 1 day, 3:31:50
2023-08-06 06:49:00,339 semantic_segmentation INFO: Iters: 91160/150000 || Lr: 0.008615 || Task Loss: 0.2668 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:38:44 || Estimated Time: 1 day, 3:31:33
2023-08-06 06:49:17,132 semantic_segmentation INFO: Iters: 91170/150000 || Lr: 0.008614 || Task Loss: 0.1783 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:39:01 || Estimated Time: 1 day, 3:31:16
2023-08-06 06:49:33,919 semantic_segmentation INFO: Iters: 91180/150000 || Lr: 0.008612 || Task Loss: 0.2248 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:39:18 || Estimated Time: 1 day, 3:30:59
2023-08-06 06:49:50,729 semantic_segmentation INFO: Iters: 91190/150000 || Lr: 0.008611 || Task Loss: 0.2591 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:39:35 || Estimated Time: 1 day, 3:30:42
2023-08-06 06:50:07,512 semantic_segmentation INFO: Iters: 91200/150000 || Lr: 0.008610 || Task Loss: 0.1460 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:39:52 || Estimated Time: 1 day, 3:30:26
2023-08-06 06:50:07,592 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 06:50:08,382 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.417
2023-08-06 06:50:08,519 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.493
2023-08-06 06:50:08,644 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.506
2023-08-06 06:50:08,768 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.533
2023-08-06 06:50:08,889 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.525
2023-08-06 06:50:09,010 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.528
2023-08-06 06:50:09,129 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.549
2023-08-06 06:50:09,254 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.593
2023-08-06 06:50:09,386 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.645
2023-08-06 06:50:09,507 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.699
2023-08-06 06:50:09,626 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.709
2023-08-06 06:50:09,744 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.730
2023-08-06 06:50:09,865 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.734
2023-08-06 06:50:09,983 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.733
2023-08-06 06:50:10,109 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.732
2023-08-06 06:50:10,234 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.722
2023-08-06 06:50:10,360 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.725
2023-08-06 06:50:10,487 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.728
2023-08-06 06:50:10,611 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.734
2023-08-06 06:50:10,734 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.741
2023-08-06 06:50:10,858 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.740
2023-08-06 06:50:10,981 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.727
2023-08-06 06:50:11,109 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.728
2023-08-06 06:50:11,241 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.734
2023-08-06 06:50:11,361 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 06:50:11,483 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 06:50:11,604 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 06:50:11,726 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 06:50:11,852 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 06:50:11,980 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 06:50:12,104 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 06:50:12,228 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 06:50:12,349 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 06:50:12,472 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.730
2023-08-06 06:50:12,594 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 06:50:12,716 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-06 06:50:12,834 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 06:50:12,962 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 06:50:13,092 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.723
2023-08-06 06:50:13,215 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 06:50:13,339 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.723
2023-08-06 06:50:13,461 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:50:13,579 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-06 06:50:13,699 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 06:50:13,823 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 06:50:13,945 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 06:50:14,064 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.725
2023-08-06 06:50:14,187 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-06 06:50:14,315 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 06:50:14,439 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 06:50:14,563 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 06:50:14,684 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 06:50:14,803 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 06:50:14,923 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 06:50:15,043 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 06:50:15,162 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 06:50:15,278 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 06:50:15,402 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 06:50:15,529 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 06:50:15,651 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 06:50:15,773 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 06:50:15,893 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 06:50:16,020 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 06:50:16,153 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-06 06:50:16,274 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 06:50:16,395 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 06:50:16,513 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 06:50:16,637 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 06:50:16,763 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 06:50:16,886 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 06:50:17,009 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 06:50:17,131 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 06:50:17,252 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 06:50:17,376 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 06:50:17,499 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 06:50:17,624 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 06:50:17,743 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 06:50:17,869 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 06:50:17,997 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 06:50:18,118 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 06:50:18,240 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 06:50:18,360 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-06 06:50:18,481 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-06 06:50:18,604 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 06:50:18,728 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 06:50:18,852 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 06:50:18,975 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.733
2023-08-06 06:50:19,096 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.733
2023-08-06 06:50:19,218 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 06:50:19,340 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 06:50:19,461 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.733
2023-08-06 06:50:19,580 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 06:50:19,704 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-06 06:50:19,834 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 06:50:19,954 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 06:50:20,073 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 06:50:20,191 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-06 06:50:20,308 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 06:50:20,425 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 06:50:20,548 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 06:50:20,675 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 06:50:20,798 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-06 06:50:20,921 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-06 06:50:21,042 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-06 06:50:21,164 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 06:50:21,285 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 06:50:21,404 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 06:50:21,523 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 06:50:21,641 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 06:50:21,766 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-06 06:50:21,897 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-06 06:50:22,018 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-06 06:50:22,141 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 06:50:22,260 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 06:50:22,381 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 06:50:22,500 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 06:50:22,621 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-06 06:50:22,742 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-06 06:50:22,860 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 06:50:22,982 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 06:50:23,106 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 06:50:23,229 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-06 06:50:23,353 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-06 06:50:23,476 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 06:50:23,599 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.747
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2023-08-06 06:50:48,040 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.947, mIoU: 0.726
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2023-08-06 06:50:48,296 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.948, mIoU: 0.727
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2023-08-06 06:50:48,777 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.948, mIoU: 0.728
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2023-08-06 06:50:49,022 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.948, mIoU: 0.728
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2023-08-06 06:50:49,397 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.948, mIoU: 0.728
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2023-08-06 06:50:49,886 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.948, mIoU: 0.729
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2023-08-06 06:50:51,109 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.949, mIoU: 0.730
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2023-08-06 06:50:52,332 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.950, mIoU: 0.730
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2023-08-06 06:50:52,819 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-06 06:50:52,942 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.950, mIoU: 0.731
2023-08-06 06:50:53,064 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.950, mIoU: 0.731
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2023-08-06 06:50:53,305 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-06 06:50:53,434 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-06 06:50:53,559 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.950, mIoU: 0.731
2023-08-06 06:50:53,685 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.950, mIoU: 0.731
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2023-08-06 06:50:55,031 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.731
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2023-08-06 06:50:55,396 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.951, mIoU: 0.732
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2023-08-06 06:50:55,634 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.951, mIoU: 0.732
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2023-08-06 06:50:56,016 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-06 06:50:56,140 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.951, mIoU: 0.733
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2023-08-06 06:50:56,734 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.733
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2023-08-06 06:50:58,100 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 06:50:58,223 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.952, mIoU: 0.734
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2023-08-06 06:50:58,588 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.734
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2023-08-06 06:50:58,972 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 06:50:59,098 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.734
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2023-08-06 06:50:59,347 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 06:50:59,475 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 06:50:59,600 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 06:50:59,727 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 06:50:59,849 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 06:50:59,974 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.735
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2023-08-06 06:51:00,346 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 06:51:00,472 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 06:51:00,601 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.735
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2023-08-06 06:51:00,851 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 06:51:00,974 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.735
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2023-08-06 06:51:01,461 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.735
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2023-08-06 06:51:01,703 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.735
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2023-08-06 06:51:03,061 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 06:51:03,183 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 06:51:03,307 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.736
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2023-08-06 06:51:03,911 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 06:51:04,028 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.736
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2023-08-06 06:51:04,527 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.737
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2023-08-06 06:51:05,380 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 06:51:05,514 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 06:51:05,633 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:05,753 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:05,872 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 06:51:05,995 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 06:51:06,120 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.736
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2023-08-06 06:51:06,370 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:06,489 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:06,611 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:06,734 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:06,858 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:06,980 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:07,098 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.737
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2023-08-06 06:51:07,358 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.737
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2023-08-06 06:51:07,601 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:07,723 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 06:51:07,844 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:07,965 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 06:51:08,088 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 06:51:08,210 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 06:51:08,328 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 06:51:08,452 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:08,579 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:08,703 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:08,826 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:08,947 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:09,069 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:09,192 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:09,314 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:09,435 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:09,552 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 06:51:26,624 semantic_segmentation INFO: Iters: 91210/150000 || Lr: 0.008609 || Task Loss: 0.1986 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:41:11 || Estimated Time: 1 day, 3:30:49
2023-08-06 06:51:43,414 semantic_segmentation INFO: Iters: 91220/150000 || Lr: 0.008607 || Task Loss: 0.2280 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:41:27 || Estimated Time: 1 day, 3:30:32
2023-08-06 06:52:00,176 semantic_segmentation INFO: Iters: 91230/150000 || Lr: 0.008606 || Task Loss: 0.2128 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:41:44 || Estimated Time: 1 day, 3:30:15
2023-08-06 06:52:16,953 semantic_segmentation INFO: Iters: 91240/150000 || Lr: 0.008605 || Task Loss: 0.2566 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:42:01 || Estimated Time: 1 day, 3:29:58
2023-08-06 06:52:33,754 semantic_segmentation INFO: Iters: 91250/150000 || Lr: 0.008603 || Task Loss: 0.2333 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:42:18 || Estimated Time: 1 day, 3:29:41
2023-08-06 06:52:50,540 semantic_segmentation INFO: Iters: 91260/150000 || Lr: 0.008602 || Task Loss: 0.1520 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:42:35 || Estimated Time: 1 day, 3:29:24
2023-08-06 06:53:07,324 semantic_segmentation INFO: Iters: 91270/150000 || Lr: 0.008601 || Task Loss: 0.1742 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:42:51 || Estimated Time: 1 day, 3:29:08
2023-08-06 06:53:24,032 semantic_segmentation INFO: Iters: 91280/150000 || Lr: 0.008599 || Task Loss: 0.3014 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:43:08 || Estimated Time: 1 day, 3:28:51
2023-08-06 06:53:40,784 semantic_segmentation INFO: Iters: 91290/150000 || Lr: 0.008598 || Task Loss: 0.1874 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:43:25 || Estimated Time: 1 day, 3:28:34
2023-08-06 06:53:57,554 semantic_segmentation INFO: Iters: 91300/150000 || Lr: 0.008597 || Task Loss: 0.2671 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:43:42 || Estimated Time: 1 day, 3:28:17
2023-08-06 06:54:14,210 semantic_segmentation INFO: Iters: 91310/150000 || Lr: 0.008595 || Task Loss: 0.2389 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:43:58 || Estimated Time: 1 day, 3:28:00
2023-08-06 06:54:30,936 semantic_segmentation INFO: Iters: 91320/150000 || Lr: 0.008594 || Task Loss: 0.1520 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:44:15 || Estimated Time: 1 day, 3:27:43
2023-08-06 06:54:47,679 semantic_segmentation INFO: Iters: 91330/150000 || Lr: 0.008593 || Task Loss: 0.2779 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:27:26
2023-08-06 06:55:04,430 semantic_segmentation INFO: Iters: 91340/150000 || Lr: 0.008591 || Task Loss: 0.1705 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:27:09
2023-08-06 06:55:21,172 semantic_segmentation INFO: Iters: 91350/150000 || Lr: 0.008590 || Task Loss: 0.1565 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:45:05 || Estimated Time: 1 day, 3:26:52
2023-08-06 06:55:37,951 semantic_segmentation INFO: Iters: 91360/150000 || Lr: 0.008589 || Task Loss: 0.2474 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:45:22 || Estimated Time: 1 day, 3:26:35
2023-08-06 06:55:54,769 semantic_segmentation INFO: Iters: 91370/150000 || Lr: 0.008587 || Task Loss: 0.1095 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:45:39 || Estimated Time: 1 day, 3:26:18
2023-08-06 06:56:11,544 semantic_segmentation INFO: Iters: 91380/150000 || Lr: 0.008586 || Task Loss: 0.2124 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:45:56 || Estimated Time: 1 day, 3:26:02
2023-08-06 06:56:28,351 semantic_segmentation INFO: Iters: 91390/150000 || Lr: 0.008585 || Task Loss: 0.2058 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:46:12 || Estimated Time: 1 day, 3:25:45
2023-08-06 06:56:45,242 semantic_segmentation INFO: Iters: 91400/150000 || Lr: 0.008583 || Task Loss: 0.1892 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:46:29 || Estimated Time: 1 day, 3:25:28
2023-08-06 06:57:02,076 semantic_segmentation INFO: Iters: 91410/150000 || Lr: 0.008582 || Task Loss: 0.2030 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:46:46 || Estimated Time: 1 day, 3:25:11
2023-08-06 06:57:18,947 semantic_segmentation INFO: Iters: 91420/150000 || Lr: 0.008581 || Task Loss: 0.2066 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:47:03 || Estimated Time: 1 day, 3:24:54
2023-08-06 06:57:35,823 semantic_segmentation INFO: Iters: 91430/150000 || Lr: 0.008580 || Task Loss: 0.1778 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:47:20 || Estimated Time: 1 day, 3:24:37
2023-08-06 06:57:52,679 semantic_segmentation INFO: Iters: 91440/150000 || Lr: 0.008578 || Task Loss: 0.3100 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:47:37 || Estimated Time: 1 day, 3:24:20
2023-08-06 06:58:09,525 semantic_segmentation INFO: Iters: 91450/150000 || Lr: 0.008577 || Task Loss: 0.2332 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:47:54 || Estimated Time: 1 day, 3:24:04
2023-08-06 06:58:26,412 semantic_segmentation INFO: Iters: 91460/150000 || Lr: 0.008576 || Task Loss: 0.2314 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:48:10 || Estimated Time: 1 day, 3:23:47
2023-08-06 06:58:43,258 semantic_segmentation INFO: Iters: 91470/150000 || Lr: 0.008574 || Task Loss: 0.0876 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:48:27 || Estimated Time: 1 day, 3:23:30
2023-08-06 06:59:00,190 semantic_segmentation INFO: Iters: 91480/150000 || Lr: 0.008573 || Task Loss: 0.1951 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:48:44 || Estimated Time: 1 day, 3:23:13
2023-08-06 06:59:17,102 semantic_segmentation INFO: Iters: 91490/150000 || Lr: 0.008572 || Task Loss: 0.2201 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:49:01 || Estimated Time: 1 day, 3:22:56
2023-08-06 06:59:33,978 semantic_segmentation INFO: Iters: 91500/150000 || Lr: 0.008570 || Task Loss: 0.2518 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:49:18 || Estimated Time: 1 day, 3:22:39
2023-08-06 06:59:50,767 semantic_segmentation INFO: Iters: 91510/150000 || Lr: 0.008569 || Task Loss: 0.1579 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:22:23
2023-08-06 07:00:07,649 semantic_segmentation INFO: Iters: 91520/150000 || Lr: 0.008568 || Task Loss: 0.2335 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:49:52 || Estimated Time: 1 day, 3:22:06
2023-08-06 07:00:24,461 semantic_segmentation INFO: Iters: 91530/150000 || Lr: 0.008566 || Task Loss: 0.4308 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:50:09 || Estimated Time: 1 day, 3:21:49
2023-08-06 07:00:41,263 semantic_segmentation INFO: Iters: 91540/150000 || Lr: 0.008565 || Task Loss: 0.2963 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:21:32
2023-08-06 07:00:58,081 semantic_segmentation INFO: Iters: 91550/150000 || Lr: 0.008564 || Task Loss: 0.2878 || KD Loss: 0.1489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:21:15
2023-08-06 07:01:14,850 semantic_segmentation INFO: Iters: 91560/150000 || Lr: 0.008562 || Task Loss: 0.3319 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:50:59 || Estimated Time: 1 day, 3:20:58
2023-08-06 07:01:31,670 semantic_segmentation INFO: Iters: 91570/150000 || Lr: 0.008561 || Task Loss: 0.1522 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:51:16 || Estimated Time: 1 day, 3:20:41
2023-08-06 07:01:48,438 semantic_segmentation INFO: Iters: 91580/150000 || Lr: 0.008560 || Task Loss: 0.2896 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:51:32 || Estimated Time: 1 day, 3:20:25
2023-08-06 07:02:05,229 semantic_segmentation INFO: Iters: 91590/150000 || Lr: 0.008558 || Task Loss: 0.1353 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:51:49 || Estimated Time: 1 day, 3:20:08
2023-08-06 07:02:22,021 semantic_segmentation INFO: Iters: 91600/150000 || Lr: 0.008557 || Task Loss: 0.3318 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:52:06 || Estimated Time: 1 day, 3:19:51
2023-08-06 07:02:38,818 semantic_segmentation INFO: Iters: 91610/150000 || Lr: 0.008556 || Task Loss: 0.1736 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:52:23 || Estimated Time: 1 day, 3:19:34
2023-08-06 07:02:55,563 semantic_segmentation INFO: Iters: 91620/150000 || Lr: 0.008554 || Task Loss: 0.3144 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:52:40 || Estimated Time: 1 day, 3:19:17
2023-08-06 07:03:12,315 semantic_segmentation INFO: Iters: 91630/150000 || Lr: 0.008553 || Task Loss: 0.2909 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:52:56 || Estimated Time: 1 day, 3:19:00
2023-08-06 07:03:29,139 semantic_segmentation INFO: Iters: 91640/150000 || Lr: 0.008552 || Task Loss: 0.2221 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:53:13 || Estimated Time: 1 day, 3:18:43
2023-08-06 07:03:45,945 semantic_segmentation INFO: Iters: 91650/150000 || Lr: 0.008550 || Task Loss: 0.2500 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:53:30 || Estimated Time: 1 day, 3:18:26
2023-08-06 07:04:02,785 semantic_segmentation INFO: Iters: 91660/150000 || Lr: 0.008549 || Task Loss: 0.2567 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:53:47 || Estimated Time: 1 day, 3:18:09
2023-08-06 07:04:19,584 semantic_segmentation INFO: Iters: 91670/150000 || Lr: 0.008548 || Task Loss: 0.1898 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:54:04 || Estimated Time: 1 day, 3:17:53
2023-08-06 07:04:36,528 semantic_segmentation INFO: Iters: 91680/150000 || Lr: 0.008547 || Task Loss: 0.2558 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:54:21 || Estimated Time: 1 day, 3:17:36
2023-08-06 07:04:53,609 semantic_segmentation INFO: Iters: 91690/150000 || Lr: 0.008545 || Task Loss: 0.2202 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:54:38 || Estimated Time: 1 day, 3:17:19
2023-08-06 07:05:10,605 semantic_segmentation INFO: Iters: 91700/150000 || Lr: 0.008544 || Task Loss: 0.2187 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:54:55 || Estimated Time: 1 day, 3:17:02
2023-08-06 07:05:27,304 semantic_segmentation INFO: Iters: 91710/150000 || Lr: 0.008543 || Task Loss: 0.2910 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:55:11 || Estimated Time: 1 day, 3:16:45
2023-08-06 07:05:44,112 semantic_segmentation INFO: Iters: 91720/150000 || Lr: 0.008541 || Task Loss: 0.2536 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:55:28 || Estimated Time: 1 day, 3:16:29
2023-08-06 07:06:00,895 semantic_segmentation INFO: Iters: 91730/150000 || Lr: 0.008540 || Task Loss: 0.2738 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:55:45 || Estimated Time: 1 day, 3:16:12
2023-08-06 07:06:17,684 semantic_segmentation INFO: Iters: 91740/150000 || Lr: 0.008539 || Task Loss: 0.2409 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:15:55
2023-08-06 07:06:34,484 semantic_segmentation INFO: Iters: 91750/150000 || Lr: 0.008537 || Task Loss: 0.2337 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:56:19 || Estimated Time: 1 day, 3:15:38
2023-08-06 07:06:51,229 semantic_segmentation INFO: Iters: 91760/150000 || Lr: 0.008536 || Task Loss: 0.2874 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:56:35 || Estimated Time: 1 day, 3:15:21
2023-08-06 07:07:08,018 semantic_segmentation INFO: Iters: 91770/150000 || Lr: 0.008535 || Task Loss: 0.1919 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:56:52 || Estimated Time: 1 day, 3:15:04
2023-08-06 07:07:24,814 semantic_segmentation INFO: Iters: 91780/150000 || Lr: 0.008533 || Task Loss: 0.2055 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:57:09 || Estimated Time: 1 day, 3:14:47
2023-08-06 07:07:41,604 semantic_segmentation INFO: Iters: 91790/150000 || Lr: 0.008532 || Task Loss: 0.1314 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:14:30
2023-08-06 07:07:58,448 semantic_segmentation INFO: Iters: 91800/150000 || Lr: 0.008531 || Task Loss: 0.1957 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:14:13
2023-08-06 07:08:15,248 semantic_segmentation INFO: Iters: 91810/150000 || Lr: 0.008529 || Task Loss: 0.2144 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:57:59 || Estimated Time: 1 day, 3:13:57
2023-08-06 07:08:32,047 semantic_segmentation INFO: Iters: 91820/150000 || Lr: 0.008528 || Task Loss: 0.2135 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:58:16 || Estimated Time: 1 day, 3:13:40
2023-08-06 07:08:48,787 semantic_segmentation INFO: Iters: 91830/150000 || Lr: 0.008527 || Task Loss: 0.3669 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:58:33 || Estimated Time: 1 day, 3:13:23
2023-08-06 07:09:05,580 semantic_segmentation INFO: Iters: 91840/150000 || Lr: 0.008525 || Task Loss: 0.2800 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:58:50 || Estimated Time: 1 day, 3:13:06
2023-08-06 07:09:22,400 semantic_segmentation INFO: Iters: 91850/150000 || Lr: 0.008524 || Task Loss: 0.2763 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:59:06 || Estimated Time: 1 day, 3:12:49
2023-08-06 07:09:39,155 semantic_segmentation INFO: Iters: 91860/150000 || Lr: 0.008523 || Task Loss: 0.2592 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:59:23 || Estimated Time: 1 day, 3:12:32
2023-08-06 07:09:55,938 semantic_segmentation INFO: Iters: 91870/150000 || Lr: 0.008521 || Task Loss: 0.3039 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:59:40 || Estimated Time: 1 day, 3:12:15
2023-08-06 07:10:12,700 semantic_segmentation INFO: Iters: 91880/150000 || Lr: 0.008520 || Task Loss: 0.1952 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:59:57 || Estimated Time: 1 day, 3:11:58
2023-08-06 07:10:29,418 semantic_segmentation INFO: Iters: 91890/150000 || Lr: 0.008519 || Task Loss: 0.2438 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:00:13 || Estimated Time: 1 day, 3:11:41
2023-08-06 07:10:46,198 semantic_segmentation INFO: Iters: 91900/150000 || Lr: 0.008518 || Task Loss: 0.1913 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:00:30 || Estimated Time: 1 day, 3:11:25
2023-08-06 07:11:02,925 semantic_segmentation INFO: Iters: 91910/150000 || Lr: 0.008516 || Task Loss: 0.3152 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:00:47 || Estimated Time: 1 day, 3:11:08
2023-08-06 07:11:19,706 semantic_segmentation INFO: Iters: 91920/150000 || Lr: 0.008515 || Task Loss: 0.3363 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:01:04 || Estimated Time: 1 day, 3:10:51
2023-08-06 07:11:36,497 semantic_segmentation INFO: Iters: 91930/150000 || Lr: 0.008514 || Task Loss: 0.5390 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:01:21 || Estimated Time: 1 day, 3:10:34
2023-08-06 07:11:53,294 semantic_segmentation INFO: Iters: 91940/150000 || Lr: 0.008512 || Task Loss: 0.1771 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:01:37 || Estimated Time: 1 day, 3:10:17
2023-08-06 07:12:10,083 semantic_segmentation INFO: Iters: 91950/150000 || Lr: 0.008511 || Task Loss: 0.2348 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:01:54 || Estimated Time: 1 day, 3:10:00
2023-08-06 07:12:26,827 semantic_segmentation INFO: Iters: 91960/150000 || Lr: 0.008510 || Task Loss: 0.6237 || KD Loss: 0.1770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:02:11 || Estimated Time: 1 day, 3:09:43
2023-08-06 07:12:43,627 semantic_segmentation INFO: Iters: 91970/150000 || Lr: 0.008508 || Task Loss: 0.1956 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:02:28 || Estimated Time: 1 day, 3:09:26
2023-08-06 07:13:00,388 semantic_segmentation INFO: Iters: 91980/150000 || Lr: 0.008507 || Task Loss: 0.1682 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:02:44 || Estimated Time: 1 day, 3:09:09
2023-08-06 07:13:17,172 semantic_segmentation INFO: Iters: 91990/150000 || Lr: 0.008506 || Task Loss: 0.2292 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:03:01 || Estimated Time: 1 day, 3:08:52
2023-08-06 07:13:33,903 semantic_segmentation INFO: Iters: 92000/150000 || Lr: 0.008504 || Task Loss: 0.2632 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:08:36
2023-08-06 07:13:33,987 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 07:13:34,876 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.394
2023-08-06 07:13:34,996 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.498
2023-08-06 07:13:35,115 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.501
2023-08-06 07:13:35,235 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.532
2023-08-06 07:13:35,354 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.525
2023-08-06 07:13:35,471 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.528
2023-08-06 07:13:35,596 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.555
2023-08-06 07:13:35,729 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.581
2023-08-06 07:13:35,847 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.627
2023-08-06 07:13:35,968 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.677
2023-08-06 07:13:36,088 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.681
2023-08-06 07:13:36,211 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.706
2023-08-06 07:13:36,338 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.709
2023-08-06 07:13:36,461 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.694
2023-08-06 07:13:36,586 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.662
2023-08-06 07:13:36,709 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.653
2023-08-06 07:13:36,829 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.657
2023-08-06 07:13:36,952 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.656
2023-08-06 07:13:37,076 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.662
2023-08-06 07:13:37,200 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.669
2023-08-06 07:13:37,321 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.672
2023-08-06 07:13:37,442 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.699
2023-08-06 07:13:37,566 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.697
2023-08-06 07:13:37,688 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.704
2023-08-06 07:13:37,808 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 07:13:37,925 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 07:13:38,052 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 07:13:38,182 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.704
2023-08-06 07:13:38,301 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.702
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2023-08-06 07:13:38,918 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 07:13:39,038 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.702
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2023-08-06 07:13:39,280 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.698
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2023-08-06 07:13:39,532 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.697
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2023-08-06 07:13:40,027 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.697
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2023-08-06 07:14:26,474 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 07:14:26,594 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 07:14:26,717 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 07:14:26,841 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 07:14:26,965 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 07:14:27,083 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:27,207 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 07:14:27,335 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 07:14:27,457 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:27,581 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:27,700 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:27,822 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:27,947 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:28,073 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:28,192 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:28,309 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:28,441 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:28,576 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:28,696 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:28,818 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:28,937 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:29,058 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:29,180 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:29,302 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:29,422 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:14:29,539 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 07:14:29,667 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 07:14:29,800 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 07:14:29,922 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 07:14:30,044 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 07:14:30,165 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 07:14:30,286 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 07:14:30,404 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 07:14:30,526 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 07:14:30,647 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 07:14:30,765 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:30,887 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:31,011 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:31,132 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:31,258 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:31,382 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:31,503 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:31,626 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:31,748 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:31,869 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:14:31,988 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:14:32,114 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:14:32,245 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:14:32,365 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:14:32,486 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:32,604 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:32,723 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 07:14:32,842 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:14:32,965 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:14:33,091 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:14:33,217 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:14:33,340 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:33,464 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:33,587 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:33,710 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:33,832 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:33,957 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:34,087 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:34,208 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:34,327 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:34,446 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:34,573 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:34,707 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:34,827 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 07:14:34,947 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:35,065 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:35,190 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:35,316 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:35,442 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:35,567 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:35,690 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:35,812 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:35,934 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:36,054 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 07:14:52,902 semantic_segmentation INFO: Iters: 92010/150000 || Lr: 0.008503 || Task Loss: 0.1721 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:04:37 || Estimated Time: 1 day, 3:08:58
2023-08-06 07:15:09,685 semantic_segmentation INFO: Iters: 92020/150000 || Lr: 0.008502 || Task Loss: 0.2225 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:08:41
2023-08-06 07:15:26,485 semantic_segmentation INFO: Iters: 92030/150000 || Lr: 0.008500 || Task Loss: 0.2406 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:05:11 || Estimated Time: 1 day, 3:08:24
2023-08-06 07:15:43,288 semantic_segmentation INFO: Iters: 92040/150000 || Lr: 0.008499 || Task Loss: 0.1642 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:08:07
2023-08-06 07:16:00,075 semantic_segmentation INFO: Iters: 92050/150000 || Lr: 0.008498 || Task Loss: 0.3407 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:05:44 || Estimated Time: 1 day, 3:07:50
2023-08-06 07:16:16,865 semantic_segmentation INFO: Iters: 92060/150000 || Lr: 0.008496 || Task Loss: 0.3713 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:06:01 || Estimated Time: 1 day, 3:07:33
2023-08-06 07:16:33,655 semantic_segmentation INFO: Iters: 92070/150000 || Lr: 0.008495 || Task Loss: 0.2336 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:06:18 || Estimated Time: 1 day, 3:07:17
2023-08-06 07:16:50,432 semantic_segmentation INFO: Iters: 92080/150000 || Lr: 0.008494 || Task Loss: 0.2144 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:06:34 || Estimated Time: 1 day, 3:07:00
2023-08-06 07:17:07,233 semantic_segmentation INFO: Iters: 92090/150000 || Lr: 0.008492 || Task Loss: 0.2251 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:06:51 || Estimated Time: 1 day, 3:06:43
2023-08-06 07:17:23,988 semantic_segmentation INFO: Iters: 92100/150000 || Lr: 0.008491 || Task Loss: 0.2540 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:07:08 || Estimated Time: 1 day, 3:06:26
2023-08-06 07:17:40,778 semantic_segmentation INFO: Iters: 92110/150000 || Lr: 0.008490 || Task Loss: 0.4331 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:07:25 || Estimated Time: 1 day, 3:06:09
2023-08-06 07:17:57,573 semantic_segmentation INFO: Iters: 92120/150000 || Lr: 0.008488 || Task Loss: 0.2865 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:07:42 || Estimated Time: 1 day, 3:05:52
2023-08-06 07:18:14,410 semantic_segmentation INFO: Iters: 92130/150000 || Lr: 0.008487 || Task Loss: 0.2351 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:07:58 || Estimated Time: 1 day, 3:05:35
2023-08-06 07:18:31,152 semantic_segmentation INFO: Iters: 92140/150000 || Lr: 0.008486 || Task Loss: 0.1786 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:08:15 || Estimated Time: 1 day, 3:05:18
2023-08-06 07:18:47,881 semantic_segmentation INFO: Iters: 92150/150000 || Lr: 0.008485 || Task Loss: 0.2622 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:08:32 || Estimated Time: 1 day, 3:05:01
2023-08-06 07:19:04,592 semantic_segmentation INFO: Iters: 92160/150000 || Lr: 0.008483 || Task Loss: 0.3298 || KD Loss: 0.1285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:08:49 || Estimated Time: 1 day, 3:04:44
2023-08-06 07:19:21,353 semantic_segmentation INFO: Iters: 92170/150000 || Lr: 0.008482 || Task Loss: 0.1730 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:09:05 || Estimated Time: 1 day, 3:04:27
2023-08-06 07:19:38,125 semantic_segmentation INFO: Iters: 92180/150000 || Lr: 0.008481 || Task Loss: 0.1584 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:09:22 || Estimated Time: 1 day, 3:04:11
2023-08-06 07:19:54,900 semantic_segmentation INFO: Iters: 92190/150000 || Lr: 0.008479 || Task Loss: 0.2861 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:09:39 || Estimated Time: 1 day, 3:03:54
2023-08-06 07:20:11,696 semantic_segmentation INFO: Iters: 92200/150000 || Lr: 0.008478 || Task Loss: 0.2253 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:09:56 || Estimated Time: 1 day, 3:03:37
2023-08-06 07:20:28,364 semantic_segmentation INFO: Iters: 92210/150000 || Lr: 0.008477 || Task Loss: 0.2533 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:10:12 || Estimated Time: 1 day, 3:03:20
2023-08-06 07:20:45,147 semantic_segmentation INFO: Iters: 92220/150000 || Lr: 0.008475 || Task Loss: 0.2462 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:10:29 || Estimated Time: 1 day, 3:03:03
2023-08-06 07:21:01,946 semantic_segmentation INFO: Iters: 92230/150000 || Lr: 0.008474 || Task Loss: 0.2672 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 3:02:46
2023-08-06 07:21:18,663 semantic_segmentation INFO: Iters: 92240/150000 || Lr: 0.008473 || Task Loss: 0.2067 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:11:03 || Estimated Time: 1 day, 3:02:29
2023-08-06 07:21:35,441 semantic_segmentation INFO: Iters: 92250/150000 || Lr: 0.008471 || Task Loss: 0.2423 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:11:19 || Estimated Time: 1 day, 3:02:12
2023-08-06 07:21:52,189 semantic_segmentation INFO: Iters: 92260/150000 || Lr: 0.008470 || Task Loss: 0.2847 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:11:36 || Estimated Time: 1 day, 3:01:55
2023-08-06 07:22:08,977 semantic_segmentation INFO: Iters: 92270/150000 || Lr: 0.008469 || Task Loss: 0.3327 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:11:53 || Estimated Time: 1 day, 3:01:38
2023-08-06 07:22:25,706 semantic_segmentation INFO: Iters: 92280/150000 || Lr: 0.008467 || Task Loss: 0.2278 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:12:10 || Estimated Time: 1 day, 3:01:21
2023-08-06 07:22:42,502 semantic_segmentation INFO: Iters: 92290/150000 || Lr: 0.008466 || Task Loss: 0.1580 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:12:27 || Estimated Time: 1 day, 3:01:05
2023-08-06 07:22:59,251 semantic_segmentation INFO: Iters: 92300/150000 || Lr: 0.008465 || Task Loss: 0.1958 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:12:43 || Estimated Time: 1 day, 3:00:48
2023-08-06 07:23:16,027 semantic_segmentation INFO: Iters: 92310/150000 || Lr: 0.008463 || Task Loss: 0.2777 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:13:00 || Estimated Time: 1 day, 3:00:31
2023-08-06 07:23:32,803 semantic_segmentation INFO: Iters: 92320/150000 || Lr: 0.008462 || Task Loss: 0.3189 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:13:17 || Estimated Time: 1 day, 3:00:14
2023-08-06 07:23:49,541 semantic_segmentation INFO: Iters: 92330/150000 || Lr: 0.008461 || Task Loss: 0.2499 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:13:34 || Estimated Time: 1 day, 2:59:57
2023-08-06 07:24:06,329 semantic_segmentation INFO: Iters: 92340/150000 || Lr: 0.008459 || Task Loss: 0.1624 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:13:50 || Estimated Time: 1 day, 2:59:40
2023-08-06 07:24:23,067 semantic_segmentation INFO: Iters: 92350/150000 || Lr: 0.008458 || Task Loss: 0.4949 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:07 || Estimated Time: 1 day, 2:59:23
2023-08-06 07:24:39,847 semantic_segmentation INFO: Iters: 92360/150000 || Lr: 0.008457 || Task Loss: 0.2599 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:24 || Estimated Time: 1 day, 2:59:06
2023-08-06 07:24:56,636 semantic_segmentation INFO: Iters: 92370/150000 || Lr: 0.008455 || Task Loss: 0.3833 || KD Loss: 0.2740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:41 || Estimated Time: 1 day, 2:58:49
2023-08-06 07:25:13,426 semantic_segmentation INFO: Iters: 92380/150000 || Lr: 0.008454 || Task Loss: 0.2544 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:57 || Estimated Time: 1 day, 2:58:32
2023-08-06 07:25:30,164 semantic_segmentation INFO: Iters: 92390/150000 || Lr: 0.008453 || Task Loss: 0.1569 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:15:14 || Estimated Time: 1 day, 2:58:15
2023-08-06 07:25:46,969 semantic_segmentation INFO: Iters: 92400/150000 || Lr: 0.008452 || Task Loss: 0.1861 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:15:31 || Estimated Time: 1 day, 2:57:59
2023-08-06 07:26:03,777 semantic_segmentation INFO: Iters: 92410/150000 || Lr: 0.008450 || Task Loss: 0.3129 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:15:48 || Estimated Time: 1 day, 2:57:42
2023-08-06 07:26:20,595 semantic_segmentation INFO: Iters: 92420/150000 || Lr: 0.008449 || Task Loss: 0.1519 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:16:05 || Estimated Time: 1 day, 2:57:25
2023-08-06 07:26:37,398 semantic_segmentation INFO: Iters: 92430/150000 || Lr: 0.008448 || Task Loss: 0.2474 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:16:21 || Estimated Time: 1 day, 2:57:08
2023-08-06 07:26:54,194 semantic_segmentation INFO: Iters: 92440/150000 || Lr: 0.008446 || Task Loss: 0.1716 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:16:38 || Estimated Time: 1 day, 2:56:51
2023-08-06 07:27:10,948 semantic_segmentation INFO: Iters: 92450/150000 || Lr: 0.008445 || Task Loss: 0.3211 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:16:55 || Estimated Time: 1 day, 2:56:34
2023-08-06 07:27:27,722 semantic_segmentation INFO: Iters: 92460/150000 || Lr: 0.008444 || Task Loss: 0.3951 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:17:12 || Estimated Time: 1 day, 2:56:17
2023-08-06 07:27:44,521 semantic_segmentation INFO: Iters: 92470/150000 || Lr: 0.008442 || Task Loss: 0.2133 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:17:29 || Estimated Time: 1 day, 2:56:00
2023-08-06 07:28:01,324 semantic_segmentation INFO: Iters: 92480/150000 || Lr: 0.008441 || Task Loss: 0.2152 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:17:45 || Estimated Time: 1 day, 2:55:43
2023-08-06 07:28:18,065 semantic_segmentation INFO: Iters: 92490/150000 || Lr: 0.008440 || Task Loss: 0.2004 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:18:02 || Estimated Time: 1 day, 2:55:26
2023-08-06 07:28:34,819 semantic_segmentation INFO: Iters: 92500/150000 || Lr: 0.008438 || Task Loss: 0.1621 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:18:19 || Estimated Time: 1 day, 2:55:10
2023-08-06 07:28:51,644 semantic_segmentation INFO: Iters: 92510/150000 || Lr: 0.008437 || Task Loss: 0.1261 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:18:36 || Estimated Time: 1 day, 2:54:53
2023-08-06 07:29:08,408 semantic_segmentation INFO: Iters: 92520/150000 || Lr: 0.008436 || Task Loss: 0.1789 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:18:52 || Estimated Time: 1 day, 2:54:36
2023-08-06 07:29:25,351 semantic_segmentation INFO: Iters: 92530/150000 || Lr: 0.008434 || Task Loss: 0.1254 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:19:09 || Estimated Time: 1 day, 2:54:19
2023-08-06 07:29:42,279 semantic_segmentation INFO: Iters: 92540/150000 || Lr: 0.008433 || Task Loss: 0.1706 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:19:26 || Estimated Time: 1 day, 2:54:02
2023-08-06 07:29:59,281 semantic_segmentation INFO: Iters: 92550/150000 || Lr: 0.008432 || Task Loss: 0.3466 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:19:43 || Estimated Time: 1 day, 2:53:45
2023-08-06 07:30:16,059 semantic_segmentation INFO: Iters: 92560/150000 || Lr: 0.008430 || Task Loss: 0.1628 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:20:00 || Estimated Time: 1 day, 2:53:29
2023-08-06 07:30:32,810 semantic_segmentation INFO: Iters: 92570/150000 || Lr: 0.008429 || Task Loss: 0.3628 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:20:17 || Estimated Time: 1 day, 2:53:12
2023-08-06 07:30:49,623 semantic_segmentation INFO: Iters: 92580/150000 || Lr: 0.008428 || Task Loss: 0.1597 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:20:34 || Estimated Time: 1 day, 2:52:55
2023-08-06 07:31:06,385 semantic_segmentation INFO: Iters: 92590/150000 || Lr: 0.008426 || Task Loss: 0.1985 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:20:50 || Estimated Time: 1 day, 2:52:38
2023-08-06 07:31:23,197 semantic_segmentation INFO: Iters: 92600/150000 || Lr: 0.008425 || Task Loss: 0.1434 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:21:07 || Estimated Time: 1 day, 2:52:21
2023-08-06 07:31:39,970 semantic_segmentation INFO: Iters: 92610/150000 || Lr: 0.008424 || Task Loss: 0.2729 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:21:24 || Estimated Time: 1 day, 2:52:04
2023-08-06 07:31:56,692 semantic_segmentation INFO: Iters: 92620/150000 || Lr: 0.008422 || Task Loss: 0.1550 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:21:41 || Estimated Time: 1 day, 2:51:47
2023-08-06 07:32:13,440 semantic_segmentation INFO: Iters: 92630/150000 || Lr: 0.008421 || Task Loss: 0.2819 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:21:57 || Estimated Time: 1 day, 2:51:30
2023-08-06 07:32:30,287 semantic_segmentation INFO: Iters: 92640/150000 || Lr: 0.008420 || Task Loss: 0.2504 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:22:14 || Estimated Time: 1 day, 2:51:13
2023-08-06 07:32:47,077 semantic_segmentation INFO: Iters: 92650/150000 || Lr: 0.008419 || Task Loss: 0.2494 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:22:31 || Estimated Time: 1 day, 2:50:56
2023-08-06 07:33:03,879 semantic_segmentation INFO: Iters: 92660/150000 || Lr: 0.008417 || Task Loss: 0.1731 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:22:48 || Estimated Time: 1 day, 2:50:40
2023-08-06 07:33:20,650 semantic_segmentation INFO: Iters: 92670/150000 || Lr: 0.008416 || Task Loss: 0.2677 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:23:05 || Estimated Time: 1 day, 2:50:23
2023-08-06 07:33:37,513 semantic_segmentation INFO: Iters: 92680/150000 || Lr: 0.008415 || Task Loss: 0.1382 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:23:22 || Estimated Time: 1 day, 2:50:06
2023-08-06 07:33:54,301 semantic_segmentation INFO: Iters: 92690/150000 || Lr: 0.008413 || Task Loss: 0.1804 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:23:38 || Estimated Time: 1 day, 2:49:49
2023-08-06 07:34:11,104 semantic_segmentation INFO: Iters: 92700/150000 || Lr: 0.008412 || Task Loss: 0.1985 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:49:32
2023-08-06 07:34:27,890 semantic_segmentation INFO: Iters: 92710/150000 || Lr: 0.008411 || Task Loss: 0.2351 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:24:12 || Estimated Time: 1 day, 2:49:15
2023-08-06 07:34:44,743 semantic_segmentation INFO: Iters: 92720/150000 || Lr: 0.008409 || Task Loss: 0.2302 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:24:29 || Estimated Time: 1 day, 2:48:58
2023-08-06 07:35:01,529 semantic_segmentation INFO: Iters: 92730/150000 || Lr: 0.008408 || Task Loss: 0.2841 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:24:46 || Estimated Time: 1 day, 2:48:41
2023-08-06 07:35:18,285 semantic_segmentation INFO: Iters: 92740/150000 || Lr: 0.008407 || Task Loss: 0.2382 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:25:02 || Estimated Time: 1 day, 2:48:24
2023-08-06 07:35:35,156 semantic_segmentation INFO: Iters: 92750/150000 || Lr: 0.008405 || Task Loss: 0.4116 || KD Loss: 0.1323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:25:19 || Estimated Time: 1 day, 2:48:08
2023-08-06 07:35:51,997 semantic_segmentation INFO: Iters: 92760/150000 || Lr: 0.008404 || Task Loss: 0.2133 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:25:36 || Estimated Time: 1 day, 2:47:51
2023-08-06 07:36:08,778 semantic_segmentation INFO: Iters: 92770/150000 || Lr: 0.008403 || Task Loss: 0.2477 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:25:53 || Estimated Time: 1 day, 2:47:34
2023-08-06 07:36:25,601 semantic_segmentation INFO: Iters: 92780/150000 || Lr: 0.008401 || Task Loss: 0.2193 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:26:10 || Estimated Time: 1 day, 2:47:17
2023-08-06 07:36:42,392 semantic_segmentation INFO: Iters: 92790/150000 || Lr: 0.008400 || Task Loss: 0.2222 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:26:26 || Estimated Time: 1 day, 2:47:00
2023-08-06 07:36:59,234 semantic_segmentation INFO: Iters: 92800/150000 || Lr: 0.008399 || Task Loss: 0.2727 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:26:43 || Estimated Time: 1 day, 2:46:43
2023-08-06 07:36:59,317 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 07:37:00,107 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.420
2023-08-06 07:37:00,237 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.509
2023-08-06 07:37:00,360 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.506
2023-08-06 07:37:00,481 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.534
2023-08-06 07:37:00,597 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.525
2023-08-06 07:37:00,727 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.531
2023-08-06 07:37:00,861 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.578
2023-08-06 07:37:00,982 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.617
2023-08-06 07:37:01,101 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.668
2023-08-06 07:37:01,218 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.720
2023-08-06 07:37:01,340 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.730
2023-08-06 07:37:01,467 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.733
2023-08-06 07:37:01,590 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.735
2023-08-06 07:37:01,713 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.727
2023-08-06 07:37:01,833 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.704
2023-08-06 07:37:01,954 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.692
2023-08-06 07:37:02,076 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.696
2023-08-06 07:37:02,197 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.698
2023-08-06 07:37:02,318 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.702
2023-08-06 07:37:02,436 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.709
2023-08-06 07:37:02,561 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.711
2023-08-06 07:37:02,692 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 07:37:02,813 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 07:37:02,935 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 07:37:03,054 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-06 07:37:03,181 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 07:37:03,315 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 07:37:03,434 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 07:37:03,551 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-06 07:37:03,668 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-06 07:37:03,789 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 07:37:03,911 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 07:37:04,033 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 07:37:04,155 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 07:37:04,278 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 07:37:04,401 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 07:37:04,525 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-06 07:37:04,645 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-06 07:37:04,766 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 07:37:04,885 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 07:37:05,007 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-06 07:37:05,132 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 07:37:05,251 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 07:37:05,370 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 07:37:05,493 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 07:37:05,612 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 07:37:05,730 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 07:37:05,853 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 07:37:05,980 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 07:37:06,104 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 07:37:06,227 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 07:37:06,349 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 07:37:06,471 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 07:37:06,590 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-06 07:37:06,708 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-06 07:37:06,827 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.729
2023-08-06 07:37:06,947 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-06 07:37:07,074 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 07:37:07,206 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 07:37:07,327 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 07:37:07,448 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 07:37:07,567 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 07:37:07,692 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 07:37:07,818 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 07:37:07,942 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 07:37:08,065 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 07:37:08,185 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-06 07:37:08,307 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 07:37:08,437 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-06 07:37:08,561 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 07:37:08,684 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 07:37:08,803 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 07:37:08,926 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-06 07:37:09,050 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 07:37:09,172 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 07:37:09,293 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 07:37:09,412 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 07:37:09,539 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 07:37:09,669 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 07:37:09,789 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 07:37:09,910 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-06 07:37:10,029 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 07:37:10,151 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 07:37:10,276 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 07:37:10,399 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.737
2023-08-06 07:37:10,522 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.738
2023-08-06 07:37:10,644 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.737
2023-08-06 07:37:10,765 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.737
2023-08-06 07:37:10,889 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.737
2023-08-06 07:37:11,011 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.736
2023-08-06 07:37:11,130 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-06 07:37:11,247 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.739
2023-08-06 07:37:11,373 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.738
2023-08-06 07:37:11,507 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 07:37:11,627 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.738
2023-08-06 07:37:11,746 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.739
2023-08-06 07:37:11,866 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.738
2023-08-06 07:37:11,989 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-06 07:37:12,114 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.736
2023-08-06 07:37:12,238 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.736
2023-08-06 07:37:12,363 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-06 07:37:12,484 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 07:37:12,604 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 07:37:12,725 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 07:37:12,847 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 07:37:12,968 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 07:37:13,087 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 07:37:13,212 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 07:37:13,343 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 07:37:13,465 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 07:37:13,589 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 07:37:13,708 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 07:37:13,829 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.733
2023-08-06 07:37:13,952 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 07:37:14,077 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 07:37:14,203 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 07:37:14,326 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 07:37:14,445 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-06 07:37:14,565 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.735
2023-08-06 07:37:14,686 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.735
2023-08-06 07:37:14,807 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 07:37:14,928 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 07:37:15,051 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.734
2023-08-06 07:37:15,177 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-06 07:37:15,300 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-06 07:37:15,421 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.737
2023-08-06 07:37:15,541 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.738
2023-08-06 07:37:15,668 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.738
2023-08-06 07:37:15,802 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.738
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2023-08-06 07:37:39,560 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.946, mIoU: 0.722
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2023-08-06 07:37:39,933 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-06 07:37:40,053 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-06 07:37:40,173 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.946, mIoU: 0.723
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2023-08-06 07:37:40,413 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 07:37:40,530 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.946, mIoU: 0.723
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2023-08-06 07:37:40,783 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-06 07:37:40,905 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.946, mIoU: 0.724
2023-08-06 07:37:41,027 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.946, mIoU: 0.724
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2023-08-06 07:37:41,276 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.946, mIoU: 0.724
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2023-08-06 07:37:41,653 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.947, mIoU: 0.724
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2023-08-06 07:37:43,002 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.947, mIoU: 0.726
2023-08-06 07:37:43,125 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.947, mIoU: 0.726
2023-08-06 07:37:43,247 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.948, mIoU: 0.726
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2023-08-06 07:37:43,736 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.726
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2023-08-06 07:37:45,223 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-06 07:37:45,345 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.948, mIoU: 0.727
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2023-08-06 07:37:47,911 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-06 07:37:48,035 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.949, mIoU: 0.730
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2023-08-06 07:37:48,408 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.730
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2023-08-06 07:37:48,657 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.730
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2023-08-06 07:37:49,032 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.730
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2023-08-06 07:37:49,759 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.950, mIoU: 0.731
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2023-08-06 07:37:50,742 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 07:37:50,862 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 07:37:50,979 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 07:37:51,107 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.731
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2023-08-06 07:37:51,361 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:51,483 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:51,608 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:51,731 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:51,854 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:51,976 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:52,096 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.732
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2023-08-06 07:37:52,344 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:52,476 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:52,600 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:52,726 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:52,849 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:52,971 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 07:37:53,094 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.732
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2023-08-06 07:37:53,714 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.732
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2023-08-06 07:37:54,077 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 07:37:54,203 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.732
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2023-08-06 07:37:54,834 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.732
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2023-08-06 07:37:55,084 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 07:37:55,208 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.733
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2023-08-06 07:37:55,822 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 07:37:55,953 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.733
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2023-08-06 07:37:57,545 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.734
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2023-08-06 07:37:57,792 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 07:37:57,921 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 07:37:58,041 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.733
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2023-08-06 07:37:59,761 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 07:37:59,886 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 07:38:00,009 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 07:38:00,132 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 07:38:00,253 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 07:38:00,374 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:00,495 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:00,614 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:00,739 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:00,869 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:00,994 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:01,119 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:01,240 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:01,361 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:01,481 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 07:38:18,378 semantic_segmentation INFO: Iters: 92810/150000 || Lr: 0.008397 || Task Loss: 0.2586 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:28:02 || Estimated Time: 1 day, 2:47:05
2023-08-06 07:38:35,230 semantic_segmentation INFO: Iters: 92820/150000 || Lr: 0.008396 || Task Loss: 0.1214 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:28:19 || Estimated Time: 1 day, 2:46:48
2023-08-06 07:38:52,032 semantic_segmentation INFO: Iters: 92830/150000 || Lr: 0.008395 || Task Loss: 0.3791 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:28:36 || Estimated Time: 1 day, 2:46:31
2023-08-06 07:39:08,872 semantic_segmentation INFO: Iters: 92840/150000 || Lr: 0.008393 || Task Loss: 0.3102 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:28:53 || Estimated Time: 1 day, 2:46:14
2023-08-06 07:39:25,668 semantic_segmentation INFO: Iters: 92850/150000 || Lr: 0.008392 || Task Loss: 0.1807 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:29:10 || Estimated Time: 1 day, 2:45:57
2023-08-06 07:39:42,423 semantic_segmentation INFO: Iters: 92860/150000 || Lr: 0.008391 || Task Loss: 0.2410 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:29:26 || Estimated Time: 1 day, 2:45:40
2023-08-06 07:39:59,268 semantic_segmentation INFO: Iters: 92870/150000 || Lr: 0.008389 || Task Loss: 0.2144 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:29:43 || Estimated Time: 1 day, 2:45:23
2023-08-06 07:40:16,101 semantic_segmentation INFO: Iters: 92880/150000 || Lr: 0.008388 || Task Loss: 0.1833 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:30:00 || Estimated Time: 1 day, 2:45:07
2023-08-06 07:40:32,930 semantic_segmentation INFO: Iters: 92890/150000 || Lr: 0.008387 || Task Loss: 0.2753 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:30:17 || Estimated Time: 1 day, 2:44:50
2023-08-06 07:40:49,727 semantic_segmentation INFO: Iters: 92900/150000 || Lr: 0.008385 || Task Loss: 0.1578 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:30:34 || Estimated Time: 1 day, 2:44:33
2023-08-06 07:41:06,487 semantic_segmentation INFO: Iters: 92910/150000 || Lr: 0.008384 || Task Loss: 0.2501 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:44:16
2023-08-06 07:41:23,270 semantic_segmentation INFO: Iters: 92920/150000 || Lr: 0.008383 || Task Loss: 0.2800 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:43:59
2023-08-06 07:41:40,050 semantic_segmentation INFO: Iters: 92930/150000 || Lr: 0.008382 || Task Loss: 0.2469 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:31:24 || Estimated Time: 1 day, 2:43:42
2023-08-06 07:41:56,831 semantic_segmentation INFO: Iters: 92940/150000 || Lr: 0.008380 || Task Loss: 0.4611 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:31:41 || Estimated Time: 1 day, 2:43:25
2023-08-06 07:42:13,658 semantic_segmentation INFO: Iters: 92950/150000 || Lr: 0.008379 || Task Loss: 0.1944 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:31:58 || Estimated Time: 1 day, 2:43:08
2023-08-06 07:42:30,439 semantic_segmentation INFO: Iters: 92960/150000 || Lr: 0.008378 || Task Loss: 0.1802 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:32:14 || Estimated Time: 1 day, 2:42:51
2023-08-06 07:42:47,202 semantic_segmentation INFO: Iters: 92970/150000 || Lr: 0.008376 || Task Loss: 0.2166 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:32:31 || Estimated Time: 1 day, 2:42:34
2023-08-06 07:43:04,024 semantic_segmentation INFO: Iters: 92980/150000 || Lr: 0.008375 || Task Loss: 0.1608 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:32:48 || Estimated Time: 1 day, 2:42:18
2023-08-06 07:43:20,842 semantic_segmentation INFO: Iters: 92990/150000 || Lr: 0.008374 || Task Loss: 0.2884 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:33:05 || Estimated Time: 1 day, 2:42:01
2023-08-06 07:43:37,637 semantic_segmentation INFO: Iters: 93000/150000 || Lr: 0.008372 || Task Loss: 0.1546 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:33:22 || Estimated Time: 1 day, 2:41:44
2023-08-06 07:43:54,454 semantic_segmentation INFO: Iters: 93010/150000 || Lr: 0.008371 || Task Loss: 0.1975 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:33:38 || Estimated Time: 1 day, 2:41:27
2023-08-06 07:44:11,252 semantic_segmentation INFO: Iters: 93020/150000 || Lr: 0.008370 || Task Loss: 0.1737 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:33:55 || Estimated Time: 1 day, 2:41:10
2023-08-06 07:44:28,061 semantic_segmentation INFO: Iters: 93030/150000 || Lr: 0.008368 || Task Loss: 0.2239 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:34:12 || Estimated Time: 1 day, 2:40:53
2023-08-06 07:44:44,891 semantic_segmentation INFO: Iters: 93040/150000 || Lr: 0.008367 || Task Loss: 0.1850 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:34:29 || Estimated Time: 1 day, 2:40:36
2023-08-06 07:45:01,692 semantic_segmentation INFO: Iters: 93050/150000 || Lr: 0.008366 || Task Loss: 0.1780 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:34:46 || Estimated Time: 1 day, 2:40:19
2023-08-06 07:45:18,489 semantic_segmentation INFO: Iters: 93060/150000 || Lr: 0.008364 || Task Loss: 0.2038 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:35:03 || Estimated Time: 1 day, 2:40:02
2023-08-06 07:45:35,301 semantic_segmentation INFO: Iters: 93070/150000 || Lr: 0.008363 || Task Loss: 0.1877 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:35:19 || Estimated Time: 1 day, 2:39:45
2023-08-06 07:45:52,078 semantic_segmentation INFO: Iters: 93080/150000 || Lr: 0.008362 || Task Loss: 0.1581 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:35:36 || Estimated Time: 1 day, 2:39:29
2023-08-06 07:46:08,865 semantic_segmentation INFO: Iters: 93090/150000 || Lr: 0.008360 || Task Loss: 0.2076 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:35:53 || Estimated Time: 1 day, 2:39:12
2023-08-06 07:46:25,664 semantic_segmentation INFO: Iters: 93100/150000 || Lr: 0.008359 || Task Loss: 0.2120 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:36:10 || Estimated Time: 1 day, 2:38:55
2023-08-06 07:46:42,454 semantic_segmentation INFO: Iters: 93110/150000 || Lr: 0.008358 || Task Loss: 0.2386 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:36:26 || Estimated Time: 1 day, 2:38:38
2023-08-06 07:46:59,261 semantic_segmentation INFO: Iters: 93120/150000 || Lr: 0.008356 || Task Loss: 0.2369 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:36:43 || Estimated Time: 1 day, 2:38:21
2023-08-06 07:47:16,072 semantic_segmentation INFO: Iters: 93130/150000 || Lr: 0.008355 || Task Loss: 0.1892 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:37:00 || Estimated Time: 1 day, 2:38:04
2023-08-06 07:47:32,886 semantic_segmentation INFO: Iters: 93140/150000 || Lr: 0.008354 || Task Loss: 0.2453 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:37:17 || Estimated Time: 1 day, 2:37:47
2023-08-06 07:47:49,703 semantic_segmentation INFO: Iters: 93150/150000 || Lr: 0.008352 || Task Loss: 0.2185 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:37:30
2023-08-06 07:48:06,481 semantic_segmentation INFO: Iters: 93160/150000 || Lr: 0.008351 || Task Loss: 0.2680 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:37:51 || Estimated Time: 1 day, 2:37:13
2023-08-06 07:48:23,299 semantic_segmentation INFO: Iters: 93170/150000 || Lr: 0.008350 || Task Loss: 0.1835 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:38:07 || Estimated Time: 1 day, 2:36:57
2023-08-06 07:48:40,075 semantic_segmentation INFO: Iters: 93180/150000 || Lr: 0.008348 || Task Loss: 0.2090 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:38:24 || Estimated Time: 1 day, 2:36:40
2023-08-06 07:48:56,864 semantic_segmentation INFO: Iters: 93190/150000 || Lr: 0.008347 || Task Loss: 0.2180 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:38:41 || Estimated Time: 1 day, 2:36:23
2023-08-06 07:49:13,648 semantic_segmentation INFO: Iters: 93200/150000 || Lr: 0.008346 || Task Loss: 0.2753 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:38:58 || Estimated Time: 1 day, 2:36:06
2023-08-06 07:49:30,387 semantic_segmentation INFO: Iters: 93210/150000 || Lr: 0.008344 || Task Loss: 0.1815 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:39:14 || Estimated Time: 1 day, 2:35:49
2023-08-06 07:49:47,188 semantic_segmentation INFO: Iters: 93220/150000 || Lr: 0.008343 || Task Loss: 0.1859 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:39:31 || Estimated Time: 1 day, 2:35:32
2023-08-06 07:50:03,924 semantic_segmentation INFO: Iters: 93230/150000 || Lr: 0.008342 || Task Loss: 0.2182 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:39:48 || Estimated Time: 1 day, 2:35:15
2023-08-06 07:50:20,744 semantic_segmentation INFO: Iters: 93240/150000 || Lr: 0.008341 || Task Loss: 0.1954 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:40:05 || Estimated Time: 1 day, 2:34:58
2023-08-06 07:50:37,510 semantic_segmentation INFO: Iters: 93250/150000 || Lr: 0.008339 || Task Loss: 0.1957 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:40:22 || Estimated Time: 1 day, 2:34:41
2023-08-06 07:50:54,292 semantic_segmentation INFO: Iters: 93260/150000 || Lr: 0.008338 || Task Loss: 0.2160 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:40:38 || Estimated Time: 1 day, 2:34:24
2023-08-06 07:51:11,065 semantic_segmentation INFO: Iters: 93270/150000 || Lr: 0.008337 || Task Loss: 0.2721 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:40:55 || Estimated Time: 1 day, 2:34:07
2023-08-06 07:51:27,945 semantic_segmentation INFO: Iters: 93280/150000 || Lr: 0.008335 || Task Loss: 0.2789 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:41:12 || Estimated Time: 1 day, 2:33:51
2023-08-06 07:51:44,729 semantic_segmentation INFO: Iters: 93290/150000 || Lr: 0.008334 || Task Loss: 0.1714 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:41:29 || Estimated Time: 1 day, 2:33:34
2023-08-06 07:52:01,522 semantic_segmentation INFO: Iters: 93300/150000 || Lr: 0.008333 || Task Loss: 0.3257 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:41:46 || Estimated Time: 1 day, 2:33:17
2023-08-06 07:52:18,316 semantic_segmentation INFO: Iters: 93310/150000 || Lr: 0.008331 || Task Loss: 0.1675 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:42:02 || Estimated Time: 1 day, 2:33:00
2023-08-06 07:52:34,996 semantic_segmentation INFO: Iters: 93320/150000 || Lr: 0.008330 || Task Loss: 0.1841 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:42:19 || Estimated Time: 1 day, 2:32:43
2023-08-06 07:52:51,775 semantic_segmentation INFO: Iters: 93330/150000 || Lr: 0.008329 || Task Loss: 0.1465 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:42:36 || Estimated Time: 1 day, 2:32:26
2023-08-06 07:53:08,668 semantic_segmentation INFO: Iters: 93340/150000 || Lr: 0.008327 || Task Loss: 0.2197 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:42:53 || Estimated Time: 1 day, 2:32:09
2023-08-06 07:53:25,502 semantic_segmentation INFO: Iters: 93350/150000 || Lr: 0.008326 || Task Loss: 0.1796 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:43:10 || Estimated Time: 1 day, 2:31:52
2023-08-06 07:53:42,348 semantic_segmentation INFO: Iters: 93360/150000 || Lr: 0.008325 || Task Loss: 0.3401 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:43:26 || Estimated Time: 1 day, 2:31:35
2023-08-06 07:53:59,158 semantic_segmentation INFO: Iters: 93370/150000 || Lr: 0.008323 || Task Loss: 0.2566 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:43:43 || Estimated Time: 1 day, 2:31:18
2023-08-06 07:54:16,283 semantic_segmentation INFO: Iters: 93380/150000 || Lr: 0.008322 || Task Loss: 0.1450 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:44:00 || Estimated Time: 1 day, 2:31:02
2023-08-06 07:54:33,358 semantic_segmentation INFO: Iters: 93390/150000 || Lr: 0.008321 || Task Loss: 0.2377 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:30:45
2023-08-06 07:54:50,356 semantic_segmentation INFO: Iters: 93400/150000 || Lr: 0.008319 || Task Loss: 0.1782 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:44:34 || Estimated Time: 1 day, 2:30:28
2023-08-06 07:55:07,295 semantic_segmentation INFO: Iters: 93410/150000 || Lr: 0.008318 || Task Loss: 0.2951 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:44:51 || Estimated Time: 1 day, 2:30:11
2023-08-06 07:55:24,131 semantic_segmentation INFO: Iters: 93420/150000 || Lr: 0.008317 || Task Loss: 0.2138 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:45:08 || Estimated Time: 1 day, 2:29:55
2023-08-06 07:55:41,085 semantic_segmentation INFO: Iters: 93430/150000 || Lr: 0.008315 || Task Loss: 0.1741 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:45:25 || Estimated Time: 1 day, 2:29:38
2023-08-06 07:55:58,001 semantic_segmentation INFO: Iters: 93440/150000 || Lr: 0.008314 || Task Loss: 0.1689 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:45:42 || Estimated Time: 1 day, 2:29:21
2023-08-06 07:56:14,888 semantic_segmentation INFO: Iters: 93450/150000 || Lr: 0.008313 || Task Loss: 0.2429 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:45:59 || Estimated Time: 1 day, 2:29:04
2023-08-06 07:56:31,783 semantic_segmentation INFO: Iters: 93460/150000 || Lr: 0.008311 || Task Loss: 0.4049 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:46:16 || Estimated Time: 1 day, 2:28:47
2023-08-06 07:56:48,655 semantic_segmentation INFO: Iters: 93470/150000 || Lr: 0.008310 || Task Loss: 0.2669 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:46:33 || Estimated Time: 1 day, 2:28:30
2023-08-06 07:57:05,525 semantic_segmentation INFO: Iters: 93480/150000 || Lr: 0.008309 || Task Loss: 0.3622 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:46:50 || Estimated Time: 1 day, 2:28:14
2023-08-06 07:57:22,457 semantic_segmentation INFO: Iters: 93490/150000 || Lr: 0.008307 || Task Loss: 0.2186 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:47:06 || Estimated Time: 1 day, 2:27:57
2023-08-06 07:57:39,316 semantic_segmentation INFO: Iters: 93500/150000 || Lr: 0.008306 || Task Loss: 0.2336 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:47:23 || Estimated Time: 1 day, 2:27:40
2023-08-06 07:57:56,232 semantic_segmentation INFO: Iters: 93510/150000 || Lr: 0.008305 || Task Loss: 0.3327 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:47:40 || Estimated Time: 1 day, 2:27:23
2023-08-06 07:58:13,038 semantic_segmentation INFO: Iters: 93520/150000 || Lr: 0.008303 || Task Loss: 0.2170 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:47:57 || Estimated Time: 1 day, 2:27:06
2023-08-06 07:58:29,906 semantic_segmentation INFO: Iters: 93530/150000 || Lr: 0.008302 || Task Loss: 0.2045 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:48:14 || Estimated Time: 1 day, 2:26:49
2023-08-06 07:58:46,777 semantic_segmentation INFO: Iters: 93540/150000 || Lr: 0.008301 || Task Loss: 0.2177 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:48:31 || Estimated Time: 1 day, 2:26:32
2023-08-06 07:59:03,617 semantic_segmentation INFO: Iters: 93550/150000 || Lr: 0.008300 || Task Loss: 0.2039 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:26:16
2023-08-06 07:59:20,420 semantic_segmentation INFO: Iters: 93560/150000 || Lr: 0.008298 || Task Loss: 0.1578 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:25:59
2023-08-06 07:59:37,334 semantic_segmentation INFO: Iters: 93570/150000 || Lr: 0.008297 || Task Loss: 0.2081 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:49:21 || Estimated Time: 1 day, 2:25:42
2023-08-06 07:59:54,165 semantic_segmentation INFO: Iters: 93580/150000 || Lr: 0.008296 || Task Loss: 0.2443 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:49:38 || Estimated Time: 1 day, 2:25:25
2023-08-06 08:00:10,962 semantic_segmentation INFO: Iters: 93590/150000 || Lr: 0.008294 || Task Loss: 0.2295 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:49:55 || Estimated Time: 1 day, 2:25:08
2023-08-06 08:00:27,791 semantic_segmentation INFO: Iters: 93600/150000 || Lr: 0.008293 || Task Loss: 0.2608 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:50:12 || Estimated Time: 1 day, 2:24:51
2023-08-06 08:00:27,875 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 08:00:28,730 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.411
2023-08-06 08:00:28,852 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.505
2023-08-06 08:00:28,980 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.515
2023-08-06 08:00:29,105 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.541
2023-08-06 08:00:29,224 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.532
2023-08-06 08:00:29,346 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.534
2023-08-06 08:00:29,473 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.540
2023-08-06 08:00:29,598 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.565
2023-08-06 08:00:29,723 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.609
2023-08-06 08:00:29,843 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.666
2023-08-06 08:00:29,967 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.666
2023-08-06 08:00:30,091 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.664
2023-08-06 08:00:30,214 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.677
2023-08-06 08:00:30,336 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.679
2023-08-06 08:00:30,454 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.664
2023-08-06 08:00:30,582 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.657
2023-08-06 08:00:30,710 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.661
2023-08-06 08:00:30,835 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.667
2023-08-06 08:00:30,958 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.674
2023-08-06 08:00:31,077 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.681
2023-08-06 08:00:31,199 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.682
2023-08-06 08:00:31,323 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.694
2023-08-06 08:00:31,444 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-06 08:00:31,563 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-06 08:00:31,682 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-06 08:00:31,807 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 08:00:31,936 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.702
2023-08-06 08:00:32,062 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.699
2023-08-06 08:00:32,185 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-06 08:00:32,306 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.721
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2023-08-06 08:01:20,012 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-06 08:01:20,140 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:20,271 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:20,401 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:20,527 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:20,652 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:20,776 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:20,900 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:21,023 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:21,148 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:21,276 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:21,399 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:21,522 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:21,646 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 08:01:21,771 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:21,903 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:22,028 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:22,152 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:22,273 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:22,394 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:22,516 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:22,637 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:22,757 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:22,874 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:23,002 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:23,135 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:23,257 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:23,382 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:23,508 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:23,627 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:23,748 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:23,868 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:23,988 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-06 08:01:24,105 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:24,228 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:24,356 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:24,482 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:24,607 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 08:01:24,729 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 08:01:24,852 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 08:01:24,974 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 08:01:25,096 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 08:01:25,217 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 08:01:25,335 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 08:01:25,464 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 08:01:25,600 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 08:01:25,723 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 08:01:25,852 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 08:01:25,980 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 08:01:26,104 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:26,226 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:26,349 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:26,473 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:26,594 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:26,720 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:26,848 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:26,977 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:27,099 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:27,217 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:27,339 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:27,461 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:27,582 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:27,710 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:27,843 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:27,968 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:28,095 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:28,219 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:28,343 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:28,465 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:01:28,586 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 08:01:28,707 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 08:01:28,826 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 08:01:28,950 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 08:01:29,078 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 08:01:29,204 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 08:01:29,329 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 08:01:29,450 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 08:01:29,571 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 08:01:29,693 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 08:01:29,813 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 08:01:29,932 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 08:01:30,049 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 08:01:30,178 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 08:01:30,309 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 08:01:47,470 semantic_segmentation INFO: Iters: 93610/150000 || Lr: 0.008292 || Task Loss: 0.2406 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:51:32 || Estimated Time: 1 day, 2:25:12
2023-08-06 08:02:04,242 semantic_segmentation INFO: Iters: 93620/150000 || Lr: 0.008290 || Task Loss: 0.2186 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:51:48 || Estimated Time: 1 day, 2:24:55
2023-08-06 08:02:21,111 semantic_segmentation INFO: Iters: 93630/150000 || Lr: 0.008289 || Task Loss: 0.1764 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:52:05 || Estimated Time: 1 day, 2:24:38
2023-08-06 08:02:38,008 semantic_segmentation INFO: Iters: 93640/150000 || Lr: 0.008288 || Task Loss: 0.2855 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:52:22 || Estimated Time: 1 day, 2:24:22
2023-08-06 08:02:54,839 semantic_segmentation INFO: Iters: 93650/150000 || Lr: 0.008286 || Task Loss: 0.2380 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:52:39 || Estimated Time: 1 day, 2:24:05
2023-08-06 08:03:11,691 semantic_segmentation INFO: Iters: 93660/150000 || Lr: 0.008285 || Task Loss: 0.2803 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:52:56 || Estimated Time: 1 day, 2:23:48
2023-08-06 08:03:28,536 semantic_segmentation INFO: Iters: 93670/150000 || Lr: 0.008284 || Task Loss: 0.1545 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:53:13 || Estimated Time: 1 day, 2:23:31
2023-08-06 08:03:45,334 semantic_segmentation INFO: Iters: 93680/150000 || Lr: 0.008282 || Task Loss: 0.1794 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:53:29 || Estimated Time: 1 day, 2:23:14
2023-08-06 08:04:02,150 semantic_segmentation INFO: Iters: 93690/150000 || Lr: 0.008281 || Task Loss: 0.1816 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:53:46 || Estimated Time: 1 day, 2:22:57
2023-08-06 08:04:19,027 semantic_segmentation INFO: Iters: 93700/150000 || Lr: 0.008280 || Task Loss: 0.1976 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:54:03 || Estimated Time: 1 day, 2:22:40
2023-08-06 08:04:35,867 semantic_segmentation INFO: Iters: 93710/150000 || Lr: 0.008278 || Task Loss: 0.2576 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:54:20 || Estimated Time: 1 day, 2:22:23
2023-08-06 08:04:52,718 semantic_segmentation INFO: Iters: 93720/150000 || Lr: 0.008277 || Task Loss: 0.1645 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:54:37 || Estimated Time: 1 day, 2:22:06
2023-08-06 08:05:09,525 semantic_segmentation INFO: Iters: 93730/150000 || Lr: 0.008276 || Task Loss: 0.2758 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:54:54 || Estimated Time: 1 day, 2:21:50
2023-08-06 08:05:26,335 semantic_segmentation INFO: Iters: 93740/150000 || Lr: 0.008274 || Task Loss: 0.2069 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:55:10 || Estimated Time: 1 day, 2:21:33
2023-08-06 08:05:43,192 semantic_segmentation INFO: Iters: 93750/150000 || Lr: 0.008273 || Task Loss: 0.1541 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:21:16
2023-08-06 08:05:59,954 semantic_segmentation INFO: Iters: 93760/150000 || Lr: 0.008272 || Task Loss: 0.1534 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:55:44 || Estimated Time: 1 day, 2:20:59
2023-08-06 08:06:16,799 semantic_segmentation INFO: Iters: 93770/150000 || Lr: 0.008270 || Task Loss: 0.3770 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:56:01 || Estimated Time: 1 day, 2:20:42
2023-08-06 08:06:33,678 semantic_segmentation INFO: Iters: 93780/150000 || Lr: 0.008269 || Task Loss: 0.1941 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:56:18 || Estimated Time: 1 day, 2:20:25
2023-08-06 08:06:50,592 semantic_segmentation INFO: Iters: 93790/150000 || Lr: 0.008268 || Task Loss: 0.3917 || KD Loss: 0.1421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:56:35 || Estimated Time: 1 day, 2:20:08
2023-08-06 08:07:07,454 semantic_segmentation INFO: Iters: 93800/150000 || Lr: 0.008266 || Task Loss: 0.2351 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:56:51 || Estimated Time: 1 day, 2:19:51
2023-08-06 08:07:24,232 semantic_segmentation INFO: Iters: 93810/150000 || Lr: 0.008265 || Task Loss: 0.2203 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:57:08 || Estimated Time: 1 day, 2:19:35
2023-08-06 08:07:41,163 semantic_segmentation INFO: Iters: 93820/150000 || Lr: 0.008264 || Task Loss: 0.1980 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:57:25 || Estimated Time: 1 day, 2:19:18
2023-08-06 08:07:57,967 semantic_segmentation INFO: Iters: 93830/150000 || Lr: 0.008262 || Task Loss: 0.2669 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:57:42 || Estimated Time: 1 day, 2:19:01
2023-08-06 08:08:14,816 semantic_segmentation INFO: Iters: 93840/150000 || Lr: 0.008261 || Task Loss: 0.2240 || KD Loss: 0.1383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:57:59 || Estimated Time: 1 day, 2:18:44
2023-08-06 08:08:31,614 semantic_segmentation INFO: Iters: 93850/150000 || Lr: 0.008260 || Task Loss: 0.1901 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:58:16 || Estimated Time: 1 day, 2:18:27
2023-08-06 08:08:48,497 semantic_segmentation INFO: Iters: 93860/150000 || Lr: 0.008258 || Task Loss: 0.2479 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:58:33 || Estimated Time: 1 day, 2:18:10
2023-08-06 08:09:05,307 semantic_segmentation INFO: Iters: 93870/150000 || Lr: 0.008257 || Task Loss: 0.1366 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:58:49 || Estimated Time: 1 day, 2:17:53
2023-08-06 08:09:22,142 semantic_segmentation INFO: Iters: 93880/150000 || Lr: 0.008256 || Task Loss: 0.1293 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:59:06 || Estimated Time: 1 day, 2:17:36
2023-08-06 08:09:38,979 semantic_segmentation INFO: Iters: 93890/150000 || Lr: 0.008255 || Task Loss: 0.2408 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:59:23 || Estimated Time: 1 day, 2:17:19
2023-08-06 08:09:55,797 semantic_segmentation INFO: Iters: 93900/150000 || Lr: 0.008253 || Task Loss: 0.1255 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:59:40 || Estimated Time: 1 day, 2:17:03
2023-08-06 08:10:12,602 semantic_segmentation INFO: Iters: 93910/150000 || Lr: 0.008252 || Task Loss: 0.1869 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:59:57 || Estimated Time: 1 day, 2:16:46
2023-08-06 08:10:29,401 semantic_segmentation INFO: Iters: 93920/150000 || Lr: 0.008251 || Task Loss: 0.1939 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:00:13 || Estimated Time: 1 day, 2:16:29
2023-08-06 08:10:46,303 semantic_segmentation INFO: Iters: 93930/150000 || Lr: 0.008249 || Task Loss: 0.2837 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:00:30 || Estimated Time: 1 day, 2:16:12
2023-08-06 08:11:03,109 semantic_segmentation INFO: Iters: 93940/150000 || Lr: 0.008248 || Task Loss: 0.2356 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:00:47 || Estimated Time: 1 day, 2:15:55
2023-08-06 08:11:19,913 semantic_segmentation INFO: Iters: 93950/150000 || Lr: 0.008247 || Task Loss: 0.2738 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:15:38
2023-08-06 08:11:36,832 semantic_segmentation INFO: Iters: 93960/150000 || Lr: 0.008245 || Task Loss: 0.2551 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:01:21 || Estimated Time: 1 day, 2:15:21
2023-08-06 08:11:53,688 semantic_segmentation INFO: Iters: 93970/150000 || Lr: 0.008244 || Task Loss: 0.2746 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:01:38 || Estimated Time: 1 day, 2:15:04
2023-08-06 08:12:10,495 semantic_segmentation INFO: Iters: 93980/150000 || Lr: 0.008243 || Task Loss: 0.2485 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:01:55 || Estimated Time: 1 day, 2:14:47
2023-08-06 08:12:27,344 semantic_segmentation INFO: Iters: 93990/150000 || Lr: 0.008241 || Task Loss: 0.1681 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:02:11 || Estimated Time: 1 day, 2:14:31
2023-08-06 08:12:44,199 semantic_segmentation INFO: Iters: 94000/150000 || Lr: 0.008240 || Task Loss: 0.1906 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:14:14
2023-08-06 08:13:01,087 semantic_segmentation INFO: Iters: 94010/150000 || Lr: 0.008239 || Task Loss: 0.1841 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:02:45 || Estimated Time: 1 day, 2:13:57
2023-08-06 08:13:17,883 semantic_segmentation INFO: Iters: 94020/150000 || Lr: 0.008237 || Task Loss: 0.2008 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:03:02 || Estimated Time: 1 day, 2:13:40
2023-08-06 08:13:34,677 semantic_segmentation INFO: Iters: 94030/150000 || Lr: 0.008236 || Task Loss: 0.1613 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:03:19 || Estimated Time: 1 day, 2:13:23
2023-08-06 08:13:51,588 semantic_segmentation INFO: Iters: 94040/150000 || Lr: 0.008235 || Task Loss: 0.1460 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:03:36 || Estimated Time: 1 day, 2:13:06
2023-08-06 08:14:08,471 semantic_segmentation INFO: Iters: 94050/150000 || Lr: 0.008233 || Task Loss: 0.2061 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:03:53 || Estimated Time: 1 day, 2:12:49
2023-08-06 08:14:25,261 semantic_segmentation INFO: Iters: 94060/150000 || Lr: 0.008232 || Task Loss: 0.2131 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:04:09 || Estimated Time: 1 day, 2:12:32
2023-08-06 08:14:42,166 semantic_segmentation INFO: Iters: 94070/150000 || Lr: 0.008231 || Task Loss: 0.2758 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:04:26 || Estimated Time: 1 day, 2:12:16
2023-08-06 08:14:59,051 semantic_segmentation INFO: Iters: 94080/150000 || Lr: 0.008229 || Task Loss: 0.2946 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:04:43 || Estimated Time: 1 day, 2:11:59
2023-08-06 08:15:15,893 semantic_segmentation INFO: Iters: 94090/150000 || Lr: 0.008228 || Task Loss: 0.2690 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:05:00 || Estimated Time: 1 day, 2:11:42
2023-08-06 08:15:32,775 semantic_segmentation INFO: Iters: 94100/150000 || Lr: 0.008227 || Task Loss: 0.1794 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:05:17 || Estimated Time: 1 day, 2:11:25
2023-08-06 08:15:49,622 semantic_segmentation INFO: Iters: 94110/150000 || Lr: 0.008225 || Task Loss: 0.2273 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:05:34 || Estimated Time: 1 day, 2:11:08
2023-08-06 08:16:06,438 semantic_segmentation INFO: Iters: 94120/150000 || Lr: 0.008224 || Task Loss: 0.2448 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:05:50 || Estimated Time: 1 day, 2:10:51
2023-08-06 08:16:23,342 semantic_segmentation INFO: Iters: 94130/150000 || Lr: 0.008223 || Task Loss: 0.1717 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:06:07 || Estimated Time: 1 day, 2:10:34
2023-08-06 08:16:40,165 semantic_segmentation INFO: Iters: 94140/150000 || Lr: 0.008221 || Task Loss: 0.1742 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:06:24 || Estimated Time: 1 day, 2:10:17
2023-08-06 08:16:57,007 semantic_segmentation INFO: Iters: 94150/150000 || Lr: 0.008220 || Task Loss: 0.1743 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:06:41 || Estimated Time: 1 day, 2:10:01
2023-08-06 08:17:13,803 semantic_segmentation INFO: Iters: 94160/150000 || Lr: 0.008219 || Task Loss: 0.1352 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:06:58 || Estimated Time: 1 day, 2:09:44
2023-08-06 08:17:30,618 semantic_segmentation INFO: Iters: 94170/150000 || Lr: 0.008217 || Task Loss: 0.1905 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:07:15 || Estimated Time: 1 day, 2:09:27
2023-08-06 08:17:47,459 semantic_segmentation INFO: Iters: 94180/150000 || Lr: 0.008216 || Task Loss: 0.2023 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:07:31 || Estimated Time: 1 day, 2:09:10
2023-08-06 08:18:04,255 semantic_segmentation INFO: Iters: 94190/150000 || Lr: 0.008215 || Task Loss: 0.1679 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:08:53
2023-08-06 08:18:21,073 semantic_segmentation INFO: Iters: 94200/150000 || Lr: 0.008213 || Task Loss: 0.1247 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:08:05 || Estimated Time: 1 day, 2:08:36
2023-08-06 08:18:37,890 semantic_segmentation INFO: Iters: 94210/150000 || Lr: 0.008212 || Task Loss: 0.1256 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:08:22 || Estimated Time: 1 day, 2:08:19
2023-08-06 08:18:54,734 semantic_segmentation INFO: Iters: 94220/150000 || Lr: 0.008211 || Task Loss: 0.2600 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:08:39 || Estimated Time: 1 day, 2:08:02
2023-08-06 08:19:11,726 semantic_segmentation INFO: Iters: 94230/150000 || Lr: 0.008209 || Task Loss: 0.1257 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:08:56 || Estimated Time: 1 day, 2:07:46
2023-08-06 08:19:28,793 semantic_segmentation INFO: Iters: 94240/150000 || Lr: 0.008208 || Task Loss: 0.2063 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:09:13 || Estimated Time: 1 day, 2:07:29
2023-08-06 08:19:45,628 semantic_segmentation INFO: Iters: 94250/150000 || Lr: 0.008207 || Task Loss: 0.2305 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:09:30 || Estimated Time: 1 day, 2:07:12
2023-08-06 08:20:02,420 semantic_segmentation INFO: Iters: 94260/150000 || Lr: 0.008206 || Task Loss: 0.2729 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:09:46 || Estimated Time: 1 day, 2:06:55
2023-08-06 08:20:19,223 semantic_segmentation INFO: Iters: 94270/150000 || Lr: 0.008204 || Task Loss: 0.2390 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:10:03 || Estimated Time: 1 day, 2:06:38
2023-08-06 08:20:36,156 semantic_segmentation INFO: Iters: 94280/150000 || Lr: 0.008203 || Task Loss: 0.2403 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:10:20 || Estimated Time: 1 day, 2:06:21
2023-08-06 08:20:52,966 semantic_segmentation INFO: Iters: 94290/150000 || Lr: 0.008202 || Task Loss: 0.1959 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:10:37 || Estimated Time: 1 day, 2:06:04
2023-08-06 08:21:09,801 semantic_segmentation INFO: Iters: 94300/150000 || Lr: 0.008200 || Task Loss: 0.2386 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:10:54 || Estimated Time: 1 day, 2:05:47
2023-08-06 08:21:26,610 semantic_segmentation INFO: Iters: 94310/150000 || Lr: 0.008199 || Task Loss: 0.1339 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:11:11 || Estimated Time: 1 day, 2:05:31
2023-08-06 08:21:43,411 semantic_segmentation INFO: Iters: 94320/150000 || Lr: 0.008198 || Task Loss: 0.2021 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:11:27 || Estimated Time: 1 day, 2:05:14
2023-08-06 08:22:00,240 semantic_segmentation INFO: Iters: 94330/150000 || Lr: 0.008196 || Task Loss: 0.1781 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:11:44 || Estimated Time: 1 day, 2:04:57
2023-08-06 08:22:17,036 semantic_segmentation INFO: Iters: 94340/150000 || Lr: 0.008195 || Task Loss: 0.2107 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:12:01 || Estimated Time: 1 day, 2:04:40
2023-08-06 08:22:33,904 semantic_segmentation INFO: Iters: 94350/150000 || Lr: 0.008194 || Task Loss: 0.3625 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:12:18 || Estimated Time: 1 day, 2:04:23
2023-08-06 08:22:50,643 semantic_segmentation INFO: Iters: 94360/150000 || Lr: 0.008192 || Task Loss: 0.1830 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 2:04:06
2023-08-06 08:23:07,492 semantic_segmentation INFO: Iters: 94370/150000 || Lr: 0.008191 || Task Loss: 0.1906 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:12:52 || Estimated Time: 1 day, 2:03:49
2023-08-06 08:23:24,287 semantic_segmentation INFO: Iters: 94380/150000 || Lr: 0.008190 || Task Loss: 0.1611 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:13:08 || Estimated Time: 1 day, 2:03:32
2023-08-06 08:23:41,090 semantic_segmentation INFO: Iters: 94390/150000 || Lr: 0.008188 || Task Loss: 0.2625 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:13:25 || Estimated Time: 1 day, 2:03:15
2023-08-06 08:23:57,950 semantic_segmentation INFO: Iters: 94400/150000 || Lr: 0.008187 || Task Loss: 0.1938 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:13:42 || Estimated Time: 1 day, 2:02:59
2023-08-06 08:23:58,030 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 08:23:58,909 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.415
2023-08-06 08:23:59,028 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.512
2023-08-06 08:23:59,149 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.526
2023-08-06 08:23:59,266 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.551
2023-08-06 08:23:59,383 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.543
2023-08-06 08:23:59,501 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.543
2023-08-06 08:23:59,618 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.588
2023-08-06 08:23:59,735 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.605
2023-08-06 08:23:59,859 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.653
2023-08-06 08:23:59,983 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.703
2023-08-06 08:24:00,106 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.707
2023-08-06 08:24:00,227 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.720
2023-08-06 08:24:00,346 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.727
2023-08-06 08:24:00,467 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.721
2023-08-06 08:24:00,589 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.694
2023-08-06 08:24:00,708 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.685
2023-08-06 08:24:00,828 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.688
2023-08-06 08:24:00,946 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.694
2023-08-06 08:24:01,075 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.697
2023-08-06 08:24:01,205 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.705
2023-08-06 08:24:01,327 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.709
2023-08-06 08:24:01,452 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 08:24:01,575 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 08:24:01,694 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 08:24:01,812 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 08:24:01,931 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 08:24:02,052 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 08:24:02,172 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-06 08:24:02,297 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-06 08:24:02,425 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-06 08:24:02,551 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-06 08:24:02,677 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 08:24:02,800 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-06 08:24:02,921 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 08:24:03,042 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-06 08:24:03,162 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-06 08:24:03,282 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 08:24:03,401 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 08:24:03,529 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 08:24:03,664 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 08:24:03,784 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 08:24:03,911 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 08:24:04,036 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 08:24:04,156 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 08:24:04,277 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 08:24:04,400 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 08:24:04,521 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 08:24:04,640 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 08:24:04,768 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 08:24:04,897 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 08:24:05,021 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 08:24:05,145 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-06 08:24:05,266 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 08:24:05,388 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 08:24:05,510 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-06 08:24:05,633 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 08:24:05,755 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 08:24:05,878 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.745
2023-08-06 08:24:06,004 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 08:24:06,126 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-06 08:24:06,249 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 08:24:06,372 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 08:24:06,493 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 08:24:06,614 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 08:24:06,735 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-06 08:24:06,856 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-06 08:24:06,975 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 08:24:07,093 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-06 08:24:07,218 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 08:24:07,350 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 08:24:07,472 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 08:24:07,595 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 08:24:07,717 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 08:24:07,837 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 08:24:07,956 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 08:24:08,077 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 08:24:08,193 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 08:24:08,310 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 08:24:08,436 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 08:24:08,570 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 08:24:08,691 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 08:24:08,812 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 08:24:08,932 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 08:24:09,054 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 08:24:09,180 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 08:24:09,304 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 08:24:09,428 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 08:24:09,549 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 08:24:09,671 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-06 08:24:09,796 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-06 08:24:09,920 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-06 08:24:10,041 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-06 08:24:10,159 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-06 08:24:10,287 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-06 08:24:10,420 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-06 08:24:10,539 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-06 08:24:10,660 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 08:24:10,779 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 08:24:10,901 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 08:24:11,033 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-06 08:24:11,156 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-06 08:24:11,279 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 08:24:11,397 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 08:24:11,520 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 08:24:11,644 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 08:24:11,767 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 08:24:11,888 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 08:24:12,006 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-06 08:24:12,135 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 08:24:12,266 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-06 08:24:12,388 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-06 08:24:12,508 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-06 08:24:12,627 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 08:24:12,748 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 08:24:12,872 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 08:24:12,996 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.748
2023-08-06 08:24:13,117 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 08:24:13,235 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-06 08:24:13,361 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 08:24:13,492 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 08:24:13,613 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.748
2023-08-06 08:24:13,736 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.748
2023-08-06 08:24:13,857 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.748
2023-08-06 08:24:13,977 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 08:24:14,097 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 08:24:14,214 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.751
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2023-08-06 08:24:38,270 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.948, mIoU: 0.744
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2023-08-06 08:24:38,513 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.948, mIoU: 0.744
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2023-08-06 08:24:38,884 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 08:24:39,008 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 08:24:39,130 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 08:24:39,249 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 08:24:39,373 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.948, mIoU: 0.745
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2023-08-06 08:24:39,749 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 08:24:39,870 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 08:24:39,989 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 08:24:40,110 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 08:24:40,230 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 08:24:40,350 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.949, mIoU: 0.746
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2023-08-06 08:24:40,847 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 08:24:40,972 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 08:24:41,095 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 08:24:41,215 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.949, mIoU: 0.746
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2023-08-06 08:24:41,579 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 08:24:41,698 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 08:24:41,822 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 08:24:41,949 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 08:24:42,074 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.950, mIoU: 0.747
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2023-08-06 08:24:42,325 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.950, mIoU: 0.747
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2023-08-06 08:24:42,687 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.950, mIoU: 0.747
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2023-08-06 08:24:42,926 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 08:24:43,053 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 08:24:43,187 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.950, mIoU: 0.747
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2023-08-06 08:24:43,432 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.950, mIoU: 0.747
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2023-08-06 08:24:43,796 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 08:24:43,917 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 08:24:44,036 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 08:24:44,154 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 08:24:44,278 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 08:24:44,405 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 08:24:44,531 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.951, mIoU: 0.748
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2023-08-06 08:24:44,900 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:24:45,020 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.951, mIoU: 0.747
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2023-08-06 08:24:45,628 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 08:24:45,751 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 08:24:45,874 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.951, mIoU: 0.748
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2023-08-06 08:24:46,122 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.951, mIoU: 0.749
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2023-08-06 08:24:46,631 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-06 08:24:46,752 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-06 08:24:46,873 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-06 08:24:46,994 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-06 08:24:47,112 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-06 08:24:47,233 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 08:24:47,363 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.952, mIoU: 0.750
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2023-08-06 08:24:47,621 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 08:24:47,745 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 08:24:47,867 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.952, mIoU: 0.750
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2023-08-06 08:24:48,112 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.952, mIoU: 0.750
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2023-08-06 08:24:48,984 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 08:24:49,111 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.952, mIoU: 0.750
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2023-08-06 08:24:49,871 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 08:24:49,997 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:24:50,115 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.953, mIoU: 0.751
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2023-08-06 08:24:50,361 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:50,482 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:50,601 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:50,719 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.953, mIoU: 0.751
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2023-08-06 08:24:50,977 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:51,101 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:51,226 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:51,349 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:51,470 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:51,591 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:51,713 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.751
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2023-08-06 08:24:52,077 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:52,198 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:52,319 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:52,439 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.751
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2023-08-06 08:24:52,681 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:52,812 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:52,936 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:24:53,060 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 08:24:53,181 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 08:24:53,302 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 08:24:53,423 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 08:24:53,543 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.954, mIoU: 0.751
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2023-08-06 08:24:53,780 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 08:24:53,908 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 08:24:54,042 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 08:24:54,163 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 08:24:54,286 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 08:24:54,406 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 08:24:54,528 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 08:24:54,652 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 08:24:54,777 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 08:24:54,900 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 08:24:55,018 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 08:24:55,143 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 08:24:55,270 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 08:24:55,395 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 08:24:55,521 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.753
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2023-08-06 08:24:55,882 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 08:24:56,001 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 08:24:56,120 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-06 08:24:56,237 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-06 08:24:56,356 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-06 08:24:56,478 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-06 08:24:56,603 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 08:24:56,732 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 08:24:56,858 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 08:24:56,979 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 08:24:57,098 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 08:24:57,221 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:57,342 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:57,460 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:57,583 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:57,710 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:57,834 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 08:24:57,957 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 08:24:58,079 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 08:24:58,207 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 08:24:58,340 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 08:24:58,460 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:58,582 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:58,702 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:58,827 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:58,958 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 08:24:59,081 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:24:59,205 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:24:59,326 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:24:59,446 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:24:59,567 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:24:59,687 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:24:59,806 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:24:59,923 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:25:00,051 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:25:00,186 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 08:25:17,389 semantic_segmentation INFO: Iters: 94410/150000 || Lr: 0.008186 || Task Loss: 0.1605 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:15:01 || Estimated Time: 1 day, 2:03:19
2023-08-06 08:25:34,211 semantic_segmentation INFO: Iters: 94420/150000 || Lr: 0.008184 || Task Loss: 0.2421 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:15:18 || Estimated Time: 1 day, 2:03:02
2023-08-06 08:25:51,056 semantic_segmentation INFO: Iters: 94430/150000 || Lr: 0.008183 || Task Loss: 0.1555 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:15:35 || Estimated Time: 1 day, 2:02:45
2023-08-06 08:26:07,866 semantic_segmentation INFO: Iters: 94440/150000 || Lr: 0.008182 || Task Loss: 0.1932 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:15:52 || Estimated Time: 1 day, 2:02:28
2023-08-06 08:26:24,721 semantic_segmentation INFO: Iters: 94450/150000 || Lr: 0.008180 || Task Loss: 0.2683 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:16:09 || Estimated Time: 1 day, 2:02:11
2023-08-06 08:26:41,529 semantic_segmentation INFO: Iters: 94460/150000 || Lr: 0.008179 || Task Loss: 0.3639 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:16:26 || Estimated Time: 1 day, 2:01:54
2023-08-06 08:26:58,371 semantic_segmentation INFO: Iters: 94470/150000 || Lr: 0.008178 || Task Loss: 0.2016 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:16:42 || Estimated Time: 1 day, 2:01:37
2023-08-06 08:27:15,231 semantic_segmentation INFO: Iters: 94480/150000 || Lr: 0.008176 || Task Loss: 0.1625 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:16:59 || Estimated Time: 1 day, 2:01:20
2023-08-06 08:27:32,113 semantic_segmentation INFO: Iters: 94490/150000 || Lr: 0.008175 || Task Loss: 0.2618 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:17:16 || Estimated Time: 1 day, 2:01:03
2023-08-06 08:27:48,917 semantic_segmentation INFO: Iters: 94500/150000 || Lr: 0.008174 || Task Loss: 0.1854 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:17:33 || Estimated Time: 1 day, 2:00:46
2023-08-06 08:28:05,791 semantic_segmentation INFO: Iters: 94510/150000 || Lr: 0.008172 || Task Loss: 0.1874 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:17:50 || Estimated Time: 1 day, 2:00:30
2023-08-06 08:28:22,619 semantic_segmentation INFO: Iters: 94520/150000 || Lr: 0.008171 || Task Loss: 0.1832 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:18:07 || Estimated Time: 1 day, 2:00:13
2023-08-06 08:28:39,510 semantic_segmentation INFO: Iters: 94530/150000 || Lr: 0.008170 || Task Loss: 0.1835 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:18:24 || Estimated Time: 1 day, 1:59:56
2023-08-06 08:28:56,411 semantic_segmentation INFO: Iters: 94540/150000 || Lr: 0.008168 || Task Loss: 0.2430 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:18:40 || Estimated Time: 1 day, 1:59:39
2023-08-06 08:29:13,276 semantic_segmentation INFO: Iters: 94550/150000 || Lr: 0.008167 || Task Loss: 0.1930 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:18:57 || Estimated Time: 1 day, 1:59:22
2023-08-06 08:29:30,134 semantic_segmentation INFO: Iters: 94560/150000 || Lr: 0.008166 || Task Loss: 0.2134 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:59:05
2023-08-06 08:29:46,921 semantic_segmentation INFO: Iters: 94570/150000 || Lr: 0.008164 || Task Loss: 0.2063 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:58:48
2023-08-06 08:30:03,782 semantic_segmentation INFO: Iters: 94580/150000 || Lr: 0.008163 || Task Loss: 0.1643 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:19:48 || Estimated Time: 1 day, 1:58:31
2023-08-06 08:30:20,656 semantic_segmentation INFO: Iters: 94590/150000 || Lr: 0.008162 || Task Loss: 0.1521 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:58:14
2023-08-06 08:30:37,513 semantic_segmentation INFO: Iters: 94600/150000 || Lr: 0.008160 || Task Loss: 0.1989 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:20:22 || Estimated Time: 1 day, 1:57:58
2023-08-06 08:30:54,315 semantic_segmentation INFO: Iters: 94610/150000 || Lr: 0.008159 || Task Loss: 0.2037 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:20:38 || Estimated Time: 1 day, 1:57:41
2023-08-06 08:31:11,155 semantic_segmentation INFO: Iters: 94620/150000 || Lr: 0.008158 || Task Loss: 0.2348 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:20:55 || Estimated Time: 1 day, 1:57:24
2023-08-06 08:31:28,045 semantic_segmentation INFO: Iters: 94630/150000 || Lr: 0.008156 || Task Loss: 0.2469 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:21:12 || Estimated Time: 1 day, 1:57:07
2023-08-06 08:31:44,952 semantic_segmentation INFO: Iters: 94640/150000 || Lr: 0.008155 || Task Loss: 0.2261 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:21:29 || Estimated Time: 1 day, 1:56:50
2023-08-06 08:32:01,827 semantic_segmentation INFO: Iters: 94650/150000 || Lr: 0.008154 || Task Loss: 0.3633 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:21:46 || Estimated Time: 1 day, 1:56:33
2023-08-06 08:32:18,642 semantic_segmentation INFO: Iters: 94660/150000 || Lr: 0.008152 || Task Loss: 0.1541 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:22:03 || Estimated Time: 1 day, 1:56:16
2023-08-06 08:32:35,479 semantic_segmentation INFO: Iters: 94670/150000 || Lr: 0.008151 || Task Loss: 0.1616 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:22:20 || Estimated Time: 1 day, 1:55:59
2023-08-06 08:32:52,372 semantic_segmentation INFO: Iters: 94680/150000 || Lr: 0.008150 || Task Loss: 0.6824 || KD Loss: 0.3305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:22:36 || Estimated Time: 1 day, 1:55:43
2023-08-06 08:33:09,156 semantic_segmentation INFO: Iters: 94690/150000 || Lr: 0.008149 || Task Loss: 0.2401 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:22:53 || Estimated Time: 1 day, 1:55:26
2023-08-06 08:33:26,002 semantic_segmentation INFO: Iters: 94700/150000 || Lr: 0.008147 || Task Loss: 0.2037 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:23:10 || Estimated Time: 1 day, 1:55:09
2023-08-06 08:33:42,864 semantic_segmentation INFO: Iters: 94710/150000 || Lr: 0.008146 || Task Loss: 0.2145 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:23:27 || Estimated Time: 1 day, 1:54:52
2023-08-06 08:33:59,718 semantic_segmentation INFO: Iters: 94720/150000 || Lr: 0.008145 || Task Loss: 0.3131 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:23:44 || Estimated Time: 1 day, 1:54:35
2023-08-06 08:34:16,555 semantic_segmentation INFO: Iters: 94730/150000 || Lr: 0.008143 || Task Loss: 0.2519 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:01 || Estimated Time: 1 day, 1:54:18
2023-08-06 08:34:33,367 semantic_segmentation INFO: Iters: 94740/150000 || Lr: 0.008142 || Task Loss: 0.3503 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:17 || Estimated Time: 1 day, 1:54:01
2023-08-06 08:34:50,088 semantic_segmentation INFO: Iters: 94750/150000 || Lr: 0.008141 || Task Loss: 0.2583 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:34 || Estimated Time: 1 day, 1:53:44
2023-08-06 08:35:06,916 semantic_segmentation INFO: Iters: 94760/150000 || Lr: 0.008139 || Task Loss: 0.1183 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:51 || Estimated Time: 1 day, 1:53:27
2023-08-06 08:35:23,663 semantic_segmentation INFO: Iters: 94770/150000 || Lr: 0.008138 || Task Loss: 0.2171 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:25:08 || Estimated Time: 1 day, 1:53:10
2023-08-06 08:35:40,474 semantic_segmentation INFO: Iters: 94780/150000 || Lr: 0.008137 || Task Loss: 0.1910 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:25:25 || Estimated Time: 1 day, 1:52:53
2023-08-06 08:35:57,344 semantic_segmentation INFO: Iters: 94790/150000 || Lr: 0.008135 || Task Loss: 0.2569 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:25:41 || Estimated Time: 1 day, 1:52:37
2023-08-06 08:36:14,164 semantic_segmentation INFO: Iters: 94800/150000 || Lr: 0.008134 || Task Loss: 0.2670 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:25:58 || Estimated Time: 1 day, 1:52:20
2023-08-06 08:36:31,049 semantic_segmentation INFO: Iters: 94810/150000 || Lr: 0.008133 || Task Loss: 0.2728 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:26:15 || Estimated Time: 1 day, 1:52:03
2023-08-06 08:36:47,871 semantic_segmentation INFO: Iters: 94820/150000 || Lr: 0.008131 || Task Loss: 0.1527 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:51:46
2023-08-06 08:37:04,738 semantic_segmentation INFO: Iters: 94830/150000 || Lr: 0.008130 || Task Loss: 0.2695 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:26:49 || Estimated Time: 1 day, 1:51:29
2023-08-06 08:37:21,643 semantic_segmentation INFO: Iters: 94840/150000 || Lr: 0.008129 || Task Loss: 0.2122 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:27:06 || Estimated Time: 1 day, 1:51:12
2023-08-06 08:37:38,473 semantic_segmentation INFO: Iters: 94850/150000 || Lr: 0.008127 || Task Loss: 0.2153 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:27:23 || Estimated Time: 1 day, 1:50:55
2023-08-06 08:37:55,311 semantic_segmentation INFO: Iters: 94860/150000 || Lr: 0.008126 || Task Loss: 0.2220 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:27:39 || Estimated Time: 1 day, 1:50:38
2023-08-06 08:38:12,106 semantic_segmentation INFO: Iters: 94870/150000 || Lr: 0.008125 || Task Loss: 0.1305 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:27:56 || Estimated Time: 1 day, 1:50:21
2023-08-06 08:38:29,040 semantic_segmentation INFO: Iters: 94880/150000 || Lr: 0.008123 || Task Loss: 0.4183 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:28:13 || Estimated Time: 1 day, 1:50:05
2023-08-06 08:38:46,244 semantic_segmentation INFO: Iters: 94890/150000 || Lr: 0.008122 || Task Loss: 0.2660 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:28:30 || Estimated Time: 1 day, 1:49:48
2023-08-06 08:39:03,041 semantic_segmentation INFO: Iters: 94900/150000 || Lr: 0.008121 || Task Loss: 0.2579 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:28:47 || Estimated Time: 1 day, 1:49:31
2023-08-06 08:39:19,812 semantic_segmentation INFO: Iters: 94910/150000 || Lr: 0.008119 || Task Loss: 0.1942 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:29:04 || Estimated Time: 1 day, 1:49:14
2023-08-06 08:39:36,628 semantic_segmentation INFO: Iters: 94920/150000 || Lr: 0.008118 || Task Loss: 0.1787 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:29:21 || Estimated Time: 1 day, 1:48:57
2023-08-06 08:39:53,486 semantic_segmentation INFO: Iters: 94930/150000 || Lr: 0.008117 || Task Loss: 0.2380 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:29:38 || Estimated Time: 1 day, 1:48:40
2023-08-06 08:40:10,356 semantic_segmentation INFO: Iters: 94940/150000 || Lr: 0.008115 || Task Loss: 0.3011 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:29:54 || Estimated Time: 1 day, 1:48:23
2023-08-06 08:40:27,146 semantic_segmentation INFO: Iters: 94950/150000 || Lr: 0.008114 || Task Loss: 0.2158 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:30:11 || Estimated Time: 1 day, 1:48:07
2023-08-06 08:40:44,037 semantic_segmentation INFO: Iters: 94960/150000 || Lr: 0.008113 || Task Loss: 0.3117 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:30:28 || Estimated Time: 1 day, 1:47:50
2023-08-06 08:41:00,854 semantic_segmentation INFO: Iters: 94970/150000 || Lr: 0.008111 || Task Loss: 0.2724 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:30:45 || Estimated Time: 1 day, 1:47:33
2023-08-06 08:41:17,612 semantic_segmentation INFO: Iters: 94980/150000 || Lr: 0.008110 || Task Loss: 0.1575 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:31:02 || Estimated Time: 1 day, 1:47:16
2023-08-06 08:41:34,446 semantic_segmentation INFO: Iters: 94990/150000 || Lr: 0.008109 || Task Loss: 0.2439 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:31:18 || Estimated Time: 1 day, 1:46:59
2023-08-06 08:41:51,290 semantic_segmentation INFO: Iters: 95000/150000 || Lr: 0.008107 || Task Loss: 0.1724 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:31:35 || Estimated Time: 1 day, 1:46:42
2023-08-06 08:42:08,048 semantic_segmentation INFO: Iters: 95010/150000 || Lr: 0.008106 || Task Loss: 0.2136 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:46:25
2023-08-06 08:42:24,893 semantic_segmentation INFO: Iters: 95020/150000 || Lr: 0.008105 || Task Loss: 0.2248 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:32:09 || Estimated Time: 1 day, 1:46:08
2023-08-06 08:42:41,736 semantic_segmentation INFO: Iters: 95030/150000 || Lr: 0.008103 || Task Loss: 0.2685 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:32:26 || Estimated Time: 1 day, 1:45:51
2023-08-06 08:42:58,610 semantic_segmentation INFO: Iters: 95040/150000 || Lr: 0.008102 || Task Loss: 0.2096 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:32:43 || Estimated Time: 1 day, 1:45:34
2023-08-06 08:43:15,422 semantic_segmentation INFO: Iters: 95050/150000 || Lr: 0.008101 || Task Loss: 0.2447 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:32:59 || Estimated Time: 1 day, 1:45:18
2023-08-06 08:43:32,262 semantic_segmentation INFO: Iters: 95060/150000 || Lr: 0.008099 || Task Loss: 0.1671 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:33:16 || Estimated Time: 1 day, 1:45:01
2023-08-06 08:43:49,215 semantic_segmentation INFO: Iters: 95070/150000 || Lr: 0.008098 || Task Loss: 0.2056 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:33:33 || Estimated Time: 1 day, 1:44:44
2023-08-06 08:44:06,254 semantic_segmentation INFO: Iters: 95080/150000 || Lr: 0.008097 || Task Loss: 0.1110 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:33:50 || Estimated Time: 1 day, 1:44:27
2023-08-06 08:44:23,209 semantic_segmentation INFO: Iters: 95090/150000 || Lr: 0.008095 || Task Loss: 0.2301 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:34:07 || Estimated Time: 1 day, 1:44:10
2023-08-06 08:44:40,037 semantic_segmentation INFO: Iters: 95100/150000 || Lr: 0.008094 || Task Loss: 0.2479 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:34:24 || Estimated Time: 1 day, 1:43:53
2023-08-06 08:44:56,896 semantic_segmentation INFO: Iters: 95110/150000 || Lr: 0.008093 || Task Loss: 0.2380 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:34:41 || Estimated Time: 1 day, 1:43:36
2023-08-06 08:45:13,767 semantic_segmentation INFO: Iters: 95120/150000 || Lr: 0.008091 || Task Loss: 0.3001 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:34:58 || Estimated Time: 1 day, 1:43:20
2023-08-06 08:45:30,558 semantic_segmentation INFO: Iters: 95130/150000 || Lr: 0.008090 || Task Loss: 0.1640 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:35:15 || Estimated Time: 1 day, 1:43:03
2023-08-06 08:45:47,363 semantic_segmentation INFO: Iters: 95140/150000 || Lr: 0.008089 || Task Loss: 0.5772 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:35:31 || Estimated Time: 1 day, 1:42:46
2023-08-06 08:46:04,169 semantic_segmentation INFO: Iters: 95150/150000 || Lr: 0.008087 || Task Loss: 0.1507 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:35:48 || Estimated Time: 1 day, 1:42:29
2023-08-06 08:46:21,085 semantic_segmentation INFO: Iters: 95160/150000 || Lr: 0.008086 || Task Loss: 0.1469 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:36:05 || Estimated Time: 1 day, 1:42:12
2023-08-06 08:46:37,945 semantic_segmentation INFO: Iters: 95170/150000 || Lr: 0.008085 || Task Loss: 0.1975 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:36:22 || Estimated Time: 1 day, 1:41:55
2023-08-06 08:46:54,740 semantic_segmentation INFO: Iters: 95180/150000 || Lr: 0.008084 || Task Loss: 0.3221 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:41:38
2023-08-06 08:47:11,538 semantic_segmentation INFO: Iters: 95190/150000 || Lr: 0.008082 || Task Loss: 0.2506 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:36:56 || Estimated Time: 1 day, 1:41:21
2023-08-06 08:47:28,387 semantic_segmentation INFO: Iters: 95200/150000 || Lr: 0.008081 || Task Loss: 0.2792 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:37:12 || Estimated Time: 1 day, 1:41:04
2023-08-06 08:47:28,475 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 08:47:29,376 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.419
2023-08-06 08:47:29,498 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.508
2023-08-06 08:47:29,620 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.525
2023-08-06 08:47:29,741 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.540
2023-08-06 08:47:29,869 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.532
2023-08-06 08:47:30,001 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.537
2023-08-06 08:47:30,123 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.556
2023-08-06 08:47:30,248 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.600
2023-08-06 08:47:30,372 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.654
2023-08-06 08:47:30,492 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.705
2023-08-06 08:47:30,614 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.713
2023-08-06 08:47:30,737 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.734
2023-08-06 08:47:30,859 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.735
2023-08-06 08:47:30,976 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.718
2023-08-06 08:47:31,100 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.688
2023-08-06 08:47:31,228 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.680
2023-08-06 08:47:31,350 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.683
2023-08-06 08:47:31,472 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.685
2023-08-06 08:47:31,593 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.694
2023-08-06 08:47:31,715 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.701
2023-08-06 08:47:31,838 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.705
2023-08-06 08:47:31,962 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 08:47:32,084 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.730
2023-08-06 08:47:32,201 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 08:47:32,329 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 08:47:32,462 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 08:47:32,583 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 08:47:32,702 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 08:47:32,819 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 08:47:32,942 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.741
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2023-08-06 08:47:35,038 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.731
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2023-08-06 08:48:21,492 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:21,612 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:21,732 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:21,851 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:21,969 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:22,096 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:22,229 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:22,350 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:22,477 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:22,600 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:22,720 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:22,840 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 08:48:22,959 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 08:48:23,078 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 08:48:23,197 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 08:48:23,317 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 08:48:23,439 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 08:48:23,567 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 08:48:23,696 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 08:48:23,821 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 08:48:23,941 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:24,061 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:24,180 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:24,299 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:24,416 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:24,541 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:24,665 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:24,790 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:24,916 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:25,040 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:25,163 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:25,286 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:25,413 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 08:48:25,540 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 08:48:25,665 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 08:48:25,784 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 08:48:25,901 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 08:48:26,023 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 08:48:26,144 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 08:48:26,264 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 08:48:26,386 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:26,512 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:26,637 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:26,763 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:26,886 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:27,010 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:27,135 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:27,258 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:27,380 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:27,500 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:27,624 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:27,747 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:27,875 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:28,003 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:28,128 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:28,248 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:28,369 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:28,489 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:28,607 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:28,725 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:28,853 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:28,986 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 08:48:29,108 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:48:29,231 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:48:29,352 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:48:29,475 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:48:29,602 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:48:29,728 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:48:29,852 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:48:29,971 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 08:48:30,094 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 08:48:30,219 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 08:48:30,341 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 08:48:30,461 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 08:48:30,578 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 08:48:30,708 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 08:48:30,839 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 08:48:47,993 semantic_segmentation INFO: Iters: 95210/150000 || Lr: 0.008080 || Task Loss: 0.1672 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:38:32 || Estimated Time: 1 day, 1:41:24
2023-08-06 08:49:04,845 semantic_segmentation INFO: Iters: 95220/150000 || Lr: 0.008078 || Task Loss: 0.1730 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:38:49 || Estimated Time: 1 day, 1:41:07
2023-08-06 08:49:21,794 semantic_segmentation INFO: Iters: 95230/150000 || Lr: 0.008077 || Task Loss: 0.1936 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:39:06 || Estimated Time: 1 day, 1:40:50
2023-08-06 08:49:38,693 semantic_segmentation INFO: Iters: 95240/150000 || Lr: 0.008076 || Task Loss: 0.3054 || KD Loss: 0.1008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:39:23 || Estimated Time: 1 day, 1:40:33
2023-08-06 08:49:55,558 semantic_segmentation INFO: Iters: 95250/150000 || Lr: 0.008074 || Task Loss: 0.2598 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:39:40 || Estimated Time: 1 day, 1:40:16
2023-08-06 08:50:12,382 semantic_segmentation INFO: Iters: 95260/150000 || Lr: 0.008073 || Task Loss: 0.4169 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:39:56 || Estimated Time: 1 day, 1:39:59
2023-08-06 08:50:29,291 semantic_segmentation INFO: Iters: 95270/150000 || Lr: 0.008072 || Task Loss: 0.2487 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:40:13 || Estimated Time: 1 day, 1:39:42
2023-08-06 08:50:46,124 semantic_segmentation INFO: Iters: 95280/150000 || Lr: 0.008070 || Task Loss: 0.1744 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:40:30 || Estimated Time: 1 day, 1:39:25
2023-08-06 08:51:02,953 semantic_segmentation INFO: Iters: 95290/150000 || Lr: 0.008069 || Task Loss: 0.2175 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:40:47 || Estimated Time: 1 day, 1:39:08
2023-08-06 08:51:19,746 semantic_segmentation INFO: Iters: 95300/150000 || Lr: 0.008068 || Task Loss: 0.2704 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:41:04 || Estimated Time: 1 day, 1:38:52
2023-08-06 08:51:36,561 semantic_segmentation INFO: Iters: 95310/150000 || Lr: 0.008066 || Task Loss: 0.2213 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:41:21 || Estimated Time: 1 day, 1:38:35
2023-08-06 08:51:53,399 semantic_segmentation INFO: Iters: 95320/150000 || Lr: 0.008065 || Task Loss: 0.2325 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:41:37 || Estimated Time: 1 day, 1:38:18
2023-08-06 08:52:10,322 semantic_segmentation INFO: Iters: 95330/150000 || Lr: 0.008064 || Task Loss: 0.1384 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:41:54 || Estimated Time: 1 day, 1:38:01
2023-08-06 08:52:27,120 semantic_segmentation INFO: Iters: 95340/150000 || Lr: 0.008062 || Task Loss: 0.1926 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:42:11 || Estimated Time: 1 day, 1:37:44
2023-08-06 08:52:43,881 semantic_segmentation INFO: Iters: 95350/150000 || Lr: 0.008061 || Task Loss: 0.3266 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:42:28 || Estimated Time: 1 day, 1:37:27
2023-08-06 08:53:00,711 semantic_segmentation INFO: Iters: 95360/150000 || Lr: 0.008060 || Task Loss: 0.2373 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:42:45 || Estimated Time: 1 day, 1:37:10
2023-08-06 08:53:17,572 semantic_segmentation INFO: Iters: 95370/150000 || Lr: 0.008058 || Task Loss: 0.2931 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:43:02 || Estimated Time: 1 day, 1:36:53
2023-08-06 08:53:34,424 semantic_segmentation INFO: Iters: 95380/150000 || Lr: 0.008057 || Task Loss: 0.1769 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:43:18 || Estimated Time: 1 day, 1:36:36
2023-08-06 08:53:51,234 semantic_segmentation INFO: Iters: 95390/150000 || Lr: 0.008056 || Task Loss: 0.2756 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:43:35 || Estimated Time: 1 day, 1:36:19
2023-08-06 08:54:08,091 semantic_segmentation INFO: Iters: 95400/150000 || Lr: 0.008054 || Task Loss: 0.1522 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:43:52 || Estimated Time: 1 day, 1:36:03
2023-08-06 08:54:24,880 semantic_segmentation INFO: Iters: 95410/150000 || Lr: 0.008053 || Task Loss: 0.1599 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:35:46
2023-08-06 08:54:41,729 semantic_segmentation INFO: Iters: 95420/150000 || Lr: 0.008052 || Task Loss: 0.1776 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:44:26 || Estimated Time: 1 day, 1:35:29
2023-08-06 08:54:58,598 semantic_segmentation INFO: Iters: 95430/150000 || Lr: 0.008050 || Task Loss: 0.1744 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:44:43 || Estimated Time: 1 day, 1:35:12
2023-08-06 08:55:15,413 semantic_segmentation INFO: Iters: 95440/150000 || Lr: 0.008049 || Task Loss: 0.2874 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:44:59 || Estimated Time: 1 day, 1:34:55
2023-08-06 08:55:32,263 semantic_segmentation INFO: Iters: 95450/150000 || Lr: 0.008048 || Task Loss: 0.1667 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:45:16 || Estimated Time: 1 day, 1:34:38
2023-08-06 08:55:49,066 semantic_segmentation INFO: Iters: 95460/150000 || Lr: 0.008046 || Task Loss: 0.2623 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:34:21
2023-08-06 08:56:05,873 semantic_segmentation INFO: Iters: 95470/150000 || Lr: 0.008045 || Task Loss: 0.2923 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:45:50 || Estimated Time: 1 day, 1:34:04
2023-08-06 08:56:22,704 semantic_segmentation INFO: Iters: 95480/150000 || Lr: 0.008044 || Task Loss: 0.2159 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:46:07 || Estimated Time: 1 day, 1:33:47
2023-08-06 08:56:39,571 semantic_segmentation INFO: Iters: 95490/150000 || Lr: 0.008042 || Task Loss: 0.2147 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:46:24 || Estimated Time: 1 day, 1:33:30
2023-08-06 08:56:56,365 semantic_segmentation INFO: Iters: 95500/150000 || Lr: 0.008041 || Task Loss: 0.2062 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:46:40 || Estimated Time: 1 day, 1:33:13
2023-08-06 08:57:13,236 semantic_segmentation INFO: Iters: 95510/150000 || Lr: 0.008040 || Task Loss: 0.1837 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:46:57 || Estimated Time: 1 day, 1:32:57
2023-08-06 08:57:30,033 semantic_segmentation INFO: Iters: 95520/150000 || Lr: 0.008038 || Task Loss: 0.1735 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:47:14 || Estimated Time: 1 day, 1:32:40
2023-08-06 08:57:46,874 semantic_segmentation INFO: Iters: 95530/150000 || Lr: 0.008037 || Task Loss: 0.2011 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:47:31 || Estimated Time: 1 day, 1:32:23
2023-08-06 08:58:03,747 semantic_segmentation INFO: Iters: 95540/150000 || Lr: 0.008036 || Task Loss: 0.2703 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:47:48 || Estimated Time: 1 day, 1:32:06
2023-08-06 08:58:20,626 semantic_segmentation INFO: Iters: 95550/150000 || Lr: 0.008034 || Task Loss: 0.2997 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:05 || Estimated Time: 1 day, 1:31:49
2023-08-06 08:58:37,464 semantic_segmentation INFO: Iters: 95560/150000 || Lr: 0.008033 || Task Loss: 0.2457 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:22 || Estimated Time: 1 day, 1:31:32
2023-08-06 08:58:54,315 semantic_segmentation INFO: Iters: 95570/150000 || Lr: 0.008032 || Task Loss: 0.2338 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:38 || Estimated Time: 1 day, 1:31:15
2023-08-06 08:59:11,249 semantic_segmentation INFO: Iters: 95580/150000 || Lr: 0.008030 || Task Loss: 0.1902 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:55 || Estimated Time: 1 day, 1:30:58
2023-08-06 08:59:28,125 semantic_segmentation INFO: Iters: 95590/150000 || Lr: 0.008029 || Task Loss: 0.2375 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:49:12 || Estimated Time: 1 day, 1:30:41
2023-08-06 08:59:44,991 semantic_segmentation INFO: Iters: 95600/150000 || Lr: 0.008028 || Task Loss: 0.2115 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:49:29 || Estimated Time: 1 day, 1:30:25
2023-08-06 09:00:01,778 semantic_segmentation INFO: Iters: 95610/150000 || Lr: 0.008026 || Task Loss: 0.2148 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:49:46 || Estimated Time: 1 day, 1:30:08
2023-08-06 09:00:18,636 semantic_segmentation INFO: Iters: 95620/150000 || Lr: 0.008025 || Task Loss: 0.2075 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:50:03 || Estimated Time: 1 day, 1:29:51
2023-08-06 09:00:35,426 semantic_segmentation INFO: Iters: 95630/150000 || Lr: 0.008024 || Task Loss: 0.2136 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:50:19 || Estimated Time: 1 day, 1:29:34
2023-08-06 09:00:52,225 semantic_segmentation INFO: Iters: 95640/150000 || Lr: 0.008022 || Task Loss: 0.2311 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:29:17
2023-08-06 09:01:09,020 semantic_segmentation INFO: Iters: 95650/150000 || Lr: 0.008021 || Task Loss: 0.2300 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:50:53 || Estimated Time: 1 day, 1:29:00
2023-08-06 09:01:25,893 semantic_segmentation INFO: Iters: 95660/150000 || Lr: 0.008020 || Task Loss: 0.1663 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:51:10 || Estimated Time: 1 day, 1:28:43
2023-08-06 09:01:42,689 semantic_segmentation INFO: Iters: 95670/150000 || Lr: 0.008018 || Task Loss: 0.1879 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:51:27 || Estimated Time: 1 day, 1:28:26
2023-08-06 09:01:59,539 semantic_segmentation INFO: Iters: 95680/150000 || Lr: 0.008017 || Task Loss: 0.2195 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:51:44 || Estimated Time: 1 day, 1:28:09
2023-08-06 09:02:16,311 semantic_segmentation INFO: Iters: 95690/150000 || Lr: 0.008016 || Task Loss: 0.2840 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:52:00 || Estimated Time: 1 day, 1:27:52
2023-08-06 09:02:33,133 semantic_segmentation INFO: Iters: 95700/150000 || Lr: 0.008014 || Task Loss: 0.2130 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:52:17 || Estimated Time: 1 day, 1:27:35
2023-08-06 09:02:49,921 semantic_segmentation INFO: Iters: 95710/150000 || Lr: 0.008013 || Task Loss: 0.2366 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:52:34 || Estimated Time: 1 day, 1:27:18
2023-08-06 09:03:06,774 semantic_segmentation INFO: Iters: 95720/150000 || Lr: 0.008012 || Task Loss: 0.2210 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:52:51 || Estimated Time: 1 day, 1:27:02
2023-08-06 09:03:23,628 semantic_segmentation INFO: Iters: 95730/150000 || Lr: 0.008010 || Task Loss: 0.2349 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:53:08 || Estimated Time: 1 day, 1:26:45
2023-08-06 09:03:40,445 semantic_segmentation INFO: Iters: 95740/150000 || Lr: 0.008009 || Task Loss: 0.2217 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:53:24 || Estimated Time: 1 day, 1:26:28
2023-08-06 09:03:57,300 semantic_segmentation INFO: Iters: 95750/150000 || Lr: 0.008008 || Task Loss: 0.2354 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:53:41 || Estimated Time: 1 day, 1:26:11
2023-08-06 09:04:14,158 semantic_segmentation INFO: Iters: 95760/150000 || Lr: 0.008007 || Task Loss: 0.1960 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:53:58 || Estimated Time: 1 day, 1:25:54
2023-08-06 09:04:31,088 semantic_segmentation INFO: Iters: 95770/150000 || Lr: 0.008005 || Task Loss: 0.2892 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:54:15 || Estimated Time: 1 day, 1:25:37
2023-08-06 09:04:47,906 semantic_segmentation INFO: Iters: 95780/150000 || Lr: 0.008004 || Task Loss: 0.2278 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:54:32 || Estimated Time: 1 day, 1:25:20
2023-08-06 09:05:04,757 semantic_segmentation INFO: Iters: 95790/150000 || Lr: 0.008003 || Task Loss: 0.1544 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:54:49 || Estimated Time: 1 day, 1:25:03
2023-08-06 09:05:21,567 semantic_segmentation INFO: Iters: 95800/150000 || Lr: 0.008001 || Task Loss: 0.1797 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:55:06 || Estimated Time: 1 day, 1:24:46
2023-08-06 09:05:38,403 semantic_segmentation INFO: Iters: 95810/150000 || Lr: 0.008000 || Task Loss: 0.2279 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:55:22 || Estimated Time: 1 day, 1:24:29
2023-08-06 09:05:55,276 semantic_segmentation INFO: Iters: 95820/150000 || Lr: 0.007999 || Task Loss: 0.3414 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:24:13
2023-08-06 09:06:12,165 semantic_segmentation INFO: Iters: 95830/150000 || Lr: 0.007997 || Task Loss: 0.2234 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:55:56 || Estimated Time: 1 day, 1:23:56
2023-08-06 09:06:28,970 semantic_segmentation INFO: Iters: 95840/150000 || Lr: 0.007996 || Task Loss: 0.2621 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:56:13 || Estimated Time: 1 day, 1:23:39
2023-08-06 09:06:45,843 semantic_segmentation INFO: Iters: 95850/150000 || Lr: 0.007995 || Task Loss: 0.3088 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:56:30 || Estimated Time: 1 day, 1:23:22
2023-08-06 09:07:02,701 semantic_segmentation INFO: Iters: 95860/150000 || Lr: 0.007993 || Task Loss: 0.2012 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:56:47 || Estimated Time: 1 day, 1:23:05
2023-08-06 09:07:19,579 semantic_segmentation INFO: Iters: 95870/150000 || Lr: 0.007992 || Task Loss: 0.2113 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:57:04 || Estimated Time: 1 day, 1:22:48
2023-08-06 09:07:36,436 semantic_segmentation INFO: Iters: 95880/150000 || Lr: 0.007991 || Task Loss: 0.2159 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:57:20 || Estimated Time: 1 day, 1:22:31
2023-08-06 09:07:53,441 semantic_segmentation INFO: Iters: 95890/150000 || Lr: 0.007989 || Task Loss: 0.2497 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:57:37 || Estimated Time: 1 day, 1:22:14
2023-08-06 09:08:10,271 semantic_segmentation INFO: Iters: 95900/150000 || Lr: 0.007988 || Task Loss: 0.2036 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:57:54 || Estimated Time: 1 day, 1:21:58
2023-08-06 09:08:27,146 semantic_segmentation INFO: Iters: 95910/150000 || Lr: 0.007987 || Task Loss: 0.2900 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:58:11 || Estimated Time: 1 day, 1:21:41
2023-08-06 09:08:44,078 semantic_segmentation INFO: Iters: 95920/150000 || Lr: 0.007985 || Task Loss: 0.3143 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:58:28 || Estimated Time: 1 day, 1:21:24
2023-08-06 09:09:01,086 semantic_segmentation INFO: Iters: 95930/150000 || Lr: 0.007984 || Task Loss: 0.2066 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:58:45 || Estimated Time: 1 day, 1:21:07
2023-08-06 09:09:18,077 semantic_segmentation INFO: Iters: 95940/150000 || Lr: 0.007983 || Task Loss: 0.1952 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:59:02 || Estimated Time: 1 day, 1:20:50
2023-08-06 09:09:34,873 semantic_segmentation INFO: Iters: 95950/150000 || Lr: 0.007981 || Task Loss: 0.1924 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:59:19 || Estimated Time: 1 day, 1:20:33
2023-08-06 09:09:51,739 semantic_segmentation INFO: Iters: 95960/150000 || Lr: 0.007980 || Task Loss: 0.1573 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:59:36 || Estimated Time: 1 day, 1:20:16
2023-08-06 09:10:08,601 semantic_segmentation INFO: Iters: 95970/150000 || Lr: 0.007979 || Task Loss: 0.2269 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:59:53 || Estimated Time: 1 day, 1:19:59
2023-08-06 09:10:25,390 semantic_segmentation INFO: Iters: 95980/150000 || Lr: 0.007977 || Task Loss: 0.2274 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:19:43
2023-08-06 09:10:42,161 semantic_segmentation INFO: Iters: 95990/150000 || Lr: 0.007976 || Task Loss: 0.2292 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:00:26 || Estimated Time: 1 day, 1:19:26
2023-08-06 09:10:58,977 semantic_segmentation INFO: Iters: 96000/150000 || Lr: 0.007975 || Task Loss: 0.2661 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:00:43 || Estimated Time: 1 day, 1:19:09
2023-08-06 09:10:59,058 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 09:10:59,841 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.411
2023-08-06 09:10:59,999 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.508
2023-08-06 09:11:00,124 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.521
2023-08-06 09:11:00,245 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.544
2023-08-06 09:11:00,367 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.533
2023-08-06 09:11:00,488 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.534
2023-08-06 09:11:00,609 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.549
2023-08-06 09:11:00,738 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.593
2023-08-06 09:11:00,874 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.597
2023-08-06 09:11:01,000 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.640
2023-08-06 09:11:01,126 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.641
2023-08-06 09:11:01,248 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.688
2023-08-06 09:11:01,373 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.696
2023-08-06 09:11:01,500 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.689
2023-08-06 09:11:01,627 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.694
2023-08-06 09:11:01,748 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.685
2023-08-06 09:11:01,874 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.686
2023-08-06 09:11:02,000 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.688
2023-08-06 09:11:02,125 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.697
2023-08-06 09:11:02,247 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.705
2023-08-06 09:11:02,374 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.705
2023-08-06 09:11:02,505 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.676
2023-08-06 09:11:02,630 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.674
2023-08-06 09:11:02,759 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.682
2023-08-06 09:11:02,885 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.694
2023-08-06 09:11:03,006 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.697
2023-08-06 09:11:03,128 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.688
2023-08-06 09:11:03,249 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.685
2023-08-06 09:11:03,370 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.689
2023-08-06 09:11:03,492 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-06 09:11:03,618 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-06 09:11:03,743 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.687
2023-08-06 09:11:03,867 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.689
2023-08-06 09:11:03,991 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-06 09:11:04,115 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-06 09:11:04,237 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-06 09:11:04,359 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.686
2023-08-06 09:11:04,481 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-06 09:11:04,606 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.679
2023-08-06 09:11:04,735 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 09:11:04,854 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-06 09:11:04,973 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.680
2023-08-06 09:11:05,092 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.681
2023-08-06 09:11:05,211 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.682
2023-08-06 09:11:05,328 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.681
2023-08-06 09:11:05,452 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.681
2023-08-06 09:11:05,579 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.682
2023-08-06 09:11:05,703 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.681
2023-08-06 09:11:05,829 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.685
2023-08-06 09:11:05,949 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-06 09:11:06,072 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.687
2023-08-06 09:11:06,194 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.695
2023-08-06 09:11:06,314 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.696
2023-08-06 09:11:06,433 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.698
2023-08-06 09:11:06,550 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-06 09:11:06,679 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 09:11:06,808 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-06 09:11:06,931 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 09:11:07,054 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-06 09:11:07,173 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 09:11:07,296 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.714
2023-08-06 09:11:07,418 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.716
2023-08-06 09:11:07,540 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-06 09:11:07,661 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 09:11:07,780 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 09:11:07,906 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 09:11:08,037 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 09:11:08,159 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-06 09:11:08,283 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 09:11:08,405 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-06 09:11:08,525 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-06 09:11:08,646 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.713
2023-08-06 09:11:08,768 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-06 09:11:08,888 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.946, mIoU: 0.710
2023-08-06 09:11:09,008 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-06 09:11:09,132 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-06 09:11:09,259 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-06 09:11:09,383 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-06 09:11:09,507 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 09:11:09,628 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-06 09:11:09,748 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.714
2023-08-06 09:11:09,869 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.714
2023-08-06 09:11:09,989 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.714
2023-08-06 09:11:10,107 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-06 09:11:10,224 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.708
2023-08-06 09:11:10,348 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.708
2023-08-06 09:11:10,478 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.708
2023-08-06 09:11:10,601 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.708
2023-08-06 09:11:10,725 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.707
2023-08-06 09:11:10,847 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.706
2023-08-06 09:11:10,973 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.707
2023-08-06 09:11:11,098 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 09:11:11,223 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 09:11:11,347 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 09:11:11,467 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 09:11:11,588 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.719
2023-08-06 09:11:11,714 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 09:11:11,838 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 09:11:11,959 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 09:11:12,077 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.720
2023-08-06 09:11:12,204 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.720
2023-08-06 09:11:12,337 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.718
2023-08-06 09:11:12,457 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.718
2023-08-06 09:11:12,582 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.718
2023-08-06 09:11:12,704 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 09:11:12,824 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 09:11:12,944 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 09:11:13,063 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 09:11:13,184 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 09:11:13,302 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 09:11:13,425 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 09:11:13,549 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 09:11:13,675 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 09:11:13,802 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 09:11:13,925 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.716
2023-08-06 09:11:14,044 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.716
2023-08-06 09:11:14,165 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.718
2023-08-06 09:11:14,284 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.715
2023-08-06 09:11:14,403 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 09:11:14,524 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 09:11:14,647 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 09:11:14,776 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.716
2023-08-06 09:11:14,899 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.716
2023-08-06 09:11:15,023 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 09:11:15,146 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.719
2023-08-06 09:11:15,270 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.943, mIoU: 0.721
2023-08-06 09:11:15,397 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-06 09:11:15,522 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-06 09:11:15,646 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.721
2023-08-06 09:11:15,768 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-06 09:11:15,888 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.722
2023-08-06 09:11:16,009 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.721
2023-08-06 09:11:16,131 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.721
2023-08-06 09:11:16,252 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.720
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2023-08-06 09:11:40,355 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.942, mIoU: 0.696
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2023-08-06 09:11:40,606 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.943, mIoU: 0.697
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2023-08-06 09:11:40,975 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-06 09:11:41,103 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-06 09:11:41,232 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-06 09:11:41,360 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.943, mIoU: 0.697
2023-08-06 09:11:41,484 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-06 09:11:41,608 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-06 09:11:41,734 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-06 09:11:41,862 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-06 09:11:41,982 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-06 09:11:42,111 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-06 09:11:42,241 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-06 09:11:42,366 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-06 09:11:42,496 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-06 09:11:42,629 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-06 09:11:42,753 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.944, mIoU: 0.699
2023-08-06 09:11:42,876 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 09:11:42,998 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 09:11:43,125 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 09:11:43,254 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 09:11:43,382 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 09:11:43,509 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 09:11:43,632 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 09:11:43,757 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 09:11:43,879 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.944, mIoU: 0.700
2023-08-06 09:11:44,001 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-06 09:11:44,123 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-06 09:11:44,245 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.944, mIoU: 0.701
2023-08-06 09:11:44,367 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 09:11:44,489 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 09:11:44,611 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 09:11:44,733 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 09:11:44,856 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 09:11:44,976 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 09:11:45,096 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 09:11:45,217 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 09:11:45,337 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 09:11:45,455 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 09:11:45,580 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 09:11:45,713 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 09:11:45,837 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 09:11:45,963 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 09:11:46,086 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 09:11:46,206 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 09:11:46,326 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-06 09:11:46,445 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.946, mIoU: 0.703
2023-08-06 09:11:46,563 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.946, mIoU: 0.703
2023-08-06 09:11:46,681 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.946, mIoU: 0.703
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2023-08-06 09:11:46,942 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.946, mIoU: 0.703
2023-08-06 09:11:47,066 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.946, mIoU: 0.703
2023-08-06 09:11:47,190 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 09:11:47,310 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 09:11:47,431 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 09:11:47,553 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 09:11:47,674 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 09:11:47,795 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-06 09:11:47,916 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-06 09:11:48,044 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-06 09:11:48,176 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-06 09:11:48,300 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-06 09:11:48,427 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.946, mIoU: 0.705
2023-08-06 09:11:48,553 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:48,675 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:48,799 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:48,922 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:49,042 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:49,161 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:49,290 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:49,420 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:49,547 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:49,672 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:49,799 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:49,925 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:50,051 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:50,171 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.947, mIoU: 0.706
2023-08-06 09:11:50,299 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-06 09:11:50,430 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-06 09:11:50,555 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-06 09:11:50,685 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.947, mIoU: 0.707
2023-08-06 09:11:50,815 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-06 09:11:50,939 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-06 09:11:51,062 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.948, mIoU: 0.707
2023-08-06 09:11:51,183 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 09:11:51,308 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 09:11:51,435 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 09:11:51,562 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 09:11:51,691 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.948, mIoU: 0.708
2023-08-06 09:11:51,814 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:51,934 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:52,054 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:52,173 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:52,293 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:52,410 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:52,538 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:52,673 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:52,795 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:52,917 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:53,038 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:53,161 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:53,287 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-06 09:11:53,412 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 09:11:53,533 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 09:11:53,650 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 09:11:53,775 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 09:11:53,905 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 09:11:54,028 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 09:11:54,154 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 09:11:54,276 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 09:11:54,396 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 09:11:54,517 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:54,637 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:54,756 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:54,875 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:54,998 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:55,126 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:55,253 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:55,380 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:55,503 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:55,622 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:55,741 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 09:11:55,861 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:55,980 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:56,098 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:56,224 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:56,355 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:56,475 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:56,598 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:56,720 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:56,843 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:56,968 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:57,094 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.711
2023-08-06 09:11:57,219 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:57,339 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:57,461 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:57,585 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:57,709 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:57,831 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:57,948 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:58,074 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:58,207 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:58,326 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:58,452 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:58,573 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:58,694 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:58,814 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:58,933 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:59,051 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:59,170 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:59,288 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:59,406 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:59,535 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.712
2023-08-06 09:11:59,663 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 09:11:59,786 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 09:11:59,910 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 09:12:00,038 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 09:12:00,165 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 09:12:00,290 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.713
2023-08-06 09:12:00,410 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 09:12:00,534 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 09:12:00,659 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 09:12:00,782 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 09:12:00,903 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 09:12:01,022 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 09:12:01,148 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 09:12:01,275 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 09:12:01,398 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 09:12:18,396 semantic_segmentation INFO: Iters: 96010/150000 || Lr: 0.007973 || Task Loss: 0.1957 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:02:02 || Estimated Time: 1 day, 1:19:27
2023-08-06 09:12:35,492 semantic_segmentation INFO: Iters: 96020/150000 || Lr: 0.007972 || Task Loss: 0.3482 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0550|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:02:20 || Estimated Time: 1 day, 1:19:10
2023-08-06 09:12:52,331 semantic_segmentation INFO: Iters: 96030/150000 || Lr: 0.007971 || Task Loss: 0.2896 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:02:36 || Estimated Time: 1 day, 1:18:53
2023-08-06 09:13:09,215 semantic_segmentation INFO: Iters: 96040/150000 || Lr: 0.007969 || Task Loss: 0.1723 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:02:53 || Estimated Time: 1 day, 1:18:36
2023-08-06 09:13:26,021 semantic_segmentation INFO: Iters: 96050/150000 || Lr: 0.007968 || Task Loss: 0.0757 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:03:10 || Estimated Time: 1 day, 1:18:19
2023-08-06 09:13:42,874 semantic_segmentation INFO: Iters: 96060/150000 || Lr: 0.007967 || Task Loss: 0.2484 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:03:27 || Estimated Time: 1 day, 1:18:03
2023-08-06 09:13:59,720 semantic_segmentation INFO: Iters: 96070/150000 || Lr: 0.007965 || Task Loss: 0.1797 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:03:44 || Estimated Time: 1 day, 1:17:46
2023-08-06 09:14:16,466 semantic_segmentation INFO: Iters: 96080/150000 || Lr: 0.007964 || Task Loss: 0.1851 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:04:01 || Estimated Time: 1 day, 1:17:29
2023-08-06 09:14:33,394 semantic_segmentation INFO: Iters: 96090/150000 || Lr: 0.007963 || Task Loss: 0.1909 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:04:17 || Estimated Time: 1 day, 1:17:12
2023-08-06 09:14:50,185 semantic_segmentation INFO: Iters: 96100/150000 || Lr: 0.007961 || Task Loss: 0.2355 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:04:34 || Estimated Time: 1 day, 1:16:55
2023-08-06 09:15:07,086 semantic_segmentation INFO: Iters: 96110/150000 || Lr: 0.007960 || Task Loss: 0.5163 || KD Loss: 0.1966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:04:51 || Estimated Time: 1 day, 1:16:38
2023-08-06 09:15:23,919 semantic_segmentation INFO: Iters: 96120/150000 || Lr: 0.007959 || Task Loss: 0.1765 || KD Loss: 0.1400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:05:08 || Estimated Time: 1 day, 1:16:21
2023-08-06 09:15:40,757 semantic_segmentation INFO: Iters: 96130/150000 || Lr: 0.007957 || Task Loss: 0.2575 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:05:25 || Estimated Time: 1 day, 1:16:04
2023-08-06 09:15:57,568 semantic_segmentation INFO: Iters: 96140/150000 || Lr: 0.007956 || Task Loss: 0.1591 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:05:42 || Estimated Time: 1 day, 1:15:47
2023-08-06 09:16:14,352 semantic_segmentation INFO: Iters: 96150/150000 || Lr: 0.007955 || Task Loss: 0.3162 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:05:58 || Estimated Time: 1 day, 1:15:30
2023-08-06 09:16:31,160 semantic_segmentation INFO: Iters: 96160/150000 || Lr: 0.007953 || Task Loss: 0.2347 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:06:15 || Estimated Time: 1 day, 1:15:13
2023-08-06 09:16:47,960 semantic_segmentation INFO: Iters: 96170/150000 || Lr: 0.007952 || Task Loss: 0.2409 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:06:32 || Estimated Time: 1 day, 1:14:56
2023-08-06 09:17:04,758 semantic_segmentation INFO: Iters: 96180/150000 || Lr: 0.007951 || Task Loss: 0.3042 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:06:49 || Estimated Time: 1 day, 1:14:39
2023-08-06 09:17:21,579 semantic_segmentation INFO: Iters: 96190/150000 || Lr: 0.007949 || Task Loss: 0.2081 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:07:06 || Estimated Time: 1 day, 1:14:23
2023-08-06 09:17:38,396 semantic_segmentation INFO: Iters: 96200/150000 || Lr: 0.007948 || Task Loss: 0.1973 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:07:22 || Estimated Time: 1 day, 1:14:06
2023-08-06 09:17:55,284 semantic_segmentation INFO: Iters: 96210/150000 || Lr: 0.007947 || Task Loss: 0.1744 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:07:39 || Estimated Time: 1 day, 1:13:49
2023-08-06 09:18:12,129 semantic_segmentation INFO: Iters: 96220/150000 || Lr: 0.007945 || Task Loss: 0.2902 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:07:56 || Estimated Time: 1 day, 1:13:32
2023-08-06 09:18:28,962 semantic_segmentation INFO: Iters: 96230/150000 || Lr: 0.007944 || Task Loss: 0.1816 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:08:13 || Estimated Time: 1 day, 1:13:15
2023-08-06 09:18:45,759 semantic_segmentation INFO: Iters: 96240/150000 || Lr: 0.007943 || Task Loss: 0.1377 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:08:30 || Estimated Time: 1 day, 1:12:58
2023-08-06 09:19:02,543 semantic_segmentation INFO: Iters: 96250/150000 || Lr: 0.007941 || Task Loss: 0.3171 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:12:41
2023-08-06 09:19:19,359 semantic_segmentation INFO: Iters: 96260/150000 || Lr: 0.007940 || Task Loss: 0.3251 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:12:24
2023-08-06 09:19:36,202 semantic_segmentation INFO: Iters: 96270/150000 || Lr: 0.007939 || Task Loss: 0.1599 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:09:20 || Estimated Time: 1 day, 1:12:07
2023-08-06 09:19:53,016 semantic_segmentation INFO: Iters: 96280/150000 || Lr: 0.007937 || Task Loss: 0.2834 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:09:37 || Estimated Time: 1 day, 1:11:50
2023-08-06 09:20:09,869 semantic_segmentation INFO: Iters: 96290/150000 || Lr: 0.007936 || Task Loss: 0.2184 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:09:54 || Estimated Time: 1 day, 1:11:33
2023-08-06 09:20:26,667 semantic_segmentation INFO: Iters: 96300/150000 || Lr: 0.007935 || Task Loss: 0.1648 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:10:11 || Estimated Time: 1 day, 1:11:16
2023-08-06 09:20:43,509 semantic_segmentation INFO: Iters: 96310/150000 || Lr: 0.007933 || Task Loss: 0.1921 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:10:28 || Estimated Time: 1 day, 1:11:00
2023-08-06 09:21:00,347 semantic_segmentation INFO: Iters: 96320/150000 || Lr: 0.007932 || Task Loss: 0.3379 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:10:44 || Estimated Time: 1 day, 1:10:43
2023-08-06 09:21:17,160 semantic_segmentation INFO: Iters: 96330/150000 || Lr: 0.007931 || Task Loss: 0.1508 || KD Loss: 0.0254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:11:01 || Estimated Time: 1 day, 1:10:26
2023-08-06 09:21:34,037 semantic_segmentation INFO: Iters: 96340/150000 || Lr: 0.007929 || Task Loss: 0.1884 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:11:18 || Estimated Time: 1 day, 1:10:09
2023-08-06 09:21:50,831 semantic_segmentation INFO: Iters: 96350/150000 || Lr: 0.007928 || Task Loss: 0.2846 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:11:35 || Estimated Time: 1 day, 1:09:52
2023-08-06 09:22:07,687 semantic_segmentation INFO: Iters: 96360/150000 || Lr: 0.007927 || Task Loss: 0.1875 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:11:52 || Estimated Time: 1 day, 1:09:35
2023-08-06 09:22:24,539 semantic_segmentation INFO: Iters: 96370/150000 || Lr: 0.007925 || Task Loss: 0.2355 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:12:09 || Estimated Time: 1 day, 1:09:18
2023-08-06 09:22:41,405 semantic_segmentation INFO: Iters: 96380/150000 || Lr: 0.007924 || Task Loss: 0.2496 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:12:25 || Estimated Time: 1 day, 1:09:01
2023-08-06 09:22:58,258 semantic_segmentation INFO: Iters: 96390/150000 || Lr: 0.007923 || Task Loss: 0.1986 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:12:42 || Estimated Time: 1 day, 1:08:44
2023-08-06 09:23:15,137 semantic_segmentation INFO: Iters: 96400/150000 || Lr: 0.007921 || Task Loss: 0.2443 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:12:59 || Estimated Time: 1 day, 1:08:27
2023-08-06 09:23:31,990 semantic_segmentation INFO: Iters: 96410/150000 || Lr: 0.007920 || Task Loss: 0.3341 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:13:16 || Estimated Time: 1 day, 1:08:10
2023-08-06 09:23:48,802 semantic_segmentation INFO: Iters: 96420/150000 || Lr: 0.007919 || Task Loss: 0.3319 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:07:54
2023-08-06 09:24:05,590 semantic_segmentation INFO: Iters: 96430/150000 || Lr: 0.007917 || Task Loss: 0.2232 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:13:50 || Estimated Time: 1 day, 1:07:37
2023-08-06 09:24:22,451 semantic_segmentation INFO: Iters: 96440/150000 || Lr: 0.007916 || Task Loss: 0.2306 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:14:06 || Estimated Time: 1 day, 1:07:20
2023-08-06 09:24:39,374 semantic_segmentation INFO: Iters: 96450/150000 || Lr: 0.007915 || Task Loss: 0.1300 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:14:23 || Estimated Time: 1 day, 1:07:03
2023-08-06 09:24:56,156 semantic_segmentation INFO: Iters: 96460/150000 || Lr: 0.007913 || Task Loss: 0.1791 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:14:40 || Estimated Time: 1 day, 1:06:46
2023-08-06 09:25:13,026 semantic_segmentation INFO: Iters: 96470/150000 || Lr: 0.007912 || Task Loss: 0.2547 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:14:57 || Estimated Time: 1 day, 1:06:29
2023-08-06 09:25:29,914 semantic_segmentation INFO: Iters: 96480/150000 || Lr: 0.007911 || Task Loss: 0.2203 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:15:14 || Estimated Time: 1 day, 1:06:12
2023-08-06 09:25:46,758 semantic_segmentation INFO: Iters: 96490/150000 || Lr: 0.007909 || Task Loss: 0.2108 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:15:31 || Estimated Time: 1 day, 1:05:55
2023-08-06 09:26:03,562 semantic_segmentation INFO: Iters: 96500/150000 || Lr: 0.007908 || Task Loss: 0.4148 || KD Loss: 0.1900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:15:48 || Estimated Time: 1 day, 1:05:38
2023-08-06 09:26:20,397 semantic_segmentation INFO: Iters: 96510/150000 || Lr: 0.007907 || Task Loss: 0.1398 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:16:04 || Estimated Time: 1 day, 1:05:21
2023-08-06 09:26:37,245 semantic_segmentation INFO: Iters: 96520/150000 || Lr: 0.007905 || Task Loss: 0.1562 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:16:21 || Estimated Time: 1 day, 1:05:04
2023-08-06 09:26:54,117 semantic_segmentation INFO: Iters: 96530/150000 || Lr: 0.007904 || Task Loss: 0.2476 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:16:38 || Estimated Time: 1 day, 1:04:48
2023-08-06 09:27:10,811 semantic_segmentation INFO: Iters: 96540/150000 || Lr: 0.007903 || Task Loss: 0.2684 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:16:55 || Estimated Time: 1 day, 1:04:31
2023-08-06 09:27:27,670 semantic_segmentation INFO: Iters: 96550/150000 || Lr: 0.007901 || Task Loss: 0.1645 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:17:12 || Estimated Time: 1 day, 1:04:14
2023-08-06 09:27:44,510 semantic_segmentation INFO: Iters: 96560/150000 || Lr: 0.007900 || Task Loss: 0.2751 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:17:29 || Estimated Time: 1 day, 1:03:57
2023-08-06 09:28:01,299 semantic_segmentation INFO: Iters: 96570/150000 || Lr: 0.007899 || Task Loss: 0.2445 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:17:45 || Estimated Time: 1 day, 1:03:40
2023-08-06 09:28:18,160 semantic_segmentation INFO: Iters: 96580/150000 || Lr: 0.007897 || Task Loss: 0.3239 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:18:02 || Estimated Time: 1 day, 1:03:23
2023-08-06 09:28:35,089 semantic_segmentation INFO: Iters: 96590/150000 || Lr: 0.007896 || Task Loss: 0.1745 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:18:19 || Estimated Time: 1 day, 1:03:06
2023-08-06 09:28:51,944 semantic_segmentation INFO: Iters: 96600/150000 || Lr: 0.007895 || Task Loss: 0.1634 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:02:49
2023-08-06 09:29:08,766 semantic_segmentation INFO: Iters: 96610/150000 || Lr: 0.007893 || Task Loss: 0.1840 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:18:53 || Estimated Time: 1 day, 1:02:32
2023-08-06 09:29:25,663 semantic_segmentation INFO: Iters: 96620/150000 || Lr: 0.007892 || Task Loss: 0.3720 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:19:10 || Estimated Time: 1 day, 1:02:15
2023-08-06 09:29:42,466 semantic_segmentation INFO: Iters: 96630/150000 || Lr: 0.007891 || Task Loss: 0.2276 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:19:27 || Estimated Time: 1 day, 1:01:58
2023-08-06 09:29:59,255 semantic_segmentation INFO: Iters: 96640/150000 || Lr: 0.007889 || Task Loss: 0.2208 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:19:43 || Estimated Time: 1 day, 1:01:41
2023-08-06 09:30:16,049 semantic_segmentation INFO: Iters: 96650/150000 || Lr: 0.007888 || Task Loss: 0.1319 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:20:00 || Estimated Time: 1 day, 1:01:25
2023-08-06 09:30:32,942 semantic_segmentation INFO: Iters: 96660/150000 || Lr: 0.007887 || Task Loss: 0.2040 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:20:17 || Estimated Time: 1 day, 1:01:08
2023-08-06 09:30:49,782 semantic_segmentation INFO: Iters: 96670/150000 || Lr: 0.007886 || Task Loss: 0.1887 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:20:34 || Estimated Time: 1 day, 1:00:51
2023-08-06 09:31:06,637 semantic_segmentation INFO: Iters: 96680/150000 || Lr: 0.007884 || Task Loss: 0.1591 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:20:51 || Estimated Time: 1 day, 1:00:34
2023-08-06 09:31:23,450 semantic_segmentation INFO: Iters: 96690/150000 || Lr: 0.007883 || Task Loss: 0.1871 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:21:07 || Estimated Time: 1 day, 1:00:17
2023-08-06 09:31:40,278 semantic_segmentation INFO: Iters: 96700/150000 || Lr: 0.007882 || Task Loss: 0.2180 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:21:24 || Estimated Time: 1 day, 1:00:00
2023-08-06 09:31:57,070 semantic_segmentation INFO: Iters: 96710/150000 || Lr: 0.007880 || Task Loss: 0.2305 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:21:41 || Estimated Time: 1 day, 0:59:43
2023-08-06 09:32:13,960 semantic_segmentation INFO: Iters: 96720/150000 || Lr: 0.007879 || Task Loss: 0.2620 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:21:58 || Estimated Time: 1 day, 0:59:26
2023-08-06 09:32:30,809 semantic_segmentation INFO: Iters: 96730/150000 || Lr: 0.007878 || Task Loss: 0.2296 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:22:15 || Estimated Time: 1 day, 0:59:09
2023-08-06 09:32:47,667 semantic_segmentation INFO: Iters: 96740/150000 || Lr: 0.007876 || Task Loss: 0.2397 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:22:32 || Estimated Time: 1 day, 0:58:52
2023-08-06 09:33:04,559 semantic_segmentation INFO: Iters: 96750/150000 || Lr: 0.007875 || Task Loss: 0.1991 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:22:49 || Estimated Time: 1 day, 0:58:36
2023-08-06 09:33:21,383 semantic_segmentation INFO: Iters: 96760/150000 || Lr: 0.007874 || Task Loss: 0.1904 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:23:05 || Estimated Time: 1 day, 0:58:19
2023-08-06 09:33:38,343 semantic_segmentation INFO: Iters: 96770/150000 || Lr: 0.007872 || Task Loss: 0.2598 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:23:22 || Estimated Time: 1 day, 0:58:02
2023-08-06 09:33:55,393 semantic_segmentation INFO: Iters: 96780/150000 || Lr: 0.007871 || Task Loss: 0.2295 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:57:45
2023-08-06 09:34:12,351 semantic_segmentation INFO: Iters: 96790/150000 || Lr: 0.007870 || Task Loss: 0.2732 || KD Loss: 0.0958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:23:56 || Estimated Time: 1 day, 0:57:28
2023-08-06 09:34:29,188 semantic_segmentation INFO: Iters: 96800/150000 || Lr: 0.007868 || Task Loss: 0.2540 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:24:13 || Estimated Time: 1 day, 0:57:11
2023-08-06 09:34:29,264 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 09:34:30,133 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.415
2023-08-06 09:34:30,253 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.510
2023-08-06 09:34:30,375 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.512
2023-08-06 09:34:30,494 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.536
2023-08-06 09:34:30,611 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.529
2023-08-06 09:34:30,734 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.533
2023-08-06 09:34:30,862 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.536
2023-08-06 09:34:30,985 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.578
2023-08-06 09:34:31,107 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.627
2023-08-06 09:34:31,225 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.679
2023-08-06 09:34:31,346 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.680
2023-08-06 09:34:31,471 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.693
2023-08-06 09:34:31,594 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.703
2023-08-06 09:34:31,716 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.699
2023-08-06 09:34:31,834 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.701
2023-08-06 09:34:31,960 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.695
2023-08-06 09:34:32,090 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.698
2023-08-06 09:34:32,211 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.702
2023-08-06 09:34:32,333 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.712
2023-08-06 09:34:32,452 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.719
2023-08-06 09:34:32,573 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.718
2023-08-06 09:34:32,697 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.729
2023-08-06 09:34:32,822 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.726
2023-08-06 09:34:32,946 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:34:33,066 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 09:34:33,187 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 09:34:33,311 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 09:34:33,434 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-06 09:34:33,555 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:34:33,672 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 09:34:33,798 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 09:34:33,930 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 09:34:34,050 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-06 09:34:34,171 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 09:34:34,291 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 09:34:34,415 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 09:34:34,539 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 09:34:34,663 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 09:34:34,787 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.729
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2023-08-06 09:35:23,239 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:23,364 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:23,491 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:23,620 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:23,745 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:23,866 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:23,989 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:24,113 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:24,235 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:24,358 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:24,478 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:24,603 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:24,730 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:24,856 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 09:35:24,981 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 09:35:25,106 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 09:35:25,226 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 09:35:25,346 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 09:35:25,466 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 09:35:25,585 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 09:35:25,705 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 09:35:25,828 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 09:35:25,959 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.730
2023-08-06 09:35:26,082 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.730
2023-08-06 09:35:26,206 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.730
2023-08-06 09:35:26,328 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.730
2023-08-06 09:35:26,449 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.730
2023-08-06 09:35:26,566 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.731
2023-08-06 09:35:26,686 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.731
2023-08-06 09:35:26,805 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.731
2023-08-06 09:35:26,922 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.731
2023-08-06 09:35:27,050 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.731
2023-08-06 09:35:27,185 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.731
2023-08-06 09:35:27,306 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:27,428 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:27,547 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:27,672 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:27,800 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:27,926 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:28,050 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:28,172 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:28,293 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:28,410 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:28,531 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:28,649 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 09:35:28,767 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 09:35:28,895 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 09:35:29,028 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 09:35:29,151 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 09:35:29,274 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 09:35:29,395 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 09:35:29,518 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 09:35:29,641 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 09:35:29,762 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 09:35:29,881 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:30,000 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:30,127 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:30,259 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:30,381 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:30,505 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:30,628 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:30,747 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:30,866 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:30,986 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:31,104 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:31,222 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:31,343 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:31,465 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 09:35:48,449 semantic_segmentation INFO: Iters: 96810/150000 || Lr: 0.007867 || Task Loss: 0.2319 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:25:32 || Estimated Time: 1 day, 0:57:29
2023-08-06 09:36:05,357 semantic_segmentation INFO: Iters: 96820/150000 || Lr: 0.007866 || Task Loss: 0.2627 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:25:49 || Estimated Time: 1 day, 0:57:12
2023-08-06 09:36:22,233 semantic_segmentation INFO: Iters: 96830/150000 || Lr: 0.007864 || Task Loss: 0.2155 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:26:06 || Estimated Time: 1 day, 0:56:55
2023-08-06 09:36:39,038 semantic_segmentation INFO: Iters: 96840/150000 || Lr: 0.007863 || Task Loss: 0.5457 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:26:23 || Estimated Time: 1 day, 0:56:38
2023-08-06 09:36:55,885 semantic_segmentation INFO: Iters: 96850/150000 || Lr: 0.007862 || Task Loss: 0.1714 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:26:40 || Estimated Time: 1 day, 0:56:21
2023-08-06 09:37:12,671 semantic_segmentation INFO: Iters: 96860/150000 || Lr: 0.007860 || Task Loss: 0.1438 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:26:57 || Estimated Time: 1 day, 0:56:04
2023-08-06 09:37:29,469 semantic_segmentation INFO: Iters: 96870/150000 || Lr: 0.007859 || Task Loss: 0.1975 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:27:14 || Estimated Time: 1 day, 0:55:47
2023-08-06 09:37:46,256 semantic_segmentation INFO: Iters: 96880/150000 || Lr: 0.007858 || Task Loss: 0.2110 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:27:30 || Estimated Time: 1 day, 0:55:30
2023-08-06 09:38:03,149 semantic_segmentation INFO: Iters: 96890/150000 || Lr: 0.007856 || Task Loss: 0.3538 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:27:47 || Estimated Time: 1 day, 0:55:13
2023-08-06 09:38:19,974 semantic_segmentation INFO: Iters: 96900/150000 || Lr: 0.007855 || Task Loss: 0.3225 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:28:04 || Estimated Time: 1 day, 0:54:56
2023-08-06 09:38:36,787 semantic_segmentation INFO: Iters: 96910/150000 || Lr: 0.007854 || Task Loss: 0.1861 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:28:21 || Estimated Time: 1 day, 0:54:39
2023-08-06 09:38:53,584 semantic_segmentation INFO: Iters: 96920/150000 || Lr: 0.007852 || Task Loss: 0.1504 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:28:38 || Estimated Time: 1 day, 0:54:22
2023-08-06 09:39:10,431 semantic_segmentation INFO: Iters: 96930/150000 || Lr: 0.007851 || Task Loss: 0.2654 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:28:54 || Estimated Time: 1 day, 0:54:05
2023-08-06 09:39:27,254 semantic_segmentation INFO: Iters: 96940/150000 || Lr: 0.007850 || Task Loss: 0.2054 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:29:11 || Estimated Time: 1 day, 0:53:49
2023-08-06 09:39:44,099 semantic_segmentation INFO: Iters: 96950/150000 || Lr: 0.007848 || Task Loss: 0.2053 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:29:28 || Estimated Time: 1 day, 0:53:32
2023-08-06 09:40:00,951 semantic_segmentation INFO: Iters: 96960/150000 || Lr: 0.007847 || Task Loss: 0.2370 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:29:45 || Estimated Time: 1 day, 0:53:15
2023-08-06 09:40:17,749 semantic_segmentation INFO: Iters: 96970/150000 || Lr: 0.007846 || Task Loss: 0.2081 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:02 || Estimated Time: 1 day, 0:52:58
2023-08-06 09:40:34,617 semantic_segmentation INFO: Iters: 96980/150000 || Lr: 0.007844 || Task Loss: 0.1874 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:19 || Estimated Time: 1 day, 0:52:41
2023-08-06 09:40:51,406 semantic_segmentation INFO: Iters: 96990/150000 || Lr: 0.007843 || Task Loss: 0.2422 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:35 || Estimated Time: 1 day, 0:52:24
2023-08-06 09:41:08,187 semantic_segmentation INFO: Iters: 97000/150000 || Lr: 0.007842 || Task Loss: 0.1263 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:52 || Estimated Time: 1 day, 0:52:07
2023-08-06 09:41:25,021 semantic_segmentation INFO: Iters: 97010/150000 || Lr: 0.007840 || Task Loss: 0.2744 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:31:09 || Estimated Time: 1 day, 0:51:50
2023-08-06 09:41:41,771 semantic_segmentation INFO: Iters: 97020/150000 || Lr: 0.007839 || Task Loss: 0.1935 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:31:26 || Estimated Time: 1 day, 0:51:33
2023-08-06 09:41:58,627 semantic_segmentation INFO: Iters: 97030/150000 || Lr: 0.007838 || Task Loss: 0.2224 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:31:43 || Estimated Time: 1 day, 0:51:16
2023-08-06 09:42:15,459 semantic_segmentation INFO: Iters: 97040/150000 || Lr: 0.007836 || Task Loss: 0.3161 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:31:59 || Estimated Time: 1 day, 0:50:59
2023-08-06 09:42:32,247 semantic_segmentation INFO: Iters: 97050/150000 || Lr: 0.007835 || Task Loss: 0.1642 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:32:16 || Estimated Time: 1 day, 0:50:42
2023-08-06 09:42:49,054 semantic_segmentation INFO: Iters: 97060/150000 || Lr: 0.007834 || Task Loss: 0.1578 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:50:25
2023-08-06 09:43:05,893 semantic_segmentation INFO: Iters: 97070/150000 || Lr: 0.007832 || Task Loss: 0.1760 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:32:50 || Estimated Time: 1 day, 0:50:08
2023-08-06 09:43:22,684 semantic_segmentation INFO: Iters: 97080/150000 || Lr: 0.007831 || Task Loss: 0.2243 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:33:07 || Estimated Time: 1 day, 0:49:51
2023-08-06 09:43:39,473 semantic_segmentation INFO: Iters: 97090/150000 || Lr: 0.007830 || Task Loss: 0.2363 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:33:24 || Estimated Time: 1 day, 0:49:35
2023-08-06 09:43:56,267 semantic_segmentation INFO: Iters: 97100/150000 || Lr: 0.007828 || Task Loss: 0.1468 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:33:40 || Estimated Time: 1 day, 0:49:18
2023-08-06 09:44:13,060 semantic_segmentation INFO: Iters: 97110/150000 || Lr: 0.007827 || Task Loss: 0.1261 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:33:57 || Estimated Time: 1 day, 0:49:01
2023-08-06 09:44:29,838 semantic_segmentation INFO: Iters: 97120/150000 || Lr: 0.007826 || Task Loss: 0.2422 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:34:14 || Estimated Time: 1 day, 0:48:44
2023-08-06 09:44:46,577 semantic_segmentation INFO: Iters: 97130/150000 || Lr: 0.007824 || Task Loss: 0.2171 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:34:31 || Estimated Time: 1 day, 0:48:27
2023-08-06 09:45:03,419 semantic_segmentation INFO: Iters: 97140/150000 || Lr: 0.007823 || Task Loss: 0.2272 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:34:47 || Estimated Time: 1 day, 0:48:10
2023-08-06 09:45:20,102 semantic_segmentation INFO: Iters: 97150/150000 || Lr: 0.007822 || Task Loss: 0.5052 || KD Loss: 0.1912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:35:04 || Estimated Time: 1 day, 0:47:53
2023-08-06 09:45:36,882 semantic_segmentation INFO: Iters: 97160/150000 || Lr: 0.007820 || Task Loss: 0.1767 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:35:21 || Estimated Time: 1 day, 0:47:36
2023-08-06 09:45:53,641 semantic_segmentation INFO: Iters: 97170/150000 || Lr: 0.007819 || Task Loss: 0.6924 || KD Loss: 0.4315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:35:38 || Estimated Time: 1 day, 0:47:19
2023-08-06 09:46:10,396 semantic_segmentation INFO: Iters: 97180/150000 || Lr: 0.007818 || Task Loss: 0.1897 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:35:54 || Estimated Time: 1 day, 0:47:02
2023-08-06 09:46:27,216 semantic_segmentation INFO: Iters: 97190/150000 || Lr: 0.007816 || Task Loss: 0.2060 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:36:11 || Estimated Time: 1 day, 0:46:45
2023-08-06 09:46:44,062 semantic_segmentation INFO: Iters: 97200/150000 || Lr: 0.007815 || Task Loss: 0.3309 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:36:28 || Estimated Time: 1 day, 0:46:28
2023-08-06 09:47:00,962 semantic_segmentation INFO: Iters: 97210/150000 || Lr: 0.007814 || Task Loss: 0.1980 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:36:45 || Estimated Time: 1 day, 0:46:11
2023-08-06 09:47:17,704 semantic_segmentation INFO: Iters: 97220/150000 || Lr: 0.007812 || Task Loss: 0.1498 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:37:02 || Estimated Time: 1 day, 0:45:54
2023-08-06 09:47:34,485 semantic_segmentation INFO: Iters: 97230/150000 || Lr: 0.007811 || Task Loss: 0.2144 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:45:37
2023-08-06 09:47:51,311 semantic_segmentation INFO: Iters: 97240/150000 || Lr: 0.007810 || Task Loss: 0.1213 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:45:20
2023-08-06 09:48:08,137 semantic_segmentation INFO: Iters: 97250/150000 || Lr: 0.007808 || Task Loss: 0.2126 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:37:52 || Estimated Time: 1 day, 0:45:03
2023-08-06 09:48:24,991 semantic_segmentation INFO: Iters: 97260/150000 || Lr: 0.007807 || Task Loss: 0.1571 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:38:09 || Estimated Time: 1 day, 0:44:46
2023-08-06 09:48:41,820 semantic_segmentation INFO: Iters: 97270/150000 || Lr: 0.007806 || Task Loss: 0.2261 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:38:26 || Estimated Time: 1 day, 0:44:30
2023-08-06 09:48:58,650 semantic_segmentation INFO: Iters: 97280/150000 || Lr: 0.007804 || Task Loss: 0.1073 || KD Loss: 0.0235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:38:43 || Estimated Time: 1 day, 0:44:13
2023-08-06 09:49:15,402 semantic_segmentation INFO: Iters: 97290/150000 || Lr: 0.007803 || Task Loss: 0.1569 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:38:59 || Estimated Time: 1 day, 0:43:56
2023-08-06 09:49:32,190 semantic_segmentation INFO: Iters: 97300/150000 || Lr: 0.007802 || Task Loss: 0.2055 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:39:16 || Estimated Time: 1 day, 0:43:39
2023-08-06 09:49:49,000 semantic_segmentation INFO: Iters: 97310/150000 || Lr: 0.007800 || Task Loss: 0.1264 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:39:33 || Estimated Time: 1 day, 0:43:22
2023-08-06 09:50:05,853 semantic_segmentation INFO: Iters: 97320/150000 || Lr: 0.007799 || Task Loss: 0.1904 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:39:50 || Estimated Time: 1 day, 0:43:05
2023-08-06 09:50:22,674 semantic_segmentation INFO: Iters: 97330/150000 || Lr: 0.007798 || Task Loss: 0.2374 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:40:07 || Estimated Time: 1 day, 0:42:48
2023-08-06 09:50:39,475 semantic_segmentation INFO: Iters: 97340/150000 || Lr: 0.007796 || Task Loss: 0.1661 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:40:24 || Estimated Time: 1 day, 0:42:31
2023-08-06 09:50:56,316 semantic_segmentation INFO: Iters: 97350/150000 || Lr: 0.007795 || Task Loss: 0.3373 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:40:40 || Estimated Time: 1 day, 0:42:14
2023-08-06 09:51:13,187 semantic_segmentation INFO: Iters: 97360/150000 || Lr: 0.007794 || Task Loss: 0.2160 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:40:57 || Estimated Time: 1 day, 0:41:57
2023-08-06 09:51:30,032 semantic_segmentation INFO: Iters: 97370/150000 || Lr: 0.007792 || Task Loss: 0.2159 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:41:14 || Estimated Time: 1 day, 0:41:40
2023-08-06 09:51:46,836 semantic_segmentation INFO: Iters: 97380/150000 || Lr: 0.007791 || Task Loss: 0.3072 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:41:31 || Estimated Time: 1 day, 0:41:23
2023-08-06 09:52:03,644 semantic_segmentation INFO: Iters: 97390/150000 || Lr: 0.007790 || Task Loss: 0.2028 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:41:48 || Estimated Time: 1 day, 0:41:06
2023-08-06 09:52:20,437 semantic_segmentation INFO: Iters: 97400/150000 || Lr: 0.007788 || Task Loss: 0.1867 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:42:04 || Estimated Time: 1 day, 0:40:49
2023-08-06 09:52:37,276 semantic_segmentation INFO: Iters: 97410/150000 || Lr: 0.007787 || Task Loss: 0.2261 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:42:21 || Estimated Time: 1 day, 0:40:33
2023-08-06 09:52:54,075 semantic_segmentation INFO: Iters: 97420/150000 || Lr: 0.007786 || Task Loss: 0.2289 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:40:16
2023-08-06 09:53:10,847 semantic_segmentation INFO: Iters: 97430/150000 || Lr: 0.007784 || Task Loss: 0.2044 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:42:55 || Estimated Time: 1 day, 0:39:59
2023-08-06 09:53:27,678 semantic_segmentation INFO: Iters: 97440/150000 || Lr: 0.007783 || Task Loss: 0.2074 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:43:12 || Estimated Time: 1 day, 0:39:42
2023-08-06 09:53:44,453 semantic_segmentation INFO: Iters: 97450/150000 || Lr: 0.007782 || Task Loss: 0.1423 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:43:28 || Estimated Time: 1 day, 0:39:25
2023-08-06 09:54:01,263 semantic_segmentation INFO: Iters: 97460/150000 || Lr: 0.007780 || Task Loss: 0.1512 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:43:45 || Estimated Time: 1 day, 0:39:08
2023-08-06 09:54:18,167 semantic_segmentation INFO: Iters: 97470/150000 || Lr: 0.007779 || Task Loss: 0.4022 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:44:02 || Estimated Time: 1 day, 0:38:51
2023-08-06 09:54:34,985 semantic_segmentation INFO: Iters: 97480/150000 || Lr: 0.007778 || Task Loss: 0.1852 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:44:19 || Estimated Time: 1 day, 0:38:34
2023-08-06 09:54:51,836 semantic_segmentation INFO: Iters: 97490/150000 || Lr: 0.007776 || Task Loss: 0.2024 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:44:36 || Estimated Time: 1 day, 0:38:17
2023-08-06 09:55:08,640 semantic_segmentation INFO: Iters: 97500/150000 || Lr: 0.007775 || Task Loss: 0.2013 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:44:53 || Estimated Time: 1 day, 0:38:00
2023-08-06 09:55:25,458 semantic_segmentation INFO: Iters: 97510/150000 || Lr: 0.007774 || Task Loss: 0.2113 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:45:09 || Estimated Time: 1 day, 0:37:43
2023-08-06 09:55:42,309 semantic_segmentation INFO: Iters: 97520/150000 || Lr: 0.007772 || Task Loss: 0.3024 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:45:26 || Estimated Time: 1 day, 0:37:26
2023-08-06 09:55:59,084 semantic_segmentation INFO: Iters: 97530/150000 || Lr: 0.007771 || Task Loss: 0.2189 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:45:43 || Estimated Time: 1 day, 0:37:09
2023-08-06 09:56:15,948 semantic_segmentation INFO: Iters: 97540/150000 || Lr: 0.007770 || Task Loss: 0.2582 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:46:00 || Estimated Time: 1 day, 0:36:52
2023-08-06 09:56:32,765 semantic_segmentation INFO: Iters: 97550/150000 || Lr: 0.007768 || Task Loss: 0.2152 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:46:17 || Estimated Time: 1 day, 0:36:36
2023-08-06 09:56:49,554 semantic_segmentation INFO: Iters: 97560/150000 || Lr: 0.007767 || Task Loss: 0.1259 || KD Loss: 0.1417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:46:34 || Estimated Time: 1 day, 0:36:19
2023-08-06 09:57:06,398 semantic_segmentation INFO: Iters: 97570/150000 || Lr: 0.007766 || Task Loss: 0.1515 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:46:50 || Estimated Time: 1 day, 0:36:02
2023-08-06 09:57:23,185 semantic_segmentation INFO: Iters: 97580/150000 || Lr: 0.007764 || Task Loss: 0.2555 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:47:07 || Estimated Time: 1 day, 0:35:45
2023-08-06 09:57:39,998 semantic_segmentation INFO: Iters: 97590/150000 || Lr: 0.007763 || Task Loss: 0.2002 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:47:24 || Estimated Time: 1 day, 0:35:28
2023-08-06 09:57:56,783 semantic_segmentation INFO: Iters: 97600/150000 || Lr: 0.007762 || Task Loss: 0.2372 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:35:11
2023-08-06 09:57:56,865 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 09:57:57,640 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.404
2023-08-06 09:57:57,773 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.502
2023-08-06 09:57:57,900 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.512
2023-08-06 09:57:58,023 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.534
2023-08-06 09:57:58,147 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.528
2023-08-06 09:57:58,274 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.533
2023-08-06 09:57:58,399 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.581
2023-08-06 09:57:58,518 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.624
2023-08-06 09:57:58,639 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.672
2023-08-06 09:57:58,766 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.728
2023-08-06 09:57:58,897 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.729
2023-08-06 09:57:59,020 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.747
2023-08-06 09:57:59,143 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.748
2023-08-06 09:57:59,269 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.731
2023-08-06 09:57:59,395 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.733
2023-08-06 09:57:59,520 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.724
2023-08-06 09:57:59,639 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 09:57:59,764 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 09:57:59,892 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.733
2023-08-06 09:58:00,017 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-06 09:58:00,142 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 09:58:00,263 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 09:58:00,386 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 09:58:00,511 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 09:58:00,638 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-06 09:58:00,762 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-06 09:58:00,882 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 09:58:01,004 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-06 09:58:01,126 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-06 09:58:01,247 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 09:58:01,366 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 09:58:01,484 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-06 09:58:01,611 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-06 09:58:01,743 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-06 09:58:01,865 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-06 09:58:01,989 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-06 09:58:02,112 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 09:58:02,231 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 09:58:02,351 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 09:58:02,470 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-06 09:58:02,588 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-06 09:58:02,704 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-06 09:58:02,824 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-06 09:58:02,945 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-06 09:58:03,071 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-06 09:58:03,198 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-06 09:58:03,321 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-06 09:58:03,444 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 09:58:03,568 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-06 09:58:03,692 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-06 09:58:03,817 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-06 09:58:03,936 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 09:58:04,060 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 09:58:04,189 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 09:58:04,310 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-06 09:58:04,431 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 09:58:04,549 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-06 09:58:04,675 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 09:58:04,803 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-06 09:58:04,926 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-06 09:58:05,049 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 09:58:05,173 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 09:58:05,293 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 09:58:05,414 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.759
2023-08-06 09:58:05,536 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-06 09:58:05,655 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 09:58:05,773 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.758
2023-08-06 09:58:05,897 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-06 09:58:06,026 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.759
2023-08-06 09:58:06,147 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.758
2023-08-06 09:58:06,269 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.758
2023-08-06 09:58:06,389 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-06 09:58:06,515 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-06 09:58:06,645 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-06 09:58:06,764 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-06 09:58:06,885 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-06 09:58:07,007 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-06 09:58:07,129 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-06 09:58:07,253 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-06 09:58:07,377 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-06 09:58:07,502 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 09:58:07,624 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-06 09:58:07,744 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-06 09:58:07,864 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.754
2023-08-06 09:58:07,984 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-06 09:58:08,104 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.750
2023-08-06 09:58:08,222 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.750
2023-08-06 09:58:08,343 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.749
2023-08-06 09:58:08,467 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.749
2023-08-06 09:58:08,587 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.749
2023-08-06 09:58:08,709 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.749
2023-08-06 09:58:08,830 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-06 09:58:08,949 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-06 09:58:09,069 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-06 09:58:09,192 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-06 09:58:09,317 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.736
2023-08-06 09:58:09,441 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.737
2023-08-06 09:58:09,564 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.737
2023-08-06 09:58:09,683 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-06 09:58:09,805 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.736
2023-08-06 09:58:09,926 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-06 09:58:10,046 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-06 09:58:10,165 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-06 09:58:10,283 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-06 09:58:10,410 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-06 09:58:10,544 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-06 09:58:10,664 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-06 09:58:10,787 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-06 09:58:10,910 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-06 09:58:11,030 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-06 09:58:11,150 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-06 09:58:11,271 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-06 09:58:11,392 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-06 09:58:11,509 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-06 09:58:11,632 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.734
2023-08-06 09:58:11,758 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.733
2023-08-06 09:58:11,882 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-06 09:58:12,006 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.735
2023-08-06 09:58:12,129 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.737
2023-08-06 09:58:12,250 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.737
2023-08-06 09:58:12,375 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-06 09:58:12,497 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-06 09:58:12,617 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.736
2023-08-06 09:58:12,735 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.737
2023-08-06 09:58:12,861 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.737
2023-08-06 09:58:12,994 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.943, mIoU: 0.739
2023-08-06 09:58:13,115 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.740
2023-08-06 09:58:13,237 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.740
2023-08-06 09:58:13,356 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.739
2023-08-06 09:58:13,479 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.739
2023-08-06 09:58:13,605 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.739
2023-08-06 09:58:13,730 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.739
2023-08-06 09:58:13,853 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.738
2023-08-06 09:58:13,975 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.738
2023-08-06 09:58:14,095 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-06 09:58:14,217 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-06 09:58:14,340 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-06 09:58:14,460 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.732
2023-08-06 09:58:14,578 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-06 09:58:14,719 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-06 09:58:14,863 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-06 09:58:15,008 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.735
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2023-08-06 09:58:39,209 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 09:58:39,342 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 09:58:39,467 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 09:58:39,588 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 09:58:39,712 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 09:58:39,843 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 09:58:39,968 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 09:58:40,092 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 09:58:40,215 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 09:58:40,349 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 09:58:40,474 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 09:58:40,599 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 09:58:40,723 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:40,857 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:40,989 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:41,115 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:41,236 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:41,370 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:41,498 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:41,624 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:41,747 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:41,877 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:41,998 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:42,118 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:42,238 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 09:58:42,373 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:42,504 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:42,627 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 09:58:42,755 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 09:58:42,889 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 09:58:43,012 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 09:58:43,134 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 09:58:43,255 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 09:58:43,383 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:43,508 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:43,635 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:43,761 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:43,886 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:44,008 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:44,136 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:44,257 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:44,381 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:44,499 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:44,626 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:44,752 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:44,884 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 09:58:45,009 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-06 09:58:45,138 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 09:58:45,259 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 09:58:45,387 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 09:58:45,509 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 09:58:45,633 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 09:58:45,758 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 09:58:45,891 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 09:58:46,016 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 09:58:46,136 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 09:58:46,258 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 09:58:46,386 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 09:58:46,507 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 09:58:46,628 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 09:58:46,746 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 09:58:46,884 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 09:58:47,016 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 09:58:47,136 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 09:58:47,260 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 09:58:47,386 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 09:58:47,511 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 09:58:47,638 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 09:58:47,765 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 09:58:47,892 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 09:58:48,012 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 09:58:48,134 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 09:58:48,255 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 09:58:48,380 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 09:58:48,507 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 09:58:48,641 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 09:58:48,762 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 09:58:48,891 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 09:58:49,013 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 09:58:49,133 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 09:58:49,253 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 09:58:49,378 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 09:58:49,497 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:49,617 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:49,742 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:49,878 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:50,006 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:50,133 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:50,258 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:50,391 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:50,517 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:50,637 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 09:58:50,762 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 09:58:50,898 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:51,024 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 09:58:51,146 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 09:58:51,266 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 09:58:51,396 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 09:58:51,521 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:51,646 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:51,769 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:51,900 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:52,028 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:52,154 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:52,277 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:52,408 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:52,531 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:52,656 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:52,777 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:52,903 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:53,028 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:53,154 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:53,281 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:53,412 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:53,537 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:53,664 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:53,789 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:53,918 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:54,036 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 09:58:54,157 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:54,277 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:54,401 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:54,521 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:54,649 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:54,780 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:54,907 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:55,031 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:55,153 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:55,273 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:55,397 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:55,518 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:55,640 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:55,758 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:55,892 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:56,023 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:56,147 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:56,271 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:56,400 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:56,524 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:56,645 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:56,768 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:56,899 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:57,026 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:57,148 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:57,270 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:57,392 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:57,516 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:57,642 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:57,770 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:57,902 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:58,025 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 09:58:58,146 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:58,267 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:58,386 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:58,505 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:58,624 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:58,750 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:58,881 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:59,003 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 09:58:59,128 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 09:58:59,251 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 09:58:59,372 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 09:58:59,493 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 09:58:59,615 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 09:58:59,735 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 09:59:16,756 semantic_segmentation INFO: Iters: 97610/150000 || Lr: 0.007760 || Task Loss: 0.2331 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:01 || Estimated Time: 1 day, 0:35:28
2023-08-06 09:59:33,539 semantic_segmentation INFO: Iters: 97620/150000 || Lr: 0.007759 || Task Loss: 0.1827 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:18 || Estimated Time: 1 day, 0:35:11
2023-08-06 09:59:50,310 semantic_segmentation INFO: Iters: 97630/150000 || Lr: 0.007758 || Task Loss: 0.2953 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:34 || Estimated Time: 1 day, 0:34:54
2023-08-06 10:00:07,133 semantic_segmentation INFO: Iters: 97640/150000 || Lr: 0.007756 || Task Loss: 0.1855 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:51 || Estimated Time: 1 day, 0:34:37
2023-08-06 10:00:23,871 semantic_segmentation INFO: Iters: 97650/150000 || Lr: 0.007755 || Task Loss: 0.2677 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:50:08 || Estimated Time: 1 day, 0:34:20
2023-08-06 10:00:40,708 semantic_segmentation INFO: Iters: 97660/150000 || Lr: 0.007754 || Task Loss: 0.2782 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:50:25 || Estimated Time: 1 day, 0:34:03
2023-08-06 10:00:57,471 semantic_segmentation INFO: Iters: 97670/150000 || Lr: 0.007752 || Task Loss: 0.1563 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:50:42 || Estimated Time: 1 day, 0:33:46
2023-08-06 10:01:14,271 semantic_segmentation INFO: Iters: 97680/150000 || Lr: 0.007751 || Task Loss: 0.2997 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:50:58 || Estimated Time: 1 day, 0:33:29
2023-08-06 10:01:31,050 semantic_segmentation INFO: Iters: 97690/150000 || Lr: 0.007750 || Task Loss: 0.1661 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:51:15 || Estimated Time: 1 day, 0:33:12
2023-08-06 10:01:47,894 semantic_segmentation INFO: Iters: 97700/150000 || Lr: 0.007748 || Task Loss: 0.1684 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:32:55
2023-08-06 10:02:04,707 semantic_segmentation INFO: Iters: 97710/150000 || Lr: 0.007747 || Task Loss: 0.2059 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:51:49 || Estimated Time: 1 day, 0:32:38
2023-08-06 10:02:21,468 semantic_segmentation INFO: Iters: 97720/150000 || Lr: 0.007746 || Task Loss: 0.1875 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:52:06 || Estimated Time: 1 day, 0:32:21
2023-08-06 10:02:38,306 semantic_segmentation INFO: Iters: 97730/150000 || Lr: 0.007744 || Task Loss: 0.1879 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:52:22 || Estimated Time: 1 day, 0:32:04
2023-08-06 10:02:55,175 semantic_segmentation INFO: Iters: 97740/150000 || Lr: 0.007743 || Task Loss: 0.2706 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:52:39 || Estimated Time: 1 day, 0:31:47
2023-08-06 10:03:11,977 semantic_segmentation INFO: Iters: 97750/150000 || Lr: 0.007742 || Task Loss: 0.3230 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:52:56 || Estimated Time: 1 day, 0:31:30
2023-08-06 10:03:28,771 semantic_segmentation INFO: Iters: 97760/150000 || Lr: 0.007740 || Task Loss: 0.2441 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:53:13 || Estimated Time: 1 day, 0:31:14
2023-08-06 10:03:45,557 semantic_segmentation INFO: Iters: 97770/150000 || Lr: 0.007739 || Task Loss: 0.2679 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:53:30 || Estimated Time: 1 day, 0:30:57
2023-08-06 10:04:02,374 semantic_segmentation INFO: Iters: 97780/150000 || Lr: 0.007738 || Task Loss: 0.2290 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:53:46 || Estimated Time: 1 day, 0:30:40
2023-08-06 10:04:19,142 semantic_segmentation INFO: Iters: 97790/150000 || Lr: 0.007736 || Task Loss: 0.2715 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:54:03 || Estimated Time: 1 day, 0:30:23
2023-08-06 10:04:35,929 semantic_segmentation INFO: Iters: 97800/150000 || Lr: 0.007735 || Task Loss: 0.1872 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:54:20 || Estimated Time: 1 day, 0:30:06
2023-08-06 10:04:52,731 semantic_segmentation INFO: Iters: 97810/150000 || Lr: 0.007734 || Task Loss: 0.1788 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:54:37 || Estimated Time: 1 day, 0:29:49
2023-08-06 10:05:09,521 semantic_segmentation INFO: Iters: 97820/150000 || Lr: 0.007732 || Task Loss: 0.1776 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:54:54 || Estimated Time: 1 day, 0:29:32
2023-08-06 10:05:26,320 semantic_segmentation INFO: Iters: 97830/150000 || Lr: 0.007731 || Task Loss: 0.1362 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:55:10 || Estimated Time: 1 day, 0:29:15
2023-08-06 10:05:43,060 semantic_segmentation INFO: Iters: 97840/150000 || Lr: 0.007730 || Task Loss: 0.1567 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:55:27 || Estimated Time: 1 day, 0:28:58
2023-08-06 10:05:59,789 semantic_segmentation INFO: Iters: 97850/150000 || Lr: 0.007728 || Task Loss: 0.2809 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:55:44 || Estimated Time: 1 day, 0:28:41
2023-08-06 10:06:16,554 semantic_segmentation INFO: Iters: 97860/150000 || Lr: 0.007727 || Task Loss: 0.1728 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:56:01 || Estimated Time: 1 day, 0:28:24
2023-08-06 10:06:33,411 semantic_segmentation INFO: Iters: 97870/150000 || Lr: 0.007726 || Task Loss: 0.1829 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:56:17 || Estimated Time: 1 day, 0:28:07
2023-08-06 10:06:50,281 semantic_segmentation INFO: Iters: 97880/150000 || Lr: 0.007724 || Task Loss: 0.3169 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1 day, 0:27:50
2023-08-06 10:07:07,096 semantic_segmentation INFO: Iters: 97890/150000 || Lr: 0.007723 || Task Loss: 0.2020 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:56:51 || Estimated Time: 1 day, 0:27:33
2023-08-06 10:07:23,868 semantic_segmentation INFO: Iters: 97900/150000 || Lr: 0.007722 || Task Loss: 0.3931 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:57:08 || Estimated Time: 1 day, 0:27:16
2023-08-06 10:07:40,688 semantic_segmentation INFO: Iters: 97910/150000 || Lr: 0.007720 || Task Loss: 0.2414 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:57:25 || Estimated Time: 1 day, 0:26:59
2023-08-06 10:07:57,534 semantic_segmentation INFO: Iters: 97920/150000 || Lr: 0.007719 || Task Loss: 0.1851 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:57:42 || Estimated Time: 1 day, 0:26:42
2023-08-06 10:08:14,385 semantic_segmentation INFO: Iters: 97930/150000 || Lr: 0.007718 || Task Loss: 0.2181 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:57:58 || Estimated Time: 1 day, 0:26:25
2023-08-06 10:08:31,243 semantic_segmentation INFO: Iters: 97940/150000 || Lr: 0.007716 || Task Loss: 0.1913 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:58:15 || Estimated Time: 1 day, 0:26:08
2023-08-06 10:08:48,049 semantic_segmentation INFO: Iters: 97950/150000 || Lr: 0.007715 || Task Loss: 0.1765 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:58:32 || Estimated Time: 1 day, 0:25:52
2023-08-06 10:09:04,846 semantic_segmentation INFO: Iters: 97960/150000 || Lr: 0.007714 || Task Loss: 0.3078 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:58:49 || Estimated Time: 1 day, 0:25:35
2023-08-06 10:09:21,643 semantic_segmentation INFO: Iters: 97970/150000 || Lr: 0.007712 || Task Loss: 0.2483 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:59:06 || Estimated Time: 1 day, 0:25:18
2023-08-06 10:09:38,431 semantic_segmentation INFO: Iters: 97980/150000 || Lr: 0.007711 || Task Loss: 0.2096 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:59:22 || Estimated Time: 1 day, 0:25:01
2023-08-06 10:09:55,228 semantic_segmentation INFO: Iters: 97990/150000 || Lr: 0.007710 || Task Loss: 0.3282 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:59:39 || Estimated Time: 1 day, 0:24:44
2023-08-06 10:10:12,059 semantic_segmentation INFO: Iters: 98000/150000 || Lr: 0.007708 || Task Loss: 0.1574 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:59:56 || Estimated Time: 1 day, 0:24:27
2023-08-06 10:10:28,920 semantic_segmentation INFO: Iters: 98010/150000 || Lr: 0.007707 || Task Loss: 0.2076 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:00:13 || Estimated Time: 1 day, 0:24:10
2023-08-06 10:10:45,662 semantic_segmentation INFO: Iters: 98020/150000 || Lr: 0.007706 || Task Loss: 0.3414 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:00:30 || Estimated Time: 1 day, 0:23:53
2023-08-06 10:11:02,456 semantic_segmentation INFO: Iters: 98030/150000 || Lr: 0.007704 || Task Loss: 0.1897 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:00:46 || Estimated Time: 1 day, 0:23:36
2023-08-06 10:11:19,305 semantic_segmentation INFO: Iters: 98040/150000 || Lr: 0.007703 || Task Loss: 0.2287 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:01:03 || Estimated Time: 1 day, 0:23:19
2023-08-06 10:11:36,174 semantic_segmentation INFO: Iters: 98050/150000 || Lr: 0.007702 || Task Loss: 0.2064 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:01:20 || Estimated Time: 1 day, 0:23:02
2023-08-06 10:11:52,948 semantic_segmentation INFO: Iters: 98060/150000 || Lr: 0.007700 || Task Loss: 0.2169 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1 day, 0:22:45
2023-08-06 10:12:09,825 semantic_segmentation INFO: Iters: 98070/150000 || Lr: 0.007699 || Task Loss: 0.2204 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:01:54 || Estimated Time: 1 day, 0:22:28
2023-08-06 10:12:26,608 semantic_segmentation INFO: Iters: 98080/150000 || Lr: 0.007698 || Task Loss: 0.2166 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:02:11 || Estimated Time: 1 day, 0:22:11
2023-08-06 10:12:43,416 semantic_segmentation INFO: Iters: 98090/150000 || Lr: 0.007696 || Task Loss: 0.2535 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:02:27 || Estimated Time: 1 day, 0:21:54
2023-08-06 10:13:00,181 semantic_segmentation INFO: Iters: 98100/150000 || Lr: 0.007695 || Task Loss: 0.2391 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:02:44 || Estimated Time: 1 day, 0:21:37
2023-08-06 10:13:17,004 semantic_segmentation INFO: Iters: 98110/150000 || Lr: 0.007694 || Task Loss: 0.3066 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:03:01 || Estimated Time: 1 day, 0:21:20
2023-08-06 10:13:33,770 semantic_segmentation INFO: Iters: 98120/150000 || Lr: 0.007692 || Task Loss: 0.3253 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:03:18 || Estimated Time: 1 day, 0:21:03
2023-08-06 10:13:50,593 semantic_segmentation INFO: Iters: 98130/150000 || Lr: 0.007691 || Task Loss: 0.1345 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:03:35 || Estimated Time: 1 day, 0:20:47
2023-08-06 10:14:07,380 semantic_segmentation INFO: Iters: 98140/150000 || Lr: 0.007690 || Task Loss: 0.1510 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:03:51 || Estimated Time: 1 day, 0:20:30
2023-08-06 10:14:24,217 semantic_segmentation INFO: Iters: 98150/150000 || Lr: 0.007688 || Task Loss: 0.2065 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:04:08 || Estimated Time: 1 day, 0:20:13
2023-08-06 10:14:41,013 semantic_segmentation INFO: Iters: 98160/150000 || Lr: 0.007687 || Task Loss: 0.2292 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:04:25 || Estimated Time: 1 day, 0:19:56
2023-08-06 10:14:57,813 semantic_segmentation INFO: Iters: 98170/150000 || Lr: 0.007686 || Task Loss: 0.1746 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:04:42 || Estimated Time: 1 day, 0:19:39
2023-08-06 10:15:14,652 semantic_segmentation INFO: Iters: 98180/150000 || Lr: 0.007684 || Task Loss: 0.2290 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:04:59 || Estimated Time: 1 day, 0:19:22
2023-08-06 10:15:31,444 semantic_segmentation INFO: Iters: 98190/150000 || Lr: 0.007683 || Task Loss: 0.2212 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:05:15 || Estimated Time: 1 day, 0:19:05
2023-08-06 10:15:48,287 semantic_segmentation INFO: Iters: 98200/150000 || Lr: 0.007682 || Task Loss: 0.1837 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:05:32 || Estimated Time: 1 day, 0:18:48
2023-08-06 10:16:05,092 semantic_segmentation INFO: Iters: 98210/150000 || Lr: 0.007680 || Task Loss: 0.2516 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:05:49 || Estimated Time: 1 day, 0:18:31
2023-08-06 10:16:21,881 semantic_segmentation INFO: Iters: 98220/150000 || Lr: 0.007679 || Task Loss: 0.2234 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:06:06 || Estimated Time: 1 day, 0:18:14
2023-08-06 10:16:38,678 semantic_segmentation INFO: Iters: 98230/150000 || Lr: 0.007678 || Task Loss: 0.2129 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:06:23 || Estimated Time: 1 day, 0:17:57
2023-08-06 10:16:55,483 semantic_segmentation INFO: Iters: 98240/150000 || Lr: 0.007676 || Task Loss: 0.2992 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:06:40 || Estimated Time: 1 day, 0:17:40
2023-08-06 10:17:12,319 semantic_segmentation INFO: Iters: 98250/150000 || Lr: 0.007675 || Task Loss: 0.2295 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:06:56 || Estimated Time: 1 day, 0:17:23
2023-08-06 10:17:29,117 semantic_segmentation INFO: Iters: 98260/150000 || Lr: 0.007674 || Task Loss: 0.2363 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:07:13 || Estimated Time: 1 day, 0:17:06
2023-08-06 10:17:45,903 semantic_segmentation INFO: Iters: 98270/150000 || Lr: 0.007672 || Task Loss: 0.3914 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:07:30 || Estimated Time: 1 day, 0:16:49
2023-08-06 10:18:02,702 semantic_segmentation INFO: Iters: 98280/150000 || Lr: 0.007671 || Task Loss: 0.2158 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:07:47 || Estimated Time: 1 day, 0:16:32
2023-08-06 10:18:19,502 semantic_segmentation INFO: Iters: 98290/150000 || Lr: 0.007670 || Task Loss: 0.1713 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:08:04 || Estimated Time: 1 day, 0:16:15
2023-08-06 10:18:36,335 semantic_segmentation INFO: Iters: 98300/150000 || Lr: 0.007668 || Task Loss: 0.2298 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:08:20 || Estimated Time: 1 day, 0:15:58
2023-08-06 10:18:53,137 semantic_segmentation INFO: Iters: 98310/150000 || Lr: 0.007667 || Task Loss: 0.2254 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:08:37 || Estimated Time: 1 day, 0:15:42
2023-08-06 10:19:09,918 semantic_segmentation INFO: Iters: 98320/150000 || Lr: 0.007666 || Task Loss: 0.2230 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:08:54 || Estimated Time: 1 day, 0:15:25
2023-08-06 10:19:26,698 semantic_segmentation INFO: Iters: 98330/150000 || Lr: 0.007664 || Task Loss: 0.3790 || KD Loss: 0.1712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:09:11 || Estimated Time: 1 day, 0:15:08
2023-08-06 10:19:43,521 semantic_segmentation INFO: Iters: 98340/150000 || Lr: 0.007663 || Task Loss: 0.2520 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:09:28 || Estimated Time: 1 day, 0:14:51
2023-08-06 10:20:00,405 semantic_segmentation INFO: Iters: 98350/150000 || Lr: 0.007662 || Task Loss: 0.5322 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:09:44 || Estimated Time: 1 day, 0:14:34
2023-08-06 10:20:17,262 semantic_segmentation INFO: Iters: 98360/150000 || Lr: 0.007660 || Task Loss: 0.2399 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:10:01 || Estimated Time: 1 day, 0:14:17
2023-08-06 10:20:34,184 semantic_segmentation INFO: Iters: 98370/150000 || Lr: 0.007659 || Task Loss: 0.1802 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:10:18 || Estimated Time: 1 day, 0:14:00
2023-08-06 10:20:50,988 semantic_segmentation INFO: Iters: 98380/150000 || Lr: 0.007658 || Task Loss: 0.3112 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:10:35 || Estimated Time: 1 day, 0:13:43
2023-08-06 10:21:07,751 semantic_segmentation INFO: Iters: 98390/150000 || Lr: 0.007656 || Task Loss: 0.4647 || KD Loss: 0.1816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:10:52 || Estimated Time: 1 day, 0:13:26
2023-08-06 10:21:24,535 semantic_segmentation INFO: Iters: 98400/150000 || Lr: 0.007655 || Task Loss: 0.1454 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:11:09 || Estimated Time: 1 day, 0:13:09
2023-08-06 10:21:24,617 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 10:21:25,471 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.415
2023-08-06 10:21:25,593 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.500
2023-08-06 10:21:25,718 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.510
2023-08-06 10:21:25,844 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.535
2023-08-06 10:21:25,966 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.529
2023-08-06 10:21:26,086 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.532
2023-08-06 10:21:26,203 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.537
2023-08-06 10:21:26,329 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.583
2023-08-06 10:21:26,458 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.636
2023-08-06 10:21:26,579 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.690
2023-08-06 10:21:26,701 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.686
2023-08-06 10:21:26,819 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.721
2023-08-06 10:21:26,941 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.724
2023-08-06 10:21:27,066 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.709
2023-08-06 10:21:27,189 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.709
2023-08-06 10:21:27,312 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.705
2023-08-06 10:21:27,433 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.707
2023-08-06 10:21:27,554 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.713
2023-08-06 10:21:27,678 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.719
2023-08-06 10:21:27,801 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.726
2023-08-06 10:21:27,922 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.725
2023-08-06 10:21:28,040 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 10:21:28,167 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 10:21:28,301 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 10:21:28,421 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-06 10:21:28,541 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 10:21:28,659 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 10:21:28,781 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-06 10:21:28,905 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 10:21:29,027 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 10:21:29,150 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 10:21:29,271 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 10:21:29,393 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-06 10:21:29,518 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 10:21:29,639 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-06 10:21:29,761 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 10:21:29,883 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.733
2023-08-06 10:21:30,009 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.726
2023-08-06 10:21:30,140 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-06 10:21:30,258 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 10:21:30,376 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 10:21:30,495 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-06 10:21:30,612 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 10:21:30,729 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.725
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2023-08-06 10:22:18,107 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 10:22:18,226 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 10:22:18,354 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 10:22:18,489 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 10:22:18,613 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 10:22:18,741 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 10:22:18,863 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 10:22:18,984 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 10:22:19,103 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 10:22:19,222 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 10:22:19,341 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 10:22:19,459 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 10:22:19,586 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 10:22:19,718 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 10:22:19,842 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:19,967 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:20,090 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:20,210 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:20,331 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:20,450 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:20,570 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:20,688 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:20,818 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:20,952 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:21,072 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:21,194 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 10:22:21,314 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:21,436 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:21,558 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:21,679 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:21,796 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:21,914 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:22,041 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:22,175 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:22,297 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:22,422 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 10:22:22,546 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:22,666 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:22,785 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:22,903 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:23,022 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:23,139 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:23,258 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:23,378 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:23,504 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:23,629 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:23,756 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:23,877 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:24,000 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:24,126 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:24,251 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:24,372 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:24,499 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:24,631 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:24,755 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:24,881 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 10:22:25,002 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:25,123 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:25,245 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:25,367 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:25,488 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:25,607 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:25,733 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:25,865 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:25,988 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:26,113 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:26,235 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:26,357 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:26,478 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:26,598 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:26,716 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 10:22:43,661 semantic_segmentation INFO: Iters: 98410/150000 || Lr: 0.007654 || Task Loss: 0.2553 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:12:28 || Estimated Time: 1 day, 0:13:25
2023-08-06 10:23:00,492 semantic_segmentation INFO: Iters: 98420/150000 || Lr: 0.007652 || Task Loss: 0.4068 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:12:45 || Estimated Time: 1 day, 0:13:08
2023-08-06 10:23:17,492 semantic_segmentation INFO: Iters: 98430/150000 || Lr: 0.007651 || Task Loss: 0.2036 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:13:02 || Estimated Time: 1 day, 0:12:51
2023-08-06 10:23:34,571 semantic_segmentation INFO: Iters: 98440/150000 || Lr: 0.007650 || Task Loss: 0.1819 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:13:19 || Estimated Time: 1 day, 0:12:34
2023-08-06 10:23:51,487 semantic_segmentation INFO: Iters: 98450/150000 || Lr: 0.007648 || Task Loss: 0.2210 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:13:36 || Estimated Time: 1 day, 0:12:17
2023-08-06 10:24:08,330 semantic_segmentation INFO: Iters: 98460/150000 || Lr: 0.007647 || Task Loss: 0.2293 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:13:52 || Estimated Time: 1 day, 0:12:00
2023-08-06 10:24:25,077 semantic_segmentation INFO: Iters: 98470/150000 || Lr: 0.007646 || Task Loss: 0.1895 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:14:09 || Estimated Time: 1 day, 0:11:43
2023-08-06 10:24:41,820 semantic_segmentation INFO: Iters: 98480/150000 || Lr: 0.007644 || Task Loss: 0.2504 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:14:26 || Estimated Time: 1 day, 0:11:26
2023-08-06 10:24:58,622 semantic_segmentation INFO: Iters: 98490/150000 || Lr: 0.007643 || Task Loss: 0.1694 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:14:43 || Estimated Time: 1 day, 0:11:09
2023-08-06 10:25:15,401 semantic_segmentation INFO: Iters: 98500/150000 || Lr: 0.007642 || Task Loss: 0.2516 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:14:59 || Estimated Time: 1 day, 0:10:52
2023-08-06 10:25:32,201 semantic_segmentation INFO: Iters: 98510/150000 || Lr: 0.007640 || Task Loss: 0.2020 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:15:16 || Estimated Time: 1 day, 0:10:36
2023-08-06 10:25:49,046 semantic_segmentation INFO: Iters: 98520/150000 || Lr: 0.007639 || Task Loss: 0.2039 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:15:33 || Estimated Time: 1 day, 0:10:19
2023-08-06 10:26:05,863 semantic_segmentation INFO: Iters: 98530/150000 || Lr: 0.007638 || Task Loss: 0.5011 || KD Loss: 0.1901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:15:50 || Estimated Time: 1 day, 0:10:02
2023-08-06 10:26:22,670 semantic_segmentation INFO: Iters: 98540/150000 || Lr: 0.007636 || Task Loss: 0.1655 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1 day, 0:09:45
2023-08-06 10:26:39,513 semantic_segmentation INFO: Iters: 98550/150000 || Lr: 0.007635 || Task Loss: 0.2476 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:16:24 || Estimated Time: 1 day, 0:09:28
2023-08-06 10:26:56,314 semantic_segmentation INFO: Iters: 98560/150000 || Lr: 0.007634 || Task Loss: 0.3376 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:16:40 || Estimated Time: 1 day, 0:09:11
2023-08-06 10:27:13,164 semantic_segmentation INFO: Iters: 98570/150000 || Lr: 0.007632 || Task Loss: 0.1732 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:16:57 || Estimated Time: 1 day, 0:08:54
2023-08-06 10:27:29,940 semantic_segmentation INFO: Iters: 98580/150000 || Lr: 0.007631 || Task Loss: 0.1860 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:17:14 || Estimated Time: 1 day, 0:08:37
2023-08-06 10:27:46,687 semantic_segmentation INFO: Iters: 98590/150000 || Lr: 0.007630 || Task Loss: 0.2125 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:17:31 || Estimated Time: 1 day, 0:08:20
2023-08-06 10:28:03,421 semantic_segmentation INFO: Iters: 98600/150000 || Lr: 0.007628 || Task Loss: 0.1658 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:17:47 || Estimated Time: 1 day, 0:08:03
2023-08-06 10:28:20,211 semantic_segmentation INFO: Iters: 98610/150000 || Lr: 0.007627 || Task Loss: 0.3078 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:18:04 || Estimated Time: 1 day, 0:07:46
2023-08-06 10:28:36,993 semantic_segmentation INFO: Iters: 98620/150000 || Lr: 0.007626 || Task Loss: 0.2521 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:18:21 || Estimated Time: 1 day, 0:07:29
2023-08-06 10:28:53,778 semantic_segmentation INFO: Iters: 98630/150000 || Lr: 0.007624 || Task Loss: 0.2133 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:18:38 || Estimated Time: 1 day, 0:07:12
2023-08-06 10:29:10,550 semantic_segmentation INFO: Iters: 98640/150000 || Lr: 0.007623 || Task Loss: 0.2003 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:18:55 || Estimated Time: 1 day, 0:06:55
2023-08-06 10:29:27,368 semantic_segmentation INFO: Iters: 98650/150000 || Lr: 0.007622 || Task Loss: 0.1628 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:19:11 || Estimated Time: 1 day, 0:06:38
2023-08-06 10:29:44,159 semantic_segmentation INFO: Iters: 98660/150000 || Lr: 0.007620 || Task Loss: 0.2033 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:19:28 || Estimated Time: 1 day, 0:06:21
2023-08-06 10:30:00,892 semantic_segmentation INFO: Iters: 98670/150000 || Lr: 0.007619 || Task Loss: 0.2145 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:19:45 || Estimated Time: 1 day, 0:06:04
2023-08-06 10:30:17,675 semantic_segmentation INFO: Iters: 98680/150000 || Lr: 0.007618 || Task Loss: 0.2101 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:20:02 || Estimated Time: 1 day, 0:05:47
2023-08-06 10:30:34,486 semantic_segmentation INFO: Iters: 98690/150000 || Lr: 0.007616 || Task Loss: 0.2211 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:20:19 || Estimated Time: 1 day, 0:05:30
2023-08-06 10:30:51,264 semantic_segmentation INFO: Iters: 98700/150000 || Lr: 0.007615 || Task Loss: 0.1950 || KD Loss: 0.1497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:20:35 || Estimated Time: 1 day, 0:05:13
2023-08-06 10:31:08,016 semantic_segmentation INFO: Iters: 98710/150000 || Lr: 0.007614 || Task Loss: 0.2411 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:20:52 || Estimated Time: 1 day, 0:04:56
2023-08-06 10:31:24,806 semantic_segmentation INFO: Iters: 98720/150000 || Lr: 0.007612 || Task Loss: 0.2022 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:21:09 || Estimated Time: 1 day, 0:04:39
2023-08-06 10:31:41,592 semantic_segmentation INFO: Iters: 98730/150000 || Lr: 0.007611 || Task Loss: 0.2612 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1 day, 0:04:22
2023-08-06 10:31:58,307 semantic_segmentation INFO: Iters: 98740/150000 || Lr: 0.007610 || Task Loss: 0.1419 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1 day, 0:04:05
2023-08-06 10:32:15,097 semantic_segmentation INFO: Iters: 98750/150000 || Lr: 0.007608 || Task Loss: 0.2168 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:21:59 || Estimated Time: 1 day, 0:03:48
2023-08-06 10:32:31,923 semantic_segmentation INFO: Iters: 98760/150000 || Lr: 0.007607 || Task Loss: 0.2332 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:22:16 || Estimated Time: 1 day, 0:03:31
2023-08-06 10:32:48,648 semantic_segmentation INFO: Iters: 98770/150000 || Lr: 0.007605 || Task Loss: 0.1998 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:22:33 || Estimated Time: 1 day, 0:03:14
2023-08-06 10:33:05,440 semantic_segmentation INFO: Iters: 98780/150000 || Lr: 0.007604 || Task Loss: 0.2377 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:22:49 || Estimated Time: 1 day, 0:02:57
2023-08-06 10:33:22,241 semantic_segmentation INFO: Iters: 98790/150000 || Lr: 0.007603 || Task Loss: 0.2133 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:06 || Estimated Time: 1 day, 0:02:41
2023-08-06 10:33:39,079 semantic_segmentation INFO: Iters: 98800/150000 || Lr: 0.007601 || Task Loss: 0.1521 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:23 || Estimated Time: 1 day, 0:02:24
2023-08-06 10:33:55,810 semantic_segmentation INFO: Iters: 98810/150000 || Lr: 0.007600 || Task Loss: 0.4094 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:40 || Estimated Time: 1 day, 0:02:07
2023-08-06 10:34:12,618 semantic_segmentation INFO: Iters: 98820/150000 || Lr: 0.007599 || Task Loss: 0.1624 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:57 || Estimated Time: 1 day, 0:01:50
2023-08-06 10:34:29,389 semantic_segmentation INFO: Iters: 98830/150000 || Lr: 0.007597 || Task Loss: 0.1203 || KD Loss: 0.0258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:24:13 || Estimated Time: 1 day, 0:01:33
2023-08-06 10:34:46,178 semantic_segmentation INFO: Iters: 98840/150000 || Lr: 0.007596 || Task Loss: 0.1733 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:24:30 || Estimated Time: 1 day, 0:01:16
2023-08-06 10:35:02,972 semantic_segmentation INFO: Iters: 98850/150000 || Lr: 0.007595 || Task Loss: 0.3009 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:24:47 || Estimated Time: 1 day, 0:00:59
2023-08-06 10:35:19,805 semantic_segmentation INFO: Iters: 98860/150000 || Lr: 0.007593 || Task Loss: 0.2644 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:25:04 || Estimated Time: 1 day, 0:00:42
2023-08-06 10:35:36,568 semantic_segmentation INFO: Iters: 98870/150000 || Lr: 0.007592 || Task Loss: 0.1797 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:25:21 || Estimated Time: 1 day, 0:00:25
2023-08-06 10:35:53,303 semantic_segmentation INFO: Iters: 98880/150000 || Lr: 0.007591 || Task Loss: 0.4568 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:25:37 || Estimated Time: 1 day, 0:00:08
2023-08-06 10:36:10,090 semantic_segmentation INFO: Iters: 98890/150000 || Lr: 0.007589 || Task Loss: 0.3167 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:25:54 || Estimated Time: 23:59:51
2023-08-06 10:36:26,938 semantic_segmentation INFO: Iters: 98900/150000 || Lr: 0.007588 || Task Loss: 0.2302 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:26:11 || Estimated Time: 23:59:34
2023-08-06 10:36:43,654 semantic_segmentation INFO: Iters: 98910/150000 || Lr: 0.007587 || Task Loss: 0.3534 || KD Loss: 0.1478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:26:28 || Estimated Time: 23:59:17
2023-08-06 10:37:00,530 semantic_segmentation INFO: Iters: 98920/150000 || Lr: 0.007585 || Task Loss: 0.5568 || KD Loss: 0.2895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:59:00
2023-08-06 10:37:17,271 semantic_segmentation INFO: Iters: 98930/150000 || Lr: 0.007584 || Task Loss: 0.2827 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:58:43
2023-08-06 10:37:34,135 semantic_segmentation INFO: Iters: 98940/150000 || Lr: 0.007583 || Task Loss: 0.3135 || KD Loss: 0.1328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:27:18 || Estimated Time: 23:58:26
2023-08-06 10:37:50,920 semantic_segmentation INFO: Iters: 98950/150000 || Lr: 0.007581 || Task Loss: 0.2330 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:27:35 || Estimated Time: 23:58:09
2023-08-06 10:38:07,704 semantic_segmentation INFO: Iters: 98960/150000 || Lr: 0.007580 || Task Loss: 0.1276 || KD Loss: 0.1592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:27:52 || Estimated Time: 23:57:52
2023-08-06 10:38:24,517 semantic_segmentation INFO: Iters: 98970/150000 || Lr: 0.007579 || Task Loss: 0.2542 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:28:09 || Estimated Time: 23:57:35
2023-08-06 10:38:41,309 semantic_segmentation INFO: Iters: 98980/150000 || Lr: 0.007577 || Task Loss: 0.1952 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:28:25 || Estimated Time: 23:57:18
2023-08-06 10:38:58,102 semantic_segmentation INFO: Iters: 98990/150000 || Lr: 0.007576 || Task Loss: 0.1609 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:28:42 || Estimated Time: 23:57:01
2023-08-06 10:39:15,009 semantic_segmentation INFO: Iters: 99000/150000 || Lr: 0.007575 || Task Loss: 0.3805 || KD Loss: 0.1253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:28:59 || Estimated Time: 23:56:44
2023-08-06 10:39:31,873 semantic_segmentation INFO: Iters: 99010/150000 || Lr: 0.007573 || Task Loss: 0.2198 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:29:16 || Estimated Time: 23:56:27
2023-08-06 10:39:48,746 semantic_segmentation INFO: Iters: 99020/150000 || Lr: 0.007572 || Task Loss: 0.3455 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:29:33 || Estimated Time: 23:56:11
2023-08-06 10:40:05,683 semantic_segmentation INFO: Iters: 99030/150000 || Lr: 0.007571 || Task Loss: 0.3208 || KD Loss: 0.1884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:29:50 || Estimated Time: 23:55:54
2023-08-06 10:40:22,539 semantic_segmentation INFO: Iters: 99040/150000 || Lr: 0.007569 || Task Loss: 0.3249 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:30:07 || Estimated Time: 23:55:37
2023-08-06 10:40:39,386 semantic_segmentation INFO: Iters: 99050/150000 || Lr: 0.007568 || Task Loss: 0.2765 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:30:23 || Estimated Time: 23:55:20
2023-08-06 10:40:56,270 semantic_segmentation INFO: Iters: 99060/150000 || Lr: 0.007567 || Task Loss: 0.2909 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:30:40 || Estimated Time: 23:55:03
2023-08-06 10:41:13,060 semantic_segmentation INFO: Iters: 99070/150000 || Lr: 0.007565 || Task Loss: 0.4345 || KD Loss: 0.2503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:30:57 || Estimated Time: 23:54:46
2023-08-06 10:41:29,950 semantic_segmentation INFO: Iters: 99080/150000 || Lr: 0.007564 || Task Loss: 0.2064 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:31:14 || Estimated Time: 23:54:29
2023-08-06 10:41:46,778 semantic_segmentation INFO: Iters: 99090/150000 || Lr: 0.007563 || Task Loss: 0.2742 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:31:31 || Estimated Time: 23:54:12
2023-08-06 10:42:03,662 semantic_segmentation INFO: Iters: 99100/150000 || Lr: 0.007561 || Task Loss: 0.2306 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:31:48 || Estimated Time: 23:53:55
2023-08-06 10:42:20,565 semantic_segmentation INFO: Iters: 99110/150000 || Lr: 0.007560 || Task Loss: 0.4119 || KD Loss: 0.1613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0761|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:53:38
2023-08-06 10:42:37,429 semantic_segmentation INFO: Iters: 99120/150000 || Lr: 0.007559 || Task Loss: 0.4787 || KD Loss: 0.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:53:21
2023-08-06 10:42:54,239 semantic_segmentation INFO: Iters: 99130/150000 || Lr: 0.007557 || Task Loss: 0.2763 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:32:38 || Estimated Time: 23:53:04
2023-08-06 10:43:11,075 semantic_segmentation INFO: Iters: 99140/150000 || Lr: 0.007556 || Task Loss: 0.3827 || KD Loss: 0.1588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:32:55 || Estimated Time: 23:52:48
2023-08-06 10:43:27,873 semantic_segmentation INFO: Iters: 99150/150000 || Lr: 0.007555 || Task Loss: 0.6624 || KD Loss: 0.3250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:33:12 || Estimated Time: 23:52:31
2023-08-06 10:43:44,816 semantic_segmentation INFO: Iters: 99160/150000 || Lr: 0.007553 || Task Loss: 0.2566 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:33:29 || Estimated Time: 23:52:14
2023-08-06 10:44:01,667 semantic_segmentation INFO: Iters: 99170/150000 || Lr: 0.007552 || Task Loss: 0.3110 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:33:46 || Estimated Time: 23:51:57
2023-08-06 10:44:18,546 semantic_segmentation INFO: Iters: 99180/150000 || Lr: 0.007551 || Task Loss: 0.3486 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:34:03 || Estimated Time: 23:51:40
2023-08-06 10:44:35,403 semantic_segmentation INFO: Iters: 99190/150000 || Lr: 0.007549 || Task Loss: 0.2208 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:34:19 || Estimated Time: 23:51:23
2023-08-06 10:44:52,262 semantic_segmentation INFO: Iters: 99200/150000 || Lr: 0.007548 || Task Loss: 0.4050 || KD Loss: 0.2790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:51:06
2023-08-06 10:44:52,342 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 10:44:53,162 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.404
2023-08-06 10:44:53,295 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.489
2023-08-06 10:44:53,419 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.492
2023-08-06 10:44:53,543 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.518
2023-08-06 10:44:53,668 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.512
2023-08-06 10:44:53,791 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.517
2023-08-06 10:44:53,912 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.510
2023-08-06 10:44:54,034 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.547
2023-08-06 10:44:54,158 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.595
2023-08-06 10:44:54,285 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.640
2023-08-06 10:44:54,411 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.648
2023-08-06 10:44:54,536 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.667
2023-08-06 10:44:54,658 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.670
2023-08-06 10:44:54,778 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.657
2023-08-06 10:44:54,898 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.661
2023-08-06 10:44:55,019 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.655
2023-08-06 10:44:55,139 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.662
2023-08-06 10:44:55,258 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.664
2023-08-06 10:44:55,386 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.674
2023-08-06 10:44:55,518 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.680
2023-08-06 10:44:55,639 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.681
2023-08-06 10:44:55,765 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.645
2023-08-06 10:44:55,888 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.647
2023-08-06 10:44:56,008 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.654
2023-08-06 10:44:56,128 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.670
2023-08-06 10:44:56,249 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.673
2023-08-06 10:44:56,369 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.664
2023-08-06 10:44:56,488 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.660
2023-08-06 10:44:56,614 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.666
2023-08-06 10:44:56,743 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-06 10:44:56,869 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-06 10:44:56,994 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.679
2023-08-06 10:44:57,116 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-06 10:44:57,236 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-06 10:44:57,355 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-06 10:44:57,473 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.682
2023-08-06 10:44:57,590 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:44:57,708 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:44:57,832 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-06 10:44:57,962 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.681
2023-08-06 10:44:58,082 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-06 10:44:58,203 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-06 10:44:58,323 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.676
2023-08-06 10:44:58,450 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.678
2023-08-06 10:44:58,584 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-06 10:44:58,705 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.676
2023-08-06 10:44:58,825 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-06 10:44:58,943 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.675
2023-08-06 10:44:59,067 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.677
2023-08-06 10:44:59,194 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.679
2023-08-06 10:44:59,319 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.680
2023-08-06 10:44:59,443 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-06 10:44:59,563 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.689
2023-08-06 10:44:59,683 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.692
2023-08-06 10:44:59,804 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-06 10:44:59,923 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-06 10:45:00,041 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.691
2023-08-06 10:45:00,160 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-06 10:45:00,283 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.700
2023-08-06 10:45:00,408 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-06 10:45:00,531 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.701
2023-08-06 10:45:00,656 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.703
2023-08-06 10:45:00,777 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.702
2023-08-06 10:45:00,903 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-06 10:45:01,034 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 10:45:01,154 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 10:45:01,273 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 10:45:01,392 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-06 10:45:01,513 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.708
2023-08-06 10:45:01,636 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 10:45:01,759 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 10:45:01,883 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 10:45:02,007 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 10:45:02,129 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.946, mIoU: 0.707
2023-08-06 10:45:02,253 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 10:45:02,377 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 10:45:02,499 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 10:45:02,619 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 10:45:02,745 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 10:45:02,876 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 10:45:02,996 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 10:45:03,115 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 10:45:03,234 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 10:45:03,352 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.708
2023-08-06 10:45:03,470 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-06 10:45:03,593 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-06 10:45:03,719 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-06 10:45:03,844 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-06 10:45:03,967 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.699
2023-08-06 10:45:04,090 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.698
2023-08-06 10:45:04,212 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.700
2023-08-06 10:45:04,335 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-06 10:45:04,457 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.690
2023-08-06 10:45:04,581 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-06 10:45:04,706 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-06 10:45:04,826 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-06 10:45:04,946 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.943, mIoU: 0.691
2023-08-06 10:45:05,067 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-06 10:45:05,190 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-06 10:45:05,316 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.690
2023-08-06 10:45:05,435 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-06 10:45:05,555 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-06 10:45:05,675 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-06 10:45:05,794 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-06 10:45:05,914 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-06 10:45:06,037 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-06 10:45:06,165 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.688
2023-08-06 10:45:06,290 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.942, mIoU: 0.688
2023-08-06 10:45:06,414 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.942, mIoU: 0.688
2023-08-06 10:45:06,534 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.687
2023-08-06 10:45:06,655 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.687
2023-08-06 10:45:06,774 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.687
2023-08-06 10:45:06,892 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.687
2023-08-06 10:45:07,009 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.687
2023-08-06 10:45:07,126 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.686
2023-08-06 10:45:07,253 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.686
2023-08-06 10:45:07,386 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 10:45:07,506 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 10:45:07,628 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-06 10:45:07,748 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.692
2023-08-06 10:45:07,871 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-06 10:45:07,998 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-06 10:45:08,124 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.691
2023-08-06 10:45:08,249 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.941, mIoU: 0.694
2023-08-06 10:45:08,371 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-06 10:45:08,490 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.694
2023-08-06 10:45:08,610 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-06 10:45:08,730 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.693
2023-08-06 10:45:08,849 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-06 10:45:08,966 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-06 10:45:09,090 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-06 10:45:09,218 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-06 10:45:09,340 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.692
2023-08-06 10:45:09,462 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.942, mIoU: 0.691
2023-08-06 10:45:09,583 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 10:45:09,703 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.689
2023-08-06 10:45:09,824 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.942, mIoU: 0.689
2023-08-06 10:45:09,949 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.942, mIoU: 0.689
2023-08-06 10:45:10,076 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.941, mIoU: 0.688
2023-08-06 10:45:10,201 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 10:45:10,322 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-06 10:45:10,445 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.941, mIoU: 0.690
2023-08-06 10:45:10,569 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 10:45:10,693 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 10:45:10,816 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.941, mIoU: 0.688
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2023-08-06 10:45:34,931 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.938, mIoU: 0.670
2023-08-06 10:45:35,055 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.938, mIoU: 0.671
2023-08-06 10:45:35,180 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-06 10:45:35,308 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.939, mIoU: 0.670
2023-08-06 10:45:35,438 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-06 10:45:35,562 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-06 10:45:35,687 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-06 10:45:35,809 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-06 10:45:35,935 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-06 10:45:36,062 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-06 10:45:36,189 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-06 10:45:36,316 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.939, mIoU: 0.671
2023-08-06 10:45:36,436 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-06 10:45:36,558 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-06 10:45:36,682 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-06 10:45:36,803 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-06 10:45:36,924 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-06 10:45:37,044 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.939, mIoU: 0.672
2023-08-06 10:45:37,170 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 10:45:37,298 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-06 10:45:37,425 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 10:45:37,550 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 10:45:37,674 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 10:45:37,794 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 10:45:37,913 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-06 10:45:38,033 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-06 10:45:38,151 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 10:45:38,269 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 10:45:38,395 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 10:45:38,527 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-06 10:45:38,649 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.940, mIoU: 0.673
2023-08-06 10:45:38,773 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 10:45:38,895 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 10:45:39,016 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 10:45:39,135 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 10:45:39,254 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 10:45:39,372 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 10:45:39,490 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 10:45:39,619 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-06 10:45:39,752 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-06 10:45:39,874 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-06 10:45:39,998 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-06 10:45:40,119 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-06 10:45:40,240 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-06 10:45:40,362 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.941, mIoU: 0.674
2023-08-06 10:45:40,484 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-06 10:45:40,605 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.941, mIoU: 0.675
2023-08-06 10:45:40,723 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-06 10:45:40,850 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-06 10:45:40,983 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-06 10:45:41,104 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-06 10:45:41,229 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:41,352 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:41,471 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:41,592 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:41,714 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:41,835 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:41,955 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:42,080 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:42,210 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:42,334 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 10:45:42,458 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-06 10:45:42,581 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-06 10:45:42,700 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-06 10:45:42,819 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-06 10:45:42,939 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:43,059 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:43,176 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:43,304 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:43,436 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:43,559 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:43,684 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:43,809 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:43,929 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:44,049 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:44,171 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:44,293 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 10:45:44,413 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:44,536 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:44,666 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:44,790 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:44,914 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:45,034 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:45,155 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:45,277 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:45,397 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:45,519 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:45,638 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:45,767 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:45,902 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:46,025 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:46,153 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:46,280 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:46,400 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:46,518 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 10:45:46,635 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.679
2023-08-06 10:45:46,752 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.679
2023-08-06 10:45:46,870 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:46,998 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:47,132 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:47,254 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:47,380 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:47,504 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:47,625 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:47,747 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:47,868 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:47,988 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:48,108 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:48,231 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:48,356 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:48,481 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:48,604 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:48,722 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:48,844 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 10:45:48,971 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.681
2023-08-06 10:45:49,096 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.681
2023-08-06 10:45:49,218 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.681
2023-08-06 10:45:49,339 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.681
2023-08-06 10:45:49,461 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.681
2023-08-06 10:45:49,581 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-06 10:45:49,702 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-06 10:45:49,822 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-06 10:45:49,940 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-06 10:45:50,068 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-06 10:45:50,201 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-06 10:45:50,324 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.682
2023-08-06 10:45:50,451 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:50,575 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:50,695 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:50,814 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:50,932 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:51,051 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:51,169 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:51,297 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:51,427 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:51,551 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:51,677 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:51,802 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:51,922 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:52,041 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.683
2023-08-06 10:45:52,161 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.683
2023-08-06 10:45:52,279 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.683
2023-08-06 10:45:52,397 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.683
2023-08-06 10:45:52,527 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.683
2023-08-06 10:45:52,661 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.683
2023-08-06 10:45:52,783 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.683
2023-08-06 10:45:52,906 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:53,026 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:53,148 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:53,269 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:53,389 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:53,508 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:53,626 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:53,753 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:53,887 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:54,009 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:54,135 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:54,259 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:54,379 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 10:45:54,498 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.683
2023-08-06 10:46:11,504 semantic_segmentation INFO: Iters: 99210/150000 || Lr: 0.007547 || Task Loss: 0.1810 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:51:21
2023-08-06 10:46:28,308 semantic_segmentation INFO: Iters: 99220/150000 || Lr: 0.007545 || Task Loss: 0.1985 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:51:04
2023-08-06 10:46:45,113 semantic_segmentation INFO: Iters: 99230/150000 || Lr: 0.007544 || Task Loss: 0.4120 || KD Loss: 0.2181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:36:29 || Estimated Time: 23:50:47
2023-08-06 10:47:01,952 semantic_segmentation INFO: Iters: 99240/150000 || Lr: 0.007543 || Task Loss: 0.1993 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:36:46 || Estimated Time: 23:50:30
2023-08-06 10:47:18,786 semantic_segmentation INFO: Iters: 99250/150000 || Lr: 0.007541 || Task Loss: 0.1759 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:37:03 || Estimated Time: 23:50:13
2023-08-06 10:47:35,576 semantic_segmentation INFO: Iters: 99260/150000 || Lr: 0.007540 || Task Loss: 0.1261 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:37:20 || Estimated Time: 23:49:56
2023-08-06 10:47:52,360 semantic_segmentation INFO: Iters: 99270/150000 || Lr: 0.007539 || Task Loss: 0.2573 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:37:36 || Estimated Time: 23:49:39
2023-08-06 10:48:09,285 semantic_segmentation INFO: Iters: 99280/150000 || Lr: 0.007537 || Task Loss: 0.2309 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:37:53 || Estimated Time: 23:49:22
2023-08-06 10:48:26,286 semantic_segmentation INFO: Iters: 99290/150000 || Lr: 0.007536 || Task Loss: 0.1990 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:38:10 || Estimated Time: 23:49:05
2023-08-06 10:48:43,149 semantic_segmentation INFO: Iters: 99300/150000 || Lr: 0.007535 || Task Loss: 0.2832 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:38:27 || Estimated Time: 23:48:49
2023-08-06 10:49:00,016 semantic_segmentation INFO: Iters: 99310/150000 || Lr: 0.007533 || Task Loss: 0.2919 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:38:44 || Estimated Time: 23:48:32
2023-08-06 10:49:16,772 semantic_segmentation INFO: Iters: 99320/150000 || Lr: 0.007532 || Task Loss: 0.1740 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:39:01 || Estimated Time: 23:48:15
2023-08-06 10:49:33,584 semantic_segmentation INFO: Iters: 99330/150000 || Lr: 0.007531 || Task Loss: 0.2812 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:39:18 || Estimated Time: 23:47:58
2023-08-06 10:49:50,385 semantic_segmentation INFO: Iters: 99340/150000 || Lr: 0.007529 || Task Loss: 0.2749 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:39:34 || Estimated Time: 23:47:41
2023-08-06 10:50:07,185 semantic_segmentation INFO: Iters: 99350/150000 || Lr: 0.007528 || Task Loss: 0.2283 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:39:51 || Estimated Time: 23:47:24
2023-08-06 10:50:24,045 semantic_segmentation INFO: Iters: 99360/150000 || Lr: 0.007527 || Task Loss: 0.2324 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:40:08 || Estimated Time: 23:47:07
2023-08-06 10:50:40,967 semantic_segmentation INFO: Iters: 99370/150000 || Lr: 0.007525 || Task Loss: 0.1880 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:40:25 || Estimated Time: 23:46:50
2023-08-06 10:50:57,832 semantic_segmentation INFO: Iters: 99380/150000 || Lr: 0.007524 || Task Loss: 0.2331 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:40:42 || Estimated Time: 23:46:33
2023-08-06 10:51:14,696 semantic_segmentation INFO: Iters: 99390/150000 || Lr: 0.007523 || Task Loss: 0.2482 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:46:16
2023-08-06 10:51:31,561 semantic_segmentation INFO: Iters: 99400/150000 || Lr: 0.007521 || Task Loss: 0.2242 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:41:16 || Estimated Time: 23:45:59
2023-08-06 10:51:48,404 semantic_segmentation INFO: Iters: 99410/150000 || Lr: 0.007520 || Task Loss: 0.2100 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:41:32 || Estimated Time: 23:45:42
2023-08-06 10:52:05,271 semantic_segmentation INFO: Iters: 99420/150000 || Lr: 0.007519 || Task Loss: 0.2920 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:41:49 || Estimated Time: 23:45:25
2023-08-06 10:52:22,144 semantic_segmentation INFO: Iters: 99430/150000 || Lr: 0.007517 || Task Loss: 0.4034 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:42:06 || Estimated Time: 23:45:08
2023-08-06 10:52:38,948 semantic_segmentation INFO: Iters: 99440/150000 || Lr: 0.007516 || Task Loss: 0.2596 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:42:23 || Estimated Time: 23:44:51
2023-08-06 10:52:55,816 semantic_segmentation INFO: Iters: 99450/150000 || Lr: 0.007515 || Task Loss: 0.3583 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:42:40 || Estimated Time: 23:44:34
2023-08-06 10:53:12,650 semantic_segmentation INFO: Iters: 99460/150000 || Lr: 0.007513 || Task Loss: 0.4688 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:42:57 || Estimated Time: 23:44:17
2023-08-06 10:53:29,485 semantic_segmentation INFO: Iters: 99470/150000 || Lr: 0.007512 || Task Loss: 0.1069 || KD Loss: 0.0307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:43:14 || Estimated Time: 23:44:00
2023-08-06 10:53:46,336 semantic_segmentation INFO: Iters: 99480/150000 || Lr: 0.007511 || Task Loss: 0.2069 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:43:30 || Estimated Time: 23:43:44
2023-08-06 10:54:03,175 semantic_segmentation INFO: Iters: 99490/150000 || Lr: 0.007509 || Task Loss: 0.1114 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:43:47 || Estimated Time: 23:43:27
2023-08-06 10:54:19,978 semantic_segmentation INFO: Iters: 99500/150000 || Lr: 0.007508 || Task Loss: 0.1675 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:44:04 || Estimated Time: 23:43:10
2023-08-06 10:54:36,808 semantic_segmentation INFO: Iters: 99510/150000 || Lr: 0.007507 || Task Loss: 0.1731 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:44:21 || Estimated Time: 23:42:53
2023-08-06 10:54:53,635 semantic_segmentation INFO: Iters: 99520/150000 || Lr: 0.007505 || Task Loss: 0.2256 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:44:38 || Estimated Time: 23:42:36
2023-08-06 10:55:10,490 semantic_segmentation INFO: Iters: 99530/150000 || Lr: 0.007504 || Task Loss: 0.2558 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:44:55 || Estimated Time: 23:42:19
2023-08-06 10:55:27,353 semantic_segmentation INFO: Iters: 99540/150000 || Lr: 0.007503 || Task Loss: 0.2153 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:45:11 || Estimated Time: 23:42:02
2023-08-06 10:55:44,195 semantic_segmentation INFO: Iters: 99550/150000 || Lr: 0.007501 || Task Loss: 0.3457 || KD Loss: 0.1659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:45:28 || Estimated Time: 23:41:45
2023-08-06 10:56:01,065 semantic_segmentation INFO: Iters: 99560/150000 || Lr: 0.007500 || Task Loss: 0.2201 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:45:45 || Estimated Time: 23:41:28
2023-08-06 10:56:17,929 semantic_segmentation INFO: Iters: 99570/150000 || Lr: 0.007499 || Task Loss: 0.1608 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:41:11
2023-08-06 10:56:34,732 semantic_segmentation INFO: Iters: 99580/150000 || Lr: 0.007497 || Task Loss: 0.1772 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:46:19 || Estimated Time: 23:40:54
2023-08-06 10:56:51,461 semantic_segmentation INFO: Iters: 99590/150000 || Lr: 0.007496 || Task Loss: 0.2420 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:46:35 || Estimated Time: 23:40:37
2023-08-06 10:57:08,307 semantic_segmentation INFO: Iters: 99600/150000 || Lr: 0.007495 || Task Loss: 0.2546 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:46:52 || Estimated Time: 23:40:20
2023-08-06 10:57:25,065 semantic_segmentation INFO: Iters: 99610/150000 || Lr: 0.007493 || Task Loss: 0.1789 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:47:09 || Estimated Time: 23:40:03
2023-08-06 10:57:41,902 semantic_segmentation INFO: Iters: 99620/150000 || Lr: 0.007492 || Task Loss: 0.2380 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:47:26 || Estimated Time: 23:39:46
2023-08-06 10:57:58,743 semantic_segmentation INFO: Iters: 99630/150000 || Lr: 0.007490 || Task Loss: 0.2044 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:47:43 || Estimated Time: 23:39:29
2023-08-06 10:58:15,532 semantic_segmentation INFO: Iters: 99640/150000 || Lr: 0.007489 || Task Loss: 0.1673 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:48:00 || Estimated Time: 23:39:12
2023-08-06 10:58:32,274 semantic_segmentation INFO: Iters: 99650/150000 || Lr: 0.007488 || Task Loss: 0.2324 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:48:16 || Estimated Time: 23:38:55
2023-08-06 10:58:49,108 semantic_segmentation INFO: Iters: 99660/150000 || Lr: 0.007486 || Task Loss: 0.2757 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:48:33 || Estimated Time: 23:38:38
2023-08-06 10:59:05,924 semantic_segmentation INFO: Iters: 99670/150000 || Lr: 0.007485 || Task Loss: 0.2025 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:48:50 || Estimated Time: 23:38:21
2023-08-06 10:59:22,752 semantic_segmentation INFO: Iters: 99680/150000 || Lr: 0.007484 || Task Loss: 0.1554 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:49:07 || Estimated Time: 23:38:04
2023-08-06 10:59:39,503 semantic_segmentation INFO: Iters: 99690/150000 || Lr: 0.007482 || Task Loss: 0.1677 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:49:24 || Estimated Time: 23:37:48
2023-08-06 10:59:56,334 semantic_segmentation INFO: Iters: 99700/150000 || Lr: 0.007481 || Task Loss: 0.2285 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:49:40 || Estimated Time: 23:37:31
2023-08-06 11:00:13,175 semantic_segmentation INFO: Iters: 99710/150000 || Lr: 0.007480 || Task Loss: 0.3160 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:49:57 || Estimated Time: 23:37:14
2023-08-06 11:00:29,987 semantic_segmentation INFO: Iters: 99720/150000 || Lr: 0.007478 || Task Loss: 0.1443 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:50:14 || Estimated Time: 23:36:57
2023-08-06 11:00:46,777 semantic_segmentation INFO: Iters: 99730/150000 || Lr: 0.007477 || Task Loss: 0.2941 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:50:31 || Estimated Time: 23:36:40
2023-08-06 11:01:03,621 semantic_segmentation INFO: Iters: 99740/150000 || Lr: 0.007476 || Task Loss: 0.2096 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:50:48 || Estimated Time: 23:36:23
2023-08-06 11:01:20,440 semantic_segmentation INFO: Iters: 99750/150000 || Lr: 0.007474 || Task Loss: 0.2807 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:51:04 || Estimated Time: 23:36:06
2023-08-06 11:01:37,302 semantic_segmentation INFO: Iters: 99760/150000 || Lr: 0.007473 || Task Loss: 0.2139 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:35:49
2023-08-06 11:01:54,152 semantic_segmentation INFO: Iters: 99770/150000 || Lr: 0.007472 || Task Loss: 0.4510 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:51:38 || Estimated Time: 23:35:32
2023-08-06 11:02:11,002 semantic_segmentation INFO: Iters: 99780/150000 || Lr: 0.007470 || Task Loss: 0.3212 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:51:55 || Estimated Time: 23:35:15
2023-08-06 11:02:27,845 semantic_segmentation INFO: Iters: 99790/150000 || Lr: 0.007469 || Task Loss: 0.2090 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:52:12 || Estimated Time: 23:34:58
2023-08-06 11:02:44,684 semantic_segmentation INFO: Iters: 99800/150000 || Lr: 0.007468 || Task Loss: 0.1938 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:52:29 || Estimated Time: 23:34:41
2023-08-06 11:03:01,537 semantic_segmentation INFO: Iters: 99810/150000 || Lr: 0.007466 || Task Loss: 0.2427 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:52:46 || Estimated Time: 23:34:24
2023-08-06 11:03:18,376 semantic_segmentation INFO: Iters: 99820/150000 || Lr: 0.007465 || Task Loss: 0.2047 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:53:02 || Estimated Time: 23:34:07
2023-08-06 11:03:35,123 semantic_segmentation INFO: Iters: 99830/150000 || Lr: 0.007464 || Task Loss: 0.2754 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:53:19 || Estimated Time: 23:33:50
2023-08-06 11:03:52,024 semantic_segmentation INFO: Iters: 99840/150000 || Lr: 0.007462 || Task Loss: 0.1919 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:53:36 || Estimated Time: 23:33:33
2023-08-06 11:04:08,769 semantic_segmentation INFO: Iters: 99850/150000 || Lr: 0.007461 || Task Loss: 0.2223 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:53:53 || Estimated Time: 23:33:16
2023-08-06 11:04:25,594 semantic_segmentation INFO: Iters: 99860/150000 || Lr: 0.007460 || Task Loss: 0.1775 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:54:10 || Estimated Time: 23:32:59
2023-08-06 11:04:42,425 semantic_segmentation INFO: Iters: 99870/150000 || Lr: 0.007458 || Task Loss: 0.2017 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:54:26 || Estimated Time: 23:32:42
2023-08-06 11:04:59,257 semantic_segmentation INFO: Iters: 99880/150000 || Lr: 0.007457 || Task Loss: 0.1920 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:54:43 || Estimated Time: 23:32:25
2023-08-06 11:05:16,036 semantic_segmentation INFO: Iters: 99890/150000 || Lr: 0.007456 || Task Loss: 0.2151 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:55:00 || Estimated Time: 23:32:09
2023-08-06 11:05:32,876 semantic_segmentation INFO: Iters: 99900/150000 || Lr: 0.007454 || Task Loss: 0.1980 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:55:17 || Estimated Time: 23:31:52
2023-08-06 11:05:49,666 semantic_segmentation INFO: Iters: 99910/150000 || Lr: 0.007453 || Task Loss: 0.2662 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:55:34 || Estimated Time: 23:31:35
2023-08-06 11:06:06,469 semantic_segmentation INFO: Iters: 99920/150000 || Lr: 0.007452 || Task Loss: 0.1855 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:55:51 || Estimated Time: 23:31:18
2023-08-06 11:06:23,310 semantic_segmentation INFO: Iters: 99930/150000 || Lr: 0.007450 || Task Loss: 0.3058 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:56:07 || Estimated Time: 23:31:01
2023-08-06 11:06:40,119 semantic_segmentation INFO: Iters: 99940/150000 || Lr: 0.007449 || Task Loss: 0.1830 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:56:24 || Estimated Time: 23:30:44
2023-08-06 11:06:56,974 semantic_segmentation INFO: Iters: 99950/150000 || Lr: 0.007448 || Task Loss: 0.2636 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:56:41 || Estimated Time: 23:30:27
2023-08-06 11:07:13,843 semantic_segmentation INFO: Iters: 99960/150000 || Lr: 0.007446 || Task Loss: 0.1215 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:56:58 || Estimated Time: 23:30:10
2023-08-06 11:07:30,708 semantic_segmentation INFO: Iters: 99970/150000 || Lr: 0.007445 || Task Loss: 0.1674 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:57:15 || Estimated Time: 23:29:53
2023-08-06 11:07:47,504 semantic_segmentation INFO: Iters: 99980/150000 || Lr: 0.007444 || Task Loss: 0.2252 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:57:32 || Estimated Time: 23:29:36
2023-08-06 11:08:04,422 semantic_segmentation INFO: Iters: 99990/150000 || Lr: 0.007442 || Task Loss: 0.3482 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:57:48 || Estimated Time: 23:29:19
2023-08-06 11:08:21,241 semantic_segmentation INFO: Iters: 100000/150000 || Lr: 0.007441 || Task Loss: 0.1720 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:58:05 || Estimated Time: 23:29:02
2023-08-06 11:08:21,473 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 11:08:22,287 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.419
2023-08-06 11:08:22,416 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.513
2023-08-06 11:08:22,538 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.521
2023-08-06 11:08:22,655 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.545
2023-08-06 11:08:22,781 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.536
2023-08-06 11:08:22,909 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.538
2023-08-06 11:08:23,035 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.584
2023-08-06 11:08:23,157 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.622
2023-08-06 11:08:23,277 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.671
2023-08-06 11:08:23,400 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.723
2023-08-06 11:08:23,524 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.729
2023-08-06 11:08:23,646 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.733
2023-08-06 11:08:23,767 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.733
2023-08-06 11:08:23,886 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.732
2023-08-06 11:08:24,009 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.733
2023-08-06 11:08:24,133 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.724
2023-08-06 11:08:24,255 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.726
2023-08-06 11:08:24,374 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.729
2023-08-06 11:08:24,491 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.734
2023-08-06 11:08:24,618 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 11:08:24,752 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.740
2023-08-06 11:08:24,874 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 11:08:24,998 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 11:08:25,121 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 11:08:25,241 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 11:08:25,360 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 11:08:25,482 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 11:08:25,602 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 11:08:25,720 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 11:08:25,843 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-06 11:08:25,970 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.729
2023-08-06 11:08:26,094 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-06 11:08:26,219 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-06 11:08:26,342 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-06 11:08:26,461 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-06 11:08:26,580 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-06 11:08:26,702 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 11:08:26,822 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-06 11:08:26,938 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-06 11:08:27,062 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 11:08:27,192 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-06 11:08:27,313 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 11:08:27,434 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 11:08:27,553 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 11:08:27,682 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 11:08:27,815 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 11:08:27,935 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 11:08:28,055 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 11:08:28,173 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 11:08:28,297 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 11:08:28,425 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 11:08:28,548 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 11:08:28,672 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 11:08:28,798 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-06 11:08:28,917 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.729
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2023-08-06 11:09:17,308 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 11:09:17,434 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.713
2023-08-06 11:09:17,557 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 11:09:17,678 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 11:09:17,800 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 11:09:17,922 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 11:09:18,042 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 11:09:18,162 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 11:09:18,284 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 11:09:18,405 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 11:09:18,525 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 11:09:18,644 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 11:09:18,758 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 11:09:18,879 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 11:09:19,001 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.714
2023-08-06 11:09:19,128 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:19,256 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:19,380 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:19,501 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:19,622 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:19,743 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:19,864 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:19,983 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:20,108 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:20,238 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:20,362 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:20,485 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:20,603 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:20,729 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:20,858 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:20,982 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:21,107 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:21,229 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:21,349 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:21,470 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:21,590 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:21,710 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:21,828 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:21,953 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 11:09:22,083 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 11:09:22,207 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 11:09:22,331 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 11:09:22,452 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 11:09:22,574 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 11:09:22,696 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 11:09:22,821 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 11:09:22,946 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 11:09:23,068 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 11:09:23,190 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.716
2023-08-06 11:09:23,317 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.716
2023-08-06 11:09:23,441 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.716
2023-08-06 11:09:23,562 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.716
2023-08-06 11:09:23,679 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.716
2023-08-06 11:09:40,721 semantic_segmentation INFO: Iters: 100010/150000 || Lr: 0.007440 || Task Loss: 0.1729 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:59:25 || Estimated Time: 23:29:16
2023-08-06 11:09:57,483 semantic_segmentation INFO: Iters: 100020/150000 || Lr: 0.007438 || Task Loss: 0.1829 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:59:42 || Estimated Time: 23:28:59
2023-08-06 11:10:14,294 semantic_segmentation INFO: Iters: 100030/150000 || Lr: 0.007437 || Task Loss: 0.1459 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:59:58 || Estimated Time: 23:28:43
2023-08-06 11:10:31,071 semantic_segmentation INFO: Iters: 100040/150000 || Lr: 0.007436 || Task Loss: 0.1705 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:00:15 || Estimated Time: 23:28:26
2023-08-06 11:10:47,920 semantic_segmentation INFO: Iters: 100050/150000 || Lr: 0.007434 || Task Loss: 0.1814 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:28:09
2023-08-06 11:11:04,775 semantic_segmentation INFO: Iters: 100060/150000 || Lr: 0.007433 || Task Loss: 0.1969 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:00:49 || Estimated Time: 23:27:52
2023-08-06 11:11:21,574 semantic_segmentation INFO: Iters: 100070/150000 || Lr: 0.007432 || Task Loss: 0.2562 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:01:06 || Estimated Time: 23:27:35
2023-08-06 11:11:38,447 semantic_segmentation INFO: Iters: 100080/150000 || Lr: 0.007430 || Task Loss: 0.1513 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:01:22 || Estimated Time: 23:27:18
2023-08-06 11:11:55,295 semantic_segmentation INFO: Iters: 100090/150000 || Lr: 0.007429 || Task Loss: 0.2734 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:01:39 || Estimated Time: 23:27:01
2023-08-06 11:12:12,133 semantic_segmentation INFO: Iters: 100100/150000 || Lr: 0.007428 || Task Loss: 0.2203 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:01:56 || Estimated Time: 23:26:44
2023-08-06 11:12:29,017 semantic_segmentation INFO: Iters: 100110/150000 || Lr: 0.007426 || Task Loss: 0.2179 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:02:13 || Estimated Time: 23:26:27
2023-08-06 11:12:45,913 semantic_segmentation INFO: Iters: 100120/150000 || Lr: 0.007425 || Task Loss: 0.2483 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:02:30 || Estimated Time: 23:26:10
2023-08-06 11:13:02,890 semantic_segmentation INFO: Iters: 100130/150000 || Lr: 0.007424 || Task Loss: 0.1854 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:02:47 || Estimated Time: 23:25:53
2023-08-06 11:13:19,892 semantic_segmentation INFO: Iters: 100140/150000 || Lr: 0.007422 || Task Loss: 0.1533 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:03:04 || Estimated Time: 23:25:36
2023-08-06 11:13:36,721 semantic_segmentation INFO: Iters: 100150/150000 || Lr: 0.007421 || Task Loss: 0.1698 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:03:21 || Estimated Time: 23:25:19
2023-08-06 11:13:53,492 semantic_segmentation INFO: Iters: 100160/150000 || Lr: 0.007420 || Task Loss: 0.2866 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:03:38 || Estimated Time: 23:25:02
2023-08-06 11:14:10,273 semantic_segmentation INFO: Iters: 100170/150000 || Lr: 0.007418 || Task Loss: 0.2603 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:03:54 || Estimated Time: 23:24:45
2023-08-06 11:14:27,101 semantic_segmentation INFO: Iters: 100180/150000 || Lr: 0.007417 || Task Loss: 0.1752 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:04:11 || Estimated Time: 23:24:28
2023-08-06 11:14:43,911 semantic_segmentation INFO: Iters: 100190/150000 || Lr: 0.007416 || Task Loss: 0.1432 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:04:28 || Estimated Time: 23:24:11
2023-08-06 11:15:00,705 semantic_segmentation INFO: Iters: 100200/150000 || Lr: 0.007414 || Task Loss: 0.2746 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:04:45 || Estimated Time: 23:23:54
2023-08-06 11:15:17,536 semantic_segmentation INFO: Iters: 100210/150000 || Lr: 0.007413 || Task Loss: 0.2114 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:05:02 || Estimated Time: 23:23:37
2023-08-06 11:15:34,261 semantic_segmentation INFO: Iters: 100220/150000 || Lr: 0.007411 || Task Loss: 0.2741 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:05:18 || Estimated Time: 23:23:20
2023-08-06 11:15:51,034 semantic_segmentation INFO: Iters: 100230/150000 || Lr: 0.007410 || Task Loss: 0.1779 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:05:35 || Estimated Time: 23:23:03
2023-08-06 11:16:07,890 semantic_segmentation INFO: Iters: 100240/150000 || Lr: 0.007409 || Task Loss: 0.2800 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:22:47
2023-08-06 11:16:24,715 semantic_segmentation INFO: Iters: 100250/150000 || Lr: 0.007407 || Task Loss: 0.2560 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:06:09 || Estimated Time: 23:22:30
2023-08-06 11:16:41,545 semantic_segmentation INFO: Iters: 100260/150000 || Lr: 0.007406 || Task Loss: 0.1623 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:06:26 || Estimated Time: 23:22:13
2023-08-06 11:16:58,398 semantic_segmentation INFO: Iters: 100270/150000 || Lr: 0.007405 || Task Loss: 0.1626 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:06:42 || Estimated Time: 23:21:56
2023-08-06 11:17:15,201 semantic_segmentation INFO: Iters: 100280/150000 || Lr: 0.007403 || Task Loss: 0.2084 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:06:59 || Estimated Time: 23:21:39
2023-08-06 11:17:32,017 semantic_segmentation INFO: Iters: 100290/150000 || Lr: 0.007402 || Task Loss: 0.2250 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:07:16 || Estimated Time: 23:21:22
2023-08-06 11:17:48,833 semantic_segmentation INFO: Iters: 100300/150000 || Lr: 0.007401 || Task Loss: 0.1343 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:07:33 || Estimated Time: 23:21:05
2023-08-06 11:18:05,607 semantic_segmentation INFO: Iters: 100310/150000 || Lr: 0.007399 || Task Loss: 0.3322 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:07:50 || Estimated Time: 23:20:48
2023-08-06 11:18:22,378 semantic_segmentation INFO: Iters: 100320/150000 || Lr: 0.007398 || Task Loss: 0.1944 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:08:06 || Estimated Time: 23:20:31
2023-08-06 11:18:39,190 semantic_segmentation INFO: Iters: 100330/150000 || Lr: 0.007397 || Task Loss: 0.2569 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:08:23 || Estimated Time: 23:20:14
2023-08-06 11:18:56,091 semantic_segmentation INFO: Iters: 100340/150000 || Lr: 0.007395 || Task Loss: 0.1676 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:08:40 || Estimated Time: 23:19:57
2023-08-06 11:19:12,825 semantic_segmentation INFO: Iters: 100350/150000 || Lr: 0.007394 || Task Loss: 0.2793 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:08:57 || Estimated Time: 23:19:40
2023-08-06 11:19:29,608 semantic_segmentation INFO: Iters: 100360/150000 || Lr: 0.007393 || Task Loss: 0.1796 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:09:14 || Estimated Time: 23:19:23
2023-08-06 11:19:46,476 semantic_segmentation INFO: Iters: 100370/150000 || Lr: 0.007391 || Task Loss: 0.1903 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:09:31 || Estimated Time: 23:19:06
2023-08-06 11:20:03,287 semantic_segmentation INFO: Iters: 100380/150000 || Lr: 0.007390 || Task Loss: 0.1727 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:09:47 || Estimated Time: 23:18:49
2023-08-06 11:20:20,086 semantic_segmentation INFO: Iters: 100390/150000 || Lr: 0.007389 || Task Loss: 0.1715 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:10:04 || Estimated Time: 23:18:32
2023-08-06 11:20:36,926 semantic_segmentation INFO: Iters: 100400/150000 || Lr: 0.007387 || Task Loss: 0.2353 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:10:21 || Estimated Time: 23:18:15
2023-08-06 11:20:53,803 semantic_segmentation INFO: Iters: 100410/150000 || Lr: 0.007386 || Task Loss: 0.3929 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:10:38 || Estimated Time: 23:17:58
2023-08-06 11:21:10,649 semantic_segmentation INFO: Iters: 100420/150000 || Lr: 0.007385 || Task Loss: 0.1779 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:17:41
2023-08-06 11:21:27,455 semantic_segmentation INFO: Iters: 100430/150000 || Lr: 0.007383 || Task Loss: 0.1509 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:17:24
2023-08-06 11:21:44,308 semantic_segmentation INFO: Iters: 100440/150000 || Lr: 0.007382 || Task Loss: 0.2764 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:11:28 || Estimated Time: 23:17:07
2023-08-06 11:22:01,184 semantic_segmentation INFO: Iters: 100450/150000 || Lr: 0.007381 || Task Loss: 0.3499 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:11:45 || Estimated Time: 23:16:50
2023-08-06 11:22:17,925 semantic_segmentation INFO: Iters: 100460/150000 || Lr: 0.007379 || Task Loss: 0.1938 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:12:02 || Estimated Time: 23:16:33
2023-08-06 11:22:34,849 semantic_segmentation INFO: Iters: 100470/150000 || Lr: 0.007378 || Task Loss: 0.1347 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:12:19 || Estimated Time: 23:16:16
2023-08-06 11:22:51,693 semantic_segmentation INFO: Iters: 100480/150000 || Lr: 0.007377 || Task Loss: 0.2533 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:12:36 || Estimated Time: 23:15:59
2023-08-06 11:23:08,548 semantic_segmentation INFO: Iters: 100490/150000 || Lr: 0.007375 || Task Loss: 0.2453 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:12:53 || Estimated Time: 23:15:43
2023-08-06 11:23:25,383 semantic_segmentation INFO: Iters: 100500/150000 || Lr: 0.007374 || Task Loss: 0.2540 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:13:09 || Estimated Time: 23:15:26
2023-08-06 11:23:42,202 semantic_segmentation INFO: Iters: 100510/150000 || Lr: 0.007373 || Task Loss: 0.1907 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:13:26 || Estimated Time: 23:15:09
2023-08-06 11:23:59,018 semantic_segmentation INFO: Iters: 100520/150000 || Lr: 0.007371 || Task Loss: 0.1700 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:13:43 || Estimated Time: 23:14:52
2023-08-06 11:24:15,821 semantic_segmentation INFO: Iters: 100530/150000 || Lr: 0.007370 || Task Loss: 0.2179 || KD Loss: 0.1248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:00 || Estimated Time: 23:14:35
2023-08-06 11:24:32,651 semantic_segmentation INFO: Iters: 100540/150000 || Lr: 0.007369 || Task Loss: 0.1894 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:17 || Estimated Time: 23:14:18
2023-08-06 11:24:49,459 semantic_segmentation INFO: Iters: 100550/150000 || Lr: 0.007367 || Task Loss: 0.0837 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:33 || Estimated Time: 23:14:01
2023-08-06 11:25:06,287 semantic_segmentation INFO: Iters: 100560/150000 || Lr: 0.007366 || Task Loss: 0.4097 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:50 || Estimated Time: 23:13:44
2023-08-06 11:25:23,102 semantic_segmentation INFO: Iters: 100570/150000 || Lr: 0.007365 || Task Loss: 0.3648 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:15:07 || Estimated Time: 23:13:27
2023-08-06 11:25:39,962 semantic_segmentation INFO: Iters: 100580/150000 || Lr: 0.007363 || Task Loss: 0.2288 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:15:24 || Estimated Time: 23:13:10
2023-08-06 11:25:56,758 semantic_segmentation INFO: Iters: 100590/150000 || Lr: 0.007362 || Task Loss: 0.2009 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:15:41 || Estimated Time: 23:12:53
2023-08-06 11:26:13,618 semantic_segmentation INFO: Iters: 100600/150000 || Lr: 0.007361 || Task Loss: 0.1613 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:15:58 || Estimated Time: 23:12:36
2023-08-06 11:26:30,411 semantic_segmentation INFO: Iters: 100610/150000 || Lr: 0.007359 || Task Loss: 0.1726 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:16:14 || Estimated Time: 23:12:19
2023-08-06 11:26:47,268 semantic_segmentation INFO: Iters: 100620/150000 || Lr: 0.007358 || Task Loss: 0.1496 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:16:31 || Estimated Time: 23:12:02
2023-08-06 11:27:04,124 semantic_segmentation INFO: Iters: 100630/150000 || Lr: 0.007357 || Task Loss: 0.1692 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:16:48 || Estimated Time: 23:11:45
2023-08-06 11:27:20,939 semantic_segmentation INFO: Iters: 100640/150000 || Lr: 0.007355 || Task Loss: 0.8579 || KD Loss: 0.2580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:17:05 || Estimated Time: 23:11:28
2023-08-06 11:27:37,755 semantic_segmentation INFO: Iters: 100650/150000 || Lr: 0.007354 || Task Loss: 0.1753 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:17:22 || Estimated Time: 23:11:11
2023-08-06 11:27:54,641 semantic_segmentation INFO: Iters: 100660/150000 || Lr: 0.007352 || Task Loss: 0.2402 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:17:39 || Estimated Time: 23:10:54
2023-08-06 11:28:11,389 semantic_segmentation INFO: Iters: 100670/150000 || Lr: 0.007351 || Task Loss: 0.1454 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:17:55 || Estimated Time: 23:10:37
2023-08-06 11:28:28,216 semantic_segmentation INFO: Iters: 100680/150000 || Lr: 0.007350 || Task Loss: 0.2191 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:18:12 || Estimated Time: 23:10:20
2023-08-06 11:28:45,052 semantic_segmentation INFO: Iters: 100690/150000 || Lr: 0.007348 || Task Loss: 0.1529 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:18:29 || Estimated Time: 23:10:03
2023-08-06 11:29:01,898 semantic_segmentation INFO: Iters: 100700/150000 || Lr: 0.007347 || Task Loss: 0.4416 || KD Loss: 0.1737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:18:46 || Estimated Time: 23:09:46
2023-08-06 11:29:18,705 semantic_segmentation INFO: Iters: 100710/150000 || Lr: 0.007346 || Task Loss: 0.2036 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:19:03 || Estimated Time: 23:09:29
2023-08-06 11:29:35,578 semantic_segmentation INFO: Iters: 100720/150000 || Lr: 0.007344 || Task Loss: 0.2177 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:19:20 || Estimated Time: 23:09:13
2023-08-06 11:29:52,386 semantic_segmentation INFO: Iters: 100730/150000 || Lr: 0.007343 || Task Loss: 0.3002 || KD Loss: 0.1039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:19:36 || Estimated Time: 23:08:56
2023-08-06 11:30:09,266 semantic_segmentation INFO: Iters: 100740/150000 || Lr: 0.007342 || Task Loss: 0.2199 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:19:53 || Estimated Time: 23:08:39
2023-08-06 11:30:26,062 semantic_segmentation INFO: Iters: 100750/150000 || Lr: 0.007340 || Task Loss: 0.1419 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:20:10 || Estimated Time: 23:08:22
2023-08-06 11:30:42,872 semantic_segmentation INFO: Iters: 100760/150000 || Lr: 0.007339 || Task Loss: 0.2915 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:20:27 || Estimated Time: 23:08:05
2023-08-06 11:30:59,776 semantic_segmentation INFO: Iters: 100770/150000 || Lr: 0.007338 || Task Loss: 0.2276 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:20:44 || Estimated Time: 23:07:48
2023-08-06 11:31:16,637 semantic_segmentation INFO: Iters: 100780/150000 || Lr: 0.007336 || Task Loss: 0.2108 || KD Loss: 0.3310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:21:01 || Estimated Time: 23:07:31
2023-08-06 11:31:33,501 semantic_segmentation INFO: Iters: 100790/150000 || Lr: 0.007335 || Task Loss: 0.2284 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:07:14
2023-08-06 11:31:50,285 semantic_segmentation INFO: Iters: 100800/150000 || Lr: 0.007334 || Task Loss: 0.3027 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:06:57
2023-08-06 11:31:51,017 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 11:31:51,885 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.410
2023-08-06 11:31:52,010 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.500
2023-08-06 11:31:52,128 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.512
2023-08-06 11:31:52,245 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.536
2023-08-06 11:31:52,365 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.530
2023-08-06 11:31:52,483 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.532
2023-08-06 11:31:52,603 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.526
2023-08-06 11:31:52,725 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.558
2023-08-06 11:31:52,847 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.563
2023-08-06 11:31:52,967 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.594
2023-08-06 11:31:53,087 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.602
2023-08-06 11:31:53,210 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.645
2023-08-06 11:31:53,334 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.657
2023-08-06 11:31:53,458 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.647
2023-08-06 11:31:53,580 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.653
2023-08-06 11:31:53,699 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.645
2023-08-06 11:31:53,821 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.646
2023-08-06 11:31:53,947 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.650
2023-08-06 11:31:54,069 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.660
2023-08-06 11:31:54,191 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.667
2023-08-06 11:31:54,308 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.665
2023-08-06 11:31:54,431 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.662
2023-08-06 11:31:54,560 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.660
2023-08-06 11:31:54,680 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.667
2023-08-06 11:31:54,801 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.681
2023-08-06 11:31:54,919 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.684
2023-08-06 11:31:55,044 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.678
2023-08-06 11:31:55,174 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.675
2023-08-06 11:31:55,295 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.677
2023-08-06 11:31:55,416 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.696
2023-08-06 11:31:55,535 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.696
2023-08-06 11:31:55,658 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.694
2023-08-06 11:31:55,782 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.696
2023-08-06 11:31:55,907 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.695
2023-08-06 11:31:56,032 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.697
2023-08-06 11:31:56,154 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.696
2023-08-06 11:31:56,273 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-06 11:31:56,394 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.692
2023-08-06 11:31:56,515 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-06 11:31:56,635 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.691
2023-08-06 11:31:56,754 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.689
2023-08-06 11:31:56,877 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.689
2023-08-06 11:31:57,004 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.689
2023-08-06 11:31:57,126 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.690
2023-08-06 11:31:57,248 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-06 11:31:57,368 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.689
2023-08-06 11:31:57,488 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.689
2023-08-06 11:31:57,606 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.688
2023-08-06 11:31:57,731 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.690
2023-08-06 11:31:57,857 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.691
2023-08-06 11:31:57,982 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.691
2023-08-06 11:31:58,105 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-06 11:31:58,228 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-06 11:31:58,349 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.702
2023-08-06 11:31:58,470 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-06 11:31:58,592 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.703
2023-08-06 11:31:58,713 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.703
2023-08-06 11:31:58,836 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 11:31:58,956 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 11:31:59,076 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.707
2023-08-06 11:31:59,198 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 11:31:59,318 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-06 11:31:59,435 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-06 11:31:59,564 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-06 11:31:59,695 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 11:31:59,816 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 11:31:59,937 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-06 11:32:00,057 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.710
2023-08-06 11:32:00,178 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.709
2023-08-06 11:32:00,298 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.709
2023-08-06 11:32:00,419 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.709
2023-08-06 11:32:00,540 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-06 11:32:00,658 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 11:32:00,785 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 11:32:00,918 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-06 11:32:01,038 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.710
2023-08-06 11:32:01,161 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 11:32:01,284 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 11:32:01,402 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 11:32:01,520 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-06 11:32:01,638 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-06 11:32:01,757 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-06 11:32:01,874 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-06 11:32:02,000 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.709
2023-08-06 11:32:02,133 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.705
2023-08-06 11:32:02,255 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.705
2023-08-06 11:32:02,377 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.705
2023-08-06 11:32:02,497 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.705
2023-08-06 11:32:02,621 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.704
2023-08-06 11:32:02,747 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.703
2023-08-06 11:32:02,872 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.703
2023-08-06 11:32:02,995 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.702
2023-08-06 11:32:03,117 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-06 11:32:03,239 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-06 11:32:03,363 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.942, mIoU: 0.703
2023-08-06 11:32:03,484 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.703
2023-08-06 11:32:03,604 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-06 11:32:03,721 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-06 11:32:03,848 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.703
2023-08-06 11:32:03,981 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.704
2023-08-06 11:32:04,102 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.704
2023-08-06 11:32:04,223 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.702
2023-08-06 11:32:04,343 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-06 11:32:04,466 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-06 11:32:04,595 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.940, mIoU: 0.701
2023-08-06 11:32:04,719 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.701
2023-08-06 11:32:04,843 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.701
2023-08-06 11:32:04,965 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.702
2023-08-06 11:32:05,085 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.701
2023-08-06 11:32:05,207 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.700
2023-08-06 11:32:05,327 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.700
2023-08-06 11:32:05,445 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.700
2023-08-06 11:32:05,563 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.940, mIoU: 0.700
2023-08-06 11:32:05,687 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.699
2023-08-06 11:32:05,817 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.699
2023-08-06 11:32:05,939 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.698
2023-08-06 11:32:06,067 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-06 11:32:06,189 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-06 11:32:06,310 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-06 11:32:06,433 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-06 11:32:06,558 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.691
2023-08-06 11:32:06,683 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.690
2023-08-06 11:32:06,803 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.690
2023-08-06 11:32:06,924 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.693
2023-08-06 11:32:07,048 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.692
2023-08-06 11:32:07,170 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.688
2023-08-06 11:32:07,291 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-06 11:32:07,409 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-06 11:32:07,534 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-06 11:32:07,665 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-06 11:32:07,786 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-06 11:32:07,908 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.687
2023-08-06 11:32:08,029 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-06 11:32:08,153 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-06 11:32:08,278 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-06 11:32:08,403 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-06 11:32:08,526 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-06 11:32:08,646 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-06 11:32:08,766 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-06 11:32:08,890 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-06 11:32:09,014 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-06 11:32:09,138 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-06 11:32:09,257 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.685
2023-08-06 11:32:09,379 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.685
2023-08-06 11:32:09,506 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.686
2023-08-06 11:32:09,629 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-06 11:32:09,752 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-06 11:32:09,872 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-06 11:32:09,996 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-06 11:32:10,123 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-06 11:32:10,246 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-06 11:32:10,368 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-06 11:32:10,486 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-06 11:32:10,608 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-06 11:32:10,733 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.689
2023-08-06 11:32:10,859 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 11:32:10,984 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.941, mIoU: 0.689
2023-08-06 11:32:11,106 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-06 11:32:11,227 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-06 11:32:11,347 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.688
2023-08-06 11:32:11,468 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.687
2023-08-06 11:32:11,587 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-06 11:32:11,705 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.940, mIoU: 0.684
2023-08-06 11:32:11,828 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.940, mIoU: 0.684
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2023-08-06 11:32:35,885 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-06 11:32:36,009 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-06 11:32:36,137 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-06 11:32:36,264 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-06 11:32:36,389 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-06 11:32:36,509 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-06 11:32:36,636 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-06 11:32:36,764 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-06 11:32:36,888 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.938, mIoU: 0.667
2023-08-06 11:32:37,016 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.938, mIoU: 0.668
2023-08-06 11:32:37,142 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-06 11:32:37,266 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-06 11:32:37,390 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-06 11:32:37,511 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-06 11:32:37,636 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-06 11:32:37,766 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-06 11:32:37,889 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-06 11:32:38,012 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.939, mIoU: 0.668
2023-08-06 11:32:38,134 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-06 11:32:38,255 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-06 11:32:38,379 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-06 11:32:38,503 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.939, mIoU: 0.669
2023-08-06 11:32:38,626 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.939, mIoU: 0.670
2023-08-06 11:32:38,746 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-06 11:32:38,874 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-06 11:32:39,008 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.940, mIoU: 0.670
2023-08-06 11:32:39,129 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-06 11:32:39,252 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-06 11:32:39,374 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-06 11:32:39,494 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.940, mIoU: 0.671
2023-08-06 11:32:39,614 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 11:32:39,735 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 11:32:39,855 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 11:32:39,972 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 11:32:40,095 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.672
2023-08-06 11:32:40,220 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:40,347 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:40,473 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:40,595 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:40,716 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:40,838 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:40,958 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:41,081 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:41,200 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:41,329 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.672
2023-08-06 11:32:41,464 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 11:32:41,588 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 11:32:41,714 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.673
2023-08-06 11:32:41,836 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-06 11:32:41,958 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.942, mIoU: 0.673
2023-08-06 11:32:42,081 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-06 11:32:42,206 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-06 11:32:42,325 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-06 11:32:42,443 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-06 11:32:42,572 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-06 11:32:42,703 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-06 11:32:42,831 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-06 11:32:42,958 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.942, mIoU: 0.674
2023-08-06 11:32:43,084 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-06 11:32:43,211 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-06 11:32:43,337 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-06 11:32:43,461 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-06 11:32:43,585 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-06 11:32:43,711 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-06 11:32:43,833 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.942, mIoU: 0.675
2023-08-06 11:32:43,955 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-06 11:32:44,075 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-06 11:32:44,200 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:44,331 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-06 11:32:44,458 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.943, mIoU: 0.675
2023-08-06 11:32:44,584 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:44,708 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:44,831 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:44,955 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:45,076 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:45,195 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:45,313 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:45,438 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:45,564 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:45,690 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:45,816 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.676
2023-08-06 11:32:45,943 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-06 11:32:46,062 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-06 11:32:46,182 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-06 11:32:46,300 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-06 11:32:46,419 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-06 11:32:46,536 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-06 11:32:46,662 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.676
2023-08-06 11:32:46,791 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.677
2023-08-06 11:32:46,916 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.677
2023-08-06 11:32:47,042 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.944, mIoU: 0.677
2023-08-06 11:32:47,165 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.677
2023-08-06 11:32:47,286 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.677
2023-08-06 11:32:47,407 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.677
2023-08-06 11:32:47,527 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.677
2023-08-06 11:32:47,649 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.678
2023-08-06 11:32:47,768 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.678
2023-08-06 11:32:47,896 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.678
2023-08-06 11:32:48,023 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.678
2023-08-06 11:32:48,148 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.678
2023-08-06 11:32:48,268 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 11:32:48,387 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 11:32:48,510 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.679
2023-08-06 11:32:48,634 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.679
2023-08-06 11:32:48,756 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.679
2023-08-06 11:32:48,876 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.679
2023-08-06 11:32:48,993 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:49,119 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:49,250 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:49,374 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:49,499 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:49,621 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:49,742 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:49,863 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-06 11:32:49,984 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-06 11:32:50,103 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-06 11:32:50,224 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.680
2023-08-06 11:32:50,346 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:50,467 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:50,589 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:50,710 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:50,828 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:50,953 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:51,082 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:51,207 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:51,332 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:51,454 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 11:32:51,574 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-06 11:32:51,695 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-06 11:32:51,815 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-06 11:32:51,934 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-06 11:32:52,052 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-06 11:32:52,179 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-06 11:32:52,312 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.681
2023-08-06 11:32:52,432 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-06 11:32:52,555 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-06 11:32:52,678 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-06 11:32:52,798 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-06 11:32:52,920 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-06 11:32:53,042 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-06 11:32:53,164 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.682
2023-08-06 11:33:10,082 semantic_segmentation INFO: Iters: 100810/150000 || Lr: 0.007332 || Task Loss: 0.2470 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:22:54 || Estimated Time: 23:07:11
2023-08-06 11:33:26,882 semantic_segmentation INFO: Iters: 100820/150000 || Lr: 0.007331 || Task Loss: 0.2296 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:23:11 || Estimated Time: 23:06:54
2023-08-06 11:33:43,661 semantic_segmentation INFO: Iters: 100830/150000 || Lr: 0.007330 || Task Loss: 0.2512 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:23:28 || Estimated Time: 23:06:37
2023-08-06 11:34:00,482 semantic_segmentation INFO: Iters: 100840/150000 || Lr: 0.007328 || Task Loss: 0.2477 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:06:20
2023-08-06 11:34:17,362 semantic_segmentation INFO: Iters: 100850/150000 || Lr: 0.007327 || Task Loss: 0.2001 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:06:03
2023-08-06 11:34:34,156 semantic_segmentation INFO: Iters: 100860/150000 || Lr: 0.007326 || Task Loss: 0.2526 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:24:18 || Estimated Time: 23:05:46
2023-08-06 11:34:50,932 semantic_segmentation INFO: Iters: 100870/150000 || Lr: 0.007324 || Task Loss: 0.2313 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:24:35 || Estimated Time: 23:05:29
2023-08-06 11:35:07,767 semantic_segmentation INFO: Iters: 100880/150000 || Lr: 0.007323 || Task Loss: 0.1685 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:24:52 || Estimated Time: 23:05:12
2023-08-06 11:35:24,543 semantic_segmentation INFO: Iters: 100890/150000 || Lr: 0.007322 || Task Loss: 0.1870 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:25:09 || Estimated Time: 23:04:55
2023-08-06 11:35:41,404 semantic_segmentation INFO: Iters: 100900/150000 || Lr: 0.007320 || Task Loss: 0.1545 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:25:25 || Estimated Time: 23:04:38
2023-08-06 11:35:58,240 semantic_segmentation INFO: Iters: 100910/150000 || Lr: 0.007319 || Task Loss: 0.1682 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:25:42 || Estimated Time: 23:04:21
2023-08-06 11:36:15,091 semantic_segmentation INFO: Iters: 100920/150000 || Lr: 0.007318 || Task Loss: 0.1501 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:25:59 || Estimated Time: 23:04:04
2023-08-06 11:36:31,908 semantic_segmentation INFO: Iters: 100930/150000 || Lr: 0.007316 || Task Loss: 0.2185 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:26:16 || Estimated Time: 23:03:47
2023-08-06 11:36:48,712 semantic_segmentation INFO: Iters: 100940/150000 || Lr: 0.007315 || Task Loss: 0.1183 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:26:33 || Estimated Time: 23:03:30
2023-08-06 11:37:05,538 semantic_segmentation INFO: Iters: 100950/150000 || Lr: 0.007314 || Task Loss: 0.2510 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:26:50 || Estimated Time: 23:03:13
2023-08-06 11:37:22,337 semantic_segmentation INFO: Iters: 100960/150000 || Lr: 0.007312 || Task Loss: 0.1305 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:27:06 || Estimated Time: 23:02:56
2023-08-06 11:37:39,199 semantic_segmentation INFO: Iters: 100970/150000 || Lr: 0.007311 || Task Loss: 0.1415 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:27:23 || Estimated Time: 23:02:39
2023-08-06 11:37:56,257 semantic_segmentation INFO: Iters: 100980/150000 || Lr: 0.007310 || Task Loss: 0.1705 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:27:40 || Estimated Time: 23:02:22
2023-08-06 11:38:13,241 semantic_segmentation INFO: Iters: 100990/150000 || Lr: 0.007308 || Task Loss: 0.3480 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:27:57 || Estimated Time: 23:02:05
2023-08-06 11:38:30,026 semantic_segmentation INFO: Iters: 101000/150000 || Lr: 0.007307 || Task Loss: 0.2713 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:28:14 || Estimated Time: 23:01:48
2023-08-06 11:38:46,895 semantic_segmentation INFO: Iters: 101010/150000 || Lr: 0.007306 || Task Loss: 0.2332 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:28:31 || Estimated Time: 23:01:32
2023-08-06 11:39:03,756 semantic_segmentation INFO: Iters: 101020/150000 || Lr: 0.007304 || Task Loss: 0.2122 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:28:48 || Estimated Time: 23:01:15
2023-08-06 11:39:20,542 semantic_segmentation INFO: Iters: 101030/150000 || Lr: 0.007303 || Task Loss: 0.3602 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:29:05 || Estimated Time: 23:00:58
2023-08-06 11:39:37,385 semantic_segmentation INFO: Iters: 101040/150000 || Lr: 0.007302 || Task Loss: 0.2207 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:29:21 || Estimated Time: 23:00:41
2023-08-06 11:39:54,229 semantic_segmentation INFO: Iters: 101050/150000 || Lr: 0.007300 || Task Loss: 0.1815 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:29:38 || Estimated Time: 23:00:24
2023-08-06 11:40:11,100 semantic_segmentation INFO: Iters: 101060/150000 || Lr: 0.007299 || Task Loss: 0.1998 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:29:55 || Estimated Time: 23:00:07
2023-08-06 11:40:27,917 semantic_segmentation INFO: Iters: 101070/150000 || Lr: 0.007297 || Task Loss: 0.2706 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:30:12 || Estimated Time: 22:59:50
2023-08-06 11:40:44,730 semantic_segmentation INFO: Iters: 101080/150000 || Lr: 0.007296 || Task Loss: 0.1705 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:30:29 || Estimated Time: 22:59:33
2023-08-06 11:41:01,529 semantic_segmentation INFO: Iters: 101090/150000 || Lr: 0.007295 || Task Loss: 0.1753 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:30:46 || Estimated Time: 22:59:16
2023-08-06 11:41:18,316 semantic_segmentation INFO: Iters: 101100/150000 || Lr: 0.007293 || Task Loss: 0.1582 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:31:02 || Estimated Time: 22:58:59
2023-08-06 11:41:35,106 semantic_segmentation INFO: Iters: 101110/150000 || Lr: 0.007292 || Task Loss: 0.3725 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:31:19 || Estimated Time: 22:58:42
2023-08-06 11:41:51,961 semantic_segmentation INFO: Iters: 101120/150000 || Lr: 0.007291 || Task Loss: 0.1738 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:31:36 || Estimated Time: 22:58:25
2023-08-06 11:42:08,770 semantic_segmentation INFO: Iters: 101130/150000 || Lr: 0.007289 || Task Loss: 0.1442 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:31:53 || Estimated Time: 22:58:08
2023-08-06 11:42:25,592 semantic_segmentation INFO: Iters: 101140/150000 || Lr: 0.007288 || Task Loss: 0.2064 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:57:51
2023-08-06 11:42:42,469 semantic_segmentation INFO: Iters: 101150/150000 || Lr: 0.007287 || Task Loss: 0.2532 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:32:27 || Estimated Time: 22:57:34
2023-08-06 11:42:59,270 semantic_segmentation INFO: Iters: 101160/150000 || Lr: 0.007285 || Task Loss: 0.2041 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:57:17
2023-08-06 11:43:16,115 semantic_segmentation INFO: Iters: 101170/150000 || Lr: 0.007284 || Task Loss: 0.2985 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:33:00 || Estimated Time: 22:57:00
2023-08-06 11:43:32,967 semantic_segmentation INFO: Iters: 101180/150000 || Lr: 0.007283 || Task Loss: 0.2170 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:33:17 || Estimated Time: 22:56:43
2023-08-06 11:43:49,838 semantic_segmentation INFO: Iters: 101190/150000 || Lr: 0.007281 || Task Loss: 0.2523 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:33:34 || Estimated Time: 22:56:26
2023-08-06 11:44:06,715 semantic_segmentation INFO: Iters: 101200/150000 || Lr: 0.007280 || Task Loss: 0.1767 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:33:51 || Estimated Time: 22:56:09
2023-08-06 11:44:23,633 semantic_segmentation INFO: Iters: 101210/150000 || Lr: 0.007279 || Task Loss: 0.1726 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:34:08 || Estimated Time: 22:55:52
2023-08-06 11:44:40,425 semantic_segmentation INFO: Iters: 101220/150000 || Lr: 0.007277 || Task Loss: 0.2485 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:34:24 || Estimated Time: 22:55:35
2023-08-06 11:44:57,250 semantic_segmentation INFO: Iters: 101230/150000 || Lr: 0.007276 || Task Loss: 0.2241 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:34:41 || Estimated Time: 22:55:18
2023-08-06 11:45:14,168 semantic_segmentation INFO: Iters: 101240/150000 || Lr: 0.007275 || Task Loss: 0.3277 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:34:58 || Estimated Time: 22:55:01
2023-08-06 11:45:30,998 semantic_segmentation INFO: Iters: 101250/150000 || Lr: 0.007273 || Task Loss: 0.3400 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:35:15 || Estimated Time: 22:54:44
2023-08-06 11:45:47,817 semantic_segmentation INFO: Iters: 101260/150000 || Lr: 0.007272 || Task Loss: 0.1428 || KD Loss: 0.0263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:35:32 || Estimated Time: 22:54:28
2023-08-06 11:46:04,603 semantic_segmentation INFO: Iters: 101270/150000 || Lr: 0.007271 || Task Loss: 0.2103 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:35:49 || Estimated Time: 22:54:11
2023-08-06 11:46:21,378 semantic_segmentation INFO: Iters: 101280/150000 || Lr: 0.007269 || Task Loss: 0.1883 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:36:05 || Estimated Time: 22:53:54
2023-08-06 11:46:38,119 semantic_segmentation INFO: Iters: 101290/150000 || Lr: 0.007268 || Task Loss: 0.1737 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:36:22 || Estimated Time: 22:53:37
2023-08-06 11:46:54,903 semantic_segmentation INFO: Iters: 101300/150000 || Lr: 0.007267 || Task Loss: 0.1471 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:36:39 || Estimated Time: 22:53:20
2023-08-06 11:47:11,767 semantic_segmentation INFO: Iters: 101310/150000 || Lr: 0.007265 || Task Loss: 0.2360 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:36:56 || Estimated Time: 22:53:03
2023-08-06 11:47:28,569 semantic_segmentation INFO: Iters: 101320/150000 || Lr: 0.007264 || Task Loss: 0.2076 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:37:13 || Estimated Time: 22:52:46
2023-08-06 11:47:45,354 semantic_segmentation INFO: Iters: 101330/150000 || Lr: 0.007263 || Task Loss: 0.1968 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:37:29 || Estimated Time: 22:52:29
2023-08-06 11:48:02,160 semantic_segmentation INFO: Iters: 101340/150000 || Lr: 0.007261 || Task Loss: 0.1592 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:37:46 || Estimated Time: 22:52:12
2023-08-06 11:48:18,930 semantic_segmentation INFO: Iters: 101350/150000 || Lr: 0.007260 || Task Loss: 0.2132 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:38:03 || Estimated Time: 22:51:55
2023-08-06 11:48:35,742 semantic_segmentation INFO: Iters: 101360/150000 || Lr: 0.007259 || Task Loss: 0.2009 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:38:20 || Estimated Time: 22:51:38
2023-08-06 11:48:52,537 semantic_segmentation INFO: Iters: 101370/150000 || Lr: 0.007257 || Task Loss: 0.2146 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:38:37 || Estimated Time: 22:51:21
2023-08-06 11:49:09,384 semantic_segmentation INFO: Iters: 101380/150000 || Lr: 0.007256 || Task Loss: 0.2347 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:38:53 || Estimated Time: 22:51:04
2023-08-06 11:49:26,181 semantic_segmentation INFO: Iters: 101390/150000 || Lr: 0.007255 || Task Loss: 0.1795 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:39:10 || Estimated Time: 22:50:47
2023-08-06 11:49:42,989 semantic_segmentation INFO: Iters: 101400/150000 || Lr: 0.007253 || Task Loss: 0.2247 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:39:27 || Estimated Time: 22:50:30
2023-08-06 11:49:59,771 semantic_segmentation INFO: Iters: 101410/150000 || Lr: 0.007252 || Task Loss: 0.1852 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:39:44 || Estimated Time: 22:50:13
2023-08-06 11:50:16,515 semantic_segmentation INFO: Iters: 101420/150000 || Lr: 0.007250 || Task Loss: 0.1170 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:40:01 || Estimated Time: 22:49:56
2023-08-06 11:50:33,281 semantic_segmentation INFO: Iters: 101430/150000 || Lr: 0.007249 || Task Loss: 0.1929 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:40:17 || Estimated Time: 22:49:39
2023-08-06 11:50:50,076 semantic_segmentation INFO: Iters: 101440/150000 || Lr: 0.007248 || Task Loss: 0.1438 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:40:34 || Estimated Time: 22:49:22
2023-08-06 11:51:06,842 semantic_segmentation INFO: Iters: 101450/150000 || Lr: 0.007246 || Task Loss: 0.2304 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:40:51 || Estimated Time: 22:49:05
2023-08-06 11:51:23,670 semantic_segmentation INFO: Iters: 101460/150000 || Lr: 0.007245 || Task Loss: 0.1492 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:41:08 || Estimated Time: 22:48:48
2023-08-06 11:51:40,472 semantic_segmentation INFO: Iters: 101470/150000 || Lr: 0.007244 || Task Loss: 0.2507 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:41:25 || Estimated Time: 22:48:31
2023-08-06 11:51:57,264 semantic_segmentation INFO: Iters: 101480/150000 || Lr: 0.007242 || Task Loss: 0.1379 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:41:41 || Estimated Time: 22:48:14
2023-08-06 11:52:14,124 semantic_segmentation INFO: Iters: 101490/150000 || Lr: 0.007241 || Task Loss: 0.2588 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:41:58 || Estimated Time: 22:47:57
2023-08-06 11:52:30,875 semantic_segmentation INFO: Iters: 101500/150000 || Lr: 0.007240 || Task Loss: 0.1720 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:42:15 || Estimated Time: 22:47:40
2023-08-06 11:52:47,711 semantic_segmentation INFO: Iters: 101510/150000 || Lr: 0.007238 || Task Loss: 0.1968 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:42:32 || Estimated Time: 22:47:23
2023-08-06 11:53:04,550 semantic_segmentation INFO: Iters: 101520/150000 || Lr: 0.007237 || Task Loss: 0.1995 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:42:49 || Estimated Time: 22:47:06
2023-08-06 11:53:21,334 semantic_segmentation INFO: Iters: 101530/150000 || Lr: 0.007236 || Task Loss: 0.2146 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:43:05 || Estimated Time: 22:46:49
2023-08-06 11:53:38,076 semantic_segmentation INFO: Iters: 101540/150000 || Lr: 0.007234 || Task Loss: 0.1900 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:43:22 || Estimated Time: 22:46:32
2023-08-06 11:53:54,883 semantic_segmentation INFO: Iters: 101550/150000 || Lr: 0.007233 || Task Loss: 0.1819 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:43:39 || Estimated Time: 22:46:15
2023-08-06 11:54:11,723 semantic_segmentation INFO: Iters: 101560/150000 || Lr: 0.007232 || Task Loss: 0.2655 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:43:56 || Estimated Time: 22:45:58
2023-08-06 11:54:28,594 semantic_segmentation INFO: Iters: 101570/150000 || Lr: 0.007230 || Task Loss: 0.1611 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:44:13 || Estimated Time: 22:45:41
2023-08-06 11:54:45,410 semantic_segmentation INFO: Iters: 101580/150000 || Lr: 0.007229 || Task Loss: 0.1596 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:44:29 || Estimated Time: 22:45:24
2023-08-06 11:55:02,235 semantic_segmentation INFO: Iters: 101590/150000 || Lr: 0.007228 || Task Loss: 0.2093 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:44:46 || Estimated Time: 22:45:07
2023-08-06 11:55:19,037 semantic_segmentation INFO: Iters: 101600/150000 || Lr: 0.007226 || Task Loss: 0.2532 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:45:03 || Estimated Time: 22:44:50
2023-08-06 11:55:19,252 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 11:55:20,139 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.414
2023-08-06 11:55:20,260 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.508
2023-08-06 11:55:20,377 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.527
2023-08-06 11:55:20,495 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.552
2023-08-06 11:55:20,611 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.545
2023-08-06 11:55:20,737 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.547
2023-08-06 11:55:20,864 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.581
2023-08-06 11:55:20,987 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.616
2023-08-06 11:55:21,109 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.663
2023-08-06 11:55:21,228 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.720
2023-08-06 11:55:21,351 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.723
2023-08-06 11:55:21,474 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.753
2023-08-06 11:55:21,598 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.752
2023-08-06 11:55:21,719 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.747
2023-08-06 11:55:21,837 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.746
2023-08-06 11:55:21,961 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.738
2023-08-06 11:55:22,090 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.739
2023-08-06 11:55:22,210 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.745
2023-08-06 11:55:22,331 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.750
2023-08-06 11:55:22,449 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.757
2023-08-06 11:55:22,573 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.756
2023-08-06 11:55:22,700 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-06 11:55:22,823 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-06 11:55:22,946 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-06 11:55:23,073 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.771
2023-08-06 11:55:23,192 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.772
2023-08-06 11:55:23,311 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-06 11:55:23,432 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-06 11:55:23,551 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-06 11:55:23,668 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-06 11:55:23,788 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 11:55:23,908 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 11:55:24,031 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 11:55:24,153 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 11:55:24,276 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 11:55:24,401 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 11:55:24,524 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 11:55:24,643 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 11:55:24,761 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 11:55:24,880 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 11:55:24,999 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-06 11:55:25,119 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 11:55:25,243 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 11:55:25,372 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 11:55:25,495 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 11:55:25,619 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 11:55:25,740 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 11:55:25,860 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 11:55:25,979 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 11:55:26,098 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 11:55:26,218 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 11:55:26,335 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 11:55:26,458 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 11:55:26,586 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 11:55:26,709 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-06 11:55:26,832 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 11:55:26,953 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-06 11:55:27,076 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-06 11:55:27,200 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 11:55:27,324 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-06 11:55:27,447 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-06 11:55:27,568 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-06 11:55:27,690 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-06 11:55:27,813 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 11:55:27,938 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-06 11:55:28,063 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-06 11:55:28,185 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 11:55:28,305 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-06 11:55:28,428 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 11:55:28,551 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-06 11:55:28,673 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 11:55:28,791 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-06 11:55:28,915 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-06 11:55:29,044 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-06 11:55:29,164 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 11:55:29,284 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 11:55:29,403 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 11:55:29,530 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 11:55:29,663 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.760
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2023-08-06 11:56:17,868 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 11:56:17,997 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 11:56:18,121 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 11:56:18,245 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 11:56:18,363 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 11:56:18,485 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 11:56:18,609 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 11:56:18,732 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 11:56:18,855 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 11:56:18,973 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 11:56:19,099 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 11:56:19,232 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 11:56:19,354 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 11:56:19,477 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 11:56:19,601 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 11:56:19,722 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:19,843 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:19,965 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:20,086 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:20,203 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:20,327 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:20,455 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:20,579 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:20,701 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:20,822 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:20,944 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:21,070 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:21,194 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:21,314 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:21,431 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 11:56:38,322 semantic_segmentation INFO: Iters: 101610/150000 || Lr: 0.007225 || Task Loss: 0.2085 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:46:22 || Estimated Time: 22:45:03
2023-08-06 11:56:55,124 semantic_segmentation INFO: Iters: 101620/150000 || Lr: 0.007224 || Task Loss: 0.1734 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:46:39 || Estimated Time: 22:44:46
2023-08-06 11:57:11,892 semantic_segmentation INFO: Iters: 101630/150000 || Lr: 0.007222 || Task Loss: 0.2345 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:46:56 || Estimated Time: 22:44:29
2023-08-06 11:57:28,739 semantic_segmentation INFO: Iters: 101640/150000 || Lr: 0.007221 || Task Loss: 0.1840 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:47:13 || Estimated Time: 22:44:12
2023-08-06 11:57:45,533 semantic_segmentation INFO: Iters: 101650/150000 || Lr: 0.007220 || Task Loss: 0.3017 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:47:30 || Estimated Time: 22:43:55
2023-08-06 11:58:02,348 semantic_segmentation INFO: Iters: 101660/150000 || Lr: 0.007218 || Task Loss: 0.1847 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:47:46 || Estimated Time: 22:43:38
2023-08-06 11:58:19,133 semantic_segmentation INFO: Iters: 101670/150000 || Lr: 0.007217 || Task Loss: 0.7585 || KD Loss: 0.4300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:48:03 || Estimated Time: 22:43:21
2023-08-06 11:58:35,948 semantic_segmentation INFO: Iters: 101680/150000 || Lr: 0.007216 || Task Loss: 0.1854 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:48:20 || Estimated Time: 22:43:04
2023-08-06 11:58:52,771 semantic_segmentation INFO: Iters: 101690/150000 || Lr: 0.007214 || Task Loss: 0.1694 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:48:37 || Estimated Time: 22:42:47
2023-08-06 11:59:09,603 semantic_segmentation INFO: Iters: 101700/150000 || Lr: 0.007213 || Task Loss: 0.1980 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:48:54 || Estimated Time: 22:42:30
2023-08-06 11:59:26,434 semantic_segmentation INFO: Iters: 101710/150000 || Lr: 0.007212 || Task Loss: 0.3350 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:49:10 || Estimated Time: 22:42:13
2023-08-06 11:59:43,191 semantic_segmentation INFO: Iters: 101720/150000 || Lr: 0.007210 || Task Loss: 0.1683 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:49:27 || Estimated Time: 22:41:56
2023-08-06 12:00:00,016 semantic_segmentation INFO: Iters: 101730/150000 || Lr: 0.007209 || Task Loss: 0.1684 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:49:44 || Estimated Time: 22:41:39
2023-08-06 12:00:16,812 semantic_segmentation INFO: Iters: 101740/150000 || Lr: 0.007207 || Task Loss: 0.2349 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:41:22
2023-08-06 12:00:33,611 semantic_segmentation INFO: Iters: 101750/150000 || Lr: 0.007206 || Task Loss: 0.2141 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:41:05
2023-08-06 12:00:50,401 semantic_segmentation INFO: Iters: 101760/150000 || Lr: 0.007205 || Task Loss: 0.2084 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:40:48
2023-08-06 12:01:07,206 semantic_segmentation INFO: Iters: 101770/150000 || Lr: 0.007203 || Task Loss: 0.4270 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:40:31
2023-08-06 12:01:24,009 semantic_segmentation INFO: Iters: 101780/150000 || Lr: 0.007202 || Task Loss: 0.2139 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:51:08 || Estimated Time: 22:40:14
2023-08-06 12:01:40,806 semantic_segmentation INFO: Iters: 101790/150000 || Lr: 0.007201 || Task Loss: 0.2595 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:51:25 || Estimated Time: 22:39:57
2023-08-06 12:01:57,573 semantic_segmentation INFO: Iters: 101800/150000 || Lr: 0.007199 || Task Loss: 0.1074 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:51:42 || Estimated Time: 22:39:40
2023-08-06 12:02:14,441 semantic_segmentation INFO: Iters: 101810/150000 || Lr: 0.007198 || Task Loss: 0.1940 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:51:58 || Estimated Time: 22:39:23
2023-08-06 12:02:31,456 semantic_segmentation INFO: Iters: 101820/150000 || Lr: 0.007197 || Task Loss: 0.2474 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:52:15 || Estimated Time: 22:39:07
2023-08-06 12:02:48,441 semantic_segmentation INFO: Iters: 101830/150000 || Lr: 0.007195 || Task Loss: 0.1174 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:52:32 || Estimated Time: 22:38:50
2023-08-06 12:03:05,421 semantic_segmentation INFO: Iters: 101840/150000 || Lr: 0.007194 || Task Loss: 0.2483 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:52:49 || Estimated Time: 22:38:33
2023-08-06 12:03:22,285 semantic_segmentation INFO: Iters: 101850/150000 || Lr: 0.007193 || Task Loss: 0.1669 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:06 || Estimated Time: 22:38:16
2023-08-06 12:03:39,054 semantic_segmentation INFO: Iters: 101860/150000 || Lr: 0.007191 || Task Loss: 0.3472 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:23 || Estimated Time: 22:37:59
2023-08-06 12:03:55,885 semantic_segmentation INFO: Iters: 101870/150000 || Lr: 0.007190 || Task Loss: 0.2076 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:40 || Estimated Time: 22:37:42
2023-08-06 12:04:12,679 semantic_segmentation INFO: Iters: 101880/150000 || Lr: 0.007189 || Task Loss: 0.1372 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:57 || Estimated Time: 22:37:25
2023-08-06 12:04:29,522 semantic_segmentation INFO: Iters: 101890/150000 || Lr: 0.007187 || Task Loss: 0.2723 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:54:14 || Estimated Time: 22:37:08
2023-08-06 12:04:46,303 semantic_segmentation INFO: Iters: 101900/150000 || Lr: 0.007186 || Task Loss: 0.2448 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:54:30 || Estimated Time: 22:36:51
2023-08-06 12:05:03,118 semantic_segmentation INFO: Iters: 101910/150000 || Lr: 0.007185 || Task Loss: 0.1728 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:54:47 || Estimated Time: 22:36:34
2023-08-06 12:05:19,902 semantic_segmentation INFO: Iters: 101920/150000 || Lr: 0.007183 || Task Loss: 0.2809 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:55:04 || Estimated Time: 22:36:17
2023-08-06 12:05:36,780 semantic_segmentation INFO: Iters: 101930/150000 || Lr: 0.007182 || Task Loss: 0.2528 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:55:21 || Estimated Time: 22:36:00
2023-08-06 12:05:53,559 semantic_segmentation INFO: Iters: 101940/150000 || Lr: 0.007181 || Task Loss: 0.1906 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:55:38 || Estimated Time: 22:35:43
2023-08-06 12:06:10,434 semantic_segmentation INFO: Iters: 101950/150000 || Lr: 0.007179 || Task Loss: 0.3214 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:55:54 || Estimated Time: 22:35:26
2023-08-06 12:06:27,233 semantic_segmentation INFO: Iters: 101960/150000 || Lr: 0.007178 || Task Loss: 0.2256 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:56:11 || Estimated Time: 22:35:09
2023-08-06 12:06:44,083 semantic_segmentation INFO: Iters: 101970/150000 || Lr: 0.007177 || Task Loss: 0.3169 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:56:28 || Estimated Time: 22:34:52
2023-08-06 12:07:00,891 semantic_segmentation INFO: Iters: 101980/150000 || Lr: 0.007175 || Task Loss: 0.1324 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:56:45 || Estimated Time: 22:34:35
2023-08-06 12:07:17,689 semantic_segmentation INFO: Iters: 101990/150000 || Lr: 0.007174 || Task Loss: 0.1720 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:57:02 || Estimated Time: 22:34:18
2023-08-06 12:07:34,515 semantic_segmentation INFO: Iters: 102000/150000 || Lr: 0.007173 || Task Loss: 0.3787 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:57:19 || Estimated Time: 22:34:01
2023-08-06 12:07:51,257 semantic_segmentation INFO: Iters: 102010/150000 || Lr: 0.007171 || Task Loss: 0.2476 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:57:35 || Estimated Time: 22:33:44
2023-08-06 12:08:08,087 semantic_segmentation INFO: Iters: 102020/150000 || Lr: 0.007170 || Task Loss: 0.1946 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:57:52 || Estimated Time: 22:33:27
2023-08-06 12:08:24,885 semantic_segmentation INFO: Iters: 102030/150000 || Lr: 0.007169 || Task Loss: 0.3752 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:58:09 || Estimated Time: 22:33:10
2023-08-06 12:08:41,733 semantic_segmentation INFO: Iters: 102040/150000 || Lr: 0.007167 || Task Loss: 0.2827 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:58:26 || Estimated Time: 22:32:53
2023-08-06 12:08:58,539 semantic_segmentation INFO: Iters: 102050/150000 || Lr: 0.007166 || Task Loss: 0.2043 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:58:43 || Estimated Time: 22:32:36
2023-08-06 12:09:15,398 semantic_segmentation INFO: Iters: 102060/150000 || Lr: 0.007164 || Task Loss: 0.1499 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:58:59 || Estimated Time: 22:32:19
2023-08-06 12:09:32,275 semantic_segmentation INFO: Iters: 102070/150000 || Lr: 0.007163 || Task Loss: 0.2895 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:59:16 || Estimated Time: 22:32:02
2023-08-06 12:09:49,163 semantic_segmentation INFO: Iters: 102080/150000 || Lr: 0.007162 || Task Loss: 0.2305 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:59:33 || Estimated Time: 22:31:45
2023-08-06 12:10:06,013 semantic_segmentation INFO: Iters: 102090/150000 || Lr: 0.007160 || Task Loss: 0.1623 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:59:50 || Estimated Time: 22:31:28
2023-08-06 12:10:22,950 semantic_segmentation INFO: Iters: 102100/150000 || Lr: 0.007159 || Task Loss: 0.1261 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:00:07 || Estimated Time: 22:31:12
2023-08-06 12:10:39,873 semantic_segmentation INFO: Iters: 102110/150000 || Lr: 0.007158 || Task Loss: 0.1665 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:00:24 || Estimated Time: 22:30:55
2023-08-06 12:10:56,784 semantic_segmentation INFO: Iters: 102120/150000 || Lr: 0.007156 || Task Loss: 0.1898 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:30:38
2023-08-06 12:11:13,674 semantic_segmentation INFO: Iters: 102130/150000 || Lr: 0.007155 || Task Loss: 0.1675 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:30:21
2023-08-06 12:11:30,596 semantic_segmentation INFO: Iters: 102140/150000 || Lr: 0.007154 || Task Loss: 0.2366 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:01:15 || Estimated Time: 22:30:04
2023-08-06 12:11:47,533 semantic_segmentation INFO: Iters: 102150/150000 || Lr: 0.007152 || Task Loss: 0.1917 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:01:32 || Estimated Time: 22:29:47
2023-08-06 12:12:04,394 semantic_segmentation INFO: Iters: 102160/150000 || Lr: 0.007151 || Task Loss: 0.1438 || KD Loss: 0.0269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:01:48 || Estimated Time: 22:29:30
2023-08-06 12:12:21,240 semantic_segmentation INFO: Iters: 102170/150000 || Lr: 0.007150 || Task Loss: 0.2052 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:02:05 || Estimated Time: 22:29:13
2023-08-06 12:12:38,132 semantic_segmentation INFO: Iters: 102180/150000 || Lr: 0.007148 || Task Loss: 0.1999 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:02:22 || Estimated Time: 22:28:56
2023-08-06 12:12:54,962 semantic_segmentation INFO: Iters: 102190/150000 || Lr: 0.007147 || Task Loss: 0.2554 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:02:39 || Estimated Time: 22:28:39
2023-08-06 12:13:11,826 semantic_segmentation INFO: Iters: 102200/150000 || Lr: 0.007146 || Task Loss: 0.1733 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:02:56 || Estimated Time: 22:28:22
2023-08-06 12:13:28,657 semantic_segmentation INFO: Iters: 102210/150000 || Lr: 0.007144 || Task Loss: 0.1493 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:03:13 || Estimated Time: 22:28:05
2023-08-06 12:13:45,552 semantic_segmentation INFO: Iters: 102220/150000 || Lr: 0.007143 || Task Loss: 0.1666 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:27:48
2023-08-06 12:14:02,385 semantic_segmentation INFO: Iters: 102230/150000 || Lr: 0.007142 || Task Loss: 0.1798 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:03:46 || Estimated Time: 22:27:31
2023-08-06 12:14:19,280 semantic_segmentation INFO: Iters: 102240/150000 || Lr: 0.007140 || Task Loss: 0.2324 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:27:14
2023-08-06 12:14:36,149 semantic_segmentation INFO: Iters: 102250/150000 || Lr: 0.007139 || Task Loss: 0.2074 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:04:20 || Estimated Time: 22:26:57
2023-08-06 12:14:53,015 semantic_segmentation INFO: Iters: 102260/150000 || Lr: 0.007138 || Task Loss: 0.1917 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:04:37 || Estimated Time: 22:26:40
2023-08-06 12:15:09,863 semantic_segmentation INFO: Iters: 102270/150000 || Lr: 0.007136 || Task Loss: 0.2357 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:04:54 || Estimated Time: 22:26:23
2023-08-06 12:15:26,727 semantic_segmentation INFO: Iters: 102280/150000 || Lr: 0.007135 || Task Loss: 0.2433 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:05:11 || Estimated Time: 22:26:06
2023-08-06 12:15:43,621 semantic_segmentation INFO: Iters: 102290/150000 || Lr: 0.007134 || Task Loss: 0.1692 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0527|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:05:28 || Estimated Time: 22:25:49
2023-08-06 12:16:00,452 semantic_segmentation INFO: Iters: 102300/150000 || Lr: 0.007132 || Task Loss: 0.3057 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:05:44 || Estimated Time: 22:25:33
2023-08-06 12:16:17,262 semantic_segmentation INFO: Iters: 102310/150000 || Lr: 0.007131 || Task Loss: 0.1428 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:06:01 || Estimated Time: 22:25:16
2023-08-06 12:16:34,097 semantic_segmentation INFO: Iters: 102320/150000 || Lr: 0.007129 || Task Loss: 0.1847 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:06:18 || Estimated Time: 22:24:59
2023-08-06 12:16:50,897 semantic_segmentation INFO: Iters: 102330/150000 || Lr: 0.007128 || Task Loss: 0.2166 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:24:42
2023-08-06 12:17:07,693 semantic_segmentation INFO: Iters: 102340/150000 || Lr: 0.007127 || Task Loss: 0.3597 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:24:25
2023-08-06 12:17:24,480 semantic_segmentation INFO: Iters: 102350/150000 || Lr: 0.007125 || Task Loss: 0.1497 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:07:09 || Estimated Time: 22:24:08
2023-08-06 12:17:41,370 semantic_segmentation INFO: Iters: 102360/150000 || Lr: 0.007124 || Task Loss: 0.1240 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:23:51
2023-08-06 12:17:58,172 semantic_segmentation INFO: Iters: 102370/150000 || Lr: 0.007123 || Task Loss: 0.3656 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:07:42 || Estimated Time: 22:23:34
2023-08-06 12:18:14,991 semantic_segmentation INFO: Iters: 102380/150000 || Lr: 0.007121 || Task Loss: 0.2627 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:07:59 || Estimated Time: 22:23:17
2023-08-06 12:18:31,806 semantic_segmentation INFO: Iters: 102390/150000 || Lr: 0.007120 || Task Loss: 0.1559 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:08:16 || Estimated Time: 22:23:00
2023-08-06 12:18:48,593 semantic_segmentation INFO: Iters: 102400/150000 || Lr: 0.007119 || Task Loss: 0.2373 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:08:33 || Estimated Time: 22:22:43
2023-08-06 12:18:48,824 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 12:18:49,578 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.419
2023-08-06 12:18:49,701 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.513
2023-08-06 12:18:49,820 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.524
2023-08-06 12:18:49,942 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.548
2023-08-06 12:18:50,065 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.540
2023-08-06 12:18:50,189 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.542
2023-08-06 12:18:50,315 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.545
2023-08-06 12:18:50,436 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.587
2023-08-06 12:18:50,556 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.641
2023-08-06 12:18:50,678 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.696
2023-08-06 12:18:50,799 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.698
2023-08-06 12:18:50,919 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.720
2023-08-06 12:18:51,039 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.729
2023-08-06 12:18:51,168 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.721
2023-08-06 12:18:51,300 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.718
2023-08-06 12:18:51,420 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.710
2023-08-06 12:18:51,544 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.712
2023-08-06 12:18:51,666 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.716
2023-08-06 12:18:51,785 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.725
2023-08-06 12:18:51,904 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.731
2023-08-06 12:18:52,022 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.731
2023-08-06 12:18:52,143 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.731
2023-08-06 12:18:52,261 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.728
2023-08-06 12:18:52,380 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.734
2023-08-06 12:18:52,499 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-06 12:18:52,625 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 12:18:52,753 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-06 12:18:52,876 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 12:18:52,998 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 12:18:53,121 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.732
2023-08-06 12:18:53,245 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 12:18:53,370 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 12:18:53,491 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 12:18:53,613 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 12:18:53,737 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 12:18:53,860 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 12:18:53,983 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 12:18:54,102 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 12:18:54,229 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 12:18:54,362 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 12:18:54,483 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 12:18:54,603 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 12:18:54,724 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 12:18:54,847 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 12:18:54,975 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 12:18:55,099 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.731
2023-08-06 12:18:55,223 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.731
2023-08-06 12:18:55,343 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.730
2023-08-06 12:18:55,464 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.734
2023-08-06 12:18:55,588 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 12:18:55,710 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 12:18:55,832 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 12:18:55,949 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 12:18:56,077 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 12:18:56,210 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 12:18:56,332 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 12:18:56,452 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 12:18:56,571 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 12:18:56,694 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-06 12:18:56,821 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-06 12:18:56,946 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-06 12:18:57,069 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 12:18:57,188 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-06 12:18:57,310 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 12:18:57,433 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-06 12:18:57,556 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 12:18:57,677 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-06 12:18:57,796 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 12:18:57,924 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-06 12:18:58,056 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-06 12:18:58,187 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-06 12:18:58,310 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-06 12:18:58,430 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 12:18:58,550 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 12:18:58,672 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-06 12:18:58,790 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-06 12:18:58,906 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-06 12:18:59,023 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-06 12:18:59,149 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 12:18:59,281 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-06 12:18:59,403 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 12:18:59,528 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 12:18:59,652 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-06 12:18:59,773 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 12:18:59,893 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 12:19:00,014 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 12:19:00,136 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 12:19:00,255 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 12:19:00,379 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 12:19:00,506 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-06 12:19:00,634 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 12:19:00,761 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-06 12:19:00,884 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-06 12:19:01,004 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-06 12:19:01,126 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-06 12:19:01,247 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-06 12:19:01,366 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 12:19:01,485 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-06 12:19:01,613 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 12:19:01,747 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 12:19:01,869 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 12:19:01,996 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 12:19:02,120 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 12:19:02,242 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 12:19:02,362 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 12:19:02,484 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 12:19:02,606 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 12:19:02,726 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 12:19:02,852 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 12:19:02,979 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 12:19:03,104 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 12:19:03,225 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 12:19:03,350 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 12:19:03,475 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 12:19:03,604 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 12:19:03,731 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 12:19:03,853 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 12:19:03,977 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 12:19:04,100 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 12:19:04,222 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 12:19:04,339 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 12:19:04,457 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 12:19:04,573 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 12:19:04,698 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 12:19:04,825 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 12:19:04,950 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.948, mIoU: 0.748
2023-08-06 12:19:05,073 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-06 12:19:05,196 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-06 12:19:05,317 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.748
2023-08-06 12:19:05,439 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.748
2023-08-06 12:19:05,560 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.948, mIoU: 0.748
2023-08-06 12:19:05,681 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 12:19:05,802 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 12:19:05,922 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:06,043 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:06,164 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:06,283 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:06,401 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:06,524 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:06,652 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 12:19:06,778 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 12:19:06,905 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 12:19:07,027 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:07,146 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:07,266 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:07,389 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 12:19:07,511 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:07,632 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:07,761 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:07,894 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 12:19:08,019 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:08,148 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:08,274 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:08,398 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 12:19:08,521 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 12:19:08,644 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 12:19:08,766 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 12:19:08,888 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 12:19:09,018 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 12:19:09,149 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 12:19:09,275 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-06 12:19:09,399 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-06 12:19:09,523 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 12:19:09,647 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 12:19:09,767 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 12:19:09,888 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 12:19:10,017 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 12:19:10,149 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 12:19:10,276 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 12:19:10,406 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-06 12:19:10,536 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-06 12:19:10,663 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-06 12:19:10,789 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-06 12:19:10,913 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-06 12:19:11,036 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-06 12:19:11,163 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 12:19:11,287 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 12:19:11,411 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 12:19:11,530 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 12:19:11,656 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 12:19:11,784 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 12:19:11,909 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 12:19:12,034 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 12:19:12,158 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 12:19:12,278 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 12:19:12,397 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 12:19:12,516 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 12:19:12,635 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 12:19:12,752 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 12:19:12,875 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 12:19:13,002 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 12:19:13,129 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 12:19:13,255 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 12:19:13,377 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 12:19:13,495 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 12:19:13,613 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 12:19:13,732 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 12:19:13,851 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.951, mIoU: 0.744
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2023-08-06 12:19:38,123 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:38,242 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:38,360 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:38,490 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:38,623 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:38,746 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:38,868 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:38,988 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:39,109 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:39,229 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 12:19:39,349 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 12:19:39,470 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 12:19:39,593 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 12:19:39,722 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 12:19:39,855 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 12:19:39,983 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 12:19:40,112 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 12:19:40,244 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 12:19:40,369 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 12:19:40,494 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 12:19:40,618 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 12:19:40,742 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 12:19:40,870 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:40,997 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:41,122 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:41,246 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:41,373 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:41,500 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:41,626 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:41,755 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:41,885 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:42,010 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:42,134 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:42,254 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:42,379 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:42,508 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:42,635 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:42,762 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:42,887 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:43,010 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:43,133 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:43,255 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:43,379 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:43,500 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:43,623 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 12:19:43,749 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:43,874 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:44,000 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:44,128 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:44,249 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:44,368 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:44,487 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:44,607 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:44,727 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.739
2023-08-06 12:19:44,853 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:44,981 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.739
2023-08-06 12:19:45,107 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:45,231 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:45,356 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 12:19:45,478 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.739
2023-08-06 12:19:45,601 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.739
2023-08-06 12:19:45,723 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.739
2023-08-06 12:19:45,851 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.739
2023-08-06 12:19:45,984 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 12:19:46,100 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 12:19:46,221 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 12:19:46,341 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 12:19:46,462 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 12:19:46,584 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 12:19:46,710 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 12:19:46,837 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 12:19:46,961 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 12:19:47,081 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 12:19:47,202 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 12:19:47,324 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 12:19:47,445 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 12:19:47,562 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 12:19:47,686 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:47,811 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:47,930 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:48,053 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:48,176 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:48,296 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:48,414 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:48,538 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:48,663 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:48,786 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:48,908 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:49,029 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:49,152 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:49,273 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 12:19:49,394 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:49,514 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:49,631 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:49,758 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:49,887 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:50,012 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:50,138 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:50,262 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:50,381 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:50,500 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:50,620 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:50,740 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:50,857 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:19:50,983 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 12:20:07,877 semantic_segmentation INFO: Iters: 102410/150000 || Lr: 0.007117 || Task Loss: 0.1231 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:09:52 || Estimated Time: 22:22:55
2023-08-06 12:20:24,695 semantic_segmentation INFO: Iters: 102420/150000 || Lr: 0.007116 || Task Loss: 0.1925 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:10:09 || Estimated Time: 22:22:38
2023-08-06 12:20:41,518 semantic_segmentation INFO: Iters: 102430/150000 || Lr: 0.007115 || Task Loss: 0.3582 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:22:21
2023-08-06 12:20:58,326 semantic_segmentation INFO: Iters: 102440/150000 || Lr: 0.007113 || Task Loss: 0.2045 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:10:42 || Estimated Time: 22:22:04
2023-08-06 12:21:15,176 semantic_segmentation INFO: Iters: 102450/150000 || Lr: 0.007112 || Task Loss: 0.2099 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:21:47
2023-08-06 12:21:31,957 semantic_segmentation INFO: Iters: 102460/150000 || Lr: 0.007111 || Task Loss: 0.1926 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:21:30
2023-08-06 12:21:48,775 semantic_segmentation INFO: Iters: 102470/150000 || Lr: 0.007109 || Task Loss: 0.3278 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:11:33 || Estimated Time: 22:21:13
2023-08-06 12:22:05,635 semantic_segmentation INFO: Iters: 102480/150000 || Lr: 0.007108 || Task Loss: 0.1354 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:11:50 || Estimated Time: 22:20:56
2023-08-06 12:22:22,478 semantic_segmentation INFO: Iters: 102490/150000 || Lr: 0.007107 || Task Loss: 0.1411 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:12:07 || Estimated Time: 22:20:39
2023-08-06 12:22:39,318 semantic_segmentation INFO: Iters: 102500/150000 || Lr: 0.007105 || Task Loss: 0.1958 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:12:23 || Estimated Time: 22:20:22
2023-08-06 12:22:56,106 semantic_segmentation INFO: Iters: 102510/150000 || Lr: 0.007104 || Task Loss: 0.3207 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:12:40 || Estimated Time: 22:20:05
2023-08-06 12:23:12,957 semantic_segmentation INFO: Iters: 102520/150000 || Lr: 0.007103 || Task Loss: 0.1776 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:12:57 || Estimated Time: 22:19:48
2023-08-06 12:23:29,775 semantic_segmentation INFO: Iters: 102530/150000 || Lr: 0.007101 || Task Loss: 0.1336 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:13:14 || Estimated Time: 22:19:31
2023-08-06 12:23:46,593 semantic_segmentation INFO: Iters: 102540/150000 || Lr: 0.007100 || Task Loss: 0.1502 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:13:31 || Estimated Time: 22:19:14
2023-08-06 12:24:03,452 semantic_segmentation INFO: Iters: 102550/150000 || Lr: 0.007099 || Task Loss: 0.1455 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:13:47 || Estimated Time: 22:18:57
2023-08-06 12:24:20,297 semantic_segmentation INFO: Iters: 102560/150000 || Lr: 0.007097 || Task Loss: 0.2277 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:14:04 || Estimated Time: 22:18:40
2023-08-06 12:24:37,145 semantic_segmentation INFO: Iters: 102570/150000 || Lr: 0.007096 || Task Loss: 0.1468 || KD Loss: 0.0264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:14:21 || Estimated Time: 22:18:23
2023-08-06 12:24:54,019 semantic_segmentation INFO: Iters: 102580/150000 || Lr: 0.007094 || Task Loss: 0.1922 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:14:38 || Estimated Time: 22:18:06
2023-08-06 12:25:10,835 semantic_segmentation INFO: Iters: 102590/150000 || Lr: 0.007093 || Task Loss: 0.1503 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:14:55 || Estimated Time: 22:17:49
2023-08-06 12:25:27,687 semantic_segmentation INFO: Iters: 102600/150000 || Lr: 0.007092 || Task Loss: 0.1725 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:15:12 || Estimated Time: 22:17:32
2023-08-06 12:25:44,537 semantic_segmentation INFO: Iters: 102610/150000 || Lr: 0.007090 || Task Loss: 0.2382 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:15:29 || Estimated Time: 22:17:15
2023-08-06 12:26:01,415 semantic_segmentation INFO: Iters: 102620/150000 || Lr: 0.007089 || Task Loss: 0.3278 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:15:45 || Estimated Time: 22:16:58
2023-08-06 12:26:18,202 semantic_segmentation INFO: Iters: 102630/150000 || Lr: 0.007088 || Task Loss: 0.2918 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:16:02 || Estimated Time: 22:16:41
2023-08-06 12:26:35,058 semantic_segmentation INFO: Iters: 102640/150000 || Lr: 0.007086 || Task Loss: 0.2355 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:16:19 || Estimated Time: 22:16:24
2023-08-06 12:26:51,912 semantic_segmentation INFO: Iters: 102650/150000 || Lr: 0.007085 || Task Loss: 0.2049 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:16:36 || Estimated Time: 22:16:07
2023-08-06 12:27:08,711 semantic_segmentation INFO: Iters: 102660/150000 || Lr: 0.007084 || Task Loss: 0.2469 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:16:53 || Estimated Time: 22:15:50
2023-08-06 12:27:25,746 semantic_segmentation INFO: Iters: 102670/150000 || Lr: 0.007082 || Task Loss: 0.2253 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:17:10 || Estimated Time: 22:15:34
2023-08-06 12:27:42,743 semantic_segmentation INFO: Iters: 102680/150000 || Lr: 0.007081 || Task Loss: 0.4968 || KD Loss: 0.2607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:17:27 || Estimated Time: 22:15:17
2023-08-06 12:27:59,702 semantic_segmentation INFO: Iters: 102690/150000 || Lr: 0.007080 || Task Loss: 0.3628 || KD Loss: 0.1500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:17:44 || Estimated Time: 22:15:00
2023-08-06 12:28:16,537 semantic_segmentation INFO: Iters: 102700/150000 || Lr: 0.007078 || Task Loss: 0.3080 || KD Loss: 0.1430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:18:01 || Estimated Time: 22:14:43
2023-08-06 12:28:33,370 semantic_segmentation INFO: Iters: 102710/150000 || Lr: 0.007077 || Task Loss: 0.2376 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:18:17 || Estimated Time: 22:14:26
2023-08-06 12:28:50,139 semantic_segmentation INFO: Iters: 102720/150000 || Lr: 0.007076 || Task Loss: 0.2250 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:18:34 || Estimated Time: 22:14:09
2023-08-06 12:29:06,936 semantic_segmentation INFO: Iters: 102730/150000 || Lr: 0.007074 || Task Loss: 0.1957 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:18:51 || Estimated Time: 22:13:52
2023-08-06 12:29:23,767 semantic_segmentation INFO: Iters: 102740/150000 || Lr: 0.007073 || Task Loss: 0.3488 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:08 || Estimated Time: 22:13:35
2023-08-06 12:29:40,569 semantic_segmentation INFO: Iters: 102750/150000 || Lr: 0.007072 || Task Loss: 0.2740 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:25 || Estimated Time: 22:13:18
2023-08-06 12:29:57,478 semantic_segmentation INFO: Iters: 102760/150000 || Lr: 0.007070 || Task Loss: 0.4284 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:42 || Estimated Time: 22:13:01
2023-08-06 12:30:14,369 semantic_segmentation INFO: Iters: 102770/150000 || Lr: 0.007069 || Task Loss: 0.2680 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:58 || Estimated Time: 22:12:44
2023-08-06 12:30:31,160 semantic_segmentation INFO: Iters: 102780/150000 || Lr: 0.007068 || Task Loss: 0.2290 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:20:15 || Estimated Time: 22:12:27
2023-08-06 12:30:48,013 semantic_segmentation INFO: Iters: 102790/150000 || Lr: 0.007066 || Task Loss: 0.3535 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:20:32 || Estimated Time: 22:12:10
2023-08-06 12:31:04,795 semantic_segmentation INFO: Iters: 102800/150000 || Lr: 0.007065 || Task Loss: 0.3348 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:20:49 || Estimated Time: 22:11:53
2023-08-06 12:31:21,560 semantic_segmentation INFO: Iters: 102810/150000 || Lr: 0.007064 || Task Loss: 0.1256 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:21:06 || Estimated Time: 22:11:36
2023-08-06 12:31:38,379 semantic_segmentation INFO: Iters: 102820/150000 || Lr: 0.007062 || Task Loss: 0.1739 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:21:22 || Estimated Time: 22:11:19
2023-08-06 12:31:55,181 semantic_segmentation INFO: Iters: 102830/150000 || Lr: 0.007061 || Task Loss: 0.2503 || KD Loss: 0.1437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:21:39 || Estimated Time: 22:11:02
2023-08-06 12:32:11,939 semantic_segmentation INFO: Iters: 102840/150000 || Lr: 0.007059 || Task Loss: 0.3895 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:21:56 || Estimated Time: 22:10:45
2023-08-06 12:32:28,766 semantic_segmentation INFO: Iters: 102850/150000 || Lr: 0.007058 || Task Loss: 0.1439 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:22:13 || Estimated Time: 22:10:28
2023-08-06 12:32:45,547 semantic_segmentation INFO: Iters: 102860/150000 || Lr: 0.007057 || Task Loss: 0.1517 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:22:30 || Estimated Time: 22:10:11
2023-08-06 12:33:02,321 semantic_segmentation INFO: Iters: 102870/150000 || Lr: 0.007055 || Task Loss: 0.2048 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:22:46 || Estimated Time: 22:09:54
2023-08-06 12:33:19,225 semantic_segmentation INFO: Iters: 102880/150000 || Lr: 0.007054 || Task Loss: 0.1808 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:23:03 || Estimated Time: 22:09:37
2023-08-06 12:33:36,037 semantic_segmentation INFO: Iters: 102890/150000 || Lr: 0.007053 || Task Loss: 0.3987 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:23:20 || Estimated Time: 22:09:20
2023-08-06 12:33:52,839 semantic_segmentation INFO: Iters: 102900/150000 || Lr: 0.007051 || Task Loss: 0.3027 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:23:37 || Estimated Time: 22:09:03
2023-08-06 12:34:09,692 semantic_segmentation INFO: Iters: 102910/150000 || Lr: 0.007050 || Task Loss: 0.1348 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:23:54 || Estimated Time: 22:08:46
2023-08-06 12:34:26,491 semantic_segmentation INFO: Iters: 102920/150000 || Lr: 0.007049 || Task Loss: 0.2065 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:24:11 || Estimated Time: 22:08:29
2023-08-06 12:34:43,315 semantic_segmentation INFO: Iters: 102930/150000 || Lr: 0.007047 || Task Loss: 0.2315 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:24:27 || Estimated Time: 22:08:12
2023-08-06 12:35:00,126 semantic_segmentation INFO: Iters: 102940/150000 || Lr: 0.007046 || Task Loss: 0.2099 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:24:44 || Estimated Time: 22:07:55
2023-08-06 12:35:16,990 semantic_segmentation INFO: Iters: 102950/150000 || Lr: 0.007045 || Task Loss: 0.2279 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:25:01 || Estimated Time: 22:07:38
2023-08-06 12:35:33,852 semantic_segmentation INFO: Iters: 102960/150000 || Lr: 0.007043 || Task Loss: 0.3109 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:25:18 || Estimated Time: 22:07:21
2023-08-06 12:35:50,643 semantic_segmentation INFO: Iters: 102970/150000 || Lr: 0.007042 || Task Loss: 0.2012 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:25:35 || Estimated Time: 22:07:04
2023-08-06 12:36:07,392 semantic_segmentation INFO: Iters: 102980/150000 || Lr: 0.007041 || Task Loss: 0.1865 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:25:51 || Estimated Time: 22:06:47
2023-08-06 12:36:24,224 semantic_segmentation INFO: Iters: 102990/150000 || Lr: 0.007039 || Task Loss: 0.2058 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:26:08 || Estimated Time: 22:06:30
2023-08-06 12:36:41,034 semantic_segmentation INFO: Iters: 103000/150000 || Lr: 0.007038 || Task Loss: 0.2063 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:26:25 || Estimated Time: 22:06:13
2023-08-06 12:36:57,819 semantic_segmentation INFO: Iters: 103010/150000 || Lr: 0.007037 || Task Loss: 0.1530 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:26:42 || Estimated Time: 22:05:56
2023-08-06 12:37:14,670 semantic_segmentation INFO: Iters: 103020/150000 || Lr: 0.007035 || Task Loss: 0.2344 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:26:59 || Estimated Time: 22:05:39
2023-08-06 12:37:31,478 semantic_segmentation INFO: Iters: 103030/150000 || Lr: 0.007034 || Task Loss: 0.2434 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:27:16 || Estimated Time: 22:05:22
2023-08-06 12:37:48,349 semantic_segmentation INFO: Iters: 103040/150000 || Lr: 0.007033 || Task Loss: 0.2476 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:27:32 || Estimated Time: 22:05:05
2023-08-06 12:38:05,173 semantic_segmentation INFO: Iters: 103050/150000 || Lr: 0.007031 || Task Loss: 0.2052 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:27:49 || Estimated Time: 22:04:48
2023-08-06 12:38:21,970 semantic_segmentation INFO: Iters: 103060/150000 || Lr: 0.007030 || Task Loss: 0.2542 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:28:06 || Estimated Time: 22:04:31
2023-08-06 12:38:38,749 semantic_segmentation INFO: Iters: 103070/150000 || Lr: 0.007028 || Task Loss: 0.1673 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:28:23 || Estimated Time: 22:04:14
2023-08-06 12:38:55,505 semantic_segmentation INFO: Iters: 103080/150000 || Lr: 0.007027 || Task Loss: 0.1870 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:28:40 || Estimated Time: 22:03:57
2023-08-06 12:39:12,354 semantic_segmentation INFO: Iters: 103090/150000 || Lr: 0.007026 || Task Loss: 0.2045 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:28:56 || Estimated Time: 22:03:40
2023-08-06 12:39:29,102 semantic_segmentation INFO: Iters: 103100/150000 || Lr: 0.007024 || Task Loss: 0.1616 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:29:13 || Estimated Time: 22:03:23
2023-08-06 12:39:45,890 semantic_segmentation INFO: Iters: 103110/150000 || Lr: 0.007023 || Task Loss: 0.3437 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:29:30 || Estimated Time: 22:03:06
2023-08-06 12:40:02,726 semantic_segmentation INFO: Iters: 103120/150000 || Lr: 0.007022 || Task Loss: 0.3460 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:29:47 || Estimated Time: 22:02:49
2023-08-06 12:40:19,526 semantic_segmentation INFO: Iters: 103130/150000 || Lr: 0.007020 || Task Loss: 0.3563 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:04 || Estimated Time: 22:02:32
2023-08-06 12:40:36,329 semantic_segmentation INFO: Iters: 103140/150000 || Lr: 0.007019 || Task Loss: 0.0932 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:20 || Estimated Time: 22:02:15
2023-08-06 12:40:53,165 semantic_segmentation INFO: Iters: 103150/150000 || Lr: 0.007018 || Task Loss: 0.1378 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:37 || Estimated Time: 22:01:58
2023-08-06 12:41:10,000 semantic_segmentation INFO: Iters: 103160/150000 || Lr: 0.007016 || Task Loss: 0.1350 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:54 || Estimated Time: 22:01:41
2023-08-06 12:41:26,785 semantic_segmentation INFO: Iters: 103170/150000 || Lr: 0.007015 || Task Loss: 0.2240 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:31:11 || Estimated Time: 22:01:24
2023-08-06 12:41:43,553 semantic_segmentation INFO: Iters: 103180/150000 || Lr: 0.007014 || Task Loss: 0.1879 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:31:28 || Estimated Time: 22:01:07
2023-08-06 12:42:00,334 semantic_segmentation INFO: Iters: 103190/150000 || Lr: 0.007012 || Task Loss: 0.1826 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:31:44 || Estimated Time: 22:00:50
2023-08-06 12:42:17,207 semantic_segmentation INFO: Iters: 103200/150000 || Lr: 0.007011 || Task Loss: 0.2220 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:32:01 || Estimated Time: 22:00:34
2023-08-06 12:42:17,420 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 12:42:18,163 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.418
2023-08-06 12:42:18,299 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.515
2023-08-06 12:42:18,418 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.520
2023-08-06 12:42:18,536 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.539
2023-08-06 12:42:18,654 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.533
2023-08-06 12:42:18,773 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.536
2023-08-06 12:42:18,891 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.538
2023-08-06 12:42:19,018 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.569
2023-08-06 12:42:19,152 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.614
2023-08-06 12:42:19,272 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.652
2023-08-06 12:42:19,392 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.658
2023-08-06 12:42:19,510 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.674
2023-08-06 12:42:19,634 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.691
2023-08-06 12:42:19,758 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.688
2023-08-06 12:42:19,882 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.691
2023-08-06 12:42:20,007 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.683
2023-08-06 12:42:20,129 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.684
2023-08-06 12:42:20,248 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.689
2023-08-06 12:42:20,368 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.697
2023-08-06 12:42:20,490 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.704
2023-08-06 12:42:20,610 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.705
2023-08-06 12:42:20,729 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.688
2023-08-06 12:42:20,852 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.686
2023-08-06 12:42:20,979 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.693
2023-08-06 12:42:21,099 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.703
2023-08-06 12:42:21,219 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.706
2023-08-06 12:42:21,337 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.691
2023-08-06 12:42:21,454 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.689
2023-08-06 12:42:21,571 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.691
2023-08-06 12:42:21,694 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.704
2023-08-06 12:42:21,822 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-06 12:42:21,945 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-06 12:42:22,070 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.702
2023-08-06 12:42:22,190 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-06 12:42:22,309 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.704
2023-08-06 12:42:22,429 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-06 12:42:22,551 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 12:42:22,669 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.699
2023-08-06 12:42:22,787 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.693
2023-08-06 12:42:22,914 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.694
2023-08-06 12:42:23,050 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.697
2023-08-06 12:42:23,170 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.696
2023-08-06 12:42:23,295 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.697
2023-08-06 12:42:23,417 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.699
2023-08-06 12:42:23,536 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.698
2023-08-06 12:42:23,656 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.699
2023-08-06 12:42:23,775 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.699
2023-08-06 12:42:23,895 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.698
2023-08-06 12:42:24,012 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.701
2023-08-06 12:42:24,135 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.703
2023-08-06 12:42:24,258 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.703
2023-08-06 12:42:24,383 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 12:42:24,509 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 12:42:24,633 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.714
2023-08-06 12:42:24,754 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 12:42:24,876 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 12:42:24,997 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 12:42:25,118 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 12:42:25,234 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-06 12:42:25,357 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-06 12:42:25,486 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-06 12:42:25,606 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-06 12:42:25,727 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-06 12:42:25,847 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 12:42:25,966 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-06 12:42:26,084 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 12:42:26,208 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-06 12:42:26,334 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-06 12:42:26,459 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-06 12:42:26,582 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-06 12:42:26,703 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-06 12:42:26,824 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 12:42:26,946 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 12:42:27,068 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 12:42:27,189 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 12:42:27,309 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 12:42:27,429 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 12:42:27,550 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 12:42:27,669 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 12:42:27,788 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 12:42:27,906 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 12:42:28,025 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 12:42:28,144 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 12:42:28,271 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 12:42:28,398 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 12:42:28,520 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 12:42:28,643 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 12:42:28,767 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 12:42:28,892 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 12:42:29,016 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 12:42:29,137 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 12:42:29,259 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 12:42:29,382 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 12:42:29,506 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 12:42:29,628 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 12:42:29,745 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 12:42:29,872 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 12:42:30,006 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 12:42:30,126 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 12:42:30,246 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 12:42:30,364 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 12:42:30,488 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 12:42:30,616 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 12:42:30,738 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 12:42:30,860 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 12:42:30,979 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 12:42:31,102 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 12:42:31,230 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-06 12:42:31,352 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 12:42:31,476 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-06 12:42:31,594 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 12:42:31,719 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 12:42:31,847 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.718
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2023-08-06 12:43:18,265 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 12:43:18,390 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.721
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2023-08-06 12:43:18,634 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 12:43:18,755 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.721
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2023-08-06 12:43:18,999 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 12:43:19,118 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 12:43:19,243 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 12:43:19,370 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 12:43:36,299 semantic_segmentation INFO: Iters: 103210/150000 || Lr: 0.007010 || Task Loss: 0.1238 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:33:20 || Estimated Time: 22:00:45
2023-08-06 12:43:53,084 semantic_segmentation INFO: Iters: 103220/150000 || Lr: 0.007008 || Task Loss: 0.1491 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:33:37 || Estimated Time: 22:00:28
2023-08-06 12:44:09,895 semantic_segmentation INFO: Iters: 103230/150000 || Lr: 0.007007 || Task Loss: 0.2634 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:33:54 || Estimated Time: 22:00:11
2023-08-06 12:44:26,696 semantic_segmentation INFO: Iters: 103240/150000 || Lr: 0.007006 || Task Loss: 0.2622 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:34:11 || Estimated Time: 21:59:54
2023-08-06 12:44:43,490 semantic_segmentation INFO: Iters: 103250/150000 || Lr: 0.007004 || Task Loss: 0.2008 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:34:28 || Estimated Time: 21:59:37
2023-08-06 12:45:00,278 semantic_segmentation INFO: Iters: 103260/150000 || Lr: 0.007003 || Task Loss: 0.2811 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:34:44 || Estimated Time: 21:59:20
2023-08-06 12:45:17,074 semantic_segmentation INFO: Iters: 103270/150000 || Lr: 0.007002 || Task Loss: 0.1875 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:35:01 || Estimated Time: 21:59:03
2023-08-06 12:45:33,866 semantic_segmentation INFO: Iters: 103280/150000 || Lr: 0.007000 || Task Loss: 0.2176 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:35:18 || Estimated Time: 21:58:46
2023-08-06 12:45:50,668 semantic_segmentation INFO: Iters: 103290/150000 || Lr: 0.006999 || Task Loss: 0.1946 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:35:35 || Estimated Time: 21:58:29
2023-08-06 12:46:07,455 semantic_segmentation INFO: Iters: 103300/150000 || Lr: 0.006997 || Task Loss: 0.1545 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0507|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:35:51 || Estimated Time: 21:58:12
2023-08-06 12:46:24,227 semantic_segmentation INFO: Iters: 103310/150000 || Lr: 0.006996 || Task Loss: 0.2131 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:36:08 || Estimated Time: 21:57:55
2023-08-06 12:46:41,041 semantic_segmentation INFO: Iters: 103320/150000 || Lr: 0.006995 || Task Loss: 0.1981 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:36:25 || Estimated Time: 21:57:38
2023-08-06 12:46:57,836 semantic_segmentation INFO: Iters: 103330/150000 || Lr: 0.006993 || Task Loss: 0.1879 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:36:42 || Estimated Time: 21:57:21
2023-08-06 12:47:14,635 semantic_segmentation INFO: Iters: 103340/150000 || Lr: 0.006992 || Task Loss: 0.1617 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:36:59 || Estimated Time: 21:57:04
2023-08-06 12:47:31,402 semantic_segmentation INFO: Iters: 103350/150000 || Lr: 0.006991 || Task Loss: 0.2586 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:37:15 || Estimated Time: 21:56:47
2023-08-06 12:47:48,218 semantic_segmentation INFO: Iters: 103360/150000 || Lr: 0.006989 || Task Loss: 0.1988 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:37:32 || Estimated Time: 21:56:30
2023-08-06 12:48:05,020 semantic_segmentation INFO: Iters: 103370/150000 || Lr: 0.006988 || Task Loss: 0.2880 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:37:49 || Estimated Time: 21:56:13
2023-08-06 12:48:21,823 semantic_segmentation INFO: Iters: 103380/150000 || Lr: 0.006987 || Task Loss: 0.1732 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:38:06 || Estimated Time: 21:55:56
2023-08-06 12:48:38,649 semantic_segmentation INFO: Iters: 103390/150000 || Lr: 0.006985 || Task Loss: 0.3082 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:38:23 || Estimated Time: 21:55:39
2023-08-06 12:48:55,533 semantic_segmentation INFO: Iters: 103400/150000 || Lr: 0.006984 || Task Loss: 0.3387 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:38:40 || Estimated Time: 21:55:22
2023-08-06 12:49:12,310 semantic_segmentation INFO: Iters: 103410/150000 || Lr: 0.006983 || Task Loss: 0.2059 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:38:56 || Estimated Time: 21:55:05
2023-08-06 12:49:29,115 semantic_segmentation INFO: Iters: 103420/150000 || Lr: 0.006981 || Task Loss: 0.1866 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:39:13 || Estimated Time: 21:54:48
2023-08-06 12:49:45,968 semantic_segmentation INFO: Iters: 103430/150000 || Lr: 0.006980 || Task Loss: 0.2327 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:39:30 || Estimated Time: 21:54:31
2023-08-06 12:50:02,861 semantic_segmentation INFO: Iters: 103440/150000 || Lr: 0.006979 || Task Loss: 0.2079 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:39:47 || Estimated Time: 21:54:14
2023-08-06 12:50:19,723 semantic_segmentation INFO: Iters: 103450/150000 || Lr: 0.006977 || Task Loss: 0.1421 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:40:04 || Estimated Time: 21:53:57
2023-08-06 12:50:36,556 semantic_segmentation INFO: Iters: 103460/150000 || Lr: 0.006976 || Task Loss: 0.2773 || KD Loss: 0.0950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:40:21 || Estimated Time: 21:53:40
2023-08-06 12:50:53,349 semantic_segmentation INFO: Iters: 103470/150000 || Lr: 0.006975 || Task Loss: 0.1432 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:40:37 || Estimated Time: 21:53:23
2023-08-06 12:51:10,222 semantic_segmentation INFO: Iters: 103480/150000 || Lr: 0.006973 || Task Loss: 0.2919 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:40:54 || Estimated Time: 21:53:06
2023-08-06 12:51:27,059 semantic_segmentation INFO: Iters: 103490/150000 || Lr: 0.006972 || Task Loss: 0.1385 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:41:11 || Estimated Time: 21:52:49
2023-08-06 12:51:43,943 semantic_segmentation INFO: Iters: 103500/150000 || Lr: 0.006970 || Task Loss: 0.1690 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:41:28 || Estimated Time: 21:52:32
2023-08-06 12:52:00,736 semantic_segmentation INFO: Iters: 103510/150000 || Lr: 0.006969 || Task Loss: 0.2688 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:41:45 || Estimated Time: 21:52:15
2023-08-06 12:52:17,798 semantic_segmentation INFO: Iters: 103520/150000 || Lr: 0.006968 || Task Loss: 0.2745 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:42:02 || Estimated Time: 21:51:58
2023-08-06 12:52:34,803 semantic_segmentation INFO: Iters: 103530/150000 || Lr: 0.006966 || Task Loss: 0.3174 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:42:19 || Estimated Time: 21:51:41
2023-08-06 12:52:51,723 semantic_segmentation INFO: Iters: 103540/150000 || Lr: 0.006965 || Task Loss: 0.3327 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:42:36 || Estimated Time: 21:51:24
2023-08-06 12:53:08,519 semantic_segmentation INFO: Iters: 103550/150000 || Lr: 0.006964 || Task Loss: 0.1833 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:42:53 || Estimated Time: 21:51:07
2023-08-06 12:53:25,305 semantic_segmentation INFO: Iters: 103560/150000 || Lr: 0.006962 || Task Loss: 0.2164 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:43:09 || Estimated Time: 21:50:50
2023-08-06 12:53:42,102 semantic_segmentation INFO: Iters: 103570/150000 || Lr: 0.006961 || Task Loss: 0.1670 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:43:26 || Estimated Time: 21:50:33
2023-08-06 12:53:58,926 semantic_segmentation INFO: Iters: 103580/150000 || Lr: 0.006960 || Task Loss: 0.2391 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:43:43 || Estimated Time: 21:50:16
2023-08-06 12:54:15,770 semantic_segmentation INFO: Iters: 103590/150000 || Lr: 0.006958 || Task Loss: 0.3214 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:44:00 || Estimated Time: 21:49:59
2023-08-06 12:54:32,601 semantic_segmentation INFO: Iters: 103600/150000 || Lr: 0.006957 || Task Loss: 0.1988 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:44:17 || Estimated Time: 21:49:42
2023-08-06 12:54:49,360 semantic_segmentation INFO: Iters: 103610/150000 || Lr: 0.006956 || Task Loss: 0.2738 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:44:33 || Estimated Time: 21:49:25
2023-08-06 12:55:06,151 semantic_segmentation INFO: Iters: 103620/150000 || Lr: 0.006954 || Task Loss: 0.2683 || KD Loss: 0.1250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:44:50 || Estimated Time: 21:49:08
2023-08-06 12:55:22,964 semantic_segmentation INFO: Iters: 103630/150000 || Lr: 0.006953 || Task Loss: 0.2483 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:07 || Estimated Time: 21:48:51
2023-08-06 12:55:39,764 semantic_segmentation INFO: Iters: 103640/150000 || Lr: 0.006952 || Task Loss: 0.2778 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:24 || Estimated Time: 21:48:34
2023-08-06 12:55:56,477 semantic_segmentation INFO: Iters: 103650/150000 || Lr: 0.006950 || Task Loss: 0.3162 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:41 || Estimated Time: 21:48:17
2023-08-06 12:56:13,274 semantic_segmentation INFO: Iters: 103660/150000 || Lr: 0.006949 || Task Loss: 0.2759 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:57 || Estimated Time: 21:48:00
2023-08-06 12:56:30,045 semantic_segmentation INFO: Iters: 103670/150000 || Lr: 0.006948 || Task Loss: 0.3199 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:46:14 || Estimated Time: 21:47:43
2023-08-06 12:56:46,843 semantic_segmentation INFO: Iters: 103680/150000 || Lr: 0.006946 || Task Loss: 0.2258 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:46:31 || Estimated Time: 21:47:26
2023-08-06 12:57:03,638 semantic_segmentation INFO: Iters: 103690/150000 || Lr: 0.006945 || Task Loss: 0.1769 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:46:48 || Estimated Time: 21:47:09
2023-08-06 12:57:20,422 semantic_segmentation INFO: Iters: 103700/150000 || Lr: 0.006944 || Task Loss: 0.1947 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:47:04 || Estimated Time: 21:46:52
2023-08-06 12:57:37,231 semantic_segmentation INFO: Iters: 103710/150000 || Lr: 0.006942 || Task Loss: 0.1557 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:47:21 || Estimated Time: 21:46:35
2023-08-06 12:57:54,026 semantic_segmentation INFO: Iters: 103720/150000 || Lr: 0.006941 || Task Loss: 0.2000 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:47:38 || Estimated Time: 21:46:18
2023-08-06 12:58:10,811 semantic_segmentation INFO: Iters: 103730/150000 || Lr: 0.006939 || Task Loss: 0.2392 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:47:55 || Estimated Time: 21:46:01
2023-08-06 12:58:27,594 semantic_segmentation INFO: Iters: 103740/150000 || Lr: 0.006938 || Task Loss: 0.2681 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:48:12 || Estimated Time: 21:45:44
2023-08-06 12:58:44,349 semantic_segmentation INFO: Iters: 103750/150000 || Lr: 0.006937 || Task Loss: 0.1141 || KD Loss: 0.0236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:48:28 || Estimated Time: 21:45:27
2023-08-06 12:59:01,185 semantic_segmentation INFO: Iters: 103760/150000 || Lr: 0.006935 || Task Loss: 0.2237 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:48:45 || Estimated Time: 21:45:10
2023-08-06 12:59:17,978 semantic_segmentation INFO: Iters: 103770/150000 || Lr: 0.006934 || Task Loss: 0.2244 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:49:02 || Estimated Time: 21:44:53
2023-08-06 12:59:34,791 semantic_segmentation INFO: Iters: 103780/150000 || Lr: 0.006933 || Task Loss: 0.2168 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:49:19 || Estimated Time: 21:44:36
2023-08-06 12:59:51,633 semantic_segmentation INFO: Iters: 103790/150000 || Lr: 0.006931 || Task Loss: 0.1779 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:49:36 || Estimated Time: 21:44:19
2023-08-06 13:00:08,485 semantic_segmentation INFO: Iters: 103800/150000 || Lr: 0.006930 || Task Loss: 0.1721 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:49:53 || Estimated Time: 21:44:02
2023-08-06 13:00:25,221 semantic_segmentation INFO: Iters: 103810/150000 || Lr: 0.006929 || Task Loss: 0.1421 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:50:09 || Estimated Time: 21:43:45
2023-08-06 13:00:42,048 semantic_segmentation INFO: Iters: 103820/150000 || Lr: 0.006927 || Task Loss: 0.1057 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:50:26 || Estimated Time: 21:43:28
2023-08-06 13:00:58,811 semantic_segmentation INFO: Iters: 103830/150000 || Lr: 0.006926 || Task Loss: 0.2374 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:50:43 || Estimated Time: 21:43:11
2023-08-06 13:01:15,559 semantic_segmentation INFO: Iters: 103840/150000 || Lr: 0.006925 || Task Loss: 0.2115 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:51:00 || Estimated Time: 21:42:54
2023-08-06 13:01:32,338 semantic_segmentation INFO: Iters: 103850/150000 || Lr: 0.006923 || Task Loss: 0.2628 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:51:16 || Estimated Time: 21:42:37
2023-08-06 13:01:49,141 semantic_segmentation INFO: Iters: 103860/150000 || Lr: 0.006922 || Task Loss: 0.2318 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:51:33 || Estimated Time: 21:42:20
2023-08-06 13:02:05,944 semantic_segmentation INFO: Iters: 103870/150000 || Lr: 0.006921 || Task Loss: 0.2698 || KD Loss: 0.0788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:51:50 || Estimated Time: 21:42:03
2023-08-06 13:02:22,727 semantic_segmentation INFO: Iters: 103880/150000 || Lr: 0.006919 || Task Loss: 0.2397 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:52:07 || Estimated Time: 21:41:46
2023-08-06 13:02:39,499 semantic_segmentation INFO: Iters: 103890/150000 || Lr: 0.006918 || Task Loss: 0.2136 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:52:24 || Estimated Time: 21:41:29
2023-08-06 13:02:56,309 semantic_segmentation INFO: Iters: 103900/150000 || Lr: 0.006917 || Task Loss: 0.2231 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:52:40 || Estimated Time: 21:41:12
2023-08-06 13:03:13,103 semantic_segmentation INFO: Iters: 103910/150000 || Lr: 0.006915 || Task Loss: 0.2942 || KD Loss: 0.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:52:57 || Estimated Time: 21:40:55
2023-08-06 13:03:29,891 semantic_segmentation INFO: Iters: 103920/150000 || Lr: 0.006914 || Task Loss: 0.1694 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:53:14 || Estimated Time: 21:40:38
2023-08-06 13:03:46,664 semantic_segmentation INFO: Iters: 103930/150000 || Lr: 0.006912 || Task Loss: 0.2913 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:53:31 || Estimated Time: 21:40:21
2023-08-06 13:04:03,478 semantic_segmentation INFO: Iters: 103940/150000 || Lr: 0.006911 || Task Loss: 0.1729 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:53:48 || Estimated Time: 21:40:04
2023-08-06 13:04:20,279 semantic_segmentation INFO: Iters: 103950/150000 || Lr: 0.006910 || Task Loss: 0.2621 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:54:04 || Estimated Time: 21:39:47
2023-08-06 13:04:37,079 semantic_segmentation INFO: Iters: 103960/150000 || Lr: 0.006908 || Task Loss: 0.2344 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:54:21 || Estimated Time: 21:39:30
2023-08-06 13:04:53,891 semantic_segmentation INFO: Iters: 103970/150000 || Lr: 0.006907 || Task Loss: 0.2572 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:54:38 || Estimated Time: 21:39:13
2023-08-06 13:05:10,668 semantic_segmentation INFO: Iters: 103980/150000 || Lr: 0.006906 || Task Loss: 0.2590 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:54:55 || Estimated Time: 21:38:56
2023-08-06 13:05:27,507 semantic_segmentation INFO: Iters: 103990/150000 || Lr: 0.006904 || Task Loss: 0.2037 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:55:12 || Estimated Time: 21:38:39
2023-08-06 13:05:44,263 semantic_segmentation INFO: Iters: 104000/150000 || Lr: 0.006903 || Task Loss: 0.1973 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:55:28 || Estimated Time: 21:38:22
2023-08-06 13:05:44,477 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 13:05:45,372 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.416
2023-08-06 13:05:45,491 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.505
2023-08-06 13:05:45,616 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.507
2023-08-06 13:05:45,741 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.529
2023-08-06 13:05:45,862 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.522
2023-08-06 13:05:45,985 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.527
2023-08-06 13:05:46,108 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.567
2023-08-06 13:05:46,231 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.609
2023-08-06 13:05:46,353 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.659
2023-08-06 13:05:46,472 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.715
2023-08-06 13:05:46,599 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.716
2023-08-06 13:05:46,730 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.717
2023-08-06 13:05:46,848 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.723
2023-08-06 13:05:46,967 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.719
2023-08-06 13:05:47,084 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.720
2023-08-06 13:05:47,202 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.709
2023-08-06 13:05:47,320 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.712
2023-08-06 13:05:47,442 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.715
2023-08-06 13:05:47,566 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.723
2023-08-06 13:05:47,687 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.731
2023-08-06 13:05:47,805 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.732
2023-08-06 13:05:47,922 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:05:48,046 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.725
2023-08-06 13:05:48,174 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 13:05:48,296 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 13:05:48,416 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 13:05:48,533 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.725
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2023-08-06 13:06:36,808 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 13:06:36,930 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 13:06:37,054 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 13:06:37,179 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:37,303 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:37,426 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:37,550 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:37,673 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:37,798 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:37,928 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:38,050 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:38,172 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:38,292 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:38,414 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:38,538 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:38,666 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:38,791 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:38,914 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 13:06:39,034 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:39,155 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 13:06:39,277 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 13:06:39,398 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 13:06:39,515 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:39,639 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 13:06:39,767 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:39,891 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:40,013 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:40,133 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:40,259 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:40,389 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:40,511 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:40,633 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:40,754 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:40,876 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:41,000 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 13:06:41,125 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:41,250 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:41,372 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:41,493 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:41,615 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:41,733 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:41,853 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:41,971 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:42,095 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:42,221 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:42,345 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:42,469 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:42,591 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:42,715 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:42,842 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:42,967 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:43,091 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:43,214 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:43,335 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 13:06:43,457 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:43,576 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:43,699 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:43,818 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 13:06:43,944 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:44,075 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:44,196 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:44,317 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 13:06:44,437 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 13:06:44,563 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 13:06:44,692 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:44,816 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:44,939 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:45,059 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:45,180 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:45,303 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:45,427 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 13:06:45,548 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:06:45,667 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:06:45,793 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:06:45,924 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:06:46,046 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:06:46,170 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:06:46,292 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:06:46,411 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:06:46,531 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:06:46,649 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:07:03,671 semantic_segmentation INFO: Iters: 104010/150000 || Lr: 0.006902 || Task Loss: 0.1788 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:56:48 || Estimated Time: 21:38:33
2023-08-06 13:07:20,497 semantic_segmentation INFO: Iters: 104020/150000 || Lr: 0.006900 || Task Loss: 0.3229 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:57:05 || Estimated Time: 21:38:16
2023-08-06 13:07:37,291 semantic_segmentation INFO: Iters: 104030/150000 || Lr: 0.006899 || Task Loss: 0.1804 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:57:21 || Estimated Time: 21:37:59
2023-08-06 13:07:54,145 semantic_segmentation INFO: Iters: 104040/150000 || Lr: 0.006898 || Task Loss: 0.1933 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:57:38 || Estimated Time: 21:37:42
2023-08-06 13:08:10,957 semantic_segmentation INFO: Iters: 104050/150000 || Lr: 0.006896 || Task Loss: 0.2074 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:57:55 || Estimated Time: 21:37:25
2023-08-06 13:08:27,735 semantic_segmentation INFO: Iters: 104060/150000 || Lr: 0.006895 || Task Loss: 0.2382 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:58:12 || Estimated Time: 21:37:08
2023-08-06 13:08:44,521 semantic_segmentation INFO: Iters: 104070/150000 || Lr: 0.006894 || Task Loss: 0.2371 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:58:29 || Estimated Time: 21:36:51
2023-08-06 13:09:01,280 semantic_segmentation INFO: Iters: 104080/150000 || Lr: 0.006892 || Task Loss: 0.2270 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:58:45 || Estimated Time: 21:36:34
2023-08-06 13:09:18,060 semantic_segmentation INFO: Iters: 104090/150000 || Lr: 0.006891 || Task Loss: 0.2610 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:59:02 || Estimated Time: 21:36:17
2023-08-06 13:09:34,838 semantic_segmentation INFO: Iters: 104100/150000 || Lr: 0.006890 || Task Loss: 0.2201 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:59:19 || Estimated Time: 21:36:00
2023-08-06 13:09:51,580 semantic_segmentation INFO: Iters: 104110/150000 || Lr: 0.006888 || Task Loss: 0.2098 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:59:36 || Estimated Time: 21:35:43
2023-08-06 13:10:08,423 semantic_segmentation INFO: Iters: 104120/150000 || Lr: 0.006887 || Task Loss: 0.1462 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:59:52 || Estimated Time: 21:35:26
2023-08-06 13:10:25,226 semantic_segmentation INFO: Iters: 104130/150000 || Lr: 0.006885 || Task Loss: 0.1504 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:00:09 || Estimated Time: 21:35:09
2023-08-06 13:10:41,960 semantic_segmentation INFO: Iters: 104140/150000 || Lr: 0.006884 || Task Loss: 0.2182 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:00:26 || Estimated Time: 21:34:52
2023-08-06 13:10:58,751 semantic_segmentation INFO: Iters: 104150/150000 || Lr: 0.006883 || Task Loss: 0.2256 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:00:43 || Estimated Time: 21:34:35
2023-08-06 13:11:15,545 semantic_segmentation INFO: Iters: 104160/150000 || Lr: 0.006881 || Task Loss: 0.1677 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:01:00 || Estimated Time: 21:34:18
2023-08-06 13:11:32,253 semantic_segmentation INFO: Iters: 104170/150000 || Lr: 0.006880 || Task Loss: 0.2306 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:01:16 || Estimated Time: 21:34:01
2023-08-06 13:11:49,058 semantic_segmentation INFO: Iters: 104180/150000 || Lr: 0.006879 || Task Loss: 0.1683 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:01:33 || Estimated Time: 21:33:44
2023-08-06 13:12:05,790 semantic_segmentation INFO: Iters: 104190/150000 || Lr: 0.006877 || Task Loss: 0.2174 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:01:50 || Estimated Time: 21:33:27
2023-08-06 13:12:22,574 semantic_segmentation INFO: Iters: 104200/150000 || Lr: 0.006876 || Task Loss: 0.3040 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:02:07 || Estimated Time: 21:33:10
2023-08-06 13:12:39,389 semantic_segmentation INFO: Iters: 104210/150000 || Lr: 0.006875 || Task Loss: 0.1498 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:02:23 || Estimated Time: 21:32:53
2023-08-06 13:12:56,106 semantic_segmentation INFO: Iters: 104220/150000 || Lr: 0.006873 || Task Loss: 0.2216 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:02:40 || Estimated Time: 21:32:36
2023-08-06 13:13:12,802 semantic_segmentation INFO: Iters: 104230/150000 || Lr: 0.006872 || Task Loss: 0.1942 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:02:57 || Estimated Time: 21:32:19
2023-08-06 13:13:29,559 semantic_segmentation INFO: Iters: 104240/150000 || Lr: 0.006871 || Task Loss: 0.1254 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:03:14 || Estimated Time: 21:32:02
2023-08-06 13:13:46,357 semantic_segmentation INFO: Iters: 104250/150000 || Lr: 0.006869 || Task Loss: 0.1948 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:03:30 || Estimated Time: 21:31:45
2023-08-06 13:14:03,140 semantic_segmentation INFO: Iters: 104260/150000 || Lr: 0.006868 || Task Loss: 0.2656 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:03:47 || Estimated Time: 21:31:28
2023-08-06 13:14:19,942 semantic_segmentation INFO: Iters: 104270/150000 || Lr: 0.006867 || Task Loss: 0.3349 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:04:04 || Estimated Time: 21:31:11
2023-08-06 13:14:36,723 semantic_segmentation INFO: Iters: 104280/150000 || Lr: 0.006865 || Task Loss: 0.3123 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:04:21 || Estimated Time: 21:30:54
2023-08-06 13:14:53,516 semantic_segmentation INFO: Iters: 104290/150000 || Lr: 0.006864 || Task Loss: 0.3290 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:04:38 || Estimated Time: 21:30:37
2023-08-06 13:15:10,299 semantic_segmentation INFO: Iters: 104300/150000 || Lr: 0.006862 || Task Loss: 0.1679 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:04:54 || Estimated Time: 21:30:20
2023-08-06 13:15:27,108 semantic_segmentation INFO: Iters: 104310/150000 || Lr: 0.006861 || Task Loss: 0.1476 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:05:11 || Estimated Time: 21:30:03
2023-08-06 13:15:43,898 semantic_segmentation INFO: Iters: 104320/150000 || Lr: 0.006860 || Task Loss: 0.2010 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:05:28 || Estimated Time: 21:29:46
2023-08-06 13:16:00,688 semantic_segmentation INFO: Iters: 104330/150000 || Lr: 0.006858 || Task Loss: 0.2367 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:05:45 || Estimated Time: 21:29:29
2023-08-06 13:16:17,487 semantic_segmentation INFO: Iters: 104340/150000 || Lr: 0.006857 || Task Loss: 0.1407 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:06:02 || Estimated Time: 21:29:12
2023-08-06 13:16:34,333 semantic_segmentation INFO: Iters: 104350/150000 || Lr: 0.006856 || Task Loss: 0.2732 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:06:18 || Estimated Time: 21:28:55
2023-08-06 13:16:51,144 semantic_segmentation INFO: Iters: 104360/150000 || Lr: 0.006854 || Task Loss: 0.2181 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:06:35 || Estimated Time: 21:28:38
2023-08-06 13:17:08,140 semantic_segmentation INFO: Iters: 104370/150000 || Lr: 0.006853 || Task Loss: 0.2013 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:06:52 || Estimated Time: 21:28:21
2023-08-06 13:17:25,073 semantic_segmentation INFO: Iters: 104380/150000 || Lr: 0.006852 || Task Loss: 0.1807 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:07:09 || Estimated Time: 21:28:04
2023-08-06 13:17:41,952 semantic_segmentation INFO: Iters: 104390/150000 || Lr: 0.006850 || Task Loss: 0.3098 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:07:26 || Estimated Time: 21:27:47
2023-08-06 13:17:58,703 semantic_segmentation INFO: Iters: 104400/150000 || Lr: 0.006849 || Task Loss: 0.2944 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:07:43 || Estimated Time: 21:27:30
2023-08-06 13:18:15,441 semantic_segmentation INFO: Iters: 104410/150000 || Lr: 0.006848 || Task Loss: 0.2285 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:07:59 || Estimated Time: 21:27:13
2023-08-06 13:18:32,106 semantic_segmentation INFO: Iters: 104420/150000 || Lr: 0.006846 || Task Loss: 0.2772 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:08:16 || Estimated Time: 21:26:56
2023-08-06 13:18:48,895 semantic_segmentation INFO: Iters: 104430/150000 || Lr: 0.006845 || Task Loss: 0.2039 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:08:33 || Estimated Time: 21:26:39
2023-08-06 13:19:05,639 semantic_segmentation INFO: Iters: 104440/150000 || Lr: 0.006844 || Task Loss: 0.1360 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:08:50 || Estimated Time: 21:26:22
2023-08-06 13:19:22,434 semantic_segmentation INFO: Iters: 104450/150000 || Lr: 0.006842 || Task Loss: 0.1928 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:09:06 || Estimated Time: 21:26:05
2023-08-06 13:19:39,229 semantic_segmentation INFO: Iters: 104460/150000 || Lr: 0.006841 || Task Loss: 0.3594 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:09:23 || Estimated Time: 21:25:48
2023-08-06 13:19:56,019 semantic_segmentation INFO: Iters: 104470/150000 || Lr: 0.006839 || Task Loss: 0.2413 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:09:40 || Estimated Time: 21:25:31
2023-08-06 13:20:12,787 semantic_segmentation INFO: Iters: 104480/150000 || Lr: 0.006838 || Task Loss: 0.1342 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:09:57 || Estimated Time: 21:25:14
2023-08-06 13:20:29,654 semantic_segmentation INFO: Iters: 104490/150000 || Lr: 0.006837 || Task Loss: 0.2943 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:10:14 || Estimated Time: 21:24:57
2023-08-06 13:20:46,409 semantic_segmentation INFO: Iters: 104500/150000 || Lr: 0.006835 || Task Loss: 0.1897 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:10:30 || Estimated Time: 21:24:40
2023-08-06 13:21:03,182 semantic_segmentation INFO: Iters: 104510/150000 || Lr: 0.006834 || Task Loss: 0.2077 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:10:47 || Estimated Time: 21:24:23
2023-08-06 13:21:19,990 semantic_segmentation INFO: Iters: 104520/150000 || Lr: 0.006833 || Task Loss: 0.1674 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:11:04 || Estimated Time: 21:24:06
2023-08-06 13:21:36,783 semantic_segmentation INFO: Iters: 104530/150000 || Lr: 0.006831 || Task Loss: 0.1617 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:11:21 || Estimated Time: 21:23:49
2023-08-06 13:21:53,611 semantic_segmentation INFO: Iters: 104540/150000 || Lr: 0.006830 || Task Loss: 0.1692 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:11:38 || Estimated Time: 21:23:32
2023-08-06 13:22:10,413 semantic_segmentation INFO: Iters: 104550/150000 || Lr: 0.006829 || Task Loss: 0.1502 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:11:54 || Estimated Time: 21:23:15
2023-08-06 13:22:27,238 semantic_segmentation INFO: Iters: 104560/150000 || Lr: 0.006827 || Task Loss: 0.1995 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:12:11 || Estimated Time: 21:22:58
2023-08-06 13:22:44,070 semantic_segmentation INFO: Iters: 104570/150000 || Lr: 0.006826 || Task Loss: 0.2350 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:12:28 || Estimated Time: 21:22:41
2023-08-06 13:23:00,865 semantic_segmentation INFO: Iters: 104580/150000 || Lr: 0.006825 || Task Loss: 0.2530 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:12:45 || Estimated Time: 21:22:24
2023-08-06 13:23:17,658 semantic_segmentation INFO: Iters: 104590/150000 || Lr: 0.006823 || Task Loss: 0.1839 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:13:02 || Estimated Time: 21:22:07
2023-08-06 13:23:34,473 semantic_segmentation INFO: Iters: 104600/150000 || Lr: 0.006822 || Task Loss: 0.2331 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:13:19 || Estimated Time: 21:21:50
2023-08-06 13:23:51,325 semantic_segmentation INFO: Iters: 104610/150000 || Lr: 0.006821 || Task Loss: 0.1987 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:13:35 || Estimated Time: 21:21:33
2023-08-06 13:24:08,130 semantic_segmentation INFO: Iters: 104620/150000 || Lr: 0.006819 || Task Loss: 0.2559 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:13:52 || Estimated Time: 21:21:16
2023-08-06 13:24:24,970 semantic_segmentation INFO: Iters: 104630/150000 || Lr: 0.006818 || Task Loss: 0.2361 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:14:09 || Estimated Time: 21:20:59
2023-08-06 13:24:41,891 semantic_segmentation INFO: Iters: 104640/150000 || Lr: 0.006817 || Task Loss: 0.2384 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:14:26 || Estimated Time: 21:20:42
2023-08-06 13:24:58,716 semantic_segmentation INFO: Iters: 104650/150000 || Lr: 0.006815 || Task Loss: 0.2913 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:14:43 || Estimated Time: 21:20:25
2023-08-06 13:25:15,498 semantic_segmentation INFO: Iters: 104660/150000 || Lr: 0.006814 || Task Loss: 0.1964 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:15:00 || Estimated Time: 21:20:08
2023-08-06 13:25:32,364 semantic_segmentation INFO: Iters: 104670/150000 || Lr: 0.006812 || Task Loss: 0.2347 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:15:16 || Estimated Time: 21:19:51
2023-08-06 13:25:49,235 semantic_segmentation INFO: Iters: 104680/150000 || Lr: 0.006811 || Task Loss: 0.2126 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:15:33 || Estimated Time: 21:19:34
2023-08-06 13:26:06,148 semantic_segmentation INFO: Iters: 104690/150000 || Lr: 0.006810 || Task Loss: 0.1774 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:15:50 || Estimated Time: 21:19:17
2023-08-06 13:26:23,040 semantic_segmentation INFO: Iters: 104700/150000 || Lr: 0.006808 || Task Loss: 0.3291 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:16:07 || Estimated Time: 21:19:00
2023-08-06 13:26:39,884 semantic_segmentation INFO: Iters: 104710/150000 || Lr: 0.006807 || Task Loss: 0.2340 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:16:24 || Estimated Time: 21:18:43
2023-08-06 13:26:56,834 semantic_segmentation INFO: Iters: 104720/150000 || Lr: 0.006806 || Task Loss: 0.2165 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:16:41 || Estimated Time: 21:18:26
2023-08-06 13:27:13,668 semantic_segmentation INFO: Iters: 104730/150000 || Lr: 0.006804 || Task Loss: 0.1578 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:16:58 || Estimated Time: 21:18:09
2023-08-06 13:27:30,591 semantic_segmentation INFO: Iters: 104740/150000 || Lr: 0.006803 || Task Loss: 0.2178 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:17:15 || Estimated Time: 21:17:52
2023-08-06 13:27:47,450 semantic_segmentation INFO: Iters: 104750/150000 || Lr: 0.006802 || Task Loss: 0.1732 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:17:31 || Estimated Time: 21:17:35
2023-08-06 13:28:04,318 semantic_segmentation INFO: Iters: 104760/150000 || Lr: 0.006800 || Task Loss: 0.2221 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:17:48 || Estimated Time: 21:17:18
2023-08-06 13:28:21,161 semantic_segmentation INFO: Iters: 104770/150000 || Lr: 0.006799 || Task Loss: 0.2031 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:18:05 || Estimated Time: 21:17:01
2023-08-06 13:28:37,978 semantic_segmentation INFO: Iters: 104780/150000 || Lr: 0.006798 || Task Loss: 0.2293 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:18:22 || Estimated Time: 21:16:44
2023-08-06 13:28:54,789 semantic_segmentation INFO: Iters: 104790/150000 || Lr: 0.006796 || Task Loss: 0.1632 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:18:39 || Estimated Time: 21:16:27
2023-08-06 13:29:11,626 semantic_segmentation INFO: Iters: 104800/150000 || Lr: 0.006795 || Task Loss: 0.2068 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:18:56 || Estimated Time: 21:16:10
2023-08-06 13:29:12,369 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 13:29:13,266 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.414
2023-08-06 13:29:13,391 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.511
2023-08-06 13:29:13,512 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.528
2023-08-06 13:29:13,629 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.548
2023-08-06 13:29:13,748 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.540
2023-08-06 13:29:13,865 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.542
2023-08-06 13:29:13,986 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.578
2023-08-06 13:29:14,110 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.617
2023-08-06 13:29:14,233 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.667
2023-08-06 13:29:14,356 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.719
2023-08-06 13:29:14,481 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.724
2023-08-06 13:29:14,600 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.744
2023-08-06 13:29:14,719 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.747
2023-08-06 13:29:14,841 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.736
2023-08-06 13:29:14,962 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.733
2023-08-06 13:29:15,081 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.725
2023-08-06 13:29:15,205 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.726
2023-08-06 13:29:15,332 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.731
2023-08-06 13:29:15,451 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.735
2023-08-06 13:29:15,572 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.743
2023-08-06 13:29:15,690 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.743
2023-08-06 13:29:15,814 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.724
2023-08-06 13:29:15,941 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 13:29:16,059 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:29:16,178 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 13:29:16,294 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 13:29:16,411 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 13:29:16,529 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 13:29:16,654 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-06 13:29:16,781 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 13:29:16,907 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 13:29:17,030 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-06 13:29:17,149 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 13:29:17,269 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 13:29:17,389 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 13:29:17,508 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 13:29:17,625 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 13:29:17,742 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-06 13:29:17,866 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.710
2023-08-06 13:29:17,995 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.711
2023-08-06 13:29:18,114 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 13:29:18,234 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 13:29:18,353 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 13:29:18,479 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 13:29:18,611 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 13:29:18,731 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.715
2023-08-06 13:29:18,850 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 13:29:18,970 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 13:29:19,088 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.717
2023-08-06 13:29:19,205 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 13:29:19,329 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-06 13:29:19,454 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 13:29:19,577 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 13:29:19,700 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-06 13:29:19,823 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.729
2023-08-06 13:29:19,942 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-06 13:29:20,061 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.733
2023-08-06 13:29:20,181 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 13:29:20,300 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 13:29:20,417 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 13:29:20,545 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-06 13:29:20,677 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-06 13:29:20,799 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 13:29:20,921 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 13:29:21,041 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 13:29:21,163 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 13:29:21,290 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 13:29:21,412 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 13:29:21,532 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 13:29:21,653 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 13:29:21,777 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 13:29:21,904 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 13:29:22,028 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 13:29:22,151 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 13:29:22,270 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 13:29:22,400 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 13:29:22,527 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 13:29:22,651 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 13:29:22,780 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 13:29:22,910 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 13:29:23,031 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 13:29:23,151 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 13:29:23,272 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 13:29:23,392 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 13:29:23,513 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 13:29:23,637 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-06 13:29:23,764 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 13:29:23,891 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 13:29:24,013 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 13:29:24,137 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 13:29:24,263 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-06 13:29:24,388 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 13:29:24,507 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 13:29:24,633 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 13:29:24,763 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 13:29:24,882 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 13:29:25,003 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 13:29:25,121 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-06 13:29:25,243 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.725
2023-08-06 13:29:25,368 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.725
2023-08-06 13:29:25,492 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 13:29:25,616 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-06 13:29:25,738 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:25,861 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:25,984 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:26,106 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:26,228 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:26,348 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:26,474 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-06 13:29:26,607 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:26,726 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:26,847 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:26,968 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.722
2023-08-06 13:29:27,089 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 13:29:27,212 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 13:29:27,338 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 13:29:27,464 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-06 13:29:27,587 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 13:29:27,707 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 13:29:27,830 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-06 13:29:27,951 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.726
2023-08-06 13:29:28,073 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 13:29:28,191 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-06 13:29:28,316 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 13:29:28,445 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 13:29:28,570 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 13:29:28,695 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-06 13:29:28,819 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.731
2023-08-06 13:29:28,944 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-06 13:29:29,070 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 13:29:29,196 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 13:29:29,320 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 13:29:29,442 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 13:29:29,563 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 13:29:29,687 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.729
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2023-08-06 13:29:53,595 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.946, mIoU: 0.715
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2023-08-06 13:29:53,855 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-06 13:29:53,979 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-06 13:29:54,107 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-06 13:29:54,229 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-06 13:29:54,354 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-06 13:29:54,478 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-06 13:29:54,599 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-06 13:29:54,727 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-06 13:29:54,859 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 13:29:54,983 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 13:29:55,104 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 13:29:55,227 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 13:29:55,353 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 13:29:55,482 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 13:29:55,607 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 13:29:55,732 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.947, mIoU: 0.716
2023-08-06 13:29:55,852 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-06 13:29:55,977 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-06 13:29:56,101 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-06 13:29:56,224 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-06 13:29:56,345 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 13:29:56,464 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-06 13:29:56,594 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-06 13:29:56,725 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-06 13:29:56,847 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 13:29:56,969 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 13:29:57,090 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 13:29:57,213 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 13:29:57,338 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 13:29:57,460 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 13:29:57,578 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 13:29:57,703 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 13:29:57,833 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-06 13:29:57,961 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 13:29:58,086 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 13:29:58,209 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 13:29:58,333 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-06 13:29:58,456 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-06 13:29:58,578 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-06 13:29:58,697 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-06 13:29:58,815 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-06 13:29:58,933 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 13:29:59,055 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 13:29:59,180 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 13:29:59,302 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 13:29:59,422 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 13:29:59,538 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 13:29:59,664 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 13:29:59,794 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 13:29:59,917 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 13:30:00,041 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 13:30:00,163 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 13:30:00,288 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 13:30:00,411 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 13:30:00,534 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 13:30:00,659 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 13:30:00,785 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 13:30:00,905 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 13:30:01,024 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 13:30:01,143 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 13:30:01,261 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 13:30:01,379 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 13:30:01,504 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:01,636 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:01,758 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:01,882 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:02,003 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:02,124 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:02,244 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:02,362 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:02,482 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:02,601 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:02,729 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:30:02,864 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 13:30:02,984 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 13:30:03,108 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 13:30:03,231 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 13:30:03,351 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 13:30:03,471 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.723
2023-08-06 13:30:03,592 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 13:30:03,712 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 13:30:03,830 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 13:30:03,954 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 13:30:04,084 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 13:30:04,210 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 13:30:04,337 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 13:30:04,461 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 13:30:04,579 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 13:30:04,698 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:04,816 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:04,935 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:05,053 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:05,180 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:05,313 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:05,435 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:05,559 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:05,682 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:05,803 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:05,926 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:06,049 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:06,171 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 13:30:06,288 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:06,417 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:06,547 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:06,671 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:06,797 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:06,921 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:07,042 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:07,162 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:07,283 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:07,401 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:07,521 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:07,649 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:30:07,779 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 13:30:07,904 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 13:30:08,026 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 13:30:08,146 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 13:30:08,267 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 13:30:08,388 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 13:30:08,509 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 13:30:08,628 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 13:30:08,747 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-06 13:30:08,873 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:30:09,007 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:09,129 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:09,255 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:09,378 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:09,498 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:09,615 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:09,738 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:09,856 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:09,973 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:10,103 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:10,236 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:10,359 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:10,482 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:10,602 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:10,724 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:10,849 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:10,973 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:11,092 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:11,211 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:11,337 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:11,464 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:11,589 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:11,715 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:11,840 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:11,960 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:12,079 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:12,199 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:12,321 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:12,439 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:12,569 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:12,706 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:30:12,829 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:12,957 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:13,084 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:13,210 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:13,334 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:30:13,456 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 13:30:13,580 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 13:30:13,706 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 13:30:13,829 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 13:30:13,949 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 13:30:14,068 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 13:30:14,192 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 13:30:14,317 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 13:30:14,445 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 13:30:14,574 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 13:30:31,483 semantic_segmentation INFO: Iters: 104810/150000 || Lr: 0.006794 || Task Loss: 0.1889 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:20:16 || Estimated Time: 21:16:20
2023-08-06 13:30:48,341 semantic_segmentation INFO: Iters: 104820/150000 || Lr: 0.006792 || Task Loss: 0.2038 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:20:32 || Estimated Time: 21:16:03
2023-08-06 13:31:05,147 semantic_segmentation INFO: Iters: 104830/150000 || Lr: 0.006791 || Task Loss: 0.1802 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:20:49 || Estimated Time: 21:15:46
2023-08-06 13:31:21,987 semantic_segmentation INFO: Iters: 104840/150000 || Lr: 0.006789 || Task Loss: 0.1901 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:21:06 || Estimated Time: 21:15:29
2023-08-06 13:31:38,862 semantic_segmentation INFO: Iters: 104850/150000 || Lr: 0.006788 || Task Loss: 0.5058 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:21:23 || Estimated Time: 21:15:12
2023-08-06 13:31:55,653 semantic_segmentation INFO: Iters: 104860/150000 || Lr: 0.006787 || Task Loss: 0.2077 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:21:40 || Estimated Time: 21:14:55
2023-08-06 13:32:12,459 semantic_segmentation INFO: Iters: 104870/150000 || Lr: 0.006785 || Task Loss: 0.2733 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:21:56 || Estimated Time: 21:14:38
2023-08-06 13:32:29,294 semantic_segmentation INFO: Iters: 104880/150000 || Lr: 0.006784 || Task Loss: 0.4880 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:22:13 || Estimated Time: 21:14:21
2023-08-06 13:32:46,156 semantic_segmentation INFO: Iters: 104890/150000 || Lr: 0.006783 || Task Loss: 0.2030 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:22:30 || Estimated Time: 21:14:04
2023-08-06 13:33:03,027 semantic_segmentation INFO: Iters: 104900/150000 || Lr: 0.006781 || Task Loss: 0.1649 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:22:47 || Estimated Time: 21:13:47
2023-08-06 13:33:19,821 semantic_segmentation INFO: Iters: 104910/150000 || Lr: 0.006780 || Task Loss: 0.1543 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:23:04 || Estimated Time: 21:13:30
2023-08-06 13:33:36,623 semantic_segmentation INFO: Iters: 104920/150000 || Lr: 0.006779 || Task Loss: 0.2183 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:23:21 || Estimated Time: 21:13:13
2023-08-06 13:33:53,470 semantic_segmentation INFO: Iters: 104930/150000 || Lr: 0.006777 || Task Loss: 0.2172 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:23:38 || Estimated Time: 21:12:56
2023-08-06 13:34:10,303 semantic_segmentation INFO: Iters: 104940/150000 || Lr: 0.006776 || Task Loss: 0.1328 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:23:54 || Estimated Time: 21:12:39
2023-08-06 13:34:27,068 semantic_segmentation INFO: Iters: 104950/150000 || Lr: 0.006775 || Task Loss: 0.6647 || KD Loss: 0.2697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:24:11 || Estimated Time: 21:12:22
2023-08-06 13:34:43,870 semantic_segmentation INFO: Iters: 104960/150000 || Lr: 0.006773 || Task Loss: 0.1988 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:24:28 || Estimated Time: 21:12:05
2023-08-06 13:35:00,705 semantic_segmentation INFO: Iters: 104970/150000 || Lr: 0.006772 || Task Loss: 0.2286 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:24:45 || Estimated Time: 21:11:48
2023-08-06 13:35:17,529 semantic_segmentation INFO: Iters: 104980/150000 || Lr: 0.006771 || Task Loss: 0.2098 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:25:02 || Estimated Time: 21:11:31
2023-08-06 13:35:34,385 semantic_segmentation INFO: Iters: 104990/150000 || Lr: 0.006769 || Task Loss: 0.0859 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:25:18 || Estimated Time: 21:11:14
2023-08-06 13:35:51,179 semantic_segmentation INFO: Iters: 105000/150000 || Lr: 0.006768 || Task Loss: 0.1769 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:25:35 || Estimated Time: 21:10:57
2023-08-06 13:36:07,975 semantic_segmentation INFO: Iters: 105010/150000 || Lr: 0.006766 || Task Loss: 0.1759 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 21:10:40
2023-08-06 13:36:24,770 semantic_segmentation INFO: Iters: 105020/150000 || Lr: 0.006765 || Task Loss: 0.2030 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 21:10:23
2023-08-06 13:36:41,600 semantic_segmentation INFO: Iters: 105030/150000 || Lr: 0.006764 || Task Loss: 0.2369 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:26:26 || Estimated Time: 21:10:06
2023-08-06 13:36:58,340 semantic_segmentation INFO: Iters: 105040/150000 || Lr: 0.006762 || Task Loss: 0.1655 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 21:09:49
2023-08-06 13:37:15,135 semantic_segmentation INFO: Iters: 105050/150000 || Lr: 0.006761 || Task Loss: 0.1162 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:26:59 || Estimated Time: 21:09:32
2023-08-06 13:37:31,929 semantic_segmentation INFO: Iters: 105060/150000 || Lr: 0.006760 || Task Loss: 0.1900 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:27:16 || Estimated Time: 21:09:15
2023-08-06 13:37:48,720 semantic_segmentation INFO: Iters: 105070/150000 || Lr: 0.006758 || Task Loss: 0.1840 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:27:33 || Estimated Time: 21:08:58
2023-08-06 13:38:05,623 semantic_segmentation INFO: Iters: 105080/150000 || Lr: 0.006757 || Task Loss: 0.1859 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:27:50 || Estimated Time: 21:08:41
2023-08-06 13:38:22,465 semantic_segmentation INFO: Iters: 105090/150000 || Lr: 0.006756 || Task Loss: 0.2312 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:28:07 || Estimated Time: 21:08:24
2023-08-06 13:38:39,273 semantic_segmentation INFO: Iters: 105100/150000 || Lr: 0.006754 || Task Loss: 0.1588 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:28:23 || Estimated Time: 21:08:07
2023-08-06 13:38:56,062 semantic_segmentation INFO: Iters: 105110/150000 || Lr: 0.006753 || Task Loss: 0.1849 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:28:40 || Estimated Time: 21:07:50
2023-08-06 13:39:12,857 semantic_segmentation INFO: Iters: 105120/150000 || Lr: 0.006752 || Task Loss: 0.3016 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:28:57 || Estimated Time: 21:07:33
2023-08-06 13:39:29,598 semantic_segmentation INFO: Iters: 105130/150000 || Lr: 0.006750 || Task Loss: 0.2099 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:29:14 || Estimated Time: 21:07:16
2023-08-06 13:39:46,348 semantic_segmentation INFO: Iters: 105140/150000 || Lr: 0.006749 || Task Loss: 0.2076 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:29:30 || Estimated Time: 21:06:59
2023-08-06 13:40:03,096 semantic_segmentation INFO: Iters: 105150/150000 || Lr: 0.006747 || Task Loss: 0.2848 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:29:47 || Estimated Time: 21:06:42
2023-08-06 13:40:19,909 semantic_segmentation INFO: Iters: 105160/150000 || Lr: 0.006746 || Task Loss: 0.1442 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:30:04 || Estimated Time: 21:06:25
2023-08-06 13:40:36,702 semantic_segmentation INFO: Iters: 105170/150000 || Lr: 0.006745 || Task Loss: 0.1616 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:30:21 || Estimated Time: 21:06:08
2023-08-06 13:40:53,505 semantic_segmentation INFO: Iters: 105180/150000 || Lr: 0.006743 || Task Loss: 0.2561 || KD Loss: 0.0800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:30:38 || Estimated Time: 21:05:51
2023-08-06 13:41:10,304 semantic_segmentation INFO: Iters: 105190/150000 || Lr: 0.006742 || Task Loss: 0.3142 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:30:54 || Estimated Time: 21:05:34
2023-08-06 13:41:27,090 semantic_segmentation INFO: Iters: 105200/150000 || Lr: 0.006741 || Task Loss: 0.1371 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:31:11 || Estimated Time: 21:05:17
2023-08-06 13:41:43,897 semantic_segmentation INFO: Iters: 105210/150000 || Lr: 0.006739 || Task Loss: 0.2232 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:31:28 || Estimated Time: 21:05:00
2023-08-06 13:42:00,911 semantic_segmentation INFO: Iters: 105220/150000 || Lr: 0.006738 || Task Loss: 0.2642 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:31:45 || Estimated Time: 21:04:43
2023-08-06 13:42:17,903 semantic_segmentation INFO: Iters: 105230/150000 || Lr: 0.006737 || Task Loss: 0.2058 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:32:02 || Estimated Time: 21:04:26
2023-08-06 13:42:34,671 semantic_segmentation INFO: Iters: 105240/150000 || Lr: 0.006735 || Task Loss: 0.1932 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:32:19 || Estimated Time: 21:04:09
2023-08-06 13:42:51,370 semantic_segmentation INFO: Iters: 105250/150000 || Lr: 0.006734 || Task Loss: 0.2051 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:32:35 || Estimated Time: 21:03:52
2023-08-06 13:43:08,145 semantic_segmentation INFO: Iters: 105260/150000 || Lr: 0.006733 || Task Loss: 0.1460 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:32:52 || Estimated Time: 21:03:35
2023-08-06 13:43:24,976 semantic_segmentation INFO: Iters: 105270/150000 || Lr: 0.006731 || Task Loss: 0.2374 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:33:09 || Estimated Time: 21:03:18
2023-08-06 13:43:41,800 semantic_segmentation INFO: Iters: 105280/150000 || Lr: 0.006730 || Task Loss: 0.2509 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:33:26 || Estimated Time: 21:03:01
2023-08-06 13:43:58,600 semantic_segmentation INFO: Iters: 105290/150000 || Lr: 0.006729 || Task Loss: 0.2293 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:33:43 || Estimated Time: 21:02:44
2023-08-06 13:44:15,376 semantic_segmentation INFO: Iters: 105300/150000 || Lr: 0.006727 || Task Loss: 0.1144 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:33:59 || Estimated Time: 21:02:27
2023-08-06 13:44:32,179 semantic_segmentation INFO: Iters: 105310/150000 || Lr: 0.006726 || Task Loss: 0.2306 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:34:16 || Estimated Time: 21:02:10
2023-08-06 13:44:48,963 semantic_segmentation INFO: Iters: 105320/150000 || Lr: 0.006724 || Task Loss: 0.2618 || KD Loss: 0.2013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:34:33 || Estimated Time: 21:01:53
2023-08-06 13:45:05,822 semantic_segmentation INFO: Iters: 105330/150000 || Lr: 0.006723 || Task Loss: 0.1781 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:34:50 || Estimated Time: 21:01:36
2023-08-06 13:45:22,653 semantic_segmentation INFO: Iters: 105340/150000 || Lr: 0.006722 || Task Loss: 0.1753 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:35:07 || Estimated Time: 21:01:19
2023-08-06 13:45:39,474 semantic_segmentation INFO: Iters: 105350/150000 || Lr: 0.006720 || Task Loss: 0.2266 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:35:24 || Estimated Time: 21:01:02
2023-08-06 13:45:56,316 semantic_segmentation INFO: Iters: 105360/150000 || Lr: 0.006719 || Task Loss: 0.3183 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:35:40 || Estimated Time: 21:00:45
2023-08-06 13:46:13,116 semantic_segmentation INFO: Iters: 105370/150000 || Lr: 0.006718 || Task Loss: 0.2601 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:35:57 || Estimated Time: 21:00:28
2023-08-06 13:46:29,930 semantic_segmentation INFO: Iters: 105380/150000 || Lr: 0.006716 || Task Loss: 0.1840 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:36:14 || Estimated Time: 21:00:11
2023-08-06 13:46:46,728 semantic_segmentation INFO: Iters: 105390/150000 || Lr: 0.006715 || Task Loss: 0.2139 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:36:31 || Estimated Time: 20:59:54
2023-08-06 13:47:03,514 semantic_segmentation INFO: Iters: 105400/150000 || Lr: 0.006714 || Task Loss: 0.1771 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:36:48 || Estimated Time: 20:59:37
2023-08-06 13:47:20,316 semantic_segmentation INFO: Iters: 105410/150000 || Lr: 0.006712 || Task Loss: 0.4985 || KD Loss: 0.2237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:37:04 || Estimated Time: 20:59:20
2023-08-06 13:47:37,111 semantic_segmentation INFO: Iters: 105420/150000 || Lr: 0.006711 || Task Loss: 0.2464 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:37:21 || Estimated Time: 20:59:03
2023-08-06 13:47:53,945 semantic_segmentation INFO: Iters: 105430/150000 || Lr: 0.006710 || Task Loss: 0.1514 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:37:38 || Estimated Time: 20:58:46
2023-08-06 13:48:10,690 semantic_segmentation INFO: Iters: 105440/150000 || Lr: 0.006708 || Task Loss: 0.2928 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:37:55 || Estimated Time: 20:58:29
2023-08-06 13:48:27,539 semantic_segmentation INFO: Iters: 105450/150000 || Lr: 0.006707 || Task Loss: 0.1387 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:38:12 || Estimated Time: 20:58:12
2023-08-06 13:48:44,358 semantic_segmentation INFO: Iters: 105460/150000 || Lr: 0.006706 || Task Loss: 0.1908 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:38:28 || Estimated Time: 20:57:55
2023-08-06 13:49:01,261 semantic_segmentation INFO: Iters: 105470/150000 || Lr: 0.006704 || Task Loss: 0.1197 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:38:45 || Estimated Time: 20:57:38
2023-08-06 13:49:18,075 semantic_segmentation INFO: Iters: 105480/150000 || Lr: 0.006703 || Task Loss: 0.1651 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:02 || Estimated Time: 20:57:21
2023-08-06 13:49:34,919 semantic_segmentation INFO: Iters: 105490/150000 || Lr: 0.006701 || Task Loss: 0.2915 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:19 || Estimated Time: 20:57:04
2023-08-06 13:49:51,768 semantic_segmentation INFO: Iters: 105500/150000 || Lr: 0.006700 || Task Loss: 0.1771 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:36 || Estimated Time: 20:56:47
2023-08-06 13:50:08,678 semantic_segmentation INFO: Iters: 105510/150000 || Lr: 0.006699 || Task Loss: 0.3293 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:53 || Estimated Time: 20:56:30
2023-08-06 13:50:25,557 semantic_segmentation INFO: Iters: 105520/150000 || Lr: 0.006697 || Task Loss: 0.3163 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:40:10 || Estimated Time: 20:56:13
2023-08-06 13:50:42,400 semantic_segmentation INFO: Iters: 105530/150000 || Lr: 0.006696 || Task Loss: 0.1670 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:40:26 || Estimated Time: 20:55:56
2023-08-06 13:50:59,250 semantic_segmentation INFO: Iters: 105540/150000 || Lr: 0.006695 || Task Loss: 0.1620 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:40:43 || Estimated Time: 20:55:39
2023-08-06 13:51:16,143 semantic_segmentation INFO: Iters: 105550/150000 || Lr: 0.006693 || Task Loss: 0.2233 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:41:00 || Estimated Time: 20:55:22
2023-08-06 13:51:33,034 semantic_segmentation INFO: Iters: 105560/150000 || Lr: 0.006692 || Task Loss: 0.1323 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:41:17 || Estimated Time: 20:55:05
2023-08-06 13:51:49,880 semantic_segmentation INFO: Iters: 105570/150000 || Lr: 0.006691 || Task Loss: 0.3213 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:41:34 || Estimated Time: 20:54:48
2023-08-06 13:52:06,682 semantic_segmentation INFO: Iters: 105580/150000 || Lr: 0.006689 || Task Loss: 0.2483 || KD Loss: 0.0528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:41:51 || Estimated Time: 20:54:31
2023-08-06 13:52:23,600 semantic_segmentation INFO: Iters: 105590/150000 || Lr: 0.006688 || Task Loss: 0.1476 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:42:08 || Estimated Time: 20:54:14
2023-08-06 13:52:40,410 semantic_segmentation INFO: Iters: 105600/150000 || Lr: 0.006687 || Task Loss: 0.2019 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:42:24 || Estimated Time: 20:53:57
2023-08-06 13:52:41,210 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 13:52:42,100 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.419
2023-08-06 13:52:42,220 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.517
2023-08-06 13:52:42,339 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.525
2023-08-06 13:52:42,456 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.545
2023-08-06 13:52:42,575 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.536
2023-08-06 13:52:42,695 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.538
2023-08-06 13:52:42,817 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.589
2023-08-06 13:52:42,936 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.628
2023-08-06 13:52:43,053 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.677
2023-08-06 13:52:43,178 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.732
2023-08-06 13:52:43,308 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.732
2023-08-06 13:52:43,426 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.736
2023-08-06 13:52:43,548 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.742
2023-08-06 13:52:43,666 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.744
2023-08-06 13:52:43,792 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.703
2023-08-06 13:52:43,924 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.692
2023-08-06 13:52:44,043 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.694
2023-08-06 13:52:44,162 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.700
2023-08-06 13:52:44,279 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.705
2023-08-06 13:52:44,401 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.712
2023-08-06 13:52:44,525 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.715
2023-08-06 13:52:44,649 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.733
2023-08-06 13:52:44,773 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.730
2023-08-06 13:52:44,896 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 13:52:45,016 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 13:52:45,137 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 13:52:45,260 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 13:52:45,383 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 13:52:45,502 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 13:52:45,627 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 13:52:45,755 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 13:52:45,874 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 13:52:45,993 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 13:52:46,110 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 13:52:46,234 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 13:52:46,361 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 13:52:46,481 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 13:52:46,600 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-06 13:52:46,720 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 13:52:46,838 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 13:52:46,955 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 13:52:47,079 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 13:52:47,207 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 13:52:47,330 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 13:52:47,453 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 13:52:47,572 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.719
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2023-08-06 13:52:48,791 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.735
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2023-08-06 13:52:49,039 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.742
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2023-08-06 13:53:35,561 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:53:35,678 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:53:35,803 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:53:35,932 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:53:36,056 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:53:36,180 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:53:36,300 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 13:53:36,425 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:36,553 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:36,678 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:36,803 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:36,924 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:37,046 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:37,169 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:37,291 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:37,411 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:37,530 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:37,657 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:37,790 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 13:53:37,913 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:38,038 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:38,162 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:38,280 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:38,399 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:38,514 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:53:38,633 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:53:38,751 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:53:38,870 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:53:38,988 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:53:39,117 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:53:39,247 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:53:39,370 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 13:53:39,493 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:53:39,620 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:53:39,745 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 13:53:39,869 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:39,987 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:40,114 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:40,247 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:40,364 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 13:53:40,487 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:40,609 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:40,734 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:40,856 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:40,978 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:41,100 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:41,217 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:41,342 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:41,474 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:41,597 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 13:53:41,723 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:53:41,846 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:53:41,965 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:53:42,084 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:53:42,202 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:53:42,320 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:53:42,439 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:53:42,566 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:53:42,700 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 13:53:42,822 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 13:53:42,945 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 13:53:43,067 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 13:53:43,189 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 13:53:43,314 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 13:53:43,438 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.727
2023-08-06 13:54:00,317 semantic_segmentation INFO: Iters: 105610/150000 || Lr: 0.006685 || Task Loss: 0.1567 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:43:44 || Estimated Time: 20:54:07
2023-08-06 13:54:17,189 semantic_segmentation INFO: Iters: 105620/150000 || Lr: 0.006684 || Task Loss: 0.2373 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:01 || Estimated Time: 20:53:50
2023-08-06 13:54:34,020 semantic_segmentation INFO: Iters: 105630/150000 || Lr: 0.006682 || Task Loss: 0.2074 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:18 || Estimated Time: 20:53:33
2023-08-06 13:54:50,858 semantic_segmentation INFO: Iters: 105640/150000 || Lr: 0.006681 || Task Loss: 0.2766 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:35 || Estimated Time: 20:53:16
2023-08-06 13:55:07,714 semantic_segmentation INFO: Iters: 105650/150000 || Lr: 0.006680 || Task Loss: 0.2604 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:52 || Estimated Time: 20:52:59
2023-08-06 13:55:24,500 semantic_segmentation INFO: Iters: 105660/150000 || Lr: 0.006678 || Task Loss: 0.2383 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:45:09 || Estimated Time: 20:52:42
2023-08-06 13:55:41,302 semantic_segmentation INFO: Iters: 105670/150000 || Lr: 0.006677 || Task Loss: 0.3389 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:45:25 || Estimated Time: 20:52:25
2023-08-06 13:55:58,131 semantic_segmentation INFO: Iters: 105680/150000 || Lr: 0.006676 || Task Loss: 0.2799 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:45:42 || Estimated Time: 20:52:08
2023-08-06 13:56:15,023 semantic_segmentation INFO: Iters: 105690/150000 || Lr: 0.006674 || Task Loss: 0.1704 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:45:59 || Estimated Time: 20:51:51
2023-08-06 13:56:31,832 semantic_segmentation INFO: Iters: 105700/150000 || Lr: 0.006673 || Task Loss: 0.2960 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:46:16 || Estimated Time: 20:51:34
2023-08-06 13:56:48,641 semantic_segmentation INFO: Iters: 105710/150000 || Lr: 0.006672 || Task Loss: 0.1196 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:46:33 || Estimated Time: 20:51:17
2023-08-06 13:57:05,548 semantic_segmentation INFO: Iters: 105720/150000 || Lr: 0.006670 || Task Loss: 0.1741 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:46:50 || Estimated Time: 20:51:00
2023-08-06 13:57:22,368 semantic_segmentation INFO: Iters: 105730/150000 || Lr: 0.006669 || Task Loss: 0.2596 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:47:06 || Estimated Time: 20:50:43
2023-08-06 13:57:39,217 semantic_segmentation INFO: Iters: 105740/150000 || Lr: 0.006668 || Task Loss: 0.2136 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:47:23 || Estimated Time: 20:50:26
2023-08-06 13:57:56,057 semantic_segmentation INFO: Iters: 105750/150000 || Lr: 0.006666 || Task Loss: 0.2598 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:47:40 || Estimated Time: 20:50:09
2023-08-06 13:58:12,859 semantic_segmentation INFO: Iters: 105760/150000 || Lr: 0.006665 || Task Loss: 0.1977 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:47:57 || Estimated Time: 20:49:52
2023-08-06 13:58:29,707 semantic_segmentation INFO: Iters: 105770/150000 || Lr: 0.006663 || Task Loss: 0.1867 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:48:14 || Estimated Time: 20:49:35
2023-08-06 13:58:46,501 semantic_segmentation INFO: Iters: 105780/150000 || Lr: 0.006662 || Task Loss: 0.1828 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:48:31 || Estimated Time: 20:49:18
2023-08-06 13:59:03,310 semantic_segmentation INFO: Iters: 105790/150000 || Lr: 0.006661 || Task Loss: 0.2374 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:48:47 || Estimated Time: 20:49:01
2023-08-06 13:59:20,167 semantic_segmentation INFO: Iters: 105800/150000 || Lr: 0.006659 || Task Loss: 0.2511 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:49:04 || Estimated Time: 20:48:44
2023-08-06 13:59:36,977 semantic_segmentation INFO: Iters: 105810/150000 || Lr: 0.006658 || Task Loss: 0.2656 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:49:21 || Estimated Time: 20:48:27
2023-08-06 13:59:53,744 semantic_segmentation INFO: Iters: 105820/150000 || Lr: 0.006657 || Task Loss: 0.3496 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:49:38 || Estimated Time: 20:48:10
2023-08-06 14:00:10,563 semantic_segmentation INFO: Iters: 105830/150000 || Lr: 0.006655 || Task Loss: 0.2032 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:49:55 || Estimated Time: 20:47:53
2023-08-06 14:00:27,366 semantic_segmentation INFO: Iters: 105840/150000 || Lr: 0.006654 || Task Loss: 0.1817 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:50:11 || Estimated Time: 20:47:36
2023-08-06 14:00:44,139 semantic_segmentation INFO: Iters: 105850/150000 || Lr: 0.006653 || Task Loss: 0.1642 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:50:28 || Estimated Time: 20:47:19
2023-08-06 14:01:00,939 semantic_segmentation INFO: Iters: 105860/150000 || Lr: 0.006651 || Task Loss: 0.3005 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:50:45 || Estimated Time: 20:47:02
2023-08-06 14:01:17,744 semantic_segmentation INFO: Iters: 105870/150000 || Lr: 0.006650 || Task Loss: 0.3099 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:51:02 || Estimated Time: 20:46:45
2023-08-06 14:01:34,523 semantic_segmentation INFO: Iters: 105880/150000 || Lr: 0.006649 || Task Loss: 0.1737 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:51:19 || Estimated Time: 20:46:28
2023-08-06 14:01:51,314 semantic_segmentation INFO: Iters: 105890/150000 || Lr: 0.006647 || Task Loss: 0.4271 || KD Loss: 0.2002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:51:35 || Estimated Time: 20:46:11
2023-08-06 14:02:08,093 semantic_segmentation INFO: Iters: 105900/150000 || Lr: 0.006646 || Task Loss: 0.1483 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:51:52 || Estimated Time: 20:45:54
2023-08-06 14:02:24,887 semantic_segmentation INFO: Iters: 105910/150000 || Lr: 0.006645 || Task Loss: 0.1950 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:52:09 || Estimated Time: 20:45:37
2023-08-06 14:02:41,692 semantic_segmentation INFO: Iters: 105920/150000 || Lr: 0.006643 || Task Loss: 0.2251 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:52:26 || Estimated Time: 20:45:20
2023-08-06 14:02:58,488 semantic_segmentation INFO: Iters: 105930/150000 || Lr: 0.006642 || Task Loss: 0.2466 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:52:43 || Estimated Time: 20:45:03
2023-08-06 14:03:15,290 semantic_segmentation INFO: Iters: 105940/150000 || Lr: 0.006640 || Task Loss: 0.2242 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:52:59 || Estimated Time: 20:44:46
2023-08-06 14:03:32,063 semantic_segmentation INFO: Iters: 105950/150000 || Lr: 0.006639 || Task Loss: 0.1479 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:53:16 || Estimated Time: 20:44:29
2023-08-06 14:03:48,867 semantic_segmentation INFO: Iters: 105960/150000 || Lr: 0.006638 || Task Loss: 0.1965 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:53:33 || Estimated Time: 20:44:12
2023-08-06 14:04:05,652 semantic_segmentation INFO: Iters: 105970/150000 || Lr: 0.006636 || Task Loss: 0.2289 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:53:50 || Estimated Time: 20:43:55
2023-08-06 14:04:22,448 semantic_segmentation INFO: Iters: 105980/150000 || Lr: 0.006635 || Task Loss: 0.2210 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:54:06 || Estimated Time: 20:43:38
2023-08-06 14:04:39,243 semantic_segmentation INFO: Iters: 105990/150000 || Lr: 0.006634 || Task Loss: 0.2097 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:54:23 || Estimated Time: 20:43:21
2023-08-06 14:04:56,101 semantic_segmentation INFO: Iters: 106000/150000 || Lr: 0.006632 || Task Loss: 0.2507 || KD Loss: 0.0873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:54:40 || Estimated Time: 20:43:04
2023-08-06 14:05:12,919 semantic_segmentation INFO: Iters: 106010/150000 || Lr: 0.006631 || Task Loss: 0.2912 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:54:57 || Estimated Time: 20:42:47
2023-08-06 14:05:29,764 semantic_segmentation INFO: Iters: 106020/150000 || Lr: 0.006630 || Task Loss: 0.1946 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:55:14 || Estimated Time: 20:42:30
2023-08-06 14:05:46,551 semantic_segmentation INFO: Iters: 106030/150000 || Lr: 0.006628 || Task Loss: 0.2064 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:55:31 || Estimated Time: 20:42:13
2023-08-06 14:06:03,365 semantic_segmentation INFO: Iters: 106040/150000 || Lr: 0.006627 || Task Loss: 0.3417 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:55:47 || Estimated Time: 20:41:56
2023-08-06 14:06:20,413 semantic_segmentation INFO: Iters: 106050/150000 || Lr: 0.006626 || Task Loss: 0.2127 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:56:04 || Estimated Time: 20:41:39
2023-08-06 14:06:37,381 semantic_segmentation INFO: Iters: 106060/150000 || Lr: 0.006624 || Task Loss: 0.1977 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:56:21 || Estimated Time: 20:41:22
2023-08-06 14:06:54,360 semantic_segmentation INFO: Iters: 106070/150000 || Lr: 0.006623 || Task Loss: 0.1769 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:56:38 || Estimated Time: 20:41:05
2023-08-06 14:07:11,344 semantic_segmentation INFO: Iters: 106080/150000 || Lr: 0.006621 || Task Loss: 0.2069 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:56:55 || Estimated Time: 20:40:48
2023-08-06 14:07:28,122 semantic_segmentation INFO: Iters: 106090/150000 || Lr: 0.006620 || Task Loss: 0.2921 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:57:12 || Estimated Time: 20:40:31
2023-08-06 14:07:44,871 semantic_segmentation INFO: Iters: 106100/150000 || Lr: 0.006619 || Task Loss: 0.1733 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:57:29 || Estimated Time: 20:40:14
2023-08-06 14:08:01,646 semantic_segmentation INFO: Iters: 106110/150000 || Lr: 0.006617 || Task Loss: 0.1907 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:57:46 || Estimated Time: 20:39:57
2023-08-06 14:08:18,487 semantic_segmentation INFO: Iters: 106120/150000 || Lr: 0.006616 || Task Loss: 0.1017 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:03 || Estimated Time: 20:39:40
2023-08-06 14:08:35,304 semantic_segmentation INFO: Iters: 106130/150000 || Lr: 0.006615 || Task Loss: 0.2024 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:19 || Estimated Time: 20:39:23
2023-08-06 14:08:52,097 semantic_segmentation INFO: Iters: 106140/150000 || Lr: 0.006613 || Task Loss: 0.2241 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:36 || Estimated Time: 20:39:06
2023-08-06 14:09:08,974 semantic_segmentation INFO: Iters: 106150/150000 || Lr: 0.006612 || Task Loss: 0.1345 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:53 || Estimated Time: 20:38:49
2023-08-06 14:09:25,776 semantic_segmentation INFO: Iters: 106160/150000 || Lr: 0.006611 || Task Loss: 0.2368 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:59:10 || Estimated Time: 20:38:32
2023-08-06 14:09:42,653 semantic_segmentation INFO: Iters: 106170/150000 || Lr: 0.006609 || Task Loss: 0.2368 || KD Loss: 0.1234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:59:27 || Estimated Time: 20:38:15
2023-08-06 14:09:59,412 semantic_segmentation INFO: Iters: 106180/150000 || Lr: 0.006608 || Task Loss: 0.2007 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:59:43 || Estimated Time: 20:37:58
2023-08-06 14:10:16,214 semantic_segmentation INFO: Iters: 106190/150000 || Lr: 0.006607 || Task Loss: 0.3194 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:00:00 || Estimated Time: 20:37:41
2023-08-06 14:10:33,080 semantic_segmentation INFO: Iters: 106200/150000 || Lr: 0.006605 || Task Loss: 0.1304 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:00:17 || Estimated Time: 20:37:24
2023-08-06 14:10:49,833 semantic_segmentation INFO: Iters: 106210/150000 || Lr: 0.006604 || Task Loss: 0.1563 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:00:34 || Estimated Time: 20:37:07
2023-08-06 14:11:06,587 semantic_segmentation INFO: Iters: 106220/150000 || Lr: 0.006602 || Task Loss: 0.4263 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:00:51 || Estimated Time: 20:36:50
2023-08-06 14:11:23,371 semantic_segmentation INFO: Iters: 106230/150000 || Lr: 0.006601 || Task Loss: 0.1418 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:01:07 || Estimated Time: 20:36:33
2023-08-06 14:11:40,168 semantic_segmentation INFO: Iters: 106240/150000 || Lr: 0.006600 || Task Loss: 0.2631 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:01:24 || Estimated Time: 20:36:16
2023-08-06 14:11:56,975 semantic_segmentation INFO: Iters: 106250/150000 || Lr: 0.006598 || Task Loss: 0.3604 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:01:41 || Estimated Time: 20:35:59
2023-08-06 14:12:13,798 semantic_segmentation INFO: Iters: 106260/150000 || Lr: 0.006597 || Task Loss: 0.2334 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:01:58 || Estimated Time: 20:35:42
2023-08-06 14:12:30,560 semantic_segmentation INFO: Iters: 106270/150000 || Lr: 0.006596 || Task Loss: 0.1761 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0530|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:02:15 || Estimated Time: 20:35:25
2023-08-06 14:12:47,351 semantic_segmentation INFO: Iters: 106280/150000 || Lr: 0.006594 || Task Loss: 0.1732 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:02:31 || Estimated Time: 20:35:08
2023-08-06 14:13:04,086 semantic_segmentation INFO: Iters: 106290/150000 || Lr: 0.006593 || Task Loss: 0.0859 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0548|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:02:48 || Estimated Time: 20:34:51
2023-08-06 14:13:20,868 semantic_segmentation INFO: Iters: 106300/150000 || Lr: 0.006592 || Task Loss: 0.2031 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:03:05 || Estimated Time: 20:34:34
2023-08-06 14:13:37,671 semantic_segmentation INFO: Iters: 106310/150000 || Lr: 0.006590 || Task Loss: 0.3344 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:03:22 || Estimated Time: 20:34:17
2023-08-06 14:13:54,459 semantic_segmentation INFO: Iters: 106320/150000 || Lr: 0.006589 || Task Loss: 0.1889 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:03:38 || Estimated Time: 20:34:00
2023-08-06 14:14:11,225 semantic_segmentation INFO: Iters: 106330/150000 || Lr: 0.006588 || Task Loss: 0.1944 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:03:55 || Estimated Time: 20:33:43
2023-08-06 14:14:28,281 semantic_segmentation INFO: Iters: 106340/150000 || Lr: 0.006586 || Task Loss: 0.2043 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:04:12 || Estimated Time: 20:33:26
2023-08-06 14:14:45,248 semantic_segmentation INFO: Iters: 106350/150000 || Lr: 0.006585 || Task Loss: 0.1563 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:04:29 || Estimated Time: 20:33:09
2023-08-06 14:15:01,980 semantic_segmentation INFO: Iters: 106360/150000 || Lr: 0.006583 || Task Loss: 0.4743 || KD Loss: 0.2117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:04:46 || Estimated Time: 20:32:52
2023-08-06 14:15:18,762 semantic_segmentation INFO: Iters: 106370/150000 || Lr: 0.006582 || Task Loss: 0.2326 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:05:03 || Estimated Time: 20:32:35
2023-08-06 14:15:35,642 semantic_segmentation INFO: Iters: 106380/150000 || Lr: 0.006581 || Task Loss: 0.1945 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:05:20 || Estimated Time: 20:32:18
2023-08-06 14:15:52,563 semantic_segmentation INFO: Iters: 106390/150000 || Lr: 0.006579 || Task Loss: 0.2417 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:05:37 || Estimated Time: 20:32:01
2023-08-06 14:16:09,433 semantic_segmentation INFO: Iters: 106400/150000 || Lr: 0.006578 || Task Loss: 0.1548 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:05:53 || Estimated Time: 20:31:44
2023-08-06 14:16:09,514 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 14:16:10,384 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.413
2023-08-06 14:16:10,504 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.514
2023-08-06 14:16:10,626 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.519
2023-08-06 14:16:10,748 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.547
2023-08-06 14:16:10,871 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.539
2023-08-06 14:16:10,993 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.542
2023-08-06 14:16:11,113 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.578
2023-08-06 14:16:11,234 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.618
2023-08-06 14:16:11,353 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.665
2023-08-06 14:16:11,474 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.719
2023-08-06 14:16:11,600 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.723
2023-08-06 14:16:11,730 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.747
2023-08-06 14:16:11,856 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.746
2023-08-06 14:16:11,983 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.743
2023-08-06 14:16:12,105 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.740
2023-08-06 14:16:12,229 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.731
2023-08-06 14:16:12,355 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.732
2023-08-06 14:16:12,479 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.737
2023-08-06 14:16:12,609 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-06 14:16:12,742 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 14:16:12,866 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 14:16:12,991 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 14:16:13,114 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 14:16:13,236 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:16:13,360 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-06 14:16:13,484 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 14:16:13,607 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:13,725 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-06 14:16:13,851 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-06 14:16:13,981 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-06 14:16:14,105 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 14:16:14,231 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 14:16:14,356 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:14,485 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:14,608 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 14:16:14,728 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 14:16:14,853 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 14:16:14,984 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 14:16:15,105 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-06 14:16:15,225 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 14:16:15,345 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.733
2023-08-06 14:16:15,466 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-06 14:16:15,585 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-06 14:16:15,711 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 14:16:15,838 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 14:16:15,964 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 14:16:16,086 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-06 14:16:16,210 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-06 14:16:16,334 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 14:16:16,459 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 14:16:16,581 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 14:16:16,705 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:16,833 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:16,956 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 14:16:17,078 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 14:16:17,200 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 14:16:17,321 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 14:16:17,445 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-06 14:16:17,570 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-06 14:16:17,695 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-06 14:16:17,819 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 14:16:17,940 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-06 14:16:18,062 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 14:16:18,182 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 14:16:18,303 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.759
2023-08-06 14:16:18,422 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.759
2023-08-06 14:16:18,546 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-06 14:16:18,677 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.759
2023-08-06 14:16:18,801 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.758
2023-08-06 14:16:18,927 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 14:16:19,049 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 14:16:19,176 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 14:16:19,302 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-06 14:16:19,428 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-06 14:16:19,549 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.748
2023-08-06 14:16:19,669 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 14:16:19,794 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 14:16:19,922 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 14:16:20,046 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-06 14:16:20,170 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 14:16:20,293 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 14:16:20,417 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 14:16:20,542 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 14:16:20,666 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-06 14:16:20,793 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.741
2023-08-06 14:16:20,921 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.742
2023-08-06 14:16:21,046 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.742
2023-08-06 14:16:21,170 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 14:16:21,292 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 14:16:21,422 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 14:16:21,553 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 14:16:21,677 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-06 14:16:21,803 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-06 14:16:21,924 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.755
2023-08-06 14:16:22,048 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.755
2023-08-06 14:16:22,172 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.755
2023-08-06 14:16:22,293 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-06 14:16:22,412 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.755
2023-08-06 14:16:22,532 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.754
2023-08-06 14:16:22,660 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.947, mIoU: 0.754
2023-08-06 14:16:22,790 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.753
2023-08-06 14:16:22,913 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.752
2023-08-06 14:16:23,039 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.751
2023-08-06 14:16:23,163 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.751
2023-08-06 14:16:23,284 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.751
2023-08-06 14:16:23,403 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.751
2023-08-06 14:16:23,522 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.750
2023-08-06 14:16:23,642 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.751
2023-08-06 14:16:23,760 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-06 14:16:23,888 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.753
2023-08-06 14:16:24,021 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.753
2023-08-06 14:16:24,144 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-06 14:16:24,269 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-06 14:16:24,393 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-06 14:16:24,515 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-06 14:16:24,636 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-06 14:16:24,758 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-06 14:16:24,881 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-06 14:16:25,003 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.753
2023-08-06 14:16:25,125 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-06 14:16:25,247 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-06 14:16:25,370 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-06 14:16:25,495 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-06 14:16:25,622 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.753
2023-08-06 14:16:25,740 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.753
2023-08-06 14:16:25,859 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-06 14:16:25,977 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-06 14:16:26,095 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-06 14:16:26,213 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-06 14:16:26,337 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-06 14:16:26,467 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-06 14:16:26,592 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-06 14:16:26,717 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-06 14:16:26,841 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-06 14:16:26,962 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.947, mIoU: 0.755
2023-08-06 14:16:27,083 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.947, mIoU: 0.755
2023-08-06 14:16:27,203 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.947, mIoU: 0.755
2023-08-06 14:16:27,323 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.947, mIoU: 0.755
2023-08-06 14:16:27,439 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-06 14:16:27,567 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-06 14:16:27,699 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-06 14:16:27,822 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-06 14:16:27,944 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-06 14:16:28,064 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-06 14:16:28,186 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-06 14:16:28,311 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 14:16:28,435 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 14:16:28,557 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-06 14:16:28,676 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-06 14:16:28,800 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.947, mIoU: 0.755
2023-08-06 14:16:28,930 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-06 14:16:29,053 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-06 14:16:29,177 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.947, mIoU: 0.756
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2023-08-06 14:16:53,376 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.949, mIoU: 0.738
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2023-08-06 14:16:53,632 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:53,757 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:53,880 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:54,004 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:54,124 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:54,245 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:54,368 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:54,489 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:54,612 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:54,734 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 14:16:54,860 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:54,982 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:55,103 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:55,228 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:55,356 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 14:16:55,481 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 14:16:55,604 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 14:16:55,728 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 14:16:55,852 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:55,979 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:56,105 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:56,233 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:56,363 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:56,490 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:56,614 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:56,739 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:56,865 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:56,991 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:57,116 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:57,236 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:57,357 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 14:16:57,485 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 14:16:57,615 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 14:16:57,742 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 14:16:57,869 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 14:16:57,996 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 14:16:58,124 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 14:16:58,248 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 14:16:58,369 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 14:16:58,498 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 14:16:58,629 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:58,753 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:58,876 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:58,994 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:59,115 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:59,236 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:59,357 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:59,476 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:59,594 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:59,722 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:16:59,856 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 14:16:59,978 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 14:17:00,105 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 14:17:00,229 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 14:17:00,349 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:17:00,469 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:17:00,590 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 14:17:00,710 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 14:17:00,828 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 14:17:00,955 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:01,089 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:01,214 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:01,340 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:01,463 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:01,587 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:01,711 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:01,834 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:01,961 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:02,090 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:02,212 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:02,333 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:02,452 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:02,580 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 14:17:02,714 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:02,836 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:02,957 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:03,078 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:03,203 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:03,335 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:03,458 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:03,581 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:03,701 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:03,823 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 14:17:03,944 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:04,064 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:04,181 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:04,299 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:04,427 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:04,562 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:04,683 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:04,804 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:04,925 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:05,049 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:05,177 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:05,303 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:05,426 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:05,546 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:05,668 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:05,790 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:05,909 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:06,028 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:06,145 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:06,274 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:06,406 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:06,530 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 14:17:06,653 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 14:17:06,775 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 14:17:06,899 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 14:17:07,020 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 14:17:07,138 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 14:17:07,259 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 14:17:07,378 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 14:17:07,506 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:07,640 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:07,762 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:07,888 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:08,013 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:08,134 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:08,254 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:08,376 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:08,497 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:08,618 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:08,741 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:08,866 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:08,989 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:09,109 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:09,228 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:09,356 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:09,487 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:09,610 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:09,737 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:09,860 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:09,982 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:10,105 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:10,228 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:10,354 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:10,485 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:10,606 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:10,727 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:10,846 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 14:17:10,964 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:11,081 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:11,208 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:11,337 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:11,463 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:11,587 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:11,711 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:11,836 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:11,960 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:12,082 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 14:17:29,115 semantic_segmentation INFO: Iters: 106410/150000 || Lr: 0.006577 || Task Loss: 0.2084 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:07:13 || Estimated Time: 20:31:52
2023-08-06 14:17:46,020 semantic_segmentation INFO: Iters: 106420/150000 || Lr: 0.006575 || Task Loss: 0.2112 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:07:30 || Estimated Time: 20:31:35
2023-08-06 14:18:02,892 semantic_segmentation INFO: Iters: 106430/150000 || Lr: 0.006574 || Task Loss: 0.1650 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:07:47 || Estimated Time: 20:31:19
2023-08-06 14:18:19,740 semantic_segmentation INFO: Iters: 106440/150000 || Lr: 0.006573 || Task Loss: 0.1920 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:08:04 || Estimated Time: 20:31:01
2023-08-06 14:18:36,610 semantic_segmentation INFO: Iters: 106450/150000 || Lr: 0.006571 || Task Loss: 0.1947 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:08:21 || Estimated Time: 20:30:45
2023-08-06 14:18:53,476 semantic_segmentation INFO: Iters: 106460/150000 || Lr: 0.006570 || Task Loss: 0.2917 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:08:38 || Estimated Time: 20:30:28
2023-08-06 14:19:10,345 semantic_segmentation INFO: Iters: 106470/150000 || Lr: 0.006569 || Task Loss: 0.1824 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:08:54 || Estimated Time: 20:30:11
2023-08-06 14:19:27,275 semantic_segmentation INFO: Iters: 106480/150000 || Lr: 0.006567 || Task Loss: 0.1741 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:09:11 || Estimated Time: 20:29:54
2023-08-06 14:19:44,071 semantic_segmentation INFO: Iters: 106490/150000 || Lr: 0.006566 || Task Loss: 0.2862 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:09:28 || Estimated Time: 20:29:37
2023-08-06 14:20:00,967 semantic_segmentation INFO: Iters: 106500/150000 || Lr: 0.006564 || Task Loss: 0.2562 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:09:45 || Estimated Time: 20:29:20
2023-08-06 14:20:17,816 semantic_segmentation INFO: Iters: 106510/150000 || Lr: 0.006563 || Task Loss: 0.1480 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:29:03
2023-08-06 14:20:34,657 semantic_segmentation INFO: Iters: 106520/150000 || Lr: 0.006562 || Task Loss: 0.1872 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:28:46
2023-08-06 14:20:51,447 semantic_segmentation INFO: Iters: 106530/150000 || Lr: 0.006560 || Task Loss: 0.1498 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:28:29
2023-08-06 14:21:08,281 semantic_segmentation INFO: Iters: 106540/150000 || Lr: 0.006559 || Task Loss: 0.2485 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:28:12
2023-08-06 14:21:25,147 semantic_segmentation INFO: Iters: 106550/150000 || Lr: 0.006558 || Task Loss: 0.1889 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:11:09 || Estimated Time: 20:27:55
2023-08-06 14:21:42,038 semantic_segmentation INFO: Iters: 106560/150000 || Lr: 0.006556 || Task Loss: 0.1464 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:11:26 || Estimated Time: 20:27:38
2023-08-06 14:21:58,907 semantic_segmentation INFO: Iters: 106570/150000 || Lr: 0.006555 || Task Loss: 0.2732 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:11:43 || Estimated Time: 20:27:21
2023-08-06 14:22:15,683 semantic_segmentation INFO: Iters: 106580/150000 || Lr: 0.006554 || Task Loss: 0.1957 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:12:00 || Estimated Time: 20:27:04
2023-08-06 14:22:32,598 semantic_segmentation INFO: Iters: 106590/150000 || Lr: 0.006552 || Task Loss: 0.1191 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:12:17 || Estimated Time: 20:26:47
2023-08-06 14:22:49,470 semantic_segmentation INFO: Iters: 106600/150000 || Lr: 0.006551 || Task Loss: 0.1077 || KD Loss: 0.0216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:12:34 || Estimated Time: 20:26:30
2023-08-06 14:23:06,259 semantic_segmentation INFO: Iters: 106610/150000 || Lr: 0.006549 || Task Loss: 0.1841 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:12:50 || Estimated Time: 20:26:13
2023-08-06 14:23:23,126 semantic_segmentation INFO: Iters: 106620/150000 || Lr: 0.006548 || Task Loss: 0.2283 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:13:07 || Estimated Time: 20:25:56
2023-08-06 14:23:39,975 semantic_segmentation INFO: Iters: 106630/150000 || Lr: 0.006547 || Task Loss: 0.2200 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:13:24 || Estimated Time: 20:25:39
2023-08-06 14:23:56,817 semantic_segmentation INFO: Iters: 106640/150000 || Lr: 0.006545 || Task Loss: 0.1779 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:13:41 || Estimated Time: 20:25:22
2023-08-06 14:24:13,608 semantic_segmentation INFO: Iters: 106650/150000 || Lr: 0.006544 || Task Loss: 0.2778 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:13:58 || Estimated Time: 20:25:05
2023-08-06 14:24:30,431 semantic_segmentation INFO: Iters: 106660/150000 || Lr: 0.006543 || Task Loss: 0.1974 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:14:14 || Estimated Time: 20:24:47
2023-08-06 14:24:47,230 semantic_segmentation INFO: Iters: 106670/150000 || Lr: 0.006541 || Task Loss: 0.2104 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:14:31 || Estimated Time: 20:24:30
2023-08-06 14:25:04,147 semantic_segmentation INFO: Iters: 106680/150000 || Lr: 0.006540 || Task Loss: 0.1781 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:14:48 || Estimated Time: 20:24:14
2023-08-06 14:25:20,939 semantic_segmentation INFO: Iters: 106690/150000 || Lr: 0.006539 || Task Loss: 0.1406 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:15:05 || Estimated Time: 20:23:56
2023-08-06 14:25:37,745 semantic_segmentation INFO: Iters: 106700/150000 || Lr: 0.006537 || Task Loss: 0.1720 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:15:22 || Estimated Time: 20:23:39
2023-08-06 14:25:54,534 semantic_segmentation INFO: Iters: 106710/150000 || Lr: 0.006536 || Task Loss: 0.1669 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:15:39 || Estimated Time: 20:23:22
2023-08-06 14:26:11,330 semantic_segmentation INFO: Iters: 106720/150000 || Lr: 0.006535 || Task Loss: 0.1950 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:15:55 || Estimated Time: 20:23:05
2023-08-06 14:26:28,120 semantic_segmentation INFO: Iters: 106730/150000 || Lr: 0.006533 || Task Loss: 0.3091 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:16:12 || Estimated Time: 20:22:48
2023-08-06 14:26:44,920 semantic_segmentation INFO: Iters: 106740/150000 || Lr: 0.006532 || Task Loss: 0.1429 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:16:29 || Estimated Time: 20:22:31
2023-08-06 14:27:01,722 semantic_segmentation INFO: Iters: 106750/150000 || Lr: 0.006530 || Task Loss: 0.2099 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:22:14
2023-08-06 14:27:18,565 semantic_segmentation INFO: Iters: 106760/150000 || Lr: 0.006529 || Task Loss: 0.2094 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:17:03 || Estimated Time: 20:21:57
2023-08-06 14:27:35,376 semantic_segmentation INFO: Iters: 106770/150000 || Lr: 0.006528 || Task Loss: 0.2627 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:21:40
2023-08-06 14:27:52,202 semantic_segmentation INFO: Iters: 106780/150000 || Lr: 0.006526 || Task Loss: 0.1747 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:17:36 || Estimated Time: 20:21:23
2023-08-06 14:28:08,988 semantic_segmentation INFO: Iters: 106790/150000 || Lr: 0.006525 || Task Loss: 0.3845 || KD Loss: 0.1089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:17:53 || Estimated Time: 20:21:06
2023-08-06 14:28:25,796 semantic_segmentation INFO: Iters: 106800/150000 || Lr: 0.006524 || Task Loss: 0.2545 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:18:10 || Estimated Time: 20:20:49
2023-08-06 14:28:42,578 semantic_segmentation INFO: Iters: 106810/150000 || Lr: 0.006522 || Task Loss: 0.1291 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:18:27 || Estimated Time: 20:20:32
2023-08-06 14:28:59,365 semantic_segmentation INFO: Iters: 106820/150000 || Lr: 0.006521 || Task Loss: 0.2106 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:18:43 || Estimated Time: 20:20:15
2023-08-06 14:29:16,124 semantic_segmentation INFO: Iters: 106830/150000 || Lr: 0.006520 || Task Loss: 0.1438 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:19:00 || Estimated Time: 20:19:58
2023-08-06 14:29:32,914 semantic_segmentation INFO: Iters: 106840/150000 || Lr: 0.006518 || Task Loss: 0.1200 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:19:17 || Estimated Time: 20:19:41
2023-08-06 14:29:49,649 semantic_segmentation INFO: Iters: 106850/150000 || Lr: 0.006517 || Task Loss: 0.1642 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:19:34 || Estimated Time: 20:19:24
2023-08-06 14:30:06,461 semantic_segmentation INFO: Iters: 106860/150000 || Lr: 0.006516 || Task Loss: 0.2403 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:19:50 || Estimated Time: 20:19:07
2023-08-06 14:30:23,308 semantic_segmentation INFO: Iters: 106870/150000 || Lr: 0.006514 || Task Loss: 0.1875 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:20:07 || Estimated Time: 20:18:50
2023-08-06 14:30:40,146 semantic_segmentation INFO: Iters: 106880/150000 || Lr: 0.006513 || Task Loss: 0.1870 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:20:24 || Estimated Time: 20:18:33
2023-08-06 14:30:56,924 semantic_segmentation INFO: Iters: 106890/150000 || Lr: 0.006511 || Task Loss: 0.3273 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:20:41 || Estimated Time: 20:18:16
2023-08-06 14:31:13,680 semantic_segmentation INFO: Iters: 106900/150000 || Lr: 0.006510 || Task Loss: 0.3159 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:20:58 || Estimated Time: 20:17:59
2023-08-06 14:31:30,629 semantic_segmentation INFO: Iters: 106910/150000 || Lr: 0.006509 || Task Loss: 0.1660 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:21:15 || Estimated Time: 20:17:42
2023-08-06 14:31:47,627 semantic_segmentation INFO: Iters: 106920/150000 || Lr: 0.006507 || Task Loss: 0.2576 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:21:32 || Estimated Time: 20:17:25
2023-08-06 14:32:04,533 semantic_segmentation INFO: Iters: 106930/150000 || Lr: 0.006506 || Task Loss: 0.1212 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:21:49 || Estimated Time: 20:17:08
2023-08-06 14:32:21,253 semantic_segmentation INFO: Iters: 106940/150000 || Lr: 0.006505 || Task Loss: 0.1678 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:22:05 || Estimated Time: 20:16:51
2023-08-06 14:32:38,069 semantic_segmentation INFO: Iters: 106950/150000 || Lr: 0.006503 || Task Loss: 0.2493 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:22:22 || Estimated Time: 20:16:34
2023-08-06 14:32:54,906 semantic_segmentation INFO: Iters: 106960/150000 || Lr: 0.006502 || Task Loss: 0.3713 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:22:39 || Estimated Time: 20:16:17
2023-08-06 14:33:11,657 semantic_segmentation INFO: Iters: 106970/150000 || Lr: 0.006501 || Task Loss: 0.2351 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:22:56 || Estimated Time: 20:16:00
2023-08-06 14:33:28,426 semantic_segmentation INFO: Iters: 106980/150000 || Lr: 0.006499 || Task Loss: 0.2078 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:23:12 || Estimated Time: 20:15:43
2023-08-06 14:33:45,184 semantic_segmentation INFO: Iters: 106990/150000 || Lr: 0.006498 || Task Loss: 0.1961 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:23:29 || Estimated Time: 20:15:26
2023-08-06 14:34:02,025 semantic_segmentation INFO: Iters: 107000/150000 || Lr: 0.006496 || Task Loss: 0.2977 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:23:46 || Estimated Time: 20:15:09
2023-08-06 14:34:18,826 semantic_segmentation INFO: Iters: 107010/150000 || Lr: 0.006495 || Task Loss: 0.1481 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:24:03 || Estimated Time: 20:14:52
2023-08-06 14:34:35,740 semantic_segmentation INFO: Iters: 107020/150000 || Lr: 0.006494 || Task Loss: 0.2701 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:24:20 || Estimated Time: 20:14:35
2023-08-06 14:34:52,551 semantic_segmentation INFO: Iters: 107030/150000 || Lr: 0.006492 || Task Loss: 0.2369 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:24:37 || Estimated Time: 20:14:18
2023-08-06 14:35:09,348 semantic_segmentation INFO: Iters: 107040/150000 || Lr: 0.006491 || Task Loss: 0.2109 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:24:53 || Estimated Time: 20:14:01
2023-08-06 14:35:26,152 semantic_segmentation INFO: Iters: 107050/150000 || Lr: 0.006490 || Task Loss: 0.2566 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:25:10 || Estimated Time: 20:13:44
2023-08-06 14:35:42,944 semantic_segmentation INFO: Iters: 107060/150000 || Lr: 0.006488 || Task Loss: 0.3010 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:25:27 || Estimated Time: 20:13:27
2023-08-06 14:35:59,789 semantic_segmentation INFO: Iters: 107070/150000 || Lr: 0.006487 || Task Loss: 0.1387 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:25:44 || Estimated Time: 20:13:10
2023-08-06 14:36:16,537 semantic_segmentation INFO: Iters: 107080/150000 || Lr: 0.006486 || Task Loss: 0.1963 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:26:01 || Estimated Time: 20:12:53
2023-08-06 14:36:33,411 semantic_segmentation INFO: Iters: 107090/150000 || Lr: 0.006484 || Task Loss: 0.1623 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:26:17 || Estimated Time: 20:12:36
2023-08-06 14:36:50,221 semantic_segmentation INFO: Iters: 107100/150000 || Lr: 0.006483 || Task Loss: 0.1836 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:26:34 || Estimated Time: 20:12:19
2023-08-06 14:37:07,113 semantic_segmentation INFO: Iters: 107110/150000 || Lr: 0.006482 || Task Loss: 0.2161 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:26:51 || Estimated Time: 20:12:02
2023-08-06 14:37:23,917 semantic_segmentation INFO: Iters: 107120/150000 || Lr: 0.006480 || Task Loss: 0.2274 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:27:08 || Estimated Time: 20:11:45
2023-08-06 14:37:40,769 semantic_segmentation INFO: Iters: 107130/150000 || Lr: 0.006479 || Task Loss: 0.1946 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:27:25 || Estimated Time: 20:11:28
2023-08-06 14:37:57,550 semantic_segmentation INFO: Iters: 107140/150000 || Lr: 0.006477 || Task Loss: 0.1483 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:27:42 || Estimated Time: 20:11:11
2023-08-06 14:38:14,300 semantic_segmentation INFO: Iters: 107150/150000 || Lr: 0.006476 || Task Loss: 0.2239 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:27:58 || Estimated Time: 20:10:54
2023-08-06 14:38:31,083 semantic_segmentation INFO: Iters: 107160/150000 || Lr: 0.006475 || Task Loss: 0.2005 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:28:15 || Estimated Time: 20:10:37
2023-08-06 14:38:47,864 semantic_segmentation INFO: Iters: 107170/150000 || Lr: 0.006473 || Task Loss: 0.2365 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:28:32 || Estimated Time: 20:10:20
2023-08-06 14:39:04,675 semantic_segmentation INFO: Iters: 107180/150000 || Lr: 0.006472 || Task Loss: 0.1909 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:28:49 || Estimated Time: 20:10:03
2023-08-06 14:39:21,445 semantic_segmentation INFO: Iters: 107190/150000 || Lr: 0.006471 || Task Loss: 0.2114 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:29:05 || Estimated Time: 20:09:46
2023-08-06 14:39:38,213 semantic_segmentation INFO: Iters: 107200/150000 || Lr: 0.006469 || Task Loss: 0.1500 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:29:22 || Estimated Time: 20:09:29
2023-08-06 14:39:38,428 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 14:39:39,230 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.414
2023-08-06 14:39:39,362 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.513
2023-08-06 14:39:39,484 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.528
2023-08-06 14:39:39,605 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.548
2023-08-06 14:39:39,729 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.540
2023-08-06 14:39:39,851 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.543
2023-08-06 14:39:39,970 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.554
2023-08-06 14:39:40,089 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.591
2023-08-06 14:39:40,210 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.642
2023-08-06 14:39:40,336 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.695
2023-08-06 14:39:40,460 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.698
2023-08-06 14:39:40,584 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.716
2023-08-06 14:39:40,707 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.722
2023-08-06 14:39:40,828 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.719
2023-08-06 14:39:40,949 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.716
2023-08-06 14:39:41,070 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.708
2023-08-06 14:39:41,190 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.712
2023-08-06 14:39:41,306 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.718
2023-08-06 14:39:41,429 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.727
2023-08-06 14:39:41,552 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.734
2023-08-06 14:39:41,676 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.734
2023-08-06 14:39:41,798 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.726
2023-08-06 14:39:41,918 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.723
2023-08-06 14:39:42,044 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.729
2023-08-06 14:39:42,174 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-06 14:39:42,293 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 14:39:42,412 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 14:39:42,532 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-06 14:39:42,650 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 14:39:42,766 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-06 14:39:42,889 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 14:39:43,015 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 14:39:43,138 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 14:39:43,258 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 14:39:43,377 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 14:39:43,499 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 14:39:43,621 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-06 14:39:43,744 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 14:39:43,862 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 14:39:43,980 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 14:39:44,107 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.723
2023-08-06 14:39:44,239 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 14:39:44,359 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.723
2023-08-06 14:39:44,481 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 14:39:44,602 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 14:39:44,723 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 14:39:44,842 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 14:39:44,965 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 14:39:45,087 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.726
2023-08-06 14:39:45,208 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 14:39:45,330 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 14:39:45,455 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 14:39:45,579 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 14:39:45,704 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 14:39:45,826 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 14:39:45,946 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 14:39:46,067 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-06 14:39:46,188 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-06 14:39:46,308 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-06 14:39:46,424 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 14:39:46,546 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-06 14:39:46,672 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-06 14:39:46,791 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-06 14:39:46,910 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.751
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2023-08-06 14:40:35,611 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 14:40:35,729 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:35,850 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:35,972 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:36,091 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:36,209 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:36,339 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:36,473 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:36,595 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:36,717 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:36,838 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:36,958 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:37,078 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:37,196 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:37,315 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:37,432 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:37,554 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:37,687 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:37,813 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:37,936 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:38,059 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:38,183 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:38,308 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:38,433 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:38,556 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:38,676 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:38,802 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 14:40:38,931 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-06 14:40:39,057 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-06 14:40:39,183 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-06 14:40:39,306 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-06 14:40:39,430 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-06 14:40:39,555 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-06 14:40:39,680 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-06 14:40:39,805 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-06 14:40:39,932 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-06 14:40:40,058 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-06 14:40:40,183 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-06 14:40:40,305 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-06 14:40:40,430 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-06 14:40:40,556 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-06 14:40:40,682 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-06 14:40:57,685 semantic_segmentation INFO: Iters: 107210/150000 || Lr: 0.006468 || Task Loss: 0.1982 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:30:42 || Estimated Time: 20:09:37
2023-08-06 14:41:14,538 semantic_segmentation INFO: Iters: 107220/150000 || Lr: 0.006467 || Task Loss: 0.1842 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:30:59 || Estimated Time: 20:09:20
2023-08-06 14:41:31,456 semantic_segmentation INFO: Iters: 107230/150000 || Lr: 0.006465 || Task Loss: 0.2009 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:31:15 || Estimated Time: 20:09:03
2023-08-06 14:41:48,370 semantic_segmentation INFO: Iters: 107240/150000 || Lr: 0.006464 || Task Loss: 0.1557 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:31:32 || Estimated Time: 20:08:46
2023-08-06 14:42:05,319 semantic_segmentation INFO: Iters: 107250/150000 || Lr: 0.006462 || Task Loss: 0.3168 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:31:49 || Estimated Time: 20:08:29
2023-08-06 14:42:22,304 semantic_segmentation INFO: Iters: 107260/150000 || Lr: 0.006461 || Task Loss: 0.2799 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:32:06 || Estimated Time: 20:08:12
2023-08-06 14:42:39,161 semantic_segmentation INFO: Iters: 107270/150000 || Lr: 0.006460 || Task Loss: 0.1591 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:32:23 || Estimated Time: 20:07:55
2023-08-06 14:42:56,039 semantic_segmentation INFO: Iters: 107280/150000 || Lr: 0.006458 || Task Loss: 0.3603 || KD Loss: 0.1432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:32:40 || Estimated Time: 20:07:38
2023-08-06 14:43:12,914 semantic_segmentation INFO: Iters: 107290/150000 || Lr: 0.006457 || Task Loss: 0.2260 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:32:57 || Estimated Time: 20:07:21
2023-08-06 14:43:29,759 semantic_segmentation INFO: Iters: 107300/150000 || Lr: 0.006456 || Task Loss: 0.2491 || KD Loss: 0.1254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:33:14 || Estimated Time: 20:07:04
2023-08-06 14:43:46,615 semantic_segmentation INFO: Iters: 107310/150000 || Lr: 0.006454 || Task Loss: 0.1395 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:33:31 || Estimated Time: 20:06:47
2023-08-06 14:44:03,539 semantic_segmentation INFO: Iters: 107320/150000 || Lr: 0.006453 || Task Loss: 0.1902 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:33:48 || Estimated Time: 20:06:30
2023-08-06 14:44:20,401 semantic_segmentation INFO: Iters: 107330/150000 || Lr: 0.006452 || Task Loss: 0.1329 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:34:04 || Estimated Time: 20:06:13
2023-08-06 14:44:37,273 semantic_segmentation INFO: Iters: 107340/150000 || Lr: 0.006450 || Task Loss: 0.1105 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:34:21 || Estimated Time: 20:05:56
2023-08-06 14:44:54,178 semantic_segmentation INFO: Iters: 107350/150000 || Lr: 0.006449 || Task Loss: 0.2448 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:34:38 || Estimated Time: 20:05:39
2023-08-06 14:45:10,980 semantic_segmentation INFO: Iters: 107360/150000 || Lr: 0.006448 || Task Loss: 0.2470 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:34:55 || Estimated Time: 20:05:22
2023-08-06 14:45:27,804 semantic_segmentation INFO: Iters: 107370/150000 || Lr: 0.006446 || Task Loss: 0.4568 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:35:12 || Estimated Time: 20:05:05
2023-08-06 14:45:44,638 semantic_segmentation INFO: Iters: 107380/150000 || Lr: 0.006445 || Task Loss: 0.1321 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:35:29 || Estimated Time: 20:04:48
2023-08-06 14:46:01,444 semantic_segmentation INFO: Iters: 107390/150000 || Lr: 0.006443 || Task Loss: 0.2771 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:35:45 || Estimated Time: 20:04:31
2023-08-06 14:46:18,243 semantic_segmentation INFO: Iters: 107400/150000 || Lr: 0.006442 || Task Loss: 0.2459 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:36:02 || Estimated Time: 20:04:14
2023-08-06 14:46:34,958 semantic_segmentation INFO: Iters: 107410/150000 || Lr: 0.006441 || Task Loss: 0.2732 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:36:19 || Estimated Time: 20:03:57
2023-08-06 14:46:51,789 semantic_segmentation INFO: Iters: 107420/150000 || Lr: 0.006439 || Task Loss: 0.3944 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:36:36 || Estimated Time: 20:03:40
2023-08-06 14:47:08,625 semantic_segmentation INFO: Iters: 107430/150000 || Lr: 0.006438 || Task Loss: 0.1619 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:36:53 || Estimated Time: 20:03:23
2023-08-06 14:47:25,382 semantic_segmentation INFO: Iters: 107440/150000 || Lr: 0.006437 || Task Loss: 0.3157 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:37:09 || Estimated Time: 20:03:06
2023-08-06 14:47:42,214 semantic_segmentation INFO: Iters: 107450/150000 || Lr: 0.006435 || Task Loss: 0.1904 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:37:26 || Estimated Time: 20:02:49
2023-08-06 14:47:59,023 semantic_segmentation INFO: Iters: 107460/150000 || Lr: 0.006434 || Task Loss: 0.2511 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:37:43 || Estimated Time: 20:02:32
2023-08-06 14:48:15,789 semantic_segmentation INFO: Iters: 107470/150000 || Lr: 0.006433 || Task Loss: 0.1917 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:38:00 || Estimated Time: 20:02:15
2023-08-06 14:48:32,585 semantic_segmentation INFO: Iters: 107480/150000 || Lr: 0.006431 || Task Loss: 0.2620 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:38:17 || Estimated Time: 20:01:58
2023-08-06 14:48:49,376 semantic_segmentation INFO: Iters: 107490/150000 || Lr: 0.006430 || Task Loss: 0.1601 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:38:33 || Estimated Time: 20:01:41
2023-08-06 14:49:06,181 semantic_segmentation INFO: Iters: 107500/150000 || Lr: 0.006428 || Task Loss: 0.2085 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:38:50 || Estimated Time: 20:01:24
2023-08-06 14:49:22,967 semantic_segmentation INFO: Iters: 107510/150000 || Lr: 0.006427 || Task Loss: 0.3043 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:39:07 || Estimated Time: 20:01:06
2023-08-06 14:49:39,780 semantic_segmentation INFO: Iters: 107520/150000 || Lr: 0.006426 || Task Loss: 0.2125 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:39:24 || Estimated Time: 20:00:49
2023-08-06 14:49:56,551 semantic_segmentation INFO: Iters: 107530/150000 || Lr: 0.006424 || Task Loss: 0.2402 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:39:41 || Estimated Time: 20:00:32
2023-08-06 14:50:13,363 semantic_segmentation INFO: Iters: 107540/150000 || Lr: 0.006423 || Task Loss: 0.1655 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:39:57 || Estimated Time: 20:00:15
2023-08-06 14:50:30,168 semantic_segmentation INFO: Iters: 107550/150000 || Lr: 0.006422 || Task Loss: 0.2143 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:40:14 || Estimated Time: 19:59:58
2023-08-06 14:50:46,953 semantic_segmentation INFO: Iters: 107560/150000 || Lr: 0.006420 || Task Loss: 0.2094 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:40:31 || Estimated Time: 19:59:41
2023-08-06 14:51:03,798 semantic_segmentation INFO: Iters: 107570/150000 || Lr: 0.006419 || Task Loss: 0.2440 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:40:48 || Estimated Time: 19:59:24
2023-08-06 14:51:20,651 semantic_segmentation INFO: Iters: 107580/150000 || Lr: 0.006418 || Task Loss: 0.3701 || KD Loss: 0.1126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:41:05 || Estimated Time: 19:59:07
2023-08-06 14:51:37,469 semantic_segmentation INFO: Iters: 107590/150000 || Lr: 0.006416 || Task Loss: 0.3011 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:41:22 || Estimated Time: 19:58:50
2023-08-06 14:51:54,239 semantic_segmentation INFO: Iters: 107600/150000 || Lr: 0.006415 || Task Loss: 0.1723 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:41:38 || Estimated Time: 19:58:33
2023-08-06 14:52:11,121 semantic_segmentation INFO: Iters: 107610/150000 || Lr: 0.006413 || Task Loss: 0.2372 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:41:55 || Estimated Time: 19:58:16
2023-08-06 14:52:27,921 semantic_segmentation INFO: Iters: 107620/150000 || Lr: 0.006412 || Task Loss: 0.1808 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:42:12 || Estimated Time: 19:57:59
2023-08-06 14:52:44,705 semantic_segmentation INFO: Iters: 107630/150000 || Lr: 0.006411 || Task Loss: 0.2169 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:42:29 || Estimated Time: 19:57:42
2023-08-06 14:53:01,519 semantic_segmentation INFO: Iters: 107640/150000 || Lr: 0.006409 || Task Loss: 0.3173 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:42:46 || Estimated Time: 19:57:25
2023-08-06 14:53:18,307 semantic_segmentation INFO: Iters: 107650/150000 || Lr: 0.006408 || Task Loss: 0.2247 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:43:02 || Estimated Time: 19:57:08
2023-08-06 14:53:35,085 semantic_segmentation INFO: Iters: 107660/150000 || Lr: 0.006407 || Task Loss: 0.2171 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:43:19 || Estimated Time: 19:56:51
2023-08-06 14:53:51,951 semantic_segmentation INFO: Iters: 107670/150000 || Lr: 0.006405 || Task Loss: 0.1525 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:43:36 || Estimated Time: 19:56:34
2023-08-06 14:54:08,779 semantic_segmentation INFO: Iters: 107680/150000 || Lr: 0.006404 || Task Loss: 0.2320 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:43:53 || Estimated Time: 19:56:17
2023-08-06 14:54:25,563 semantic_segmentation INFO: Iters: 107690/150000 || Lr: 0.006403 || Task Loss: 0.2878 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:44:10 || Estimated Time: 19:56:00
2023-08-06 14:54:42,361 semantic_segmentation INFO: Iters: 107700/150000 || Lr: 0.006401 || Task Loss: 0.1730 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:44:26 || Estimated Time: 19:55:43
2023-08-06 14:54:59,096 semantic_segmentation INFO: Iters: 107710/150000 || Lr: 0.006400 || Task Loss: 0.2453 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:44:43 || Estimated Time: 19:55:26
2023-08-06 14:55:15,861 semantic_segmentation INFO: Iters: 107720/150000 || Lr: 0.006399 || Task Loss: 0.1812 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:45:00 || Estimated Time: 19:55:09
2023-08-06 14:55:32,659 semantic_segmentation INFO: Iters: 107730/150000 || Lr: 0.006397 || Task Loss: 0.1442 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:45:17 || Estimated Time: 19:54:52
2023-08-06 14:55:49,443 semantic_segmentation INFO: Iters: 107740/150000 || Lr: 0.006396 || Task Loss: 0.1211 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:45:33 || Estimated Time: 19:54:35
2023-08-06 14:56:06,239 semantic_segmentation INFO: Iters: 107750/150000 || Lr: 0.006394 || Task Loss: 0.2093 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:45:50 || Estimated Time: 19:54:18
2023-08-06 14:56:23,182 semantic_segmentation INFO: Iters: 107760/150000 || Lr: 0.006393 || Task Loss: 0.1241 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:46:07 || Estimated Time: 19:54:01
2023-08-06 14:56:40,240 semantic_segmentation INFO: Iters: 107770/150000 || Lr: 0.006392 || Task Loss: 0.2668 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:46:24 || Estimated Time: 19:53:44
2023-08-06 14:56:57,087 semantic_segmentation INFO: Iters: 107780/150000 || Lr: 0.006390 || Task Loss: 0.2167 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:46:41 || Estimated Time: 19:53:27
2023-08-06 14:57:13,932 semantic_segmentation INFO: Iters: 107790/150000 || Lr: 0.006389 || Task Loss: 0.1302 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:46:58 || Estimated Time: 19:53:10
2023-08-06 14:57:30,751 semantic_segmentation INFO: Iters: 107800/150000 || Lr: 0.006388 || Task Loss: 0.1725 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:47:15 || Estimated Time: 19:52:53
2023-08-06 14:57:47,573 semantic_segmentation INFO: Iters: 107810/150000 || Lr: 0.006386 || Task Loss: 0.3455 || KD Loss: 0.1441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:47:32 || Estimated Time: 19:52:36
2023-08-06 14:58:04,310 semantic_segmentation INFO: Iters: 107820/150000 || Lr: 0.006385 || Task Loss: 0.2010 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:47:48 || Estimated Time: 19:52:19
2023-08-06 14:58:21,060 semantic_segmentation INFO: Iters: 107830/150000 || Lr: 0.006384 || Task Loss: 0.2309 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:48:05 || Estimated Time: 19:52:02
2023-08-06 14:58:37,796 semantic_segmentation INFO: Iters: 107840/150000 || Lr: 0.006382 || Task Loss: 0.1841 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:48:22 || Estimated Time: 19:51:45
2023-08-06 14:58:54,563 semantic_segmentation INFO: Iters: 107850/150000 || Lr: 0.006381 || Task Loss: 0.1448 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:48:39 || Estimated Time: 19:51:28
2023-08-06 14:59:11,362 semantic_segmentation INFO: Iters: 107860/150000 || Lr: 0.006379 || Task Loss: 0.1657 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:48:55 || Estimated Time: 19:51:11
2023-08-06 14:59:28,091 semantic_segmentation INFO: Iters: 107870/150000 || Lr: 0.006378 || Task Loss: 0.3219 || KD Loss: 0.2323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:49:12 || Estimated Time: 19:50:54
2023-08-06 14:59:44,889 semantic_segmentation INFO: Iters: 107880/150000 || Lr: 0.006377 || Task Loss: 0.3018 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:49:29 || Estimated Time: 19:50:37
2023-08-06 15:00:01,636 semantic_segmentation INFO: Iters: 107890/150000 || Lr: 0.006375 || Task Loss: 0.1706 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:49:46 || Estimated Time: 19:50:20
2023-08-06 15:00:18,408 semantic_segmentation INFO: Iters: 107900/150000 || Lr: 0.006374 || Task Loss: 0.1470 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:50:02 || Estimated Time: 19:50:03
2023-08-06 15:00:35,162 semantic_segmentation INFO: Iters: 107910/150000 || Lr: 0.006373 || Task Loss: 0.1575 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:50:19 || Estimated Time: 19:49:46
2023-08-06 15:00:51,930 semantic_segmentation INFO: Iters: 107920/150000 || Lr: 0.006371 || Task Loss: 0.1493 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:50:36 || Estimated Time: 19:49:29
2023-08-06 15:01:08,721 semantic_segmentation INFO: Iters: 107930/150000 || Lr: 0.006370 || Task Loss: 0.2209 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:50:53 || Estimated Time: 19:49:12
2023-08-06 15:01:25,514 semantic_segmentation INFO: Iters: 107940/150000 || Lr: 0.006369 || Task Loss: 0.2156 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:51:10 || Estimated Time: 19:48:55
2023-08-06 15:01:42,255 semantic_segmentation INFO: Iters: 107950/150000 || Lr: 0.006367 || Task Loss: 0.2279 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:51:26 || Estimated Time: 19:48:37
2023-08-06 15:01:59,044 semantic_segmentation INFO: Iters: 107960/150000 || Lr: 0.006366 || Task Loss: 0.1928 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:51:43 || Estimated Time: 19:48:20
2023-08-06 15:02:15,845 semantic_segmentation INFO: Iters: 107970/150000 || Lr: 0.006364 || Task Loss: 0.3213 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:52:00 || Estimated Time: 19:48:03
2023-08-06 15:02:32,618 semantic_segmentation INFO: Iters: 107980/150000 || Lr: 0.006363 || Task Loss: 0.3050 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:52:17 || Estimated Time: 19:47:46
2023-08-06 15:02:49,377 semantic_segmentation INFO: Iters: 107990/150000 || Lr: 0.006362 || Task Loss: 0.1521 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:52:33 || Estimated Time: 19:47:29
2023-08-06 15:03:06,081 semantic_segmentation INFO: Iters: 108000/150000 || Lr: 0.006360 || Task Loss: 0.1944 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:52:50 || Estimated Time: 19:47:12
2023-08-06 15:03:06,161 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 15:03:06,940 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.417
2023-08-06 15:03:07,072 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.517
2023-08-06 15:03:07,199 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.527
2023-08-06 15:03:07,322 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.550
2023-08-06 15:03:07,441 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.542
2023-08-06 15:03:07,564 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.544
2023-08-06 15:03:07,685 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.593
2023-08-06 15:03:07,810 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.631
2023-08-06 15:03:07,938 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.679
2023-08-06 15:03:08,056 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.729
2023-08-06 15:03:08,176 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.734
2023-08-06 15:03:08,292 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.748
2023-08-06 15:03:08,410 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.748
2023-08-06 15:03:08,527 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.745
2023-08-06 15:03:08,650 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.743
2023-08-06 15:03:08,778 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.734
2023-08-06 15:03:08,901 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.735
2023-08-06 15:03:09,022 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 15:03:09,141 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-06 15:03:09,264 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-06 15:03:09,388 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-06 15:03:09,510 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 15:03:09,630 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 15:03:09,748 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 15:03:09,876 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 15:03:10,007 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 15:03:10,127 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.731
2023-08-06 15:03:10,247 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 15:03:10,364 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-06 15:03:10,487 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-06 15:03:10,613 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-06 15:03:10,736 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 15:03:10,859 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 15:03:10,980 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 15:03:11,101 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 15:03:11,225 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-06 15:03:11,347 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 15:03:11,471 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-06 15:03:11,589 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.716
2023-08-06 15:03:11,718 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 15:03:11,852 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 15:03:11,973 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 15:03:12,093 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 15:03:12,213 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-06 15:03:12,338 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 15:03:12,466 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 15:03:12,593 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 15:03:12,718 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.716
2023-08-06 15:03:12,838 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.719
2023-08-06 15:03:12,960 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-06 15:03:13,080 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:13,201 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 15:03:13,321 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 15:03:13,442 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-06 15:03:13,568 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-06 15:03:13,698 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 15:03:13,822 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 15:03:13,948 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 15:03:14,073 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 15:03:14,193 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-06 15:03:14,312 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-06 15:03:14,433 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 15:03:14,553 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 15:03:14,673 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 15:03:14,799 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 15:03:14,928 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 15:03:15,050 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-06 15:03:15,175 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 15:03:15,296 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-06 15:03:15,417 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 15:03:15,536 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 15:03:15,655 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-06 15:03:15,773 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 15:03:15,889 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 15:03:16,017 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 15:03:16,150 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 15:03:16,270 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 15:03:16,390 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 15:03:16,507 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 15:03:16,631 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 15:03:16,758 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 15:03:16,884 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 15:03:17,010 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 15:03:17,131 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-06 15:03:17,249 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.734
2023-08-06 15:03:17,367 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.734
2023-08-06 15:03:17,486 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.734
2023-08-06 15:03:17,604 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 15:03:17,721 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 15:03:17,842 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 15:03:17,965 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 15:03:18,087 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 15:03:18,210 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 15:03:18,333 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 15:03:18,452 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 15:03:18,568 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 15:03:18,692 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 15:03:18,821 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 15:03:18,945 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 15:03:19,068 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 15:03:19,189 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 15:03:19,308 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 15:03:19,427 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 15:03:19,546 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 15:03:19,664 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-06 15:03:19,781 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-06 15:03:19,909 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-06 15:03:20,043 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 15:03:20,164 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 15:03:20,288 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 15:03:20,411 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 15:03:20,530 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 15:03:20,650 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 15:03:20,771 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-06 15:03:20,891 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.727
2023-08-06 15:03:21,008 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.726
2023-08-06 15:03:21,131 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-06 15:03:21,257 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 15:03:21,381 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.731
2023-08-06 15:03:21,506 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 15:03:21,629 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-06 15:03:21,753 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 15:03:21,877 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-06 15:03:21,997 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.731
2023-08-06 15:03:22,118 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.732
2023-08-06 15:03:22,236 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.734
2023-08-06 15:03:22,363 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.736
2023-08-06 15:03:22,498 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.736
2023-08-06 15:03:22,618 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-06 15:03:22,739 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-06 15:03:22,859 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-06 15:03:22,981 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:23,106 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:23,231 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-06 15:03:23,355 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:23,475 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:23,598 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:23,725 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:23,848 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.947, mIoU: 0.733
2023-08-06 15:03:23,969 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:24,088 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:24,215 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:24,347 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-06 15:03:24,469 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-06 15:03:24,591 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-06 15:03:24,711 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:24,831 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:24,954 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:25,076 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-06 15:03:25,197 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-06 15:03:25,314 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:25,440 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-06 15:03:25,575 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-06 15:03:25,698 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 15:03:25,824 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 15:03:25,948 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 15:03:26,069 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 15:03:26,187 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 15:03:26,305 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 15:03:26,423 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-06 15:03:26,540 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-06 15:03:26,667 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:26,800 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:26,920 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:27,041 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:27,160 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:27,285 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.947, mIoU: 0.732
2023-08-06 15:03:27,416 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 15:03:27,542 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 15:03:27,666 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 15:03:27,789 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 15:03:27,909 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 15:03:28,031 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 15:03:28,149 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 15:03:28,268 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.948, mIoU: 0.731
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2023-08-06 15:03:52,518 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 15:03:52,637 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 15:03:52,756 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 15:03:52,883 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 15:03:53,017 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 15:03:53,137 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 15:03:53,262 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-06 15:03:53,385 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 15:03:53,506 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 15:03:53,626 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 15:03:53,748 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 15:03:53,869 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 15:03:53,986 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 15:03:54,112 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.949, mIoU: 0.717
2023-08-06 15:03:54,242 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 15:03:54,365 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 15:03:54,489 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 15:03:54,610 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.949, mIoU: 0.718
2023-08-06 15:03:54,732 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-06 15:03:54,854 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:54,974 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:55,093 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:55,212 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:55,340 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:55,476 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:55,596 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:55,717 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:55,836 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:55,959 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:56,088 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:56,212 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:56,337 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:56,456 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:56,579 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 15:03:56,702 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 15:03:56,824 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.950, mIoU: 0.720
2023-08-06 15:03:56,942 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:57,060 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:57,189 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:57,321 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:57,443 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:57,566 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:57,687 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:57,810 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:57,933 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:58,054 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-06 15:03:58,174 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:58,292 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:58,423 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:58,554 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:58,680 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:58,807 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:58,931 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:59,054 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:59,176 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:59,297 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:59,416 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:59,533 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 15:03:59,656 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-06 15:03:59,780 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:03:59,903 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:00,022 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:00,144 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:00,269 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:00,396 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:00,521 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:00,645 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:00,768 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:00,889 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:01,010 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:01,131 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:01,252 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:01,372 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:01,495 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:01,620 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:01,749 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:01,872 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.722
2023-08-06 15:04:01,991 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 15:04:02,113 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 15:04:02,238 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 15:04:02,361 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 15:04:02,481 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 15:04:02,599 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 15:04:02,723 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 15:04:02,849 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 15:04:02,972 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 15:04:03,093 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 15:04:03,212 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.723
2023-08-06 15:04:03,333 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:03,458 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:03,581 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:03,703 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:03,823 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:03,946 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:04,074 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:04,200 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 15:04:04,323 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:04,442 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:04,563 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:04,685 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:04,806 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:04,926 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:05,046 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:05,171 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:05,306 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:05,427 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:05,552 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 15:04:05,674 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:05,793 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:05,914 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 15:04:06,035 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:06,156 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 15:04:06,273 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 15:04:06,398 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 15:04:06,526 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 15:04:06,650 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 15:04:06,773 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.725
2023-08-06 15:04:06,895 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.725
2023-08-06 15:04:07,016 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.725
2023-08-06 15:04:07,140 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:07,261 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:07,382 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:07,500 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:07,630 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:07,766 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:07,888 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:08,010 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:08,130 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:08,251 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.726
2023-08-06 15:04:25,201 semantic_segmentation INFO: Iters: 108010/150000 || Lr: 0.006359 || Task Loss: 0.2845 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:54:09 || Estimated Time: 19:47:20
2023-08-06 15:04:41,985 semantic_segmentation INFO: Iters: 108020/150000 || Lr: 0.006358 || Task Loss: 0.2130 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:54:26 || Estimated Time: 19:47:02
2023-08-06 15:04:58,835 semantic_segmentation INFO: Iters: 108030/150000 || Lr: 0.006356 || Task Loss: 0.2184 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:54:43 || Estimated Time: 19:46:45
2023-08-06 15:05:15,651 semantic_segmentation INFO: Iters: 108040/150000 || Lr: 0.006355 || Task Loss: 0.1925 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:55:00 || Estimated Time: 19:46:28
2023-08-06 15:05:32,458 semantic_segmentation INFO: Iters: 108050/150000 || Lr: 0.006354 || Task Loss: 0.2436 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:55:16 || Estimated Time: 19:46:11
2023-08-06 15:05:49,312 semantic_segmentation INFO: Iters: 108060/150000 || Lr: 0.006352 || Task Loss: 0.3378 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:55:33 || Estimated Time: 19:45:54
2023-08-06 15:06:06,104 semantic_segmentation INFO: Iters: 108070/150000 || Lr: 0.006351 || Task Loss: 0.2027 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:55:50 || Estimated Time: 19:45:37
2023-08-06 15:06:22,947 semantic_segmentation INFO: Iters: 108080/150000 || Lr: 0.006349 || Task Loss: 0.3879 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:56:07 || Estimated Time: 19:45:20
2023-08-06 15:06:39,695 semantic_segmentation INFO: Iters: 108090/150000 || Lr: 0.006348 || Task Loss: 0.1825 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:56:24 || Estimated Time: 19:45:03
2023-08-06 15:06:56,494 semantic_segmentation INFO: Iters: 108100/150000 || Lr: 0.006347 || Task Loss: 0.2007 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:56:41 || Estimated Time: 19:44:46
2023-08-06 15:07:13,277 semantic_segmentation INFO: Iters: 108110/150000 || Lr: 0.006345 || Task Loss: 0.1939 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:56:57 || Estimated Time: 19:44:29
2023-08-06 15:07:30,079 semantic_segmentation INFO: Iters: 108120/150000 || Lr: 0.006344 || Task Loss: 0.4059 || KD Loss: 0.2552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:57:14 || Estimated Time: 19:44:12
2023-08-06 15:07:46,859 semantic_segmentation INFO: Iters: 108130/150000 || Lr: 0.006343 || Task Loss: 0.2496 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:57:31 || Estimated Time: 19:43:55
2023-08-06 15:08:03,634 semantic_segmentation INFO: Iters: 108140/150000 || Lr: 0.006341 || Task Loss: 0.3011 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:57:48 || Estimated Time: 19:43:38
2023-08-06 15:08:20,370 semantic_segmentation INFO: Iters: 108150/150000 || Lr: 0.006340 || Task Loss: 0.1597 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:58:04 || Estimated Time: 19:43:21
2023-08-06 15:08:37,192 semantic_segmentation INFO: Iters: 108160/150000 || Lr: 0.006339 || Task Loss: 0.1377 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:58:21 || Estimated Time: 19:43:04
2023-08-06 15:08:53,946 semantic_segmentation INFO: Iters: 108170/150000 || Lr: 0.006337 || Task Loss: 0.1543 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:58:38 || Estimated Time: 19:42:47
2023-08-06 15:09:10,740 semantic_segmentation INFO: Iters: 108180/150000 || Lr: 0.006336 || Task Loss: 0.1710 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:58:55 || Estimated Time: 19:42:30
2023-08-06 15:09:27,545 semantic_segmentation INFO: Iters: 108190/150000 || Lr: 0.006334 || Task Loss: 0.2328 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:59:12 || Estimated Time: 19:42:13
2023-08-06 15:09:44,423 semantic_segmentation INFO: Iters: 108200/150000 || Lr: 0.006333 || Task Loss: 0.1437 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:59:28 || Estimated Time: 19:41:56
2023-08-06 15:10:01,274 semantic_segmentation INFO: Iters: 108210/150000 || Lr: 0.006332 || Task Loss: 0.2772 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:59:45 || Estimated Time: 19:41:39
2023-08-06 15:10:18,107 semantic_segmentation INFO: Iters: 108220/150000 || Lr: 0.006330 || Task Loss: 0.1105 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:00:02 || Estimated Time: 19:41:22
2023-08-06 15:10:35,009 semantic_segmentation INFO: Iters: 108230/150000 || Lr: 0.006329 || Task Loss: 0.2039 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:00:19 || Estimated Time: 19:41:05
2023-08-06 15:10:51,799 semantic_segmentation INFO: Iters: 108240/150000 || Lr: 0.006328 || Task Loss: 0.1959 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:40:48
2023-08-06 15:11:08,636 semantic_segmentation INFO: Iters: 108250/150000 || Lr: 0.006326 || Task Loss: 0.2379 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:40:31
2023-08-06 15:11:25,437 semantic_segmentation INFO: Iters: 108260/150000 || Lr: 0.006325 || Task Loss: 0.1706 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:40:14
2023-08-06 15:11:42,373 semantic_segmentation INFO: Iters: 108270/150000 || Lr: 0.006324 || Task Loss: 0.3489 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:01:26 || Estimated Time: 19:39:57
2023-08-06 15:11:59,218 semantic_segmentation INFO: Iters: 108280/150000 || Lr: 0.006322 || Task Loss: 0.2132 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:01:43 || Estimated Time: 19:39:40
2023-08-06 15:12:16,121 semantic_segmentation INFO: Iters: 108290/150000 || Lr: 0.006321 || Task Loss: 0.1922 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:02:00 || Estimated Time: 19:39:23
2023-08-06 15:12:32,955 semantic_segmentation INFO: Iters: 108300/150000 || Lr: 0.006319 || Task Loss: 0.2705 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:02:17 || Estimated Time: 19:39:06
2023-08-06 15:12:49,812 semantic_segmentation INFO: Iters: 108310/150000 || Lr: 0.006318 || Task Loss: 0.2039 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:02:34 || Estimated Time: 19:38:49
2023-08-06 15:13:06,596 semantic_segmentation INFO: Iters: 108320/150000 || Lr: 0.006317 || Task Loss: 0.2871 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:02:51 || Estimated Time: 19:38:32
2023-08-06 15:13:23,457 semantic_segmentation INFO: Iters: 108330/150000 || Lr: 0.006315 || Task Loss: 0.2277 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:03:07 || Estimated Time: 19:38:15
2023-08-06 15:13:40,320 semantic_segmentation INFO: Iters: 108340/150000 || Lr: 0.006314 || Task Loss: 0.2372 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:03:24 || Estimated Time: 19:37:58
2023-08-06 15:13:57,118 semantic_segmentation INFO: Iters: 108350/150000 || Lr: 0.006313 || Task Loss: 0.1767 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:03:41 || Estimated Time: 19:37:41
2023-08-06 15:14:13,907 semantic_segmentation INFO: Iters: 108360/150000 || Lr: 0.006311 || Task Loss: 0.1141 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:03:58 || Estimated Time: 19:37:24
2023-08-06 15:14:30,709 semantic_segmentation INFO: Iters: 108370/150000 || Lr: 0.006310 || Task Loss: 0.1980 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:04:15 || Estimated Time: 19:37:07
2023-08-06 15:14:47,509 semantic_segmentation INFO: Iters: 108380/150000 || Lr: 0.006309 || Task Loss: 0.2239 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:04:32 || Estimated Time: 19:36:50
2023-08-06 15:15:04,342 semantic_segmentation INFO: Iters: 108390/150000 || Lr: 0.006307 || Task Loss: 0.1637 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:04:48 || Estimated Time: 19:36:33
2023-08-06 15:15:21,219 semantic_segmentation INFO: Iters: 108400/150000 || Lr: 0.006306 || Task Loss: 0.1790 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:05:05 || Estimated Time: 19:36:16
2023-08-06 15:15:38,065 semantic_segmentation INFO: Iters: 108410/150000 || Lr: 0.006304 || Task Loss: 0.2234 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:35:59
2023-08-06 15:15:54,800 semantic_segmentation INFO: Iters: 108420/150000 || Lr: 0.006303 || Task Loss: 0.2092 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:35:42
2023-08-06 15:16:11,653 semantic_segmentation INFO: Iters: 108430/150000 || Lr: 0.006302 || Task Loss: 0.2651 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:35:25
2023-08-06 15:16:28,444 semantic_segmentation INFO: Iters: 108440/150000 || Lr: 0.006300 || Task Loss: 0.1952 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:35:08
2023-08-06 15:16:45,241 semantic_segmentation INFO: Iters: 108450/150000 || Lr: 0.006299 || Task Loss: 0.1653 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:34:51
2023-08-06 15:17:02,040 semantic_segmentation INFO: Iters: 108460/150000 || Lr: 0.006298 || Task Loss: 0.2149 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:34:34
2023-08-06 15:17:18,882 semantic_segmentation INFO: Iters: 108470/150000 || Lr: 0.006296 || Task Loss: 0.1636 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:07:03 || Estimated Time: 19:34:16
2023-08-06 15:17:35,745 semantic_segmentation INFO: Iters: 108480/150000 || Lr: 0.006295 || Task Loss: 0.1551 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:07:20 || Estimated Time: 19:33:59
2023-08-06 15:17:52,571 semantic_segmentation INFO: Iters: 108490/150000 || Lr: 0.006294 || Task Loss: 0.2707 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:07:37 || Estimated Time: 19:33:42
2023-08-06 15:18:09,383 semantic_segmentation INFO: Iters: 108500/150000 || Lr: 0.006292 || Task Loss: 0.4095 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:07:53 || Estimated Time: 19:33:25
2023-08-06 15:18:26,206 semantic_segmentation INFO: Iters: 108510/150000 || Lr: 0.006291 || Task Loss: 0.3131 || KD Loss: 0.0972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:08:10 || Estimated Time: 19:33:08
2023-08-06 15:18:42,984 semantic_segmentation INFO: Iters: 108520/150000 || Lr: 0.006289 || Task Loss: 0.2224 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:08:27 || Estimated Time: 19:32:51
2023-08-06 15:18:59,778 semantic_segmentation INFO: Iters: 108530/150000 || Lr: 0.006288 || Task Loss: 0.2204 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:08:44 || Estimated Time: 19:32:34
2023-08-06 15:19:16,523 semantic_segmentation INFO: Iters: 108540/150000 || Lr: 0.006287 || Task Loss: 0.1882 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:09:01 || Estimated Time: 19:32:17
2023-08-06 15:19:33,313 semantic_segmentation INFO: Iters: 108550/150000 || Lr: 0.006285 || Task Loss: 0.2460 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:09:17 || Estimated Time: 19:32:00
2023-08-06 15:19:50,080 semantic_segmentation INFO: Iters: 108560/150000 || Lr: 0.006284 || Task Loss: 0.2002 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:09:34 || Estimated Time: 19:31:43
2023-08-06 15:20:06,952 semantic_segmentation INFO: Iters: 108570/150000 || Lr: 0.006283 || Task Loss: 0.2286 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:09:51 || Estimated Time: 19:31:26
2023-08-06 15:20:23,762 semantic_segmentation INFO: Iters: 108580/150000 || Lr: 0.006281 || Task Loss: 0.2699 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:10:08 || Estimated Time: 19:31:09
2023-08-06 15:20:40,551 semantic_segmentation INFO: Iters: 108590/150000 || Lr: 0.006280 || Task Loss: 0.1825 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:10:25 || Estimated Time: 19:30:52
2023-08-06 15:20:57,408 semantic_segmentation INFO: Iters: 108600/150000 || Lr: 0.006279 || Task Loss: 0.1213 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:10:41 || Estimated Time: 19:30:35
2023-08-06 15:21:14,436 semantic_segmentation INFO: Iters: 108610/150000 || Lr: 0.006277 || Task Loss: 0.2136 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:10:58 || Estimated Time: 19:30:18
2023-08-06 15:21:31,394 semantic_segmentation INFO: Iters: 108620/150000 || Lr: 0.006276 || Task Loss: 0.1211 || KD Loss: 0.0249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:11:15 || Estimated Time: 19:30:01
2023-08-06 15:21:48,226 semantic_segmentation INFO: Iters: 108630/150000 || Lr: 0.006274 || Task Loss: 0.2678 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:11:32 || Estimated Time: 19:29:44
2023-08-06 15:22:05,028 semantic_segmentation INFO: Iters: 108640/150000 || Lr: 0.006273 || Task Loss: 0.2370 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:11:49 || Estimated Time: 19:29:27
2023-08-06 15:22:21,794 semantic_segmentation INFO: Iters: 108650/150000 || Lr: 0.006272 || Task Loss: 0.1967 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:12:06 || Estimated Time: 19:29:10
2023-08-06 15:22:38,609 semantic_segmentation INFO: Iters: 108660/150000 || Lr: 0.006270 || Task Loss: 0.2231 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:12:23 || Estimated Time: 19:28:53
2023-08-06 15:22:55,371 semantic_segmentation INFO: Iters: 108670/150000 || Lr: 0.006269 || Task Loss: 0.1444 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:12:39 || Estimated Time: 19:28:36
2023-08-06 15:23:12,147 semantic_segmentation INFO: Iters: 108680/150000 || Lr: 0.006268 || Task Loss: 0.4654 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:12:56 || Estimated Time: 19:28:19
2023-08-06 15:23:28,901 semantic_segmentation INFO: Iters: 108690/150000 || Lr: 0.006266 || Task Loss: 0.2695 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:13:13 || Estimated Time: 19:28:02
2023-08-06 15:23:45,675 semantic_segmentation INFO: Iters: 108700/150000 || Lr: 0.006265 || Task Loss: 0.2357 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:13:30 || Estimated Time: 19:27:45
2023-08-06 15:24:02,480 semantic_segmentation INFO: Iters: 108710/150000 || Lr: 0.006264 || Task Loss: 0.2661 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:13:47 || Estimated Time: 19:27:28
2023-08-06 15:24:19,267 semantic_segmentation INFO: Iters: 108720/150000 || Lr: 0.006262 || Task Loss: 0.3146 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:14:03 || Estimated Time: 19:27:11
2023-08-06 15:24:36,063 semantic_segmentation INFO: Iters: 108730/150000 || Lr: 0.006261 || Task Loss: 0.1524 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:14:20 || Estimated Time: 19:26:54
2023-08-06 15:24:52,857 semantic_segmentation INFO: Iters: 108740/150000 || Lr: 0.006259 || Task Loss: 0.2049 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:14:37 || Estimated Time: 19:26:37
2023-08-06 15:25:09,699 semantic_segmentation INFO: Iters: 108750/150000 || Lr: 0.006258 || Task Loss: 0.2441 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:14:54 || Estimated Time: 19:26:20
2023-08-06 15:25:26,484 semantic_segmentation INFO: Iters: 108760/150000 || Lr: 0.006257 || Task Loss: 0.1605 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:15:11 || Estimated Time: 19:26:03
2023-08-06 15:25:43,288 semantic_segmentation INFO: Iters: 108770/150000 || Lr: 0.006255 || Task Loss: 0.1509 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:15:27 || Estimated Time: 19:25:46
2023-08-06 15:26:00,140 semantic_segmentation INFO: Iters: 108780/150000 || Lr: 0.006254 || Task Loss: 0.2187 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:15:44 || Estimated Time: 19:25:29
2023-08-06 15:26:16,864 semantic_segmentation INFO: Iters: 108790/150000 || Lr: 0.006253 || Task Loss: 0.4759 || KD Loss: 0.2390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:16:01 || Estimated Time: 19:25:12
2023-08-06 15:26:33,663 semantic_segmentation INFO: Iters: 108800/150000 || Lr: 0.006251 || Task Loss: 0.1116 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:16:18 || Estimated Time: 19:24:55
2023-08-06 15:26:33,752 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 15:26:34,631 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.421
2023-08-06 15:26:34,753 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.504
2023-08-06 15:26:34,872 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.518
2023-08-06 15:26:34,996 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.539
2023-08-06 15:26:35,117 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.531
2023-08-06 15:26:35,237 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.533
2023-08-06 15:26:35,363 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.566
2023-08-06 15:26:35,491 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.607
2023-08-06 15:26:35,614 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.654
2023-08-06 15:26:35,737 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.699
2023-08-06 15:26:35,857 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.701
2023-08-06 15:26:35,979 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.699
2023-08-06 15:26:36,100 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.706
2023-08-06 15:26:36,223 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.698
2023-08-06 15:26:36,344 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.666
2023-08-06 15:26:36,461 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.658
2023-08-06 15:26:36,584 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.660
2023-08-06 15:26:36,711 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.662
2023-08-06 15:26:36,837 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.670
2023-08-06 15:26:36,960 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.679
2023-08-06 15:26:37,081 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.682
2023-08-06 15:26:37,201 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.693
2023-08-06 15:26:37,322 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.691
2023-08-06 15:26:37,443 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.698
2023-08-06 15:26:37,563 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-06 15:26:37,680 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.709
2023-08-06 15:26:37,805 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.698
2023-08-06 15:26:37,936 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-06 15:26:38,055 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.692
2023-08-06 15:26:38,174 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.689
2023-08-06 15:26:38,290 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.689
2023-08-06 15:26:38,407 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-06 15:26:38,526 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-06 15:26:38,649 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.688
2023-08-06 15:26:38,773 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-06 15:26:38,894 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.690
2023-08-06 15:26:39,013 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.686
2023-08-06 15:26:39,130 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.685
2023-08-06 15:26:39,254 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.683
2023-08-06 15:26:39,383 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.684
2023-08-06 15:26:39,505 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-06 15:26:39,627 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.683
2023-08-06 15:26:39,746 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.684
2023-08-06 15:26:39,869 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.686
2023-08-06 15:26:39,992 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.686
2023-08-06 15:26:40,113 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.687
2023-08-06 15:26:40,232 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.686
2023-08-06 15:26:40,351 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.685
2023-08-06 15:26:40,478 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.690
2023-08-06 15:26:40,610 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-06 15:26:40,731 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.693
2023-08-06 15:26:40,852 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.700
2023-08-06 15:26:40,972 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-06 15:26:41,094 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.705
2023-08-06 15:26:41,217 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-06 15:26:41,342 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.708
2023-08-06 15:26:41,462 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.709
2023-08-06 15:26:41,579 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-06 15:26:41,705 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 15:26:41,837 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 15:26:41,956 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 15:26:42,078 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-06 15:26:42,198 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-06 15:26:42,320 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-06 15:26:42,443 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-06 15:26:42,567 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-06 15:26:42,691 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 15:26:42,810 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.718
2023-08-06 15:26:42,932 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 15:26:43,056 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 15:26:43,181 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 15:26:43,305 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-06 15:26:43,425 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-06 15:26:43,547 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-06 15:26:43,670 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.714
2023-08-06 15:26:43,793 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.714
2023-08-06 15:26:43,914 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.714
2023-08-06 15:26:44,031 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-06 15:26:44,157 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.712
2023-08-06 15:26:44,293 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.713
2023-08-06 15:26:44,412 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-06 15:26:44,534 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.714
2023-08-06 15:26:44,656 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.710
2023-08-06 15:26:44,777 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.707
2023-08-06 15:26:44,901 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-06 15:26:45,026 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.701
2023-08-06 15:26:45,151 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-06 15:26:45,274 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-06 15:26:45,393 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-06 15:26:45,513 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.702
2023-08-06 15:26:45,633 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.702
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2023-08-06 15:27:33,887 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.684
2023-08-06 15:27:34,005 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.684
2023-08-06 15:27:34,133 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.684
2023-08-06 15:27:34,267 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:34,387 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:34,510 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:34,632 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:34,752 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:34,873 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:34,996 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:35,116 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:35,234 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:35,358 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:35,488 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:35,614 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:35,738 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:35,858 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.685
2023-08-06 15:27:52,790 semantic_segmentation INFO: Iters: 108810/150000 || Lr: 0.006250 || Task Loss: 0.1366 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:17:37 || Estimated Time: 19:25:01
2023-08-06 15:28:09,541 semantic_segmentation INFO: Iters: 108820/150000 || Lr: 0.006248 || Task Loss: 0.2020 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:17:54 || Estimated Time: 19:24:44
2023-08-06 15:28:26,323 semantic_segmentation INFO: Iters: 108830/150000 || Lr: 0.006247 || Task Loss: 0.2173 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:18:10 || Estimated Time: 19:24:27
2023-08-06 15:28:43,099 semantic_segmentation INFO: Iters: 108840/150000 || Lr: 0.006246 || Task Loss: 0.1821 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:18:27 || Estimated Time: 19:24:10
2023-08-06 15:28:59,893 semantic_segmentation INFO: Iters: 108850/150000 || Lr: 0.006244 || Task Loss: 0.1844 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:18:44 || Estimated Time: 19:23:53
2023-08-06 15:29:16,634 semantic_segmentation INFO: Iters: 108860/150000 || Lr: 0.006243 || Task Loss: 0.2089 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:19:01 || Estimated Time: 19:23:36
2023-08-06 15:29:33,384 semantic_segmentation INFO: Iters: 108870/150000 || Lr: 0.006242 || Task Loss: 0.2435 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:19:17 || Estimated Time: 19:23:19
2023-08-06 15:29:50,197 semantic_segmentation INFO: Iters: 108880/150000 || Lr: 0.006240 || Task Loss: 0.1749 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:19:34 || Estimated Time: 19:23:02
2023-08-06 15:30:06,938 semantic_segmentation INFO: Iters: 108890/150000 || Lr: 0.006239 || Task Loss: 0.1679 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:19:51 || Estimated Time: 19:22:45
2023-08-06 15:30:23,652 semantic_segmentation INFO: Iters: 108900/150000 || Lr: 0.006238 || Task Loss: 0.2952 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:20:08 || Estimated Time: 19:22:28
2023-08-06 15:30:40,449 semantic_segmentation INFO: Iters: 108910/150000 || Lr: 0.006236 || Task Loss: 0.2043 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:20:24 || Estimated Time: 19:22:11
2023-08-06 15:30:57,175 semantic_segmentation INFO: Iters: 108920/150000 || Lr: 0.006235 || Task Loss: 0.1916 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:20:41 || Estimated Time: 19:21:54
2023-08-06 15:31:14,001 semantic_segmentation INFO: Iters: 108930/150000 || Lr: 0.006233 || Task Loss: 0.2227 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:20:58 || Estimated Time: 19:21:37
2023-08-06 15:31:30,823 semantic_segmentation INFO: Iters: 108940/150000 || Lr: 0.006232 || Task Loss: 0.2279 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:21:15 || Estimated Time: 19:21:20
2023-08-06 15:31:47,572 semantic_segmentation INFO: Iters: 108950/150000 || Lr: 0.006231 || Task Loss: 0.1685 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:21:32 || Estimated Time: 19:21:03
2023-08-06 15:32:04,357 semantic_segmentation INFO: Iters: 108960/150000 || Lr: 0.006229 || Task Loss: 0.2740 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:21:48 || Estimated Time: 19:20:46
2023-08-06 15:32:21,202 semantic_segmentation INFO: Iters: 108970/150000 || Lr: 0.006228 || Task Loss: 0.2341 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:22:05 || Estimated Time: 19:20:29
2023-08-06 15:32:38,000 semantic_segmentation INFO: Iters: 108980/150000 || Lr: 0.006227 || Task Loss: 0.3244 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:22:22 || Estimated Time: 19:20:12
2023-08-06 15:32:54,879 semantic_segmentation INFO: Iters: 108990/150000 || Lr: 0.006225 || Task Loss: 0.1171 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:22:39 || Estimated Time: 19:19:55
2023-08-06 15:33:11,727 semantic_segmentation INFO: Iters: 109000/150000 || Lr: 0.006224 || Task Loss: 0.2577 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:22:56 || Estimated Time: 19:19:38
2023-08-06 15:33:28,640 semantic_segmentation INFO: Iters: 109010/150000 || Lr: 0.006223 || Task Loss: 0.1568 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:23:13 || Estimated Time: 19:19:21
2023-08-06 15:33:45,523 semantic_segmentation INFO: Iters: 109020/150000 || Lr: 0.006221 || Task Loss: 0.2019 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:23:30 || Estimated Time: 19:19:04
2023-08-06 15:34:02,381 semantic_segmentation INFO: Iters: 109030/150000 || Lr: 0.006220 || Task Loss: 0.1616 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:23:46 || Estimated Time: 19:18:47
2023-08-06 15:34:19,309 semantic_segmentation INFO: Iters: 109040/150000 || Lr: 0.006218 || Task Loss: 0.1106 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:24:03 || Estimated Time: 19:18:30
2023-08-06 15:34:36,169 semantic_segmentation INFO: Iters: 109050/150000 || Lr: 0.006217 || Task Loss: 0.3123 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:24:20 || Estimated Time: 19:18:13
2023-08-06 15:34:53,110 semantic_segmentation INFO: Iters: 109060/150000 || Lr: 0.006216 || Task Loss: 0.1857 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:24:37 || Estimated Time: 19:17:56
2023-08-06 15:35:09,990 semantic_segmentation INFO: Iters: 109070/150000 || Lr: 0.006214 || Task Loss: 0.1529 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:24:54 || Estimated Time: 19:17:39
2023-08-06 15:35:26,846 semantic_segmentation INFO: Iters: 109080/150000 || Lr: 0.006213 || Task Loss: 0.1857 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:25:11 || Estimated Time: 19:17:22
2023-08-06 15:35:43,697 semantic_segmentation INFO: Iters: 109090/150000 || Lr: 0.006212 || Task Loss: 0.2970 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:25:28 || Estimated Time: 19:17:05
2023-08-06 15:36:00,551 semantic_segmentation INFO: Iters: 109100/150000 || Lr: 0.006210 || Task Loss: 0.1695 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:25:45 || Estimated Time: 19:16:47
2023-08-06 15:36:17,366 semantic_segmentation INFO: Iters: 109110/150000 || Lr: 0.006209 || Task Loss: 0.1783 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:26:01 || Estimated Time: 19:16:30
2023-08-06 15:36:34,225 semantic_segmentation INFO: Iters: 109120/150000 || Lr: 0.006208 || Task Loss: 0.2145 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:26:18 || Estimated Time: 19:16:13
2023-08-06 15:36:51,057 semantic_segmentation INFO: Iters: 109130/150000 || Lr: 0.006206 || Task Loss: 0.1479 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:26:35 || Estimated Time: 19:15:56
2023-08-06 15:37:07,866 semantic_segmentation INFO: Iters: 109140/150000 || Lr: 0.006205 || Task Loss: 0.1262 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:26:52 || Estimated Time: 19:15:39
2023-08-06 15:37:24,726 semantic_segmentation INFO: Iters: 109150/150000 || Lr: 0.006203 || Task Loss: 0.2916 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:27:09 || Estimated Time: 19:15:22
2023-08-06 15:37:41,581 semantic_segmentation INFO: Iters: 109160/150000 || Lr: 0.006202 || Task Loss: 0.2317 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:27:26 || Estimated Time: 19:15:05
2023-08-06 15:37:58,409 semantic_segmentation INFO: Iters: 109170/150000 || Lr: 0.006201 || Task Loss: 0.2813 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:27:42 || Estimated Time: 19:14:48
2023-08-06 15:38:15,198 semantic_segmentation INFO: Iters: 109180/150000 || Lr: 0.006199 || Task Loss: 0.1971 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:27:59 || Estimated Time: 19:14:31
2023-08-06 15:38:32,045 semantic_segmentation INFO: Iters: 109190/150000 || Lr: 0.006198 || Task Loss: 0.1538 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:28:16 || Estimated Time: 19:14:14
2023-08-06 15:38:48,879 semantic_segmentation INFO: Iters: 109200/150000 || Lr: 0.006197 || Task Loss: 0.1432 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:28:33 || Estimated Time: 19:13:57
2023-08-06 15:39:05,747 semantic_segmentation INFO: Iters: 109210/150000 || Lr: 0.006195 || Task Loss: 0.1992 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:28:50 || Estimated Time: 19:13:40
2023-08-06 15:39:22,598 semantic_segmentation INFO: Iters: 109220/150000 || Lr: 0.006194 || Task Loss: 0.1964 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:29:07 || Estimated Time: 19:13:23
2023-08-06 15:39:39,403 semantic_segmentation INFO: Iters: 109230/150000 || Lr: 0.006192 || Task Loss: 0.1743 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:29:23 || Estimated Time: 19:13:06
2023-08-06 15:39:56,212 semantic_segmentation INFO: Iters: 109240/150000 || Lr: 0.006191 || Task Loss: 0.2201 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:29:40 || Estimated Time: 19:12:49
2023-08-06 15:40:13,350 semantic_segmentation INFO: Iters: 109250/150000 || Lr: 0.006190 || Task Loss: 0.1898 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:29:57 || Estimated Time: 19:12:32
2023-08-06 15:40:30,193 semantic_segmentation INFO: Iters: 109260/150000 || Lr: 0.006188 || Task Loss: 0.1730 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:30:14 || Estimated Time: 19:12:15
2023-08-06 15:40:46,990 semantic_segmentation INFO: Iters: 109270/150000 || Lr: 0.006187 || Task Loss: 0.1419 || KD Loss: 0.0250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:30:31 || Estimated Time: 19:11:58
2023-08-06 15:41:03,839 semantic_segmentation INFO: Iters: 109280/150000 || Lr: 0.006186 || Task Loss: 0.2127 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:30:48 || Estimated Time: 19:11:41
2023-08-06 15:41:20,637 semantic_segmentation INFO: Iters: 109290/150000 || Lr: 0.006184 || Task Loss: 0.1520 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:31:05 || Estimated Time: 19:11:24
2023-08-06 15:41:37,431 semantic_segmentation INFO: Iters: 109300/150000 || Lr: 0.006183 || Task Loss: 0.1987 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:31:21 || Estimated Time: 19:11:07
2023-08-06 15:41:54,285 semantic_segmentation INFO: Iters: 109310/150000 || Lr: 0.006182 || Task Loss: 0.2910 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:31:38 || Estimated Time: 19:10:50
2023-08-06 15:42:11,077 semantic_segmentation INFO: Iters: 109320/150000 || Lr: 0.006180 || Task Loss: 0.1906 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:31:55 || Estimated Time: 19:10:33
2023-08-06 15:42:27,813 semantic_segmentation INFO: Iters: 109330/150000 || Lr: 0.006179 || Task Loss: 0.1941 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:32:12 || Estimated Time: 19:10:16
2023-08-06 15:42:44,663 semantic_segmentation INFO: Iters: 109340/150000 || Lr: 0.006177 || Task Loss: 0.2919 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:32:29 || Estimated Time: 19:09:59
2023-08-06 15:43:01,438 semantic_segmentation INFO: Iters: 109350/150000 || Lr: 0.006176 || Task Loss: 0.1869 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:32:45 || Estimated Time: 19:09:42
2023-08-06 15:43:18,250 semantic_segmentation INFO: Iters: 109360/150000 || Lr: 0.006175 || Task Loss: 0.2228 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:33:02 || Estimated Time: 19:09:25
2023-08-06 15:43:34,989 semantic_segmentation INFO: Iters: 109370/150000 || Lr: 0.006173 || Task Loss: 0.2684 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:09:08
2023-08-06 15:43:51,736 semantic_segmentation INFO: Iters: 109380/150000 || Lr: 0.006172 || Task Loss: 0.1718 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:08:51
2023-08-06 15:44:08,522 semantic_segmentation INFO: Iters: 109390/150000 || Lr: 0.006171 || Task Loss: 0.2352 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:33:53 || Estimated Time: 19:08:34
2023-08-06 15:44:25,363 semantic_segmentation INFO: Iters: 109400/150000 || Lr: 0.006169 || Task Loss: 0.2442 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:08:17
2023-08-06 15:44:42,204 semantic_segmentation INFO: Iters: 109410/150000 || Lr: 0.006168 || Task Loss: 0.2715 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:08:00
2023-08-06 15:44:58,969 semantic_segmentation INFO: Iters: 109420/150000 || Lr: 0.006166 || Task Loss: 0.3243 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:34:43 || Estimated Time: 19:07:43
2023-08-06 15:45:15,792 semantic_segmentation INFO: Iters: 109430/150000 || Lr: 0.006165 || Task Loss: 0.2042 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:35:00 || Estimated Time: 19:07:26
2023-08-06 15:45:32,546 semantic_segmentation INFO: Iters: 109440/150000 || Lr: 0.006164 || Task Loss: 0.2597 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:35:17 || Estimated Time: 19:07:09
2023-08-06 15:45:49,418 semantic_segmentation INFO: Iters: 109450/150000 || Lr: 0.006162 || Task Loss: 0.2509 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:35:33 || Estimated Time: 19:06:52
2023-08-06 15:46:06,418 semantic_segmentation INFO: Iters: 109460/150000 || Lr: 0.006161 || Task Loss: 0.1492 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:35:50 || Estimated Time: 19:06:35
2023-08-06 15:46:23,293 semantic_segmentation INFO: Iters: 109470/150000 || Lr: 0.006160 || Task Loss: 0.1582 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:36:07 || Estimated Time: 19:06:18
2023-08-06 15:46:40,087 semantic_segmentation INFO: Iters: 109480/150000 || Lr: 0.006158 || Task Loss: 0.2467 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:36:24 || Estimated Time: 19:06:01
2023-08-06 15:46:56,854 semantic_segmentation INFO: Iters: 109490/150000 || Lr: 0.006157 || Task Loss: 0.1609 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:36:41 || Estimated Time: 19:05:44
2023-08-06 15:47:13,656 semantic_segmentation INFO: Iters: 109500/150000 || Lr: 0.006156 || Task Loss: 0.2022 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:05:27
2023-08-06 15:47:30,470 semantic_segmentation INFO: Iters: 109510/150000 || Lr: 0.006154 || Task Loss: 0.1959 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:05:10
2023-08-06 15:47:47,311 semantic_segmentation INFO: Iters: 109520/150000 || Lr: 0.006153 || Task Loss: 0.1577 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:04:53
2023-08-06 15:48:04,103 semantic_segmentation INFO: Iters: 109530/150000 || Lr: 0.006151 || Task Loss: 0.2005 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:04:35
2023-08-06 15:48:20,904 semantic_segmentation INFO: Iters: 109540/150000 || Lr: 0.006150 || Task Loss: 0.1929 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:38:05 || Estimated Time: 19:04:18
2023-08-06 15:48:37,711 semantic_segmentation INFO: Iters: 109550/150000 || Lr: 0.006149 || Task Loss: 0.2772 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:38:22 || Estimated Time: 19:04:01
2023-08-06 15:48:54,541 semantic_segmentation INFO: Iters: 109560/150000 || Lr: 0.006147 || Task Loss: 0.2220 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:38:39 || Estimated Time: 19:03:44
2023-08-06 15:49:11,278 semantic_segmentation INFO: Iters: 109570/150000 || Lr: 0.006146 || Task Loss: 0.1793 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:38:55 || Estimated Time: 19:03:27
2023-08-06 15:49:28,080 semantic_segmentation INFO: Iters: 109580/150000 || Lr: 0.006145 || Task Loss: 0.1487 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:39:12 || Estimated Time: 19:03:10
2023-08-06 15:49:44,810 semantic_segmentation INFO: Iters: 109590/150000 || Lr: 0.006143 || Task Loss: 0.1590 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:39:29 || Estimated Time: 19:02:53
2023-08-06 15:50:01,580 semantic_segmentation INFO: Iters: 109600/150000 || Lr: 0.006142 || Task Loss: 0.2147 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:39:46 || Estimated Time: 19:02:36
2023-08-06 15:50:01,783 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 15:50:02,538 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.414
2023-08-06 15:50:02,747 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.507
2023-08-06 15:50:02,870 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.524
2023-08-06 15:50:02,996 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.547
2023-08-06 15:50:03,117 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.539
2023-08-06 15:50:03,235 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.540
2023-08-06 15:50:03,357 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.564
2023-08-06 15:50:03,484 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.606
2023-08-06 15:50:03,606 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.658
2023-08-06 15:50:03,728 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.718
2023-08-06 15:50:03,846 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.715
2023-08-06 15:50:03,968 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.736
2023-08-06 15:50:04,095 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.743
2023-08-06 15:50:04,217 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.737
2023-08-06 15:50:04,341 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.708
2023-08-06 15:50:04,460 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.699
2023-08-06 15:50:04,582 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.700
2023-08-06 15:50:04,706 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.706
2023-08-06 15:50:04,830 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.716
2023-08-06 15:50:04,955 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.723
2023-08-06 15:50:05,077 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.724
2023-08-06 15:50:05,196 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.733
2023-08-06 15:50:05,317 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 15:50:05,438 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 15:50:05,560 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:05,676 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 15:50:05,799 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 15:50:05,923 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.734
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2023-08-06 15:50:06,165 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.738
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2023-08-06 15:50:07,010 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-06 15:50:07,127 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.730
2023-08-06 15:50:07,252 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-06 15:50:07,382 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-06 15:50:07,504 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.726
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2023-08-06 15:50:07,748 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.727
2023-08-06 15:50:07,867 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.728
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2023-08-06 15:50:08,474 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.730
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2023-08-06 15:50:09,582 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.750
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2023-08-06 15:50:12,407 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.757
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2023-08-06 15:50:15,856 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-06 15:50:15,985 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.753
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2023-08-06 15:50:51,738 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-06 15:50:51,860 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:51,980 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:52,104 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:52,234 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:52,357 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:52,481 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:52,600 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:52,723 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:52,846 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:52,968 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:53,087 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:53,204 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:53,336 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 15:50:53,470 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:53,595 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:53,718 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:53,839 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:53,965 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:54,092 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:54,216 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:54,342 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:54,468 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:54,596 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:54,721 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 15:50:54,844 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:54,969 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:55,097 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:55,224 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:55,348 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:55,469 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:55,593 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:55,719 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:55,847 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:55,972 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-06 15:50:56,091 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:56,216 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-06 15:50:56,342 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-06 15:50:56,468 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-06 15:50:56,595 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:56,726 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:56,853 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:56,982 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:57,106 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:57,227 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:57,348 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:57,468 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 15:50:57,586 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-06 15:50:57,711 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 15:50:57,834 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 15:50:57,960 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 15:50:58,088 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 15:50:58,216 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 15:50:58,338 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 15:50:58,457 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 15:50:58,578 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 15:50:58,698 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 15:50:58,817 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 15:50:58,936 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 15:50:59,060 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:50:59,194 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:50:59,316 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:50:59,440 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:50:59,562 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:50:59,684 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:50:59,806 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:50:59,929 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:00,050 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:00,171 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:00,297 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:00,429 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:51:00,551 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:51:00,679 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:51:00,803 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:00,920 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:51:01,040 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:01,159 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:01,278 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:01,395 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:01,523 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:01,656 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:01,779 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:01,902 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:02,022 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:51:02,144 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 15:51:02,266 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:02,389 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:02,509 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:02,627 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:02,754 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:02,886 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:03,008 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 15:51:03,133 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 15:51:03,255 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 15:51:03,375 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 15:51:03,494 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 15:51:03,614 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 15:51:03,732 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 15:51:03,850 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 15:51:03,969 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 15:51:20,933 semantic_segmentation INFO: Iters: 109610/150000 || Lr: 0.006141 || Task Loss: 0.1794 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:41:05 || Estimated Time: 19:02:42
2023-08-06 15:51:37,829 semantic_segmentation INFO: Iters: 109620/150000 || Lr: 0.006139 || Task Loss: 0.2290 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:02:25
2023-08-06 15:51:54,719 semantic_segmentation INFO: Iters: 109630/150000 || Lr: 0.006138 || Task Loss: 0.1105 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:02:08
2023-08-06 15:52:11,580 semantic_segmentation INFO: Iters: 109640/150000 || Lr: 0.006136 || Task Loss: 0.1419 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:41:56 || Estimated Time: 19:01:51
2023-08-06 15:52:28,505 semantic_segmentation INFO: Iters: 109650/150000 || Lr: 0.006135 || Task Loss: 0.1384 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:42:13 || Estimated Time: 19:01:34
2023-08-06 15:52:45,386 semantic_segmentation INFO: Iters: 109660/150000 || Lr: 0.006134 || Task Loss: 0.1802 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:42:29 || Estimated Time: 19:01:17
2023-08-06 15:53:02,237 semantic_segmentation INFO: Iters: 109670/150000 || Lr: 0.006132 || Task Loss: 0.2360 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:42:46 || Estimated Time: 19:01:00
2023-08-06 15:53:19,102 semantic_segmentation INFO: Iters: 109680/150000 || Lr: 0.006131 || Task Loss: 0.1293 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:43:03 || Estimated Time: 19:00:43
2023-08-06 15:53:35,951 semantic_segmentation INFO: Iters: 109690/150000 || Lr: 0.006130 || Task Loss: 0.1602 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:43:20 || Estimated Time: 19:00:26
2023-08-06 15:53:52,832 semantic_segmentation INFO: Iters: 109700/150000 || Lr: 0.006128 || Task Loss: 0.2140 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:43:37 || Estimated Time: 19:00:09
2023-08-06 15:54:09,720 semantic_segmentation INFO: Iters: 109710/150000 || Lr: 0.006127 || Task Loss: 0.1526 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:43:54 || Estimated Time: 18:59:52
2023-08-06 15:54:26,544 semantic_segmentation INFO: Iters: 109720/150000 || Lr: 0.006125 || Task Loss: 0.2494 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:44:11 || Estimated Time: 18:59:35
2023-08-06 15:54:43,394 semantic_segmentation INFO: Iters: 109730/150000 || Lr: 0.006124 || Task Loss: 0.1693 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:44:27 || Estimated Time: 18:59:18
2023-08-06 15:55:00,217 semantic_segmentation INFO: Iters: 109740/150000 || Lr: 0.006123 || Task Loss: 0.1947 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:44:44 || Estimated Time: 18:59:01
2023-08-06 15:55:17,068 semantic_segmentation INFO: Iters: 109750/150000 || Lr: 0.006121 || Task Loss: 0.2337 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:45:01 || Estimated Time: 18:58:44
2023-08-06 15:55:33,911 semantic_segmentation INFO: Iters: 109760/150000 || Lr: 0.006120 || Task Loss: 0.2211 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:45:18 || Estimated Time: 18:58:27
2023-08-06 15:55:50,715 semantic_segmentation INFO: Iters: 109770/150000 || Lr: 0.006119 || Task Loss: 0.2271 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:45:35 || Estimated Time: 18:58:10
2023-08-06 15:56:07,519 semantic_segmentation INFO: Iters: 109780/150000 || Lr: 0.006117 || Task Loss: 0.1266 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:45:52 || Estimated Time: 18:57:53
2023-08-06 15:56:24,309 semantic_segmentation INFO: Iters: 109790/150000 || Lr: 0.006116 || Task Loss: 0.1868 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:46:08 || Estimated Time: 18:57:36
2023-08-06 15:56:41,159 semantic_segmentation INFO: Iters: 109800/150000 || Lr: 0.006115 || Task Loss: 0.1647 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:46:25 || Estimated Time: 18:57:19
2023-08-06 15:56:57,947 semantic_segmentation INFO: Iters: 109810/150000 || Lr: 0.006113 || Task Loss: 0.2097 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:46:42 || Estimated Time: 18:57:02
2023-08-06 15:57:14,739 semantic_segmentation INFO: Iters: 109820/150000 || Lr: 0.006112 || Task Loss: 0.2069 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:46:59 || Estimated Time: 18:56:45
2023-08-06 15:57:31,546 semantic_segmentation INFO: Iters: 109830/150000 || Lr: 0.006110 || Task Loss: 0.1021 || KD Loss: 0.0271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:47:16 || Estimated Time: 18:56:28
2023-08-06 15:57:48,267 semantic_segmentation INFO: Iters: 109840/150000 || Lr: 0.006109 || Task Loss: 0.3283 || KD Loss: 0.1046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:47:32 || Estimated Time: 18:56:11
2023-08-06 15:58:05,029 semantic_segmentation INFO: Iters: 109850/150000 || Lr: 0.006108 || Task Loss: 0.2861 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:47:49 || Estimated Time: 18:55:54
2023-08-06 15:58:21,809 semantic_segmentation INFO: Iters: 109860/150000 || Lr: 0.006106 || Task Loss: 0.2466 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:48:06 || Estimated Time: 18:55:37
2023-08-06 15:58:38,606 semantic_segmentation INFO: Iters: 109870/150000 || Lr: 0.006105 || Task Loss: 0.1717 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:48:23 || Estimated Time: 18:55:20
2023-08-06 15:58:55,329 semantic_segmentation INFO: Iters: 109880/150000 || Lr: 0.006104 || Task Loss: 0.1163 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:48:39 || Estimated Time: 18:55:02
2023-08-06 15:59:12,129 semantic_segmentation INFO: Iters: 109890/150000 || Lr: 0.006102 || Task Loss: 0.3912 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:48:56 || Estimated Time: 18:54:45
2023-08-06 15:59:28,925 semantic_segmentation INFO: Iters: 109900/150000 || Lr: 0.006101 || Task Loss: 0.2210 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:49:13 || Estimated Time: 18:54:28
2023-08-06 15:59:45,756 semantic_segmentation INFO: Iters: 109910/150000 || Lr: 0.006099 || Task Loss: 0.1446 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:49:30 || Estimated Time: 18:54:11
2023-08-06 16:00:02,463 semantic_segmentation INFO: Iters: 109920/150000 || Lr: 0.006098 || Task Loss: 0.2069 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:49:47 || Estimated Time: 18:53:54
2023-08-06 16:00:19,288 semantic_segmentation INFO: Iters: 109930/150000 || Lr: 0.006097 || Task Loss: 0.3437 || KD Loss: 0.1270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:50:03 || Estimated Time: 18:53:37
2023-08-06 16:00:36,087 semantic_segmentation INFO: Iters: 109940/150000 || Lr: 0.006095 || Task Loss: 0.7951 || KD Loss: 0.2887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:50:20 || Estimated Time: 18:53:20
2023-08-06 16:00:52,949 semantic_segmentation INFO: Iters: 109950/150000 || Lr: 0.006094 || Task Loss: 0.2399 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:50:37 || Estimated Time: 18:53:03
2023-08-06 16:01:09,736 semantic_segmentation INFO: Iters: 109960/150000 || Lr: 0.006093 || Task Loss: 0.7892 || KD Loss: 0.4114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:50:54 || Estimated Time: 18:52:46
2023-08-06 16:01:26,488 semantic_segmentation INFO: Iters: 109970/150000 || Lr: 0.006091 || Task Loss: 0.4016 || KD Loss: 0.1972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:51:11 || Estimated Time: 18:52:29
2023-08-06 16:01:43,263 semantic_segmentation INFO: Iters: 109980/150000 || Lr: 0.006090 || Task Loss: 0.3725 || KD Loss: 0.6388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:51:27 || Estimated Time: 18:52:12
2023-08-06 16:02:00,052 semantic_segmentation INFO: Iters: 109990/150000 || Lr: 0.006088 || Task Loss: 0.5437 || KD Loss: 0.2470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:51:44 || Estimated Time: 18:51:55
2023-08-06 16:02:16,839 semantic_segmentation INFO: Iters: 110000/150000 || Lr: 0.006087 || Task Loss: 0.2822 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:52:01 || Estimated Time: 18:51:38
2023-08-06 16:02:33,551 semantic_segmentation INFO: Iters: 110010/150000 || Lr: 0.006086 || Task Loss: 0.2884 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:52:18 || Estimated Time: 18:51:21
2023-08-06 16:02:50,296 semantic_segmentation INFO: Iters: 110020/150000 || Lr: 0.006084 || Task Loss: 0.3506 || KD Loss: 0.1285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:52:34 || Estimated Time: 18:51:04
2023-08-06 16:03:07,087 semantic_segmentation INFO: Iters: 110030/150000 || Lr: 0.006083 || Task Loss: 0.3763 || KD Loss: 0.2050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:52:51 || Estimated Time: 18:50:47
2023-08-06 16:03:23,919 semantic_segmentation INFO: Iters: 110040/150000 || Lr: 0.006082 || Task Loss: 0.6655 || KD Loss: 0.2811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:53:08 || Estimated Time: 18:50:30
2023-08-06 16:03:40,668 semantic_segmentation INFO: Iters: 110050/150000 || Lr: 0.006080 || Task Loss: 0.2074 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:53:25 || Estimated Time: 18:50:13
2023-08-06 16:03:57,496 semantic_segmentation INFO: Iters: 110060/150000 || Lr: 0.006079 || Task Loss: 0.2381 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:53:42 || Estimated Time: 18:49:56
2023-08-06 16:04:14,337 semantic_segmentation INFO: Iters: 110070/150000 || Lr: 0.006078 || Task Loss: 0.2815 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:53:58 || Estimated Time: 18:49:39
2023-08-06 16:04:31,190 semantic_segmentation INFO: Iters: 110080/150000 || Lr: 0.006076 || Task Loss: 0.3540 || KD Loss: 0.1475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:54:15 || Estimated Time: 18:49:22
2023-08-06 16:04:47,986 semantic_segmentation INFO: Iters: 110090/150000 || Lr: 0.006075 || Task Loss: 0.2424 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:54:32 || Estimated Time: 18:49:05
2023-08-06 16:05:04,802 semantic_segmentation INFO: Iters: 110100/150000 || Lr: 0.006073 || Task Loss: 0.3023 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:54:49 || Estimated Time: 18:48:48
2023-08-06 16:05:21,651 semantic_segmentation INFO: Iters: 110110/150000 || Lr: 0.006072 || Task Loss: 0.3324 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:55:06 || Estimated Time: 18:48:31
2023-08-06 16:05:38,528 semantic_segmentation INFO: Iters: 110120/150000 || Lr: 0.006071 || Task Loss: 0.2923 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:55:23 || Estimated Time: 18:48:14
2023-08-06 16:05:55,414 semantic_segmentation INFO: Iters: 110130/150000 || Lr: 0.006069 || Task Loss: 0.3329 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:55:39 || Estimated Time: 18:47:57
2023-08-06 16:06:12,290 semantic_segmentation INFO: Iters: 110140/150000 || Lr: 0.006068 || Task Loss: 0.2719 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:55:56 || Estimated Time: 18:47:40
2023-08-06 16:06:29,158 semantic_segmentation INFO: Iters: 110150/150000 || Lr: 0.006067 || Task Loss: 0.2955 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:56:13 || Estimated Time: 18:47:23
2023-08-06 16:06:46,012 semantic_segmentation INFO: Iters: 110160/150000 || Lr: 0.006065 || Task Loss: 0.1490 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:56:30 || Estimated Time: 18:47:06
2023-08-06 16:07:02,885 semantic_segmentation INFO: Iters: 110170/150000 || Lr: 0.006064 || Task Loss: 0.2355 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:56:47 || Estimated Time: 18:46:49
2023-08-06 16:07:19,704 semantic_segmentation INFO: Iters: 110180/150000 || Lr: 0.006062 || Task Loss: 0.3012 || KD Loss: 0.0704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:57:04 || Estimated Time: 18:46:31
2023-08-06 16:07:36,549 semantic_segmentation INFO: Iters: 110190/150000 || Lr: 0.006061 || Task Loss: 0.1984 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:57:21 || Estimated Time: 18:46:14
2023-08-06 16:07:53,348 semantic_segmentation INFO: Iters: 110200/150000 || Lr: 0.006060 || Task Loss: 0.3283 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:57:37 || Estimated Time: 18:45:57
2023-08-06 16:08:10,196 semantic_segmentation INFO: Iters: 110210/150000 || Lr: 0.006058 || Task Loss: 0.2309 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:57:54 || Estimated Time: 18:45:40
2023-08-06 16:08:26,979 semantic_segmentation INFO: Iters: 110220/150000 || Lr: 0.006057 || Task Loss: 0.4943 || KD Loss: 0.2166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:58:11 || Estimated Time: 18:45:23
2023-08-06 16:08:43,782 semantic_segmentation INFO: Iters: 110230/150000 || Lr: 0.006056 || Task Loss: 0.1654 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:58:28 || Estimated Time: 18:45:06
2023-08-06 16:09:00,632 semantic_segmentation INFO: Iters: 110240/150000 || Lr: 0.006054 || Task Loss: 0.2038 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:58:45 || Estimated Time: 18:44:49
2023-08-06 16:09:17,468 semantic_segmentation INFO: Iters: 110250/150000 || Lr: 0.006053 || Task Loss: 0.4153 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:59:02 || Estimated Time: 18:44:32
2023-08-06 16:09:34,318 semantic_segmentation INFO: Iters: 110260/150000 || Lr: 0.006051 || Task Loss: 0.1904 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:59:18 || Estimated Time: 18:44:15
2023-08-06 16:09:51,101 semantic_segmentation INFO: Iters: 110270/150000 || Lr: 0.006050 || Task Loss: 0.2626 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:59:35 || Estimated Time: 18:43:58
2023-08-06 16:10:07,894 semantic_segmentation INFO: Iters: 110280/150000 || Lr: 0.006049 || Task Loss: 0.1429 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:59:52 || Estimated Time: 18:43:41
2023-08-06 16:10:24,682 semantic_segmentation INFO: Iters: 110290/150000 || Lr: 0.006047 || Task Loss: 0.2286 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:00:09 || Estimated Time: 18:43:24
2023-08-06 16:10:41,554 semantic_segmentation INFO: Iters: 110300/150000 || Lr: 0.006046 || Task Loss: 0.1533 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:00:26 || Estimated Time: 18:43:07
2023-08-06 16:10:58,622 semantic_segmentation INFO: Iters: 110310/150000 || Lr: 0.006045 || Task Loss: 0.2788 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:00:43 || Estimated Time: 18:42:50
2023-08-06 16:11:15,607 semantic_segmentation INFO: Iters: 110320/150000 || Lr: 0.006043 || Task Loss: 0.1825 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:01:00 || Estimated Time: 18:42:33
2023-08-06 16:11:32,376 semantic_segmentation INFO: Iters: 110330/150000 || Lr: 0.006042 || Task Loss: 0.1957 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:01:16 || Estimated Time: 18:42:16
2023-08-06 16:11:49,107 semantic_segmentation INFO: Iters: 110340/150000 || Lr: 0.006041 || Task Loss: 0.3883 || KD Loss: 0.1625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:01:33 || Estimated Time: 18:41:59
2023-08-06 16:12:05,908 semantic_segmentation INFO: Iters: 110350/150000 || Lr: 0.006039 || Task Loss: 0.1444 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:01:50 || Estimated Time: 18:41:42
2023-08-06 16:12:22,655 semantic_segmentation INFO: Iters: 110360/150000 || Lr: 0.006038 || Task Loss: 0.2051 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:02:07 || Estimated Time: 18:41:25
2023-08-06 16:12:39,421 semantic_segmentation INFO: Iters: 110370/150000 || Lr: 0.006036 || Task Loss: 0.2039 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:02:23 || Estimated Time: 18:41:08
2023-08-06 16:12:56,241 semantic_segmentation INFO: Iters: 110380/150000 || Lr: 0.006035 || Task Loss: 0.2464 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:02:40 || Estimated Time: 18:40:51
2023-08-06 16:13:13,019 semantic_segmentation INFO: Iters: 110390/150000 || Lr: 0.006034 || Task Loss: 0.2816 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:02:57 || Estimated Time: 18:40:34
2023-08-06 16:13:29,882 semantic_segmentation INFO: Iters: 110400/150000 || Lr: 0.006032 || Task Loss: 0.2745 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:03:14 || Estimated Time: 18:40:17
2023-08-06 16:13:30,091 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 16:13:30,914 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.413
2023-08-06 16:13:31,044 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.503
2023-08-06 16:13:31,166 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.511
2023-08-06 16:13:31,285 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.536
2023-08-06 16:13:31,403 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.530
2023-08-06 16:13:31,521 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.532
2023-08-06 16:13:31,641 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.579
2023-08-06 16:13:31,758 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.610
2023-08-06 16:13:31,875 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.658
2023-08-06 16:13:31,998 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.716
2023-08-06 16:13:32,121 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.722
2023-08-06 16:13:32,243 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.742
2023-08-06 16:13:32,363 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.746
2023-08-06 16:13:32,480 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.733
2023-08-06 16:13:32,604 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.730
2023-08-06 16:13:32,732 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-06 16:13:32,853 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-06 16:13:32,974 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 16:13:33,092 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.727
2023-08-06 16:13:33,214 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.731
2023-08-06 16:13:33,338 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.730
2023-08-06 16:13:33,460 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.746
2023-08-06 16:13:33,582 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.743
2023-08-06 16:13:33,700 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-06 16:13:33,828 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.757
2023-08-06 16:13:33,958 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.759
2023-08-06 16:13:34,078 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.743
2023-08-06 16:13:34,198 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.740
2023-08-06 16:13:34,316 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.737
2023-08-06 16:13:34,439 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.739
2023-08-06 16:13:34,567 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.737
2023-08-06 16:13:34,688 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.736
2023-08-06 16:13:34,810 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.736
2023-08-06 16:13:34,929 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.735
2023-08-06 16:13:35,052 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.737
2023-08-06 16:13:35,180 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.736
2023-08-06 16:13:35,302 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.732
2023-08-06 16:13:35,424 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.731
2023-08-06 16:13:35,543 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.727
2023-08-06 16:13:35,666 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.728
2023-08-06 16:13:35,793 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.723
2023-08-06 16:13:35,916 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.723
2023-08-06 16:13:36,040 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.724
2023-08-06 16:13:36,163 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.726
2023-08-06 16:13:36,282 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-06 16:13:36,403 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-06 16:13:36,524 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-06 16:13:36,645 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-06 16:13:36,762 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-06 16:13:36,886 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-06 16:13:37,010 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-06 16:13:37,132 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-06 16:13:37,253 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.733
2023-08-06 16:13:37,376 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.735
2023-08-06 16:13:37,501 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.734
2023-08-06 16:13:37,632 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.738
2023-08-06 16:13:37,750 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.738
2023-08-06 16:13:37,869 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.744
2023-08-06 16:13:37,985 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.747
2023-08-06 16:13:38,102 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.745
2023-08-06 16:13:38,220 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.747
2023-08-06 16:13:38,343 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.748
2023-08-06 16:13:38,471 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.746
2023-08-06 16:13:38,594 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.746
2023-08-06 16:13:38,718 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.747
2023-08-06 16:13:38,839 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.748
2023-08-06 16:13:38,958 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.748
2023-08-06 16:13:39,081 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.748
2023-08-06 16:13:39,200 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.746
2023-08-06 16:13:39,320 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.746
2023-08-06 16:13:39,439 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.746
2023-08-06 16:13:39,566 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.739
2023-08-06 16:13:39,699 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.732
2023-08-06 16:13:39,821 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.731
2023-08-06 16:13:39,945 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.732
2023-08-06 16:13:40,067 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.732
2023-08-06 16:13:40,185 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.732
2023-08-06 16:13:40,302 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.732
2023-08-06 16:13:40,422 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.731
2023-08-06 16:13:40,542 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.733
2023-08-06 16:13:40,660 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.734
2023-08-06 16:13:40,783 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.734
2023-08-06 16:13:40,907 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.733
2023-08-06 16:13:41,031 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.732
2023-08-06 16:13:41,155 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.728
2023-08-06 16:13:41,278 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.728
2023-08-06 16:13:41,399 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.728
2023-08-06 16:13:41,520 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.728
2023-08-06 16:13:41,642 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.727
2023-08-06 16:13:41,764 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.727
2023-08-06 16:13:41,881 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.728
2023-08-06 16:13:42,005 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.737
2023-08-06 16:13:42,132 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.737
2023-08-06 16:13:42,253 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.738
2023-08-06 16:13:42,374 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.738
2023-08-06 16:13:42,493 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.738
2023-08-06 16:13:42,614 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.739
2023-08-06 16:13:42,733 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.739
2023-08-06 16:13:42,857 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.739
2023-08-06 16:13:42,981 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.739
2023-08-06 16:13:43,104 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.738
2023-08-06 16:13:43,225 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.736
2023-08-06 16:13:43,344 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.736
2023-08-06 16:13:43,465 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.735
2023-08-06 16:13:43,586 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.736
2023-08-06 16:13:43,704 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.736
2023-08-06 16:13:43,822 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.736
2023-08-06 16:13:43,939 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.737
2023-08-06 16:13:44,067 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.737
2023-08-06 16:13:44,201 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.738
2023-08-06 16:13:44,322 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.738
2023-08-06 16:13:44,442 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.738
2023-08-06 16:13:44,561 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.738
2023-08-06 16:13:44,683 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.737
2023-08-06 16:13:44,809 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.736
2023-08-06 16:13:44,935 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.736
2023-08-06 16:13:45,061 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.737
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2023-08-06 16:14:09,105 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.938, mIoU: 0.711
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2023-08-06 16:14:09,345 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.937, mIoU: 0.709
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2023-08-06 16:14:10,451 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.937, mIoU: 0.707
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2023-08-06 16:14:11,310 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.937, mIoU: 0.709
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2023-08-06 16:14:13,279 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.939, mIoU: 0.711
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2023-08-06 16:14:14,861 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-06 16:14:14,985 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.939, mIoU: 0.712
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2023-08-06 16:14:15,238 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.940, mIoU: 0.712
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2023-08-06 16:14:21,759 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.943, mIoU: 0.717
2023-08-06 16:14:21,879 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.943, mIoU: 0.718
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2023-08-06 16:14:22,116 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.943, mIoU: 0.718
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2023-08-06 16:14:22,989 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.719
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2023-08-06 16:14:23,233 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.719
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2023-08-06 16:14:24,117 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.718
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2023-08-06 16:14:25,117 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.718
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2023-08-06 16:14:27,080 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.719
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2023-08-06 16:14:30,514 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:30,633 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:30,758 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:30,886 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:31,010 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:31,133 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:31,255 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:31,375 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:31,498 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:31,621 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:31,744 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:31,862 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:31,988 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 16:14:32,117 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 16:14:49,015 semantic_segmentation INFO: Iters: 110410/150000 || Lr: 0.006031 || Task Loss: 0.2930 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:04:33 || Estimated Time: 18:40:22
2023-08-06 16:15:05,801 semantic_segmentation INFO: Iters: 110420/150000 || Lr: 0.006030 || Task Loss: 0.1881 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:04:50 || Estimated Time: 18:40:05
2023-08-06 16:15:22,544 semantic_segmentation INFO: Iters: 110430/150000 || Lr: 0.006028 || Task Loss: 0.1936 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:05:07 || Estimated Time: 18:39:48
2023-08-06 16:15:39,309 semantic_segmentation INFO: Iters: 110440/150000 || Lr: 0.006027 || Task Loss: 0.1620 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:05:23 || Estimated Time: 18:39:31
2023-08-06 16:15:56,112 semantic_segmentation INFO: Iters: 110450/150000 || Lr: 0.006025 || Task Loss: 0.2222 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:05:40 || Estimated Time: 18:39:14
2023-08-06 16:16:12,949 semantic_segmentation INFO: Iters: 110460/150000 || Lr: 0.006024 || Task Loss: 0.1931 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:05:57 || Estimated Time: 18:38:57
2023-08-06 16:16:29,773 semantic_segmentation INFO: Iters: 110470/150000 || Lr: 0.006023 || Task Loss: 0.2494 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:06:14 || Estimated Time: 18:38:40
2023-08-06 16:16:46,619 semantic_segmentation INFO: Iters: 110480/150000 || Lr: 0.006021 || Task Loss: 0.2014 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:06:31 || Estimated Time: 18:38:23
2023-08-06 16:17:03,373 semantic_segmentation INFO: Iters: 110490/150000 || Lr: 0.006020 || Task Loss: 0.3239 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:06:47 || Estimated Time: 18:38:06
2023-08-06 16:17:20,150 semantic_segmentation INFO: Iters: 110500/150000 || Lr: 0.006019 || Task Loss: 0.2584 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:07:04 || Estimated Time: 18:37:49
2023-08-06 16:17:36,888 semantic_segmentation INFO: Iters: 110510/150000 || Lr: 0.006017 || Task Loss: 0.2004 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:07:21 || Estimated Time: 18:37:32
2023-08-06 16:17:53,613 semantic_segmentation INFO: Iters: 110520/150000 || Lr: 0.006016 || Task Loss: 0.1877 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:07:38 || Estimated Time: 18:37:15
2023-08-06 16:18:10,397 semantic_segmentation INFO: Iters: 110530/150000 || Lr: 0.006014 || Task Loss: 0.2698 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:07:54 || Estimated Time: 18:36:58
2023-08-06 16:18:27,176 semantic_segmentation INFO: Iters: 110540/150000 || Lr: 0.006013 || Task Loss: 0.2894 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:08:11 || Estimated Time: 18:36:41
2023-08-06 16:18:43,922 semantic_segmentation INFO: Iters: 110550/150000 || Lr: 0.006012 || Task Loss: 0.1893 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:08:28 || Estimated Time: 18:36:23
2023-08-06 16:19:00,748 semantic_segmentation INFO: Iters: 110560/150000 || Lr: 0.006010 || Task Loss: 0.2104 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:08:45 || Estimated Time: 18:36:06
2023-08-06 16:19:17,511 semantic_segmentation INFO: Iters: 110570/150000 || Lr: 0.006009 || Task Loss: 0.1724 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:09:02 || Estimated Time: 18:35:49
2023-08-06 16:19:34,307 semantic_segmentation INFO: Iters: 110580/150000 || Lr: 0.006008 || Task Loss: 0.1799 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:09:18 || Estimated Time: 18:35:32
2023-08-06 16:19:51,024 semantic_segmentation INFO: Iters: 110590/150000 || Lr: 0.006006 || Task Loss: 0.1952 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:09:35 || Estimated Time: 18:35:15
2023-08-06 16:20:07,815 semantic_segmentation INFO: Iters: 110600/150000 || Lr: 0.006005 || Task Loss: 0.1256 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:09:52 || Estimated Time: 18:34:58
2023-08-06 16:20:24,615 semantic_segmentation INFO: Iters: 110610/150000 || Lr: 0.006004 || Task Loss: 0.3148 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:10:09 || Estimated Time: 18:34:41
2023-08-06 16:20:41,402 semantic_segmentation INFO: Iters: 110620/150000 || Lr: 0.006002 || Task Loss: 0.3014 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:10:25 || Estimated Time: 18:34:24
2023-08-06 16:20:58,195 semantic_segmentation INFO: Iters: 110630/150000 || Lr: 0.006001 || Task Loss: 0.2394 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:10:42 || Estimated Time: 18:34:07
2023-08-06 16:21:14,991 semantic_segmentation INFO: Iters: 110640/150000 || Lr: 0.005999 || Task Loss: 0.2146 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:10:59 || Estimated Time: 18:33:50
2023-08-06 16:21:31,800 semantic_segmentation INFO: Iters: 110650/150000 || Lr: 0.005998 || Task Loss: 0.1143 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:11:16 || Estimated Time: 18:33:33
2023-08-06 16:21:48,573 semantic_segmentation INFO: Iters: 110660/150000 || Lr: 0.005997 || Task Loss: 0.2881 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:11:33 || Estimated Time: 18:33:16
2023-08-06 16:22:05,315 semantic_segmentation INFO: Iters: 110670/150000 || Lr: 0.005995 || Task Loss: 0.2158 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:11:49 || Estimated Time: 18:32:59
2023-08-06 16:22:22,106 semantic_segmentation INFO: Iters: 110680/150000 || Lr: 0.005994 || Task Loss: 0.2471 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:12:06 || Estimated Time: 18:32:42
2023-08-06 16:22:38,885 semantic_segmentation INFO: Iters: 110690/150000 || Lr: 0.005993 || Task Loss: 0.2711 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:12:23 || Estimated Time: 18:32:25
2023-08-06 16:22:55,698 semantic_segmentation INFO: Iters: 110700/150000 || Lr: 0.005991 || Task Loss: 0.2548 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:12:40 || Estimated Time: 18:32:08
2023-08-06 16:23:12,557 semantic_segmentation INFO: Iters: 110710/150000 || Lr: 0.005990 || Task Loss: 0.3434 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:12:57 || Estimated Time: 18:31:51
2023-08-06 16:23:29,472 semantic_segmentation INFO: Iters: 110720/150000 || Lr: 0.005988 || Task Loss: 0.3246 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:13:14 || Estimated Time: 18:31:34
2023-08-06 16:23:46,334 semantic_segmentation INFO: Iters: 110730/150000 || Lr: 0.005987 || Task Loss: 0.2345 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:13:30 || Estimated Time: 18:31:17
2023-08-06 16:24:03,141 semantic_segmentation INFO: Iters: 110740/150000 || Lr: 0.005986 || Task Loss: 0.3174 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:13:47 || Estimated Time: 18:31:00
2023-08-06 16:24:20,071 semantic_segmentation INFO: Iters: 110750/150000 || Lr: 0.005984 || Task Loss: 0.1870 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 18:30:43
2023-08-06 16:24:36,919 semantic_segmentation INFO: Iters: 110760/150000 || Lr: 0.005983 || Task Loss: 0.3358 || KD Loss: 0.1221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 18:30:26
2023-08-06 16:24:53,817 semantic_segmentation INFO: Iters: 110770/150000 || Lr: 0.005982 || Task Loss: 0.1794 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:14:38 || Estimated Time: 18:30:09
2023-08-06 16:25:10,655 semantic_segmentation INFO: Iters: 110780/150000 || Lr: 0.005980 || Task Loss: 0.1947 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:14:55 || Estimated Time: 18:29:52
2023-08-06 16:25:27,513 semantic_segmentation INFO: Iters: 110790/150000 || Lr: 0.005979 || Task Loss: 0.2043 || KD Loss: 0.0624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:15:12 || Estimated Time: 18:29:35
2023-08-06 16:25:44,389 semantic_segmentation INFO: Iters: 110800/150000 || Lr: 0.005977 || Task Loss: 0.2163 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:15:28 || Estimated Time: 18:29:18
2023-08-06 16:26:01,241 semantic_segmentation INFO: Iters: 110810/150000 || Lr: 0.005976 || Task Loss: 0.3882 || KD Loss: 0.2947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:15:45 || Estimated Time: 18:29:01
2023-08-06 16:26:18,031 semantic_segmentation INFO: Iters: 110820/150000 || Lr: 0.005975 || Task Loss: 0.2363 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:16:02 || Estimated Time: 18:28:43
2023-08-06 16:26:34,796 semantic_segmentation INFO: Iters: 110830/150000 || Lr: 0.005973 || Task Loss: 0.2681 || KD Loss: 0.1603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:16:19 || Estimated Time: 18:28:26
2023-08-06 16:26:51,647 semantic_segmentation INFO: Iters: 110840/150000 || Lr: 0.005972 || Task Loss: 0.2168 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:16:36 || Estimated Time: 18:28:09
2023-08-06 16:27:08,484 semantic_segmentation INFO: Iters: 110850/150000 || Lr: 0.005971 || Task Loss: 0.1353 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:16:53 || Estimated Time: 18:27:52
2023-08-06 16:27:25,309 semantic_segmentation INFO: Iters: 110860/150000 || Lr: 0.005969 || Task Loss: 0.2206 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:17:09 || Estimated Time: 18:27:35
2023-08-06 16:27:42,069 semantic_segmentation INFO: Iters: 110870/150000 || Lr: 0.005968 || Task Loss: 0.1881 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:17:26 || Estimated Time: 18:27:18
2023-08-06 16:27:58,887 semantic_segmentation INFO: Iters: 110880/150000 || Lr: 0.005966 || Task Loss: 0.2891 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:17:43 || Estimated Time: 18:27:01
2023-08-06 16:28:15,737 semantic_segmentation INFO: Iters: 110890/150000 || Lr: 0.005965 || Task Loss: 0.3110 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:18:00 || Estimated Time: 18:26:44
2023-08-06 16:28:32,591 semantic_segmentation INFO: Iters: 110900/150000 || Lr: 0.005964 || Task Loss: 0.1873 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:18:17 || Estimated Time: 18:26:27
2023-08-06 16:28:49,325 semantic_segmentation INFO: Iters: 110910/150000 || Lr: 0.005962 || Task Loss: 0.2271 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:18:33 || Estimated Time: 18:26:10
2023-08-06 16:29:06,121 semantic_segmentation INFO: Iters: 110920/150000 || Lr: 0.005961 || Task Loss: 0.2357 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:18:50 || Estimated Time: 18:25:53
2023-08-06 16:29:22,948 semantic_segmentation INFO: Iters: 110930/150000 || Lr: 0.005960 || Task Loss: 0.2969 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:19:07 || Estimated Time: 18:25:36
2023-08-06 16:29:39,717 semantic_segmentation INFO: Iters: 110940/150000 || Lr: 0.005958 || Task Loss: 0.1662 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:19:24 || Estimated Time: 18:25:19
2023-08-06 16:29:56,539 semantic_segmentation INFO: Iters: 110950/150000 || Lr: 0.005957 || Task Loss: 0.2418 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:19:41 || Estimated Time: 18:25:02
2023-08-06 16:30:13,360 semantic_segmentation INFO: Iters: 110960/150000 || Lr: 0.005955 || Task Loss: 0.2648 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:19:57 || Estimated Time: 18:24:45
2023-08-06 16:30:30,167 semantic_segmentation INFO: Iters: 110970/150000 || Lr: 0.005954 || Task Loss: 0.2387 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:20:14 || Estimated Time: 18:24:28
2023-08-06 16:30:46,961 semantic_segmentation INFO: Iters: 110980/150000 || Lr: 0.005953 || Task Loss: 0.0909 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:20:31 || Estimated Time: 18:24:11
2023-08-06 16:31:03,742 semantic_segmentation INFO: Iters: 110990/150000 || Lr: 0.005951 || Task Loss: 0.2995 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:20:48 || Estimated Time: 18:23:54
2023-08-06 16:31:20,525 semantic_segmentation INFO: Iters: 111000/150000 || Lr: 0.005950 || Task Loss: 0.2713 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:21:05 || Estimated Time: 18:23:37
2023-08-06 16:31:37,307 semantic_segmentation INFO: Iters: 111010/150000 || Lr: 0.005949 || Task Loss: 0.1641 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:21:21 || Estimated Time: 18:23:20
2023-08-06 16:31:54,119 semantic_segmentation INFO: Iters: 111020/150000 || Lr: 0.005947 || Task Loss: 0.2287 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:21:38 || Estimated Time: 18:23:03
2023-08-06 16:32:10,904 semantic_segmentation INFO: Iters: 111030/150000 || Lr: 0.005946 || Task Loss: 0.2530 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:21:55 || Estimated Time: 18:22:46
2023-08-06 16:32:27,635 semantic_segmentation INFO: Iters: 111040/150000 || Lr: 0.005944 || Task Loss: 0.2506 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:22:12 || Estimated Time: 18:22:29
2023-08-06 16:32:44,365 semantic_segmentation INFO: Iters: 111050/150000 || Lr: 0.005943 || Task Loss: 0.1848 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0774|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:22:28 || Estimated Time: 18:22:11
2023-08-06 16:33:01,152 semantic_segmentation INFO: Iters: 111060/150000 || Lr: 0.005942 || Task Loss: 0.2019 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:22:45 || Estimated Time: 18:21:54
2023-08-06 16:33:17,940 semantic_segmentation INFO: Iters: 111070/150000 || Lr: 0.005940 || Task Loss: 0.2021 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:23:02 || Estimated Time: 18:21:37
2023-08-06 16:33:34,670 semantic_segmentation INFO: Iters: 111080/150000 || Lr: 0.005939 || Task Loss: 0.2589 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:23:19 || Estimated Time: 18:21:20
2023-08-06 16:33:51,465 semantic_segmentation INFO: Iters: 111090/150000 || Lr: 0.005938 || Task Loss: 0.1845 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:23:36 || Estimated Time: 18:21:03
2023-08-06 16:34:08,171 semantic_segmentation INFO: Iters: 111100/150000 || Lr: 0.005936 || Task Loss: 0.4488 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:23:52 || Estimated Time: 18:20:46
2023-08-06 16:34:24,953 semantic_segmentation INFO: Iters: 111110/150000 || Lr: 0.005935 || Task Loss: 0.1388 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:24:09 || Estimated Time: 18:20:29
2023-08-06 16:34:41,745 semantic_segmentation INFO: Iters: 111120/150000 || Lr: 0.005934 || Task Loss: 0.1783 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:24:26 || Estimated Time: 18:20:12
2023-08-06 16:34:58,567 semantic_segmentation INFO: Iters: 111130/150000 || Lr: 0.005932 || Task Loss: 0.3579 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:24:43 || Estimated Time: 18:19:55
2023-08-06 16:35:15,346 semantic_segmentation INFO: Iters: 111140/150000 || Lr: 0.005931 || Task Loss: 0.1637 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:24:59 || Estimated Time: 18:19:38
2023-08-06 16:35:32,225 semantic_segmentation INFO: Iters: 111150/150000 || Lr: 0.005929 || Task Loss: 0.1872 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:25:16 || Estimated Time: 18:19:21
2023-08-06 16:35:49,220 semantic_segmentation INFO: Iters: 111160/150000 || Lr: 0.005928 || Task Loss: 0.2266 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:25:33 || Estimated Time: 18:19:04
2023-08-06 16:36:06,078 semantic_segmentation INFO: Iters: 111170/150000 || Lr: 0.005927 || Task Loss: 0.2411 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:25:50 || Estimated Time: 18:18:47
2023-08-06 16:36:22,827 semantic_segmentation INFO: Iters: 111180/150000 || Lr: 0.005925 || Task Loss: 0.1605 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:26:07 || Estimated Time: 18:18:30
2023-08-06 16:36:39,625 semantic_segmentation INFO: Iters: 111190/150000 || Lr: 0.005924 || Task Loss: 0.1449 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:26:24 || Estimated Time: 18:18:13
2023-08-06 16:36:56,312 semantic_segmentation INFO: Iters: 111200/150000 || Lr: 0.005923 || Task Loss: 0.1553 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:26:40 || Estimated Time: 18:17:56
2023-08-06 16:36:56,536 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 16:36:57,324 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.421
2023-08-06 16:36:57,521 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.517
2023-08-06 16:36:57,643 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.531
2023-08-06 16:36:57,763 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.549
2023-08-06 16:36:57,884 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.539
2023-08-06 16:36:58,008 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.540
2023-08-06 16:36:58,130 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.587
2023-08-06 16:36:58,251 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.620
2023-08-06 16:36:58,374 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.661
2023-08-06 16:36:58,500 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.717
2023-08-06 16:36:58,623 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.723
2023-08-06 16:36:58,743 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.752
2023-08-06 16:36:58,861 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.747
2023-08-06 16:36:58,983 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.730
2023-08-06 16:36:59,109 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.732
2023-08-06 16:36:59,232 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.724
2023-08-06 16:36:59,355 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 16:36:59,473 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 16:36:59,594 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.733
2023-08-06 16:36:59,716 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 16:36:59,838 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 16:36:59,960 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 16:37:00,079 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 16:37:00,205 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:00,334 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 16:37:00,454 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 16:37:00,574 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 16:37:00,694 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-06 16:37:00,820 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.729
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2023-08-06 16:37:48,791 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:48,915 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:49,036 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:49,157 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:49,279 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:49,401 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:49,520 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:49,640 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:49,768 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:49,902 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:50,022 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:50,145 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:50,268 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:50,388 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:50,508 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 16:37:50,630 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:50,751 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:50,869 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:50,993 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:51,120 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:51,250 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:51,374 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:51,496 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:51,616 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:51,735 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:51,854 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:51,973 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:52,091 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:52,216 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:52,347 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:52,469 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 16:37:52,590 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:52,712 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:52,834 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 16:37:52,959 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 16:37:53,085 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 16:37:53,211 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 16:37:53,333 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 16:37:53,453 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 16:37:53,570 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 16:37:53,690 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 16:37:53,811 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 16:37:53,929 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 16:37:54,048 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:54,169 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:54,291 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:54,413 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:54,537 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:54,661 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:54,786 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:54,905 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:55,023 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:55,144 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:55,263 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:55,377 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:55,503 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:55,633 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:55,756 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:55,879 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:56,000 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:56,121 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:56,242 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:56,363 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:56,483 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:56,601 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:56,729 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 16:37:56,863 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:56,983 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:57,103 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:57,222 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:57,345 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:57,471 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:57,597 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:57,722 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:57,851 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:57,974 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:58,093 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:58,212 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:58,330 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:37:58,447 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 16:38:15,346 semantic_segmentation INFO: Iters: 111210/150000 || Lr: 0.005921 || Task Loss: 0.2172 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:27:59 || Estimated Time: 18:18:01
2023-08-06 16:38:32,130 semantic_segmentation INFO: Iters: 111220/150000 || Lr: 0.005920 || Task Loss: 0.1637 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:28:16 || Estimated Time: 18:17:43
2023-08-06 16:38:48,795 semantic_segmentation INFO: Iters: 111230/150000 || Lr: 0.005918 || Task Loss: 0.1200 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:28:33 || Estimated Time: 18:17:26
2023-08-06 16:39:05,582 semantic_segmentation INFO: Iters: 111240/150000 || Lr: 0.005917 || Task Loss: 0.2831 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:28:50 || Estimated Time: 18:17:09
2023-08-06 16:39:22,303 semantic_segmentation INFO: Iters: 111250/150000 || Lr: 0.005916 || Task Loss: 0.2054 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:29:06 || Estimated Time: 18:16:52
2023-08-06 16:39:39,085 semantic_segmentation INFO: Iters: 111260/150000 || Lr: 0.005914 || Task Loss: 0.2750 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:29:23 || Estimated Time: 18:16:35
2023-08-06 16:39:55,828 semantic_segmentation INFO: Iters: 111270/150000 || Lr: 0.005913 || Task Loss: 0.2157 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:29:40 || Estimated Time: 18:16:18
2023-08-06 16:40:12,615 semantic_segmentation INFO: Iters: 111280/150000 || Lr: 0.005912 || Task Loss: 0.1954 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:29:57 || Estimated Time: 18:16:01
2023-08-06 16:40:29,399 semantic_segmentation INFO: Iters: 111290/150000 || Lr: 0.005910 || Task Loss: 0.1618 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:30:13 || Estimated Time: 18:15:44
2023-08-06 16:40:46,166 semantic_segmentation INFO: Iters: 111300/150000 || Lr: 0.005909 || Task Loss: 0.2295 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:30:30 || Estimated Time: 18:15:27
2023-08-06 16:41:02,914 semantic_segmentation INFO: Iters: 111310/150000 || Lr: 0.005907 || Task Loss: 0.1957 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:30:47 || Estimated Time: 18:15:10
2023-08-06 16:41:19,671 semantic_segmentation INFO: Iters: 111320/150000 || Lr: 0.005906 || Task Loss: 0.2274 || KD Loss: 0.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:31:04 || Estimated Time: 18:14:53
2023-08-06 16:41:36,448 semantic_segmentation INFO: Iters: 111330/150000 || Lr: 0.005905 || Task Loss: 0.1128 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:31:20 || Estimated Time: 18:14:36
2023-08-06 16:41:53,237 semantic_segmentation INFO: Iters: 111340/150000 || Lr: 0.005903 || Task Loss: 0.1937 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:31:37 || Estimated Time: 18:14:19
2023-08-06 16:42:10,145 semantic_segmentation INFO: Iters: 111350/150000 || Lr: 0.005902 || Task Loss: 0.1878 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:31:54 || Estimated Time: 18:14:02
2023-08-06 16:42:26,962 semantic_segmentation INFO: Iters: 111360/150000 || Lr: 0.005901 || Task Loss: 0.2269 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:32:11 || Estimated Time: 18:13:45
2023-08-06 16:42:43,860 semantic_segmentation INFO: Iters: 111370/150000 || Lr: 0.005899 || Task Loss: 0.1355 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:32:28 || Estimated Time: 18:13:28
2023-08-06 16:43:00,669 semantic_segmentation INFO: Iters: 111380/150000 || Lr: 0.005898 || Task Loss: 0.2052 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:32:45 || Estimated Time: 18:13:11
2023-08-06 16:43:17,462 semantic_segmentation INFO: Iters: 111390/150000 || Lr: 0.005896 || Task Loss: 0.1972 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:33:02 || Estimated Time: 18:12:54
2023-08-06 16:43:34,340 semantic_segmentation INFO: Iters: 111400/150000 || Lr: 0.005895 || Task Loss: 0.1103 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:33:18 || Estimated Time: 18:12:37
2023-08-06 16:43:51,125 semantic_segmentation INFO: Iters: 111410/150000 || Lr: 0.005894 || Task Loss: 0.2249 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:33:35 || Estimated Time: 18:12:19
2023-08-06 16:44:07,986 semantic_segmentation INFO: Iters: 111420/150000 || Lr: 0.005892 || Task Loss: 0.4157 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:33:52 || Estimated Time: 18:12:02
2023-08-06 16:44:24,850 semantic_segmentation INFO: Iters: 111430/150000 || Lr: 0.005891 || Task Loss: 0.1871 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:34:09 || Estimated Time: 18:11:45
2023-08-06 16:44:41,686 semantic_segmentation INFO: Iters: 111440/150000 || Lr: 0.005890 || Task Loss: 0.1750 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:34:26 || Estimated Time: 18:11:28
2023-08-06 16:44:58,517 semantic_segmentation INFO: Iters: 111450/150000 || Lr: 0.005888 || Task Loss: 0.2777 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:34:43 || Estimated Time: 18:11:11
2023-08-06 16:45:15,356 semantic_segmentation INFO: Iters: 111460/150000 || Lr: 0.005887 || Task Loss: 0.2735 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:34:59 || Estimated Time: 18:10:54
2023-08-06 16:45:32,200 semantic_segmentation INFO: Iters: 111470/150000 || Lr: 0.005885 || Task Loss: 0.1434 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:35:16 || Estimated Time: 18:10:37
2023-08-06 16:45:48,980 semantic_segmentation INFO: Iters: 111480/150000 || Lr: 0.005884 || Task Loss: 0.4497 || KD Loss: 0.2190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:35:33 || Estimated Time: 18:10:20
2023-08-06 16:46:05,794 semantic_segmentation INFO: Iters: 111490/150000 || Lr: 0.005883 || Task Loss: 0.2904 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:35:50 || Estimated Time: 18:10:03
2023-08-06 16:46:22,586 semantic_segmentation INFO: Iters: 111500/150000 || Lr: 0.005881 || Task Loss: 0.2136 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:36:07 || Estimated Time: 18:09:46
2023-08-06 16:46:39,421 semantic_segmentation INFO: Iters: 111510/150000 || Lr: 0.005880 || Task Loss: 0.1667 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:36:23 || Estimated Time: 18:09:29
2023-08-06 16:46:56,221 semantic_segmentation INFO: Iters: 111520/150000 || Lr: 0.005879 || Task Loss: 0.2634 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:36:40 || Estimated Time: 18:09:12
2023-08-06 16:47:13,004 semantic_segmentation INFO: Iters: 111530/150000 || Lr: 0.005877 || Task Loss: 0.2340 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:36:57 || Estimated Time: 18:08:55
2023-08-06 16:47:29,772 semantic_segmentation INFO: Iters: 111540/150000 || Lr: 0.005876 || Task Loss: 0.1303 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:37:14 || Estimated Time: 18:08:38
2023-08-06 16:47:46,583 semantic_segmentation INFO: Iters: 111550/150000 || Lr: 0.005874 || Task Loss: 0.3045 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:37:31 || Estimated Time: 18:08:21
2023-08-06 16:48:03,376 semantic_segmentation INFO: Iters: 111560/150000 || Lr: 0.005873 || Task Loss: 0.3261 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:37:47 || Estimated Time: 18:08:04
2023-08-06 16:48:20,167 semantic_segmentation INFO: Iters: 111570/150000 || Lr: 0.005872 || Task Loss: 0.2529 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:38:04 || Estimated Time: 18:07:47
2023-08-06 16:48:36,923 semantic_segmentation INFO: Iters: 111580/150000 || Lr: 0.005870 || Task Loss: 0.2334 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:38:21 || Estimated Time: 18:07:30
2023-08-06 16:48:53,813 semantic_segmentation INFO: Iters: 111590/150000 || Lr: 0.005869 || Task Loss: 0.2073 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:38:38 || Estimated Time: 18:07:13
2023-08-06 16:49:10,609 semantic_segmentation INFO: Iters: 111600/150000 || Lr: 0.005868 || Task Loss: 0.2207 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:38:55 || Estimated Time: 18:06:56
2023-08-06 16:49:27,366 semantic_segmentation INFO: Iters: 111610/150000 || Lr: 0.005866 || Task Loss: 0.1776 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:39:11 || Estimated Time: 18:06:39
2023-08-06 16:49:44,171 semantic_segmentation INFO: Iters: 111620/150000 || Lr: 0.005865 || Task Loss: 0.2726 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:39:28 || Estimated Time: 18:06:22
2023-08-06 16:50:01,010 semantic_segmentation INFO: Iters: 111630/150000 || Lr: 0.005863 || Task Loss: 0.2934 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:39:45 || Estimated Time: 18:06:05
2023-08-06 16:50:17,854 semantic_segmentation INFO: Iters: 111640/150000 || Lr: 0.005862 || Task Loss: 0.2420 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:40:02 || Estimated Time: 18:05:48
2023-08-06 16:50:34,706 semantic_segmentation INFO: Iters: 111650/150000 || Lr: 0.005861 || Task Loss: 0.3714 || KD Loss: 0.1578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:40:19 || Estimated Time: 18:05:31
2023-08-06 16:50:51,475 semantic_segmentation INFO: Iters: 111660/150000 || Lr: 0.005859 || Task Loss: 0.2044 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:40:36 || Estimated Time: 18:05:13
2023-08-06 16:51:08,236 semantic_segmentation INFO: Iters: 111670/150000 || Lr: 0.005858 || Task Loss: 0.1596 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:40:52 || Estimated Time: 18:04:56
2023-08-06 16:51:25,028 semantic_segmentation INFO: Iters: 111680/150000 || Lr: 0.005857 || Task Loss: 0.2025 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:41:09 || Estimated Time: 18:04:39
2023-08-06 16:51:41,823 semantic_segmentation INFO: Iters: 111690/150000 || Lr: 0.005855 || Task Loss: 0.2038 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:41:26 || Estimated Time: 18:04:22
2023-08-06 16:51:58,602 semantic_segmentation INFO: Iters: 111700/150000 || Lr: 0.005854 || Task Loss: 0.2778 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:41:43 || Estimated Time: 18:04:05
2023-08-06 16:52:15,338 semantic_segmentation INFO: Iters: 111710/150000 || Lr: 0.005852 || Task Loss: 0.2005 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:41:59 || Estimated Time: 18:03:48
2023-08-06 16:52:32,131 semantic_segmentation INFO: Iters: 111720/150000 || Lr: 0.005851 || Task Loss: 0.1953 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:42:16 || Estimated Time: 18:03:31
2023-08-06 16:52:48,815 semantic_segmentation INFO: Iters: 111730/150000 || Lr: 0.005850 || Task Loss: 0.2963 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:42:33 || Estimated Time: 18:03:14
2023-08-06 16:53:05,609 semantic_segmentation INFO: Iters: 111740/150000 || Lr: 0.005848 || Task Loss: 0.2616 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:42:50 || Estimated Time: 18:02:57
2023-08-06 16:53:22,368 semantic_segmentation INFO: Iters: 111750/150000 || Lr: 0.005847 || Task Loss: 0.1924 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:43:06 || Estimated Time: 18:02:40
2023-08-06 16:53:39,145 semantic_segmentation INFO: Iters: 111760/150000 || Lr: 0.005846 || Task Loss: 0.3448 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:43:23 || Estimated Time: 18:02:23
2023-08-06 16:53:55,983 semantic_segmentation INFO: Iters: 111770/150000 || Lr: 0.005844 || Task Loss: 0.2232 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:43:40 || Estimated Time: 18:02:06
2023-08-06 16:54:12,886 semantic_segmentation INFO: Iters: 111780/150000 || Lr: 0.005843 || Task Loss: 0.1690 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:43:57 || Estimated Time: 18:01:49
2023-08-06 16:54:29,735 semantic_segmentation INFO: Iters: 111790/150000 || Lr: 0.005841 || Task Loss: 0.3739 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 18:01:32
2023-08-06 16:54:46,575 semantic_segmentation INFO: Iters: 111800/150000 || Lr: 0.005840 || Task Loss: 0.3601 || KD Loss: 0.1258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 18:01:15
2023-08-06 16:55:03,472 semantic_segmentation INFO: Iters: 111810/150000 || Lr: 0.005839 || Task Loss: 0.2452 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:44:48 || Estimated Time: 18:00:58
2023-08-06 16:55:20,326 semantic_segmentation INFO: Iters: 111820/150000 || Lr: 0.005837 || Task Loss: 0.2313 || KD Loss: 0.0659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:45:04 || Estimated Time: 18:00:41
2023-08-06 16:55:37,277 semantic_segmentation INFO: Iters: 111830/150000 || Lr: 0.005836 || Task Loss: 0.2062 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:45:21 || Estimated Time: 18:00:24
2023-08-06 16:55:54,254 semantic_segmentation INFO: Iters: 111840/150000 || Lr: 0.005835 || Task Loss: 0.3536 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:45:38 || Estimated Time: 18:00:07
2023-08-06 16:56:11,150 semantic_segmentation INFO: Iters: 111850/150000 || Lr: 0.005833 || Task Loss: 0.2004 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:45:55 || Estimated Time: 17:59:50
2023-08-06 16:56:28,013 semantic_segmentation INFO: Iters: 111860/150000 || Lr: 0.005832 || Task Loss: 0.2394 || KD Loss: 0.0988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:46:12 || Estimated Time: 17:59:33
2023-08-06 16:56:44,879 semantic_segmentation INFO: Iters: 111870/150000 || Lr: 0.005830 || Task Loss: 0.1579 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:59:16
2023-08-06 16:57:01,742 semantic_segmentation INFO: Iters: 111880/150000 || Lr: 0.005829 || Task Loss: 0.1822 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:58:59
2023-08-06 16:57:18,517 semantic_segmentation INFO: Iters: 111890/150000 || Lr: 0.005828 || Task Loss: 0.3197 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:47:03 || Estimated Time: 17:58:42
2023-08-06 16:57:35,340 semantic_segmentation INFO: Iters: 111900/150000 || Lr: 0.005826 || Task Loss: 0.1258 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:58:25
2023-08-06 16:57:52,162 semantic_segmentation INFO: Iters: 111910/150000 || Lr: 0.005825 || Task Loss: 0.2512 || KD Loss: 0.1063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:47:36 || Estimated Time: 17:58:08
2023-08-06 16:58:08,987 semantic_segmentation INFO: Iters: 111920/150000 || Lr: 0.005824 || Task Loss: 0.3196 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:47:53 || Estimated Time: 17:57:50
2023-08-06 16:58:25,803 semantic_segmentation INFO: Iters: 111930/150000 || Lr: 0.005822 || Task Loss: 0.3113 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0826|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:48:10 || Estimated Time: 17:57:33
2023-08-06 16:58:42,603 semantic_segmentation INFO: Iters: 111940/150000 || Lr: 0.005821 || Task Loss: 0.1129 || KD Loss: 0.0269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:48:27 || Estimated Time: 17:57:16
2023-08-06 16:58:59,386 semantic_segmentation INFO: Iters: 111950/150000 || Lr: 0.005819 || Task Loss: 0.1890 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:48:43 || Estimated Time: 17:56:59
2023-08-06 16:59:16,242 semantic_segmentation INFO: Iters: 111960/150000 || Lr: 0.005818 || Task Loss: 0.2172 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:49:00 || Estimated Time: 17:56:42
2023-08-06 16:59:33,038 semantic_segmentation INFO: Iters: 111970/150000 || Lr: 0.005817 || Task Loss: 0.1679 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:49:17 || Estimated Time: 17:56:25
2023-08-06 16:59:49,856 semantic_segmentation INFO: Iters: 111980/150000 || Lr: 0.005815 || Task Loss: 0.2301 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:49:34 || Estimated Time: 17:56:08
2023-08-06 17:00:06,663 semantic_segmentation INFO: Iters: 111990/150000 || Lr: 0.005814 || Task Loss: 0.1743 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:49:51 || Estimated Time: 17:55:51
2023-08-06 17:00:23,696 semantic_segmentation INFO: Iters: 112000/150000 || Lr: 0.005813 || Task Loss: 0.3453 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:50:08 || Estimated Time: 17:55:34
2023-08-06 17:00:23,781 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 17:00:24,577 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.402
2023-08-06 17:00:24,839 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.505
2023-08-06 17:00:24,975 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.509
2023-08-06 17:00:25,102 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.539
2023-08-06 17:00:25,222 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.533
2023-08-06 17:00:25,344 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.534
2023-08-06 17:00:25,466 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.560
2023-08-06 17:00:25,585 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.594
2023-08-06 17:00:25,714 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.643
2023-08-06 17:00:25,841 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.696
2023-08-06 17:00:25,962 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.700
2023-08-06 17:00:26,085 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.720
2023-08-06 17:00:26,208 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.730
2023-08-06 17:00:26,334 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.727
2023-08-06 17:00:26,458 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.688
2023-08-06 17:00:26,581 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.679
2023-08-06 17:00:26,706 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.679
2023-08-06 17:00:26,826 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.683
2023-08-06 17:00:26,950 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.690
2023-08-06 17:00:27,076 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.697
2023-08-06 17:00:27,208 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.700
2023-08-06 17:00:27,332 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.726
2023-08-06 17:00:27,456 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.723
2023-08-06 17:00:27,576 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.730
2023-08-06 17:00:27,701 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:00:27,820 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 17:00:27,938 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-06 17:00:28,057 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 17:00:28,191 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-06 17:00:28,319 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.723
2023-08-06 17:00:28,442 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 17:00:28,568 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.719
2023-08-06 17:00:28,701 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 17:00:28,822 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-06 17:00:28,942 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.705
2023-08-06 17:00:29,062 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.705
2023-08-06 17:00:29,186 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.704
2023-08-06 17:00:29,306 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.704
2023-08-06 17:00:29,429 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.710
2023-08-06 17:00:29,556 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.712
2023-08-06 17:00:29,687 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.710
2023-08-06 17:00:29,809 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 17:00:29,932 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.709
2023-08-06 17:00:30,056 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 17:00:30,183 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.710
2023-08-06 17:00:30,303 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.711
2023-08-06 17:00:30,429 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.711
2023-08-06 17:00:30,561 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.710
2023-08-06 17:00:30,687 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.713
2023-08-06 17:00:30,811 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.715
2023-08-06 17:00:30,932 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.716
2023-08-06 17:00:31,053 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.724
2023-08-06 17:00:31,178 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-06 17:00:31,297 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 17:00:31,418 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-06 17:00:31,535 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 17:00:31,667 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-06 17:00:31,798 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-06 17:00:31,920 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-06 17:00:32,042 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 17:00:32,171 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-06 17:00:32,291 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 17:00:32,413 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-06 17:00:32,533 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-06 17:00:32,659 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 17:00:32,779 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 17:00:32,901 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.740
2023-08-06 17:00:33,026 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.741
2023-08-06 17:00:33,159 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-06 17:00:33,283 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-06 17:00:33,411 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-06 17:00:33,533 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 17:00:33,659 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 17:00:33,781 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 17:00:33,904 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 17:00:34,030 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 17:00:34,158 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 17:00:34,279 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 17:00:34,399 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 17:00:34,524 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-06 17:00:34,658 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-06 17:00:34,784 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 17:00:34,909 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-06 17:00:35,029 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-06 17:00:35,156 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.734
2023-08-06 17:00:35,279 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-06 17:00:35,401 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-06 17:00:35,526 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-06 17:00:35,655 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-06 17:00:35,776 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.735
2023-08-06 17:00:35,899 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-06 17:00:36,017 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:36,142 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.741
2023-08-06 17:00:36,260 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.741
2023-08-06 17:00:36,386 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.741
2023-08-06 17:00:36,510 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 17:00:36,642 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 17:00:36,767 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-06 17:00:36,891 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 17:00:37,016 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 17:00:37,144 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-06 17:00:37,267 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.741
2023-08-06 17:00:37,392 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.741
2023-08-06 17:00:37,522 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:37,652 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:37,778 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:37,901 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:38,023 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:38,151 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:38,273 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-06 17:00:38,391 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-06 17:00:38,509 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 17:00:38,636 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 17:00:38,761 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 17:00:38,886 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:39,006 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:39,127 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:39,249 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.741
2023-08-06 17:00:39,370 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-06 17:00:39,490 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 17:00:39,609 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.743
2023-08-06 17:00:39,731 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 17:00:39,858 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.742
2023-08-06 17:00:39,989 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.744
2023-08-06 17:00:40,109 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.744
2023-08-06 17:00:40,234 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.745
2023-08-06 17:00:40,354 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-06 17:00:40,476 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 17:00:40,599 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-06 17:00:40,726 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 17:00:40,847 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 17:00:40,963 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 17:00:41,090 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 17:00:41,223 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 17:00:41,349 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.747
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2023-08-06 17:01:05,366 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.946, mIoU: 0.729
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2023-08-06 17:01:05,620 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 17:01:05,743 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 17:01:05,863 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 17:01:05,982 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 17:01:06,102 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 17:01:06,222 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 17:01:06,341 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-06 17:01:06,467 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 17:01:06,598 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 17:01:06,720 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 17:01:06,843 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 17:01:06,965 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 17:01:07,086 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 17:01:07,210 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.947, mIoU: 0.730
2023-08-06 17:01:07,336 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-06 17:01:07,462 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 17:01:07,585 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 17:01:07,705 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 17:01:07,824 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 17:01:07,943 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 17:01:08,063 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-06 17:01:08,182 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:08,306 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:08,433 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:08,557 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:08,684 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:08,808 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:08,930 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:09,054 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:09,179 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:09,304 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:09,423 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:09,545 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:09,671 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-06 17:01:09,796 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.949, mIoU: 0.732
2023-08-06 17:01:09,920 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.949, mIoU: 0.733
2023-08-06 17:01:10,038 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 17:01:10,161 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 17:01:10,287 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 17:01:10,411 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 17:01:10,535 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 17:01:10,656 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 17:01:10,784 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 17:01:10,913 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 17:01:11,039 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 17:01:11,163 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 17:01:11,284 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-06 17:01:11,409 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 17:01:11,534 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 17:01:11,659 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 17:01:11,780 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 17:01:11,902 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 17:01:12,029 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 17:01:12,158 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-06 17:01:12,284 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 17:01:12,409 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 17:01:12,536 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 17:01:12,663 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 17:01:12,786 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:12,906 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:13,033 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:13,161 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:13,286 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:13,412 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:13,533 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:13,656 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:13,779 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:13,901 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:14,021 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:14,139 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 17:01:14,267 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 17:01:14,397 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 17:01:14,521 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 17:01:14,646 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:14,769 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:14,889 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:15,009 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:15,130 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:15,249 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 17:01:15,369 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:15,495 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:15,624 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:15,753 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:15,879 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:16,002 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:01:16,130 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 17:01:16,257 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 17:01:16,380 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 17:01:16,501 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 17:01:16,623 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 17:01:16,745 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 17:01:16,868 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 17:01:16,986 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 17:01:17,111 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 17:01:17,240 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 17:01:17,362 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:17,483 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:17,604 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 17:01:17,732 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:17,867 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:17,986 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:18,106 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:18,226 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:18,349 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:18,477 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:18,600 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:18,723 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:18,842 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:18,964 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:19,089 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:19,214 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:19,336 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:19,455 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:19,582 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:01:19,714 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 17:01:19,835 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 17:01:19,958 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 17:01:20,078 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 17:01:20,199 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 17:01:20,321 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 17:01:20,442 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 17:01:20,563 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 17:01:20,680 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 17:01:20,805 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 17:01:20,935 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 17:01:21,058 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 17:01:21,180 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 17:01:21,302 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 17:01:21,421 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 17:01:21,544 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 17:01:21,666 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 17:01:21,789 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:21,909 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:22,037 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:22,170 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:22,291 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:22,412 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:22,531 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:22,654 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:22,779 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:22,906 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:23,028 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:23,146 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:23,267 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:23,395 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:23,519 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:01:23,643 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 17:01:23,762 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 17:01:23,886 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 17:01:24,009 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:01:24,134 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 17:01:24,257 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 17:01:24,375 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:01:24,498 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 17:01:24,625 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:01:24,749 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:01:24,873 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:01:24,993 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:01:25,114 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:01:25,236 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:25,357 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:25,477 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:25,594 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:25,721 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:25,854 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:25,974 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:26,095 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:26,215 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:26,338 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:01:43,176 semantic_segmentation INFO: Iters: 112010/150000 || Lr: 0.005811 || Task Loss: 0.1770 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:55:38
2023-08-06 17:01:59,952 semantic_segmentation INFO: Iters: 112020/150000 || Lr: 0.005810 || Task Loss: 0.1768 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:51:44 || Estimated Time: 17:55:21
2023-08-06 17:02:16,744 semantic_segmentation INFO: Iters: 112030/150000 || Lr: 0.005808 || Task Loss: 0.2152 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:52:01 || Estimated Time: 17:55:04
2023-08-06 17:02:33,534 semantic_segmentation INFO: Iters: 112040/150000 || Lr: 0.005807 || Task Loss: 0.2222 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:52:18 || Estimated Time: 17:54:47
2023-08-06 17:02:50,335 semantic_segmentation INFO: Iters: 112050/150000 || Lr: 0.005806 || Task Loss: 0.2551 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:52:34 || Estimated Time: 17:54:30
2023-08-06 17:03:07,178 semantic_segmentation INFO: Iters: 112060/150000 || Lr: 0.005804 || Task Loss: 0.2707 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:52:51 || Estimated Time: 17:54:13
2023-08-06 17:03:23,965 semantic_segmentation INFO: Iters: 112070/150000 || Lr: 0.005803 || Task Loss: 0.1909 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:53:08 || Estimated Time: 17:53:56
2023-08-06 17:03:40,757 semantic_segmentation INFO: Iters: 112080/150000 || Lr: 0.005801 || Task Loss: 0.1987 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:53:25 || Estimated Time: 17:53:39
2023-08-06 17:03:57,573 semantic_segmentation INFO: Iters: 112090/150000 || Lr: 0.005800 || Task Loss: 0.1746 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:53:42 || Estimated Time: 17:53:22
2023-08-06 17:04:14,373 semantic_segmentation INFO: Iters: 112100/150000 || Lr: 0.005799 || Task Loss: 0.2388 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:53:58 || Estimated Time: 17:53:05
2023-08-06 17:04:31,168 semantic_segmentation INFO: Iters: 112110/150000 || Lr: 0.005797 || Task Loss: 0.2505 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:54:15 || Estimated Time: 17:52:48
2023-08-06 17:04:47,970 semantic_segmentation INFO: Iters: 112120/150000 || Lr: 0.005796 || Task Loss: 0.2582 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:54:32 || Estimated Time: 17:52:31
2023-08-06 17:05:04,860 semantic_segmentation INFO: Iters: 112130/150000 || Lr: 0.005795 || Task Loss: 0.2011 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:54:49 || Estimated Time: 17:52:14
2023-08-06 17:05:21,691 semantic_segmentation INFO: Iters: 112140/150000 || Lr: 0.005793 || Task Loss: 0.2603 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:55:06 || Estimated Time: 17:51:57
2023-08-06 17:05:38,506 semantic_segmentation INFO: Iters: 112150/150000 || Lr: 0.005792 || Task Loss: 0.2183 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:51:40
2023-08-06 17:05:55,322 semantic_segmentation INFO: Iters: 112160/150000 || Lr: 0.005790 || Task Loss: 0.2091 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:55:39 || Estimated Time: 17:51:23
2023-08-06 17:06:12,108 semantic_segmentation INFO: Iters: 112170/150000 || Lr: 0.005789 || Task Loss: 0.2911 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:55:56 || Estimated Time: 17:51:06
2023-08-06 17:06:28,816 semantic_segmentation INFO: Iters: 112180/150000 || Lr: 0.005788 || Task Loss: 0.1319 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:50:49
2023-08-06 17:06:45,653 semantic_segmentation INFO: Iters: 112190/150000 || Lr: 0.005786 || Task Loss: 0.2606 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:50:32
2023-08-06 17:07:02,393 semantic_segmentation INFO: Iters: 112200/150000 || Lr: 0.005785 || Task Loss: 0.1844 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:56:46 || Estimated Time: 17:50:14
2023-08-06 17:07:19,097 semantic_segmentation INFO: Iters: 112210/150000 || Lr: 0.005784 || Task Loss: 0.2912 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:49:57
2023-08-06 17:07:35,880 semantic_segmentation INFO: Iters: 112220/150000 || Lr: 0.005782 || Task Loss: 0.1417 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:49:40
2023-08-06 17:07:52,686 semantic_segmentation INFO: Iters: 112230/150000 || Lr: 0.005781 || Task Loss: 0.1885 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:57:37 || Estimated Time: 17:49:23
2023-08-06 17:08:09,457 semantic_segmentation INFO: Iters: 112240/150000 || Lr: 0.005779 || Task Loss: 0.2148 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:49:06
2023-08-06 17:08:26,242 semantic_segmentation INFO: Iters: 112250/150000 || Lr: 0.005778 || Task Loss: 0.2382 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:48:49
2023-08-06 17:08:43,041 semantic_segmentation INFO: Iters: 112260/150000 || Lr: 0.005777 || Task Loss: 0.2198 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:58:27 || Estimated Time: 17:48:32
2023-08-06 17:08:59,777 semantic_segmentation INFO: Iters: 112270/150000 || Lr: 0.005775 || Task Loss: 0.1359 || KD Loss: 0.0250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:58:44 || Estimated Time: 17:48:15
2023-08-06 17:09:16,564 semantic_segmentation INFO: Iters: 112280/150000 || Lr: 0.005774 || Task Loss: 0.1529 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:59:01 || Estimated Time: 17:47:58
2023-08-06 17:09:33,312 semantic_segmentation INFO: Iters: 112290/150000 || Lr: 0.005773 || Task Loss: 0.2958 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:59:17 || Estimated Time: 17:47:41
2023-08-06 17:09:50,074 semantic_segmentation INFO: Iters: 112300/150000 || Lr: 0.005771 || Task Loss: 0.1988 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:59:34 || Estimated Time: 17:47:24
2023-08-06 17:10:06,809 semantic_segmentation INFO: Iters: 112310/150000 || Lr: 0.005770 || Task Loss: 0.1856 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:59:51 || Estimated Time: 17:47:07
2023-08-06 17:10:23,594 semantic_segmentation INFO: Iters: 112320/150000 || Lr: 0.005768 || Task Loss: 0.2043 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:00:08 || Estimated Time: 17:46:50
2023-08-06 17:10:40,343 semantic_segmentation INFO: Iters: 112330/150000 || Lr: 0.005767 || Task Loss: 0.2214 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:00:24 || Estimated Time: 17:46:33
2023-08-06 17:10:57,117 semantic_segmentation INFO: Iters: 112340/150000 || Lr: 0.005766 || Task Loss: 0.2126 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:00:41 || Estimated Time: 17:46:16
2023-08-06 17:11:13,974 semantic_segmentation INFO: Iters: 112350/150000 || Lr: 0.005764 || Task Loss: 0.3947 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:00:58 || Estimated Time: 17:45:59
2023-08-06 17:11:30,771 semantic_segmentation INFO: Iters: 112360/150000 || Lr: 0.005763 || Task Loss: 0.2411 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:01:15 || Estimated Time: 17:45:42
2023-08-06 17:11:47,631 semantic_segmentation INFO: Iters: 112370/150000 || Lr: 0.005762 || Task Loss: 0.2106 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:01:32 || Estimated Time: 17:45:24
2023-08-06 17:12:04,425 semantic_segmentation INFO: Iters: 112380/150000 || Lr: 0.005760 || Task Loss: 0.3212 || KD Loss: 0.1102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:01:48 || Estimated Time: 17:45:07
2023-08-06 17:12:21,269 semantic_segmentation INFO: Iters: 112390/150000 || Lr: 0.005759 || Task Loss: 0.2962 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:02:05 || Estimated Time: 17:44:50
2023-08-06 17:12:38,153 semantic_segmentation INFO: Iters: 112400/150000 || Lr: 0.005757 || Task Loss: 0.1566 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:02:22 || Estimated Time: 17:44:33
2023-08-06 17:12:55,014 semantic_segmentation INFO: Iters: 112410/150000 || Lr: 0.005756 || Task Loss: 0.2605 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:02:39 || Estimated Time: 17:44:16
2023-08-06 17:13:11,883 semantic_segmentation INFO: Iters: 112420/150000 || Lr: 0.005755 || Task Loss: 0.1122 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:02:56 || Estimated Time: 17:43:59
2023-08-06 17:13:28,746 semantic_segmentation INFO: Iters: 112430/150000 || Lr: 0.005753 || Task Loss: 0.2167 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:03:13 || Estimated Time: 17:43:42
2023-08-06 17:13:45,600 semantic_segmentation INFO: Iters: 112440/150000 || Lr: 0.005752 || Task Loss: 0.2311 || KD Loss: 0.1280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:03:30 || Estimated Time: 17:43:25
2023-08-06 17:14:02,526 semantic_segmentation INFO: Iters: 112450/150000 || Lr: 0.005751 || Task Loss: 0.1830 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:03:47 || Estimated Time: 17:43:08
2023-08-06 17:14:19,323 semantic_segmentation INFO: Iters: 112460/150000 || Lr: 0.005749 || Task Loss: 0.2004 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:04:03 || Estimated Time: 17:42:51
2023-08-06 17:14:36,125 semantic_segmentation INFO: Iters: 112470/150000 || Lr: 0.005748 || Task Loss: 0.2485 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:04:20 || Estimated Time: 17:42:34
2023-08-06 17:14:52,930 semantic_segmentation INFO: Iters: 112480/150000 || Lr: 0.005746 || Task Loss: 0.3664 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:04:37 || Estimated Time: 17:42:17
2023-08-06 17:15:09,765 semantic_segmentation INFO: Iters: 112490/150000 || Lr: 0.005745 || Task Loss: 0.2002 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:04:54 || Estimated Time: 17:42:00
2023-08-06 17:15:26,637 semantic_segmentation INFO: Iters: 112500/150000 || Lr: 0.005744 || Task Loss: 0.1553 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:05:11 || Estimated Time: 17:41:43
2023-08-06 17:15:43,420 semantic_segmentation INFO: Iters: 112510/150000 || Lr: 0.005742 || Task Loss: 0.1878 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:05:27 || Estimated Time: 17:41:26
2023-08-06 17:16:00,251 semantic_segmentation INFO: Iters: 112520/150000 || Lr: 0.005741 || Task Loss: 0.1849 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:05:44 || Estimated Time: 17:41:09
2023-08-06 17:16:17,091 semantic_segmentation INFO: Iters: 112530/150000 || Lr: 0.005739 || Task Loss: 0.2996 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:06:01 || Estimated Time: 17:40:52
2023-08-06 17:16:33,930 semantic_segmentation INFO: Iters: 112540/150000 || Lr: 0.005738 || Task Loss: 0.2878 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:06:18 || Estimated Time: 17:40:35
2023-08-06 17:16:50,798 semantic_segmentation INFO: Iters: 112550/150000 || Lr: 0.005737 || Task Loss: 0.1822 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:06:35 || Estimated Time: 17:40:18
2023-08-06 17:17:07,650 semantic_segmentation INFO: Iters: 112560/150000 || Lr: 0.005735 || Task Loss: 0.2713 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:06:52 || Estimated Time: 17:40:01
2023-08-06 17:17:24,466 semantic_segmentation INFO: Iters: 112570/150000 || Lr: 0.005734 || Task Loss: 0.2083 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:07:09 || Estimated Time: 17:39:44
2023-08-06 17:17:41,272 semantic_segmentation INFO: Iters: 112580/150000 || Lr: 0.005733 || Task Loss: 0.2082 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:07:25 || Estimated Time: 17:39:27
2023-08-06 17:17:58,159 semantic_segmentation INFO: Iters: 112590/150000 || Lr: 0.005731 || Task Loss: 0.2829 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:07:42 || Estimated Time: 17:39:10
2023-08-06 17:18:14,902 semantic_segmentation INFO: Iters: 112600/150000 || Lr: 0.005730 || Task Loss: 0.2828 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:07:59 || Estimated Time: 17:38:53
2023-08-06 17:18:31,755 semantic_segmentation INFO: Iters: 112610/150000 || Lr: 0.005728 || Task Loss: 0.1535 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:08:16 || Estimated Time: 17:38:36
2023-08-06 17:18:48,544 semantic_segmentation INFO: Iters: 112620/150000 || Lr: 0.005727 || Task Loss: 0.1332 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:08:33 || Estimated Time: 17:38:19
2023-08-06 17:19:05,369 semantic_segmentation INFO: Iters: 112630/150000 || Lr: 0.005726 || Task Loss: 0.1858 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:08:49 || Estimated Time: 17:38:02
2023-08-06 17:19:22,185 semantic_segmentation INFO: Iters: 112640/150000 || Lr: 0.005724 || Task Loss: 0.3413 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:09:06 || Estimated Time: 17:37:44
2023-08-06 17:19:38,957 semantic_segmentation INFO: Iters: 112650/150000 || Lr: 0.005723 || Task Loss: 0.3280 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:09:23 || Estimated Time: 17:37:27
2023-08-06 17:19:55,807 semantic_segmentation INFO: Iters: 112660/150000 || Lr: 0.005722 || Task Loss: 0.1422 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:09:40 || Estimated Time: 17:37:10
2023-08-06 17:20:12,601 semantic_segmentation INFO: Iters: 112670/150000 || Lr: 0.005720 || Task Loss: 0.2192 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:09:57 || Estimated Time: 17:36:53
2023-08-06 17:20:29,449 semantic_segmentation INFO: Iters: 112680/150000 || Lr: 0.005719 || Task Loss: 0.1943 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:10:13 || Estimated Time: 17:36:36
2023-08-06 17:20:46,201 semantic_segmentation INFO: Iters: 112690/150000 || Lr: 0.005717 || Task Loss: 0.2351 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:10:30 || Estimated Time: 17:36:19
2023-08-06 17:21:03,039 semantic_segmentation INFO: Iters: 112700/150000 || Lr: 0.005716 || Task Loss: 0.3314 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:10:47 || Estimated Time: 17:36:02
2023-08-06 17:21:19,842 semantic_segmentation INFO: Iters: 112710/150000 || Lr: 0.005715 || Task Loss: 0.2085 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:11:04 || Estimated Time: 17:35:45
2023-08-06 17:21:36,620 semantic_segmentation INFO: Iters: 112720/150000 || Lr: 0.005713 || Task Loss: 0.1844 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:11:21 || Estimated Time: 17:35:28
2023-08-06 17:21:53,421 semantic_segmentation INFO: Iters: 112730/150000 || Lr: 0.005712 || Task Loss: 0.2957 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:11:37 || Estimated Time: 17:35:11
2023-08-06 17:22:10,291 semantic_segmentation INFO: Iters: 112740/150000 || Lr: 0.005711 || Task Loss: 0.2172 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:11:54 || Estimated Time: 17:34:54
2023-08-06 17:22:27,059 semantic_segmentation INFO: Iters: 112750/150000 || Lr: 0.005709 || Task Loss: 0.1748 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:12:11 || Estimated Time: 17:34:37
2023-08-06 17:22:43,752 semantic_segmentation INFO: Iters: 112760/150000 || Lr: 0.005708 || Task Loss: 0.2911 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:12:28 || Estimated Time: 17:34:20
2023-08-06 17:23:00,591 semantic_segmentation INFO: Iters: 112770/150000 || Lr: 0.005706 || Task Loss: 0.3212 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:12:45 || Estimated Time: 17:34:03
2023-08-06 17:23:17,341 semantic_segmentation INFO: Iters: 112780/150000 || Lr: 0.005705 || Task Loss: 0.2398 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:13:01 || Estimated Time: 17:33:46
2023-08-06 17:23:34,134 semantic_segmentation INFO: Iters: 112790/150000 || Lr: 0.005704 || Task Loss: 0.1701 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:13:18 || Estimated Time: 17:33:29
2023-08-06 17:23:50,933 semantic_segmentation INFO: Iters: 112800/150000 || Lr: 0.005702 || Task Loss: 0.1518 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:13:35 || Estimated Time: 17:33:12
2023-08-06 17:23:51,011 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 17:23:51,788 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.401
2023-08-06 17:23:51,922 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.498
2023-08-06 17:23:52,044 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.511
2023-08-06 17:23:52,166 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.533
2023-08-06 17:23:52,291 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.528
2023-08-06 17:23:52,418 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.530
2023-08-06 17:23:52,540 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.561
2023-08-06 17:23:52,664 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.605
2023-08-06 17:23:52,792 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.653
2023-08-06 17:23:52,915 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.681
2023-08-06 17:23:53,039 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.685
2023-08-06 17:23:53,158 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.721
2023-08-06 17:23:53,283 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.728
2023-08-06 17:23:53,412 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.720
2023-08-06 17:23:53,534 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.724
2023-08-06 17:23:53,656 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.715
2023-08-06 17:23:53,776 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.716
2023-08-06 17:23:53,902 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.715
2023-08-06 17:23:54,029 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.723
2023-08-06 17:23:54,154 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.730
2023-08-06 17:23:54,276 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.729
2023-08-06 17:23:54,394 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.723
2023-08-06 17:23:54,518 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.722
2023-08-06 17:23:54,644 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 17:23:54,769 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 17:23:54,891 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 17:23:55,010 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 17:23:55,134 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-06 17:23:55,259 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 17:23:55,383 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:23:55,503 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 17:23:55,620 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 17:23:55,752 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 17:23:55,886 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 17:23:56,012 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 17:23:56,132 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 17:23:56,251 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 17:23:56,374 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 17:23:56,497 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-06 17:23:56,619 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-06 17:23:56,740 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 17:23:56,859 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-06 17:23:56,977 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.728
2023-08-06 17:23:57,096 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-06 17:23:57,214 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 17:23:57,332 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-06 17:23:57,451 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 17:23:57,575 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-06 17:23:57,706 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-06 17:23:57,827 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 17:23:57,949 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 17:23:58,069 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 17:23:58,192 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 17:23:58,317 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 17:23:58,442 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.739
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2023-08-06 17:23:58,808 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 17:23:58,928 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-06 17:23:59,049 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.748
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2023-08-06 17:23:59,537 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.753
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2023-08-06 17:23:59,905 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-06 17:24:00,029 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.755
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2023-08-06 17:24:02,999 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.947, mIoU: 0.756
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2023-08-06 17:24:45,728 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 17:24:45,852 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 17:24:45,976 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 17:24:46,102 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 17:24:46,227 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 17:24:46,351 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 17:24:46,474 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 17:24:46,597 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 17:24:46,724 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 17:24:46,857 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:24:46,978 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:24:47,099 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:24:47,219 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:24:47,343 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:24:47,470 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:24:47,594 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 17:24:47,719 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:24:47,841 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:24:47,963 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:24:48,085 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 17:24:48,207 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:48,323 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:48,442 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:48,569 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:48,703 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:48,823 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:48,944 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:49,062 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:49,186 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 17:24:49,313 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:49,437 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:49,561 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:49,683 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:49,803 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:49,925 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:50,046 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:50,163 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:50,282 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:50,407 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:50,538 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:50,660 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:50,780 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:50,901 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:51,023 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:51,144 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:51,270 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:51,396 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 17:24:51,520 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 17:24:51,642 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 17:24:51,765 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 17:24:51,888 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 17:24:52,010 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-06 17:24:52,129 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-06 17:24:52,256 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 17:24:52,388 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-06 17:24:52,510 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 17:24:52,634 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 17:24:52,756 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 17:24:52,879 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 17:24:53,006 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 17:24:53,131 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 17:24:53,255 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 17:25:10,319 semantic_segmentation INFO: Iters: 112810/150000 || Lr: 0.005701 || Task Loss: 0.2281 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:14:54 || Estimated Time: 17:33:15
2023-08-06 17:25:27,397 semantic_segmentation INFO: Iters: 112820/150000 || Lr: 0.005700 || Task Loss: 0.1509 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:15:11 || Estimated Time: 17:32:58
2023-08-06 17:25:44,310 semantic_segmentation INFO: Iters: 112830/150000 || Lr: 0.005698 || Task Loss: 0.1641 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:15:28 || Estimated Time: 17:32:41
2023-08-06 17:26:01,117 semantic_segmentation INFO: Iters: 112840/150000 || Lr: 0.005697 || Task Loss: 0.1700 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:15:45 || Estimated Time: 17:32:24
2023-08-06 17:26:17,954 semantic_segmentation INFO: Iters: 112850/150000 || Lr: 0.005695 || Task Loss: 0.1582 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:16:02 || Estimated Time: 17:32:07
2023-08-06 17:26:34,817 semantic_segmentation INFO: Iters: 112860/150000 || Lr: 0.005694 || Task Loss: 0.1085 || KD Loss: 0.0201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:16:19 || Estimated Time: 17:31:50
2023-08-06 17:26:51,746 semantic_segmentation INFO: Iters: 112870/150000 || Lr: 0.005693 || Task Loss: 0.2033 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:16:36 || Estimated Time: 17:31:33
2023-08-06 17:27:08,619 semantic_segmentation INFO: Iters: 112880/150000 || Lr: 0.005691 || Task Loss: 0.3437 || KD Loss: 0.0970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:16:53 || Estimated Time: 17:31:16
2023-08-06 17:27:25,538 semantic_segmentation INFO: Iters: 112890/150000 || Lr: 0.005690 || Task Loss: 0.1679 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:17:10 || Estimated Time: 17:30:59
2023-08-06 17:27:42,352 semantic_segmentation INFO: Iters: 112900/150000 || Lr: 0.005688 || Task Loss: 0.1965 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:17:26 || Estimated Time: 17:30:42
2023-08-06 17:27:59,262 semantic_segmentation INFO: Iters: 112910/150000 || Lr: 0.005687 || Task Loss: 0.1012 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:17:43 || Estimated Time: 17:30:25
2023-08-06 17:28:16,125 semantic_segmentation INFO: Iters: 112920/150000 || Lr: 0.005686 || Task Loss: 0.1723 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:18:00 || Estimated Time: 17:30:08
2023-08-06 17:28:32,939 semantic_segmentation INFO: Iters: 112930/150000 || Lr: 0.005684 || Task Loss: 0.2641 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:18:17 || Estimated Time: 17:29:51
2023-08-06 17:28:49,802 semantic_segmentation INFO: Iters: 112940/150000 || Lr: 0.005683 || Task Loss: 0.1272 || KD Loss: 0.0218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:18:34 || Estimated Time: 17:29:34
2023-08-06 17:29:06,642 semantic_segmentation INFO: Iters: 112950/150000 || Lr: 0.005682 || Task Loss: 0.4382 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:18:51 || Estimated Time: 17:29:17
2023-08-06 17:29:23,513 semantic_segmentation INFO: Iters: 112960/150000 || Lr: 0.005680 || Task Loss: 0.1361 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:19:08 || Estimated Time: 17:29:00
2023-08-06 17:29:40,373 semantic_segmentation INFO: Iters: 112970/150000 || Lr: 0.005679 || Task Loss: 0.2307 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:19:24 || Estimated Time: 17:28:43
2023-08-06 17:29:57,242 semantic_segmentation INFO: Iters: 112980/150000 || Lr: 0.005677 || Task Loss: 0.1772 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:19:41 || Estimated Time: 17:28:26
2023-08-06 17:30:14,099 semantic_segmentation INFO: Iters: 112990/150000 || Lr: 0.005676 || Task Loss: 0.3579 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:19:58 || Estimated Time: 17:28:09
2023-08-06 17:30:30,863 semantic_segmentation INFO: Iters: 113000/150000 || Lr: 0.005675 || Task Loss: 0.3599 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:20:15 || Estimated Time: 17:27:52
2023-08-06 17:30:47,683 semantic_segmentation INFO: Iters: 113010/150000 || Lr: 0.005673 || Task Loss: 0.2617 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:20:32 || Estimated Time: 17:27:35
2023-08-06 17:31:04,468 semantic_segmentation INFO: Iters: 113020/150000 || Lr: 0.005672 || Task Loss: 0.2398 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:20:49 || Estimated Time: 17:27:18
2023-08-06 17:31:21,274 semantic_segmentation INFO: Iters: 113030/150000 || Lr: 0.005671 || Task Loss: 0.1767 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:21:05 || Estimated Time: 17:27:00
2023-08-06 17:31:38,088 semantic_segmentation INFO: Iters: 113040/150000 || Lr: 0.005669 || Task Loss: 0.1232 || KD Loss: 0.0235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:21:22 || Estimated Time: 17:26:43
2023-08-06 17:31:54,919 semantic_segmentation INFO: Iters: 113050/150000 || Lr: 0.005668 || Task Loss: 0.1296 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:21:39 || Estimated Time: 17:26:26
2023-08-06 17:32:11,725 semantic_segmentation INFO: Iters: 113060/150000 || Lr: 0.005666 || Task Loss: 0.2053 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:21:56 || Estimated Time: 17:26:09
2023-08-06 17:32:28,517 semantic_segmentation INFO: Iters: 113070/150000 || Lr: 0.005665 || Task Loss: 0.2119 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:22:13 || Estimated Time: 17:25:52
2023-08-06 17:32:45,303 semantic_segmentation INFO: Iters: 113080/150000 || Lr: 0.005664 || Task Loss: 0.2722 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:22:29 || Estimated Time: 17:25:35
2023-08-06 17:33:02,125 semantic_segmentation INFO: Iters: 113090/150000 || Lr: 0.005662 || Task Loss: 0.1764 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:22:46 || Estimated Time: 17:25:18
2023-08-06 17:33:18,941 semantic_segmentation INFO: Iters: 113100/150000 || Lr: 0.005661 || Task Loss: 0.2077 || KD Loss: 0.0657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:23:03 || Estimated Time: 17:25:01
2023-08-06 17:33:35,743 semantic_segmentation INFO: Iters: 113110/150000 || Lr: 0.005659 || Task Loss: 0.5854 || KD Loss: 0.3578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:23:20 || Estimated Time: 17:24:44
2023-08-06 17:33:52,506 semantic_segmentation INFO: Iters: 113120/150000 || Lr: 0.005658 || Task Loss: 0.1895 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:23:37 || Estimated Time: 17:24:27
2023-08-06 17:34:09,288 semantic_segmentation INFO: Iters: 113130/150000 || Lr: 0.005657 || Task Loss: 0.1766 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:23:53 || Estimated Time: 17:24:10
2023-08-06 17:34:26,073 semantic_segmentation INFO: Iters: 113140/150000 || Lr: 0.005655 || Task Loss: 0.2036 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:24:10 || Estimated Time: 17:23:53
2023-08-06 17:34:42,816 semantic_segmentation INFO: Iters: 113150/150000 || Lr: 0.005654 || Task Loss: 0.1974 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:24:27 || Estimated Time: 17:23:36
2023-08-06 17:34:59,620 semantic_segmentation INFO: Iters: 113160/150000 || Lr: 0.005653 || Task Loss: 0.1486 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:24:44 || Estimated Time: 17:23:19
2023-08-06 17:35:16,386 semantic_segmentation INFO: Iters: 113170/150000 || Lr: 0.005651 || Task Loss: 0.3070 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:25:00 || Estimated Time: 17:23:02
2023-08-06 17:35:33,188 semantic_segmentation INFO: Iters: 113180/150000 || Lr: 0.005650 || Task Loss: 0.3267 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:25:17 || Estimated Time: 17:22:45
2023-08-06 17:35:50,001 semantic_segmentation INFO: Iters: 113190/150000 || Lr: 0.005648 || Task Loss: 0.1733 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:25:34 || Estimated Time: 17:22:28
2023-08-06 17:36:06,787 semantic_segmentation INFO: Iters: 113200/150000 || Lr: 0.005647 || Task Loss: 0.3028 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:25:51 || Estimated Time: 17:22:10
2023-08-06 17:36:23,578 semantic_segmentation INFO: Iters: 113210/150000 || Lr: 0.005646 || Task Loss: 0.2720 || KD Loss: 0.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:21:53
2023-08-06 17:36:40,360 semantic_segmentation INFO: Iters: 113220/150000 || Lr: 0.005644 || Task Loss: 0.2642 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:26:24 || Estimated Time: 17:21:36
2023-08-06 17:36:57,158 semantic_segmentation INFO: Iters: 113230/150000 || Lr: 0.005643 || Task Loss: 0.3286 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:21:19
2023-08-06 17:37:13,939 semantic_segmentation INFO: Iters: 113240/150000 || Lr: 0.005642 || Task Loss: 0.1572 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:21:02
2023-08-06 17:37:30,699 semantic_segmentation INFO: Iters: 113250/150000 || Lr: 0.005640 || Task Loss: 0.1987 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:20:45
2023-08-06 17:37:47,472 semantic_segmentation INFO: Iters: 113260/150000 || Lr: 0.005639 || Task Loss: 0.1902 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:27:32 || Estimated Time: 17:20:28
2023-08-06 17:38:04,276 semantic_segmentation INFO: Iters: 113270/150000 || Lr: 0.005637 || Task Loss: 0.1514 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:20:11
2023-08-06 17:38:21,108 semantic_segmentation INFO: Iters: 113280/150000 || Lr: 0.005636 || Task Loss: 0.1721 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:28:05 || Estimated Time: 17:19:54
2023-08-06 17:38:37,926 semantic_segmentation INFO: Iters: 113290/150000 || Lr: 0.005635 || Task Loss: 0.2138 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:28:22 || Estimated Time: 17:19:37
2023-08-06 17:38:54,720 semantic_segmentation INFO: Iters: 113300/150000 || Lr: 0.005633 || Task Loss: 0.2326 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:28:39 || Estimated Time: 17:19:20
2023-08-06 17:39:11,565 semantic_segmentation INFO: Iters: 113310/150000 || Lr: 0.005632 || Task Loss: 0.3316 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:28:56 || Estimated Time: 17:19:03
2023-08-06 17:39:28,362 semantic_segmentation INFO: Iters: 113320/150000 || Lr: 0.005630 || Task Loss: 0.1189 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:29:12 || Estimated Time: 17:18:46
2023-08-06 17:39:45,275 semantic_segmentation INFO: Iters: 113330/150000 || Lr: 0.005629 || Task Loss: 0.0969 || KD Loss: 0.0249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:29:29 || Estimated Time: 17:18:29
2023-08-06 17:40:02,090 semantic_segmentation INFO: Iters: 113340/150000 || Lr: 0.005628 || Task Loss: 0.2088 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:29:46 || Estimated Time: 17:18:12
2023-08-06 17:40:18,953 semantic_segmentation INFO: Iters: 113350/150000 || Lr: 0.005626 || Task Loss: 0.2594 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:30:03 || Estimated Time: 17:17:55
2023-08-06 17:40:35,815 semantic_segmentation INFO: Iters: 113360/150000 || Lr: 0.005625 || Task Loss: 0.2029 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:30:20 || Estimated Time: 17:17:38
2023-08-06 17:40:52,695 semantic_segmentation INFO: Iters: 113370/150000 || Lr: 0.005624 || Task Loss: 0.2226 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:30:37 || Estimated Time: 17:17:21
2023-08-06 17:41:09,591 semantic_segmentation INFO: Iters: 113380/150000 || Lr: 0.005622 || Task Loss: 0.3437 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:30:54 || Estimated Time: 17:17:04
2023-08-06 17:41:26,485 semantic_segmentation INFO: Iters: 113390/150000 || Lr: 0.005621 || Task Loss: 0.2602 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:31:11 || Estimated Time: 17:16:47
2023-08-06 17:41:43,281 semantic_segmentation INFO: Iters: 113400/150000 || Lr: 0.005619 || Task Loss: 0.1864 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:31:27 || Estimated Time: 17:16:30
2023-08-06 17:42:00,178 semantic_segmentation INFO: Iters: 113410/150000 || Lr: 0.005618 || Task Loss: 0.1854 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:31:44 || Estimated Time: 17:16:13
2023-08-06 17:42:17,094 semantic_segmentation INFO: Iters: 113420/150000 || Lr: 0.005617 || Task Loss: 0.2825 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:32:01 || Estimated Time: 17:15:56
2023-08-06 17:42:33,911 semantic_segmentation INFO: Iters: 113430/150000 || Lr: 0.005615 || Task Loss: 0.1300 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:32:18 || Estimated Time: 17:15:38
2023-08-06 17:42:50,768 semantic_segmentation INFO: Iters: 113440/150000 || Lr: 0.005614 || Task Loss: 0.2300 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:32:35 || Estimated Time: 17:15:21
2023-08-06 17:43:07,633 semantic_segmentation INFO: Iters: 113450/150000 || Lr: 0.005613 || Task Loss: 0.4882 || KD Loss: 0.1512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:32:52 || Estimated Time: 17:15:04
2023-08-06 17:43:24,405 semantic_segmentation INFO: Iters: 113460/150000 || Lr: 0.005611 || Task Loss: 0.2301 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:33:08 || Estimated Time: 17:14:47
2023-08-06 17:43:41,220 semantic_segmentation INFO: Iters: 113470/150000 || Lr: 0.005610 || Task Loss: 0.2459 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:33:25 || Estimated Time: 17:14:30
2023-08-06 17:43:58,012 semantic_segmentation INFO: Iters: 113480/150000 || Lr: 0.005608 || Task Loss: 0.2875 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:33:42 || Estimated Time: 17:14:13
2023-08-06 17:44:14,811 semantic_segmentation INFO: Iters: 113490/150000 || Lr: 0.005607 || Task Loss: 0.4109 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:33:59 || Estimated Time: 17:13:56
2023-08-06 17:44:31,610 semantic_segmentation INFO: Iters: 113500/150000 || Lr: 0.005606 || Task Loss: 0.3432 || KD Loss: 0.1390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:34:16 || Estimated Time: 17:13:39
2023-08-06 17:44:48,399 semantic_segmentation INFO: Iters: 113510/150000 || Lr: 0.005604 || Task Loss: 0.2826 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:34:32 || Estimated Time: 17:13:22
2023-08-06 17:45:05,210 semantic_segmentation INFO: Iters: 113520/150000 || Lr: 0.005603 || Task Loss: 0.2351 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:34:49 || Estimated Time: 17:13:05
2023-08-06 17:45:21,984 semantic_segmentation INFO: Iters: 113530/150000 || Lr: 0.005601 || Task Loss: 0.1838 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:35:06 || Estimated Time: 17:12:48
2023-08-06 17:45:38,782 semantic_segmentation INFO: Iters: 113540/150000 || Lr: 0.005600 || Task Loss: 0.2511 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:35:23 || Estimated Time: 17:12:31
2023-08-06 17:45:55,537 semantic_segmentation INFO: Iters: 113550/150000 || Lr: 0.005599 || Task Loss: 0.2634 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:35:40 || Estimated Time: 17:12:14
2023-08-06 17:46:12,372 semantic_segmentation INFO: Iters: 113560/150000 || Lr: 0.005597 || Task Loss: 0.1568 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:35:56 || Estimated Time: 17:11:57
2023-08-06 17:46:29,162 semantic_segmentation INFO: Iters: 113570/150000 || Lr: 0.005596 || Task Loss: 0.2087 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:36:13 || Estimated Time: 17:11:40
2023-08-06 17:46:45,908 semantic_segmentation INFO: Iters: 113580/150000 || Lr: 0.005595 || Task Loss: 0.2192 || KD Loss: 0.1865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:36:30 || Estimated Time: 17:11:23
2023-08-06 17:47:02,696 semantic_segmentation INFO: Iters: 113590/150000 || Lr: 0.005593 || Task Loss: 0.3948 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:36:47 || Estimated Time: 17:11:06
2023-08-06 17:47:19,479 semantic_segmentation INFO: Iters: 113600/150000 || Lr: 0.005592 || Task Loss: 0.1997 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:37:04 || Estimated Time: 17:10:49
2023-08-06 17:47:19,553 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 17:47:20,302 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.397
2023-08-06 17:47:20,431 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.495
2023-08-06 17:47:20,550 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.510
2023-08-06 17:47:20,680 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.536
2023-08-06 17:47:20,812 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.529
2023-08-06 17:47:20,930 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.530
2023-08-06 17:47:21,050 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.541
2023-08-06 17:47:21,169 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.573
2023-08-06 17:47:21,292 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.623
2023-08-06 17:47:21,415 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.662
2023-08-06 17:47:21,539 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.668
2023-08-06 17:47:21,662 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.684
2023-08-06 17:47:21,784 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.699
2023-08-06 17:47:21,905 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.692
2023-08-06 17:47:22,027 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.675
2023-08-06 17:47:22,150 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.666
2023-08-06 17:47:22,275 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.668
2023-08-06 17:47:22,395 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.673
2023-08-06 17:47:22,518 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.684
2023-08-06 17:47:22,646 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.691
2023-08-06 17:47:22,767 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.694
2023-08-06 17:47:22,888 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.673
2023-08-06 17:47:23,006 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.671
2023-08-06 17:47:23,133 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.679
2023-08-06 17:47:23,267 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.689
2023-08-06 17:47:23,385 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.690
2023-08-06 17:47:23,504 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.677
2023-08-06 17:47:23,621 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.671
2023-08-06 17:47:23,743 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.677
2023-08-06 17:47:23,867 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.688
2023-08-06 17:47:23,988 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.688
2023-08-06 17:47:24,110 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.685
2023-08-06 17:47:24,232 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.687
2023-08-06 17:47:24,355 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.685
2023-08-06 17:47:24,479 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.687
2023-08-06 17:47:24,600 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.686
2023-08-06 17:47:24,723 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.682
2023-08-06 17:47:24,841 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.683
2023-08-06 17:47:24,966 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.676
2023-08-06 17:47:25,094 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.677
2023-08-06 17:47:25,213 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.678
2023-08-06 17:47:25,331 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.678
2023-08-06 17:47:25,449 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.679
2023-08-06 17:47:25,567 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 17:47:25,684 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 17:47:25,808 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.680
2023-08-06 17:47:25,935 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.681
2023-08-06 17:47:26,058 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.680
2023-08-06 17:47:26,181 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.683
2023-08-06 17:47:26,301 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.685
2023-08-06 17:47:26,422 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.686
2023-08-06 17:47:26,543 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.694
2023-08-06 17:47:26,662 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-06 17:47:26,781 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.695
2023-08-06 17:47:26,898 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.693
2023-08-06 17:47:27,024 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-06 17:47:27,157 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.696
2023-08-06 17:47:27,276 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.702
2023-08-06 17:47:27,398 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.705
2023-08-06 17:47:27,517 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.703
2023-08-06 17:47:27,639 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.707
2023-08-06 17:47:27,763 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.708
2023-08-06 17:47:27,888 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.708
2023-08-06 17:47:28,013 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-06 17:47:28,135 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:47:28,256 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.715
2023-08-06 17:47:28,377 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.712
2023-08-06 17:47:28,500 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-06 17:47:28,622 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.712
2023-08-06 17:47:28,740 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.711
2023-08-06 17:47:28,864 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.711
2023-08-06 17:47:28,995 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.712
2023-08-06 17:47:29,117 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.712
2023-08-06 17:47:29,237 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.712
2023-08-06 17:47:29,355 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.711
2023-08-06 17:47:29,487 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.712
2023-08-06 17:47:29,621 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-06 17:47:29,741 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-06 17:47:29,862 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.711
2023-08-06 17:47:29,983 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.712
2023-08-06 17:47:30,109 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.713
2023-08-06 17:47:30,237 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 17:47:30,363 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.713
2023-08-06 17:47:30,488 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.711
2023-08-06 17:47:30,608 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-06 17:47:30,730 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.706
2023-08-06 17:47:30,853 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.705
2023-08-06 17:47:30,974 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 17:47:31,095 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.706
2023-08-06 17:47:31,214 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.705
2023-08-06 17:47:31,343 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.706
2023-08-06 17:47:31,473 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-06 17:47:31,597 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-06 17:47:31,721 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-06 17:47:31,840 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-06 17:47:31,965 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.713
2023-08-06 17:47:32,091 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-06 17:47:32,214 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-06 17:47:32,335 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-06 17:47:32,456 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.715
2023-08-06 17:47:32,578 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.714
2023-08-06 17:47:32,702 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-06 17:47:32,826 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-06 17:47:32,949 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-06 17:47:33,072 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.940, mIoU: 0.713
2023-08-06 17:47:33,195 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-06 17:47:33,317 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-06 17:47:33,438 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-06 17:47:33,561 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.715
2023-08-06 17:47:33,685 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.714
2023-08-06 17:47:33,805 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.714
2023-08-06 17:47:33,923 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.714
2023-08-06 17:47:34,041 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-06 17:47:34,159 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.713
2023-08-06 17:47:34,276 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-06 17:47:34,399 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-06 17:47:34,526 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-06 17:47:34,650 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-06 17:47:34,773 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.712
2023-08-06 17:47:34,894 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-06 17:47:35,015 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.712
2023-08-06 17:47:35,137 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-06 17:47:35,258 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.711
2023-08-06 17:47:35,379 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.941, mIoU: 0.715
2023-08-06 17:47:35,498 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.714
2023-08-06 17:47:35,622 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.716
2023-08-06 17:47:35,752 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.717
2023-08-06 17:47:35,872 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.717
2023-08-06 17:47:35,992 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.716
2023-08-06 17:47:36,112 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-06 17:47:36,232 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-06 17:47:36,353 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-06 17:47:36,477 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-06 17:47:36,603 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-06 17:47:36,727 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.715
2023-08-06 17:47:36,849 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.715
2023-08-06 17:47:36,971 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.942, mIoU: 0.715
2023-08-06 17:47:37,094 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.942, mIoU: 0.714
2023-08-06 17:47:37,216 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-06 17:47:37,338 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-06 17:47:37,462 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-06 17:47:37,591 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-06 17:47:37,709 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.942, mIoU: 0.715
2023-08-06 17:47:37,828 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.715
2023-08-06 17:47:37,945 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.942, mIoU: 0.715
2023-08-06 17:47:38,068 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.942, mIoU: 0.717
2023-08-06 17:47:38,193 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-06 17:47:38,312 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-06 17:47:38,432 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.941, mIoU: 0.715
2023-08-06 17:47:38,552 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.942, mIoU: 0.715
2023-08-06 17:47:38,672 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-06 17:47:38,791 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.942, mIoU: 0.716
2023-08-06 17:47:38,916 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.942, mIoU: 0.717
2023-08-06 17:47:39,045 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.942, mIoU: 0.717
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2023-08-06 17:48:03,080 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 17:48:03,200 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 17:48:03,321 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.944, mIoU: 0.714
2023-08-06 17:48:03,442 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:03,560 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:03,688 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:03,821 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:03,944 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:04,067 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:04,191 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:04,310 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-06 17:48:04,430 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:04,551 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:04,671 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:04,789 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:04,912 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:05,035 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-06 17:48:05,161 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.944, mIoU: 0.715
2023-08-06 17:48:05,287 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-06 17:48:05,412 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-06 17:48:05,534 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:05,658 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:05,780 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:05,902 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:06,021 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:06,151 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:06,285 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:06,410 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:06,535 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:06,657 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-06 17:48:06,778 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 17:48:06,900 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 17:48:07,020 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 17:48:07,140 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 17:48:07,260 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 17:48:07,387 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-06 17:48:07,514 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 17:48:07,641 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 17:48:07,767 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 17:48:07,895 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 17:48:08,019 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.946, mIoU: 0.718
2023-08-06 17:48:08,142 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 17:48:08,262 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 17:48:08,383 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 17:48:08,503 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 17:48:08,631 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 17:48:08,761 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 17:48:08,887 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 17:48:09,012 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 17:48:09,136 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-06 17:48:09,265 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:09,390 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:09,509 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:09,633 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:09,758 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:09,882 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:10,002 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:10,120 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:10,249 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:10,379 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-06 17:48:10,502 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 17:48:10,624 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 17:48:10,744 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 17:48:10,865 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 17:48:10,987 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 17:48:11,107 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 17:48:11,227 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 17:48:11,345 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-06 17:48:11,473 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 17:48:11,606 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:11,726 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:11,850 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:11,973 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:12,093 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:12,212 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:12,335 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:12,457 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:12,575 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:12,699 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:12,828 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:12,953 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:13,077 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:13,199 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:13,319 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:13,441 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:13,561 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:13,679 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:13,796 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:13,923 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:14,056 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:14,176 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:14,297 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-06 17:48:14,419 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:14,545 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:14,673 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:14,799 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:14,923 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:15,045 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:15,165 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:15,286 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:15,406 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:15,526 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:15,643 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:15,770 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:15,903 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.721
2023-08-06 17:48:16,025 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:16,149 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:16,272 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:16,392 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:16,513 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:16,631 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 17:48:16,754 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 17:48:16,873 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 17:48:16,997 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 17:48:17,122 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 17:48:17,247 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 17:48:17,371 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 17:48:17,494 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.723
2023-08-06 17:48:17,615 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:17,737 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:17,858 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:17,978 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:18,097 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:18,222 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:18,353 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:18,471 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:18,592 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:18,712 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:18,831 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-06 17:48:18,949 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 17:48:19,075 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 17:48:19,203 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 17:48:19,326 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 17:48:19,450 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-06 17:48:19,575 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 17:48:19,699 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 17:48:19,823 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 17:48:19,944 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 17:48:20,067 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 17:48:20,192 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 17:48:20,316 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 17:48:20,438 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-06 17:48:20,556 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 17:48:20,673 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 17:48:20,790 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 17:48:20,916 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 17:48:21,043 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 17:48:21,168 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 17:48:21,291 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 17:48:21,414 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 17:48:21,536 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-06 17:48:38,400 semantic_segmentation INFO: Iters: 113610/150000 || Lr: 0.005590 || Task Loss: 0.2602 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:38:22 || Estimated Time: 17:10:51
2023-08-06 17:48:55,177 semantic_segmentation INFO: Iters: 113620/150000 || Lr: 0.005589 || Task Loss: 0.1805 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:38:39 || Estimated Time: 17:10:34
2023-08-06 17:49:11,970 semantic_segmentation INFO: Iters: 113630/150000 || Lr: 0.005588 || Task Loss: 0.3566 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:10:17
2023-08-06 17:49:28,712 semantic_segmentation INFO: Iters: 113640/150000 || Lr: 0.005586 || Task Loss: 0.3032 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:39:13 || Estimated Time: 17:10:00
2023-08-06 17:49:45,509 semantic_segmentation INFO: Iters: 113650/150000 || Lr: 0.005585 || Task Loss: 0.4052 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:39:30 || Estimated Time: 17:09:43
2023-08-06 17:50:02,431 semantic_segmentation INFO: Iters: 113660/150000 || Lr: 0.005583 || Task Loss: 0.2836 || KD Loss: 0.0718|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 17:09:26
2023-08-06 17:50:19,375 semantic_segmentation INFO: Iters: 113670/150000 || Lr: 0.005582 || Task Loss: 0.1358 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:40:03 || Estimated Time: 17:09:09
2023-08-06 17:50:36,240 semantic_segmentation INFO: Iters: 113680/150000 || Lr: 0.005581 || Task Loss: 0.1686 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:40:20 || Estimated Time: 17:08:52
2023-08-06 17:50:52,964 semantic_segmentation INFO: Iters: 113690/150000 || Lr: 0.005579 || Task Loss: 0.1471 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:40:37 || Estimated Time: 17:08:35
2023-08-06 17:51:09,743 semantic_segmentation INFO: Iters: 113700/150000 || Lr: 0.005578 || Task Loss: 0.1723 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:40:54 || Estimated Time: 17:08:18
2023-08-06 17:51:26,520 semantic_segmentation INFO: Iters: 113710/150000 || Lr: 0.005577 || Task Loss: 0.4818 || KD Loss: 0.1305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:41:11 || Estimated Time: 17:08:01
2023-08-06 17:51:43,266 semantic_segmentation INFO: Iters: 113720/150000 || Lr: 0.005575 || Task Loss: 0.2520 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:41:27 || Estimated Time: 17:07:44
2023-08-06 17:52:00,090 semantic_segmentation INFO: Iters: 113730/150000 || Lr: 0.005574 || Task Loss: 0.2865 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:41:44 || Estimated Time: 17:07:27
2023-08-06 17:52:16,827 semantic_segmentation INFO: Iters: 113740/150000 || Lr: 0.005572 || Task Loss: 0.2292 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:42:01 || Estimated Time: 17:07:10
2023-08-06 17:52:33,571 semantic_segmentation INFO: Iters: 113750/150000 || Lr: 0.005571 || Task Loss: 0.1964 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:42:18 || Estimated Time: 17:06:53
2023-08-06 17:52:50,401 semantic_segmentation INFO: Iters: 113760/150000 || Lr: 0.005570 || Task Loss: 0.3371 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:42:34 || Estimated Time: 17:06:36
2023-08-06 17:53:07,165 semantic_segmentation INFO: Iters: 113770/150000 || Lr: 0.005568 || Task Loss: 0.2519 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:42:51 || Estimated Time: 17:06:18
2023-08-06 17:53:23,902 semantic_segmentation INFO: Iters: 113780/150000 || Lr: 0.005567 || Task Loss: 0.2629 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:43:08 || Estimated Time: 17:06:01
2023-08-06 17:53:40,662 semantic_segmentation INFO: Iters: 113790/150000 || Lr: 0.005566 || Task Loss: 0.2397 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:43:25 || Estimated Time: 17:05:44
2023-08-06 17:53:57,463 semantic_segmentation INFO: Iters: 113800/150000 || Lr: 0.005564 || Task Loss: 0.2342 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:43:42 || Estimated Time: 17:05:27
2023-08-06 17:54:14,192 semantic_segmentation INFO: Iters: 113810/150000 || Lr: 0.005563 || Task Loss: 0.3882 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:43:58 || Estimated Time: 17:05:10
2023-08-06 17:54:30,973 semantic_segmentation INFO: Iters: 113820/150000 || Lr: 0.005561 || Task Loss: 0.2793 || KD Loss: 0.0764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:44:15 || Estimated Time: 17:04:53
2023-08-06 17:54:47,713 semantic_segmentation INFO: Iters: 113830/150000 || Lr: 0.005560 || Task Loss: 0.2661 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:44:32 || Estimated Time: 17:04:36
2023-08-06 17:55:04,450 semantic_segmentation INFO: Iters: 113840/150000 || Lr: 0.005559 || Task Loss: 0.1240 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:44:48 || Estimated Time: 17:04:19
2023-08-06 17:55:21,246 semantic_segmentation INFO: Iters: 113850/150000 || Lr: 0.005557 || Task Loss: 0.2731 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:45:05 || Estimated Time: 17:04:02
2023-08-06 17:55:38,021 semantic_segmentation INFO: Iters: 113860/150000 || Lr: 0.005556 || Task Loss: 0.2086 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:45:22 || Estimated Time: 17:03:45
2023-08-06 17:55:54,774 semantic_segmentation INFO: Iters: 113870/150000 || Lr: 0.005554 || Task Loss: 0.1754 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:45:39 || Estimated Time: 17:03:28
2023-08-06 17:56:11,561 semantic_segmentation INFO: Iters: 113880/150000 || Lr: 0.005553 || Task Loss: 0.2614 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:45:56 || Estimated Time: 17:03:11
2023-08-06 17:56:28,292 semantic_segmentation INFO: Iters: 113890/150000 || Lr: 0.005552 || Task Loss: 0.2785 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:46:12 || Estimated Time: 17:02:54
2023-08-06 17:56:45,049 semantic_segmentation INFO: Iters: 113900/150000 || Lr: 0.005550 || Task Loss: 0.2237 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:46:29 || Estimated Time: 17:02:37
2023-08-06 17:57:01,789 semantic_segmentation INFO: Iters: 113910/150000 || Lr: 0.005549 || Task Loss: 0.1135 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:46:46 || Estimated Time: 17:02:19
2023-08-06 17:57:18,468 semantic_segmentation INFO: Iters: 113920/150000 || Lr: 0.005548 || Task Loss: 0.3016 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:47:03 || Estimated Time: 17:02:02
2023-08-06 17:57:35,230 semantic_segmentation INFO: Iters: 113930/150000 || Lr: 0.005546 || Task Loss: 0.2055 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:47:19 || Estimated Time: 17:01:45
2023-08-06 17:57:51,964 semantic_segmentation INFO: Iters: 113940/150000 || Lr: 0.005545 || Task Loss: 0.2470 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:47:36 || Estimated Time: 17:01:28
2023-08-06 17:58:08,776 semantic_segmentation INFO: Iters: 113950/150000 || Lr: 0.005543 || Task Loss: 0.1983 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:47:53 || Estimated Time: 17:01:11
2023-08-06 17:58:25,571 semantic_segmentation INFO: Iters: 113960/150000 || Lr: 0.005542 || Task Loss: 0.2217 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:48:10 || Estimated Time: 17:00:54
2023-08-06 17:58:42,392 semantic_segmentation INFO: Iters: 113970/150000 || Lr: 0.005541 || Task Loss: 0.1916 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:48:26 || Estimated Time: 17:00:37
2023-08-06 17:58:59,270 semantic_segmentation INFO: Iters: 113980/150000 || Lr: 0.005539 || Task Loss: 0.2216 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:48:43 || Estimated Time: 17:00:20
2023-08-06 17:59:16,138 semantic_segmentation INFO: Iters: 113990/150000 || Lr: 0.005538 || Task Loss: 0.2204 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:49:00 || Estimated Time: 17:00:03
2023-08-06 17:59:32,993 semantic_segmentation INFO: Iters: 114000/150000 || Lr: 0.005536 || Task Loss: 0.1870 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:49:17 || Estimated Time: 16:59:46
2023-08-06 17:59:49,804 semantic_segmentation INFO: Iters: 114010/150000 || Lr: 0.005535 || Task Loss: 0.2549 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:49:34 || Estimated Time: 16:59:29
2023-08-06 18:00:06,718 semantic_segmentation INFO: Iters: 114020/150000 || Lr: 0.005534 || Task Loss: 0.2548 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:49:51 || Estimated Time: 16:59:12
2023-08-06 18:00:23,579 semantic_segmentation INFO: Iters: 114030/150000 || Lr: 0.005532 || Task Loss: 0.2256 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:50:08 || Estimated Time: 16:58:55
2023-08-06 18:00:40,446 semantic_segmentation INFO: Iters: 114040/150000 || Lr: 0.005531 || Task Loss: 0.2558 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:50:24 || Estimated Time: 16:58:38
2023-08-06 18:00:57,319 semantic_segmentation INFO: Iters: 114050/150000 || Lr: 0.005530 || Task Loss: 0.2465 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:50:41 || Estimated Time: 16:58:21
2023-08-06 18:01:14,120 semantic_segmentation INFO: Iters: 114060/150000 || Lr: 0.005528 || Task Loss: 0.2521 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:50:58 || Estimated Time: 16:58:04
2023-08-06 18:01:30,916 semantic_segmentation INFO: Iters: 114070/150000 || Lr: 0.005527 || Task Loss: 0.1082 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:51:15 || Estimated Time: 16:57:47
2023-08-06 18:01:47,799 semantic_segmentation INFO: Iters: 114080/150000 || Lr: 0.005525 || Task Loss: 0.1640 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:51:32 || Estimated Time: 16:57:30
2023-08-06 18:02:04,593 semantic_segmentation INFO: Iters: 114090/150000 || Lr: 0.005524 || Task Loss: 0.1555 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:51:49 || Estimated Time: 16:57:13
2023-08-06 18:02:21,394 semantic_segmentation INFO: Iters: 114100/150000 || Lr: 0.005523 || Task Loss: 0.3041 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:52:05 || Estimated Time: 16:56:55
2023-08-06 18:02:38,184 semantic_segmentation INFO: Iters: 114110/150000 || Lr: 0.005521 || Task Loss: 0.2281 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:52:22 || Estimated Time: 16:56:38
2023-08-06 18:02:54,999 semantic_segmentation INFO: Iters: 114120/150000 || Lr: 0.005520 || Task Loss: 0.1860 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:52:39 || Estimated Time: 16:56:21
2023-08-06 18:03:11,813 semantic_segmentation INFO: Iters: 114130/150000 || Lr: 0.005518 || Task Loss: 0.2635 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:52:56 || Estimated Time: 16:56:04
2023-08-06 18:03:28,572 semantic_segmentation INFO: Iters: 114140/150000 || Lr: 0.005517 || Task Loss: 0.1587 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:53:13 || Estimated Time: 16:55:47
2023-08-06 18:03:45,435 semantic_segmentation INFO: Iters: 114150/150000 || Lr: 0.005516 || Task Loss: 0.1866 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:53:29 || Estimated Time: 16:55:30
2023-08-06 18:04:02,279 semantic_segmentation INFO: Iters: 114160/150000 || Lr: 0.005514 || Task Loss: 0.2104 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:53:46 || Estimated Time: 16:55:13
2023-08-06 18:04:19,052 semantic_segmentation INFO: Iters: 114170/150000 || Lr: 0.005513 || Task Loss: 0.2000 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:54:03 || Estimated Time: 16:54:56
2023-08-06 18:04:35,855 semantic_segmentation INFO: Iters: 114180/150000 || Lr: 0.005512 || Task Loss: 0.2616 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:54:20 || Estimated Time: 16:54:39
2023-08-06 18:04:52,636 semantic_segmentation INFO: Iters: 114190/150000 || Lr: 0.005510 || Task Loss: 0.1514 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:54:37 || Estimated Time: 16:54:22
2023-08-06 18:05:09,440 semantic_segmentation INFO: Iters: 114200/150000 || Lr: 0.005509 || Task Loss: 0.1644 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:54:53 || Estimated Time: 16:54:05
2023-08-06 18:05:26,220 semantic_segmentation INFO: Iters: 114210/150000 || Lr: 0.005507 || Task Loss: 0.3670 || KD Loss: 0.1252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:55:10 || Estimated Time: 16:53:48
2023-08-06 18:05:43,014 semantic_segmentation INFO: Iters: 114220/150000 || Lr: 0.005506 || Task Loss: 0.3775 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:55:27 || Estimated Time: 16:53:31
2023-08-06 18:05:59,756 semantic_segmentation INFO: Iters: 114230/150000 || Lr: 0.005505 || Task Loss: 0.2170 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:55:44 || Estimated Time: 16:53:14
2023-08-06 18:06:16,518 semantic_segmentation INFO: Iters: 114240/150000 || Lr: 0.005503 || Task Loss: 0.2631 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:56:01 || Estimated Time: 16:52:57
2023-08-06 18:06:33,267 semantic_segmentation INFO: Iters: 114250/150000 || Lr: 0.005502 || Task Loss: 0.2312 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:56:17 || Estimated Time: 16:52:40
2023-08-06 18:06:50,065 semantic_segmentation INFO: Iters: 114260/150000 || Lr: 0.005500 || Task Loss: 0.1950 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:56:34 || Estimated Time: 16:52:23
2023-08-06 18:07:06,784 semantic_segmentation INFO: Iters: 114270/150000 || Lr: 0.005499 || Task Loss: 0.2359 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:56:51 || Estimated Time: 16:52:05
2023-08-06 18:07:23,641 semantic_segmentation INFO: Iters: 114280/150000 || Lr: 0.005498 || Task Loss: 0.2731 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:57:08 || Estimated Time: 16:51:48
2023-08-06 18:07:40,490 semantic_segmentation INFO: Iters: 114290/150000 || Lr: 0.005496 || Task Loss: 0.2995 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:57:25 || Estimated Time: 16:51:31
2023-08-06 18:07:57,277 semantic_segmentation INFO: Iters: 114300/150000 || Lr: 0.005495 || Task Loss: 0.2040 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:57:41 || Estimated Time: 16:51:14
2023-08-06 18:08:14,080 semantic_segmentation INFO: Iters: 114310/150000 || Lr: 0.005494 || Task Loss: 0.2424 || KD Loss: 0.0531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:57:58 || Estimated Time: 16:50:57
2023-08-06 18:08:30,887 semantic_segmentation INFO: Iters: 114320/150000 || Lr: 0.005492 || Task Loss: 0.2112 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:58:15 || Estimated Time: 16:50:40
2023-08-06 18:08:47,743 semantic_segmentation INFO: Iters: 114330/150000 || Lr: 0.005491 || Task Loss: 0.1664 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:58:32 || Estimated Time: 16:50:23
2023-08-06 18:09:04,489 semantic_segmentation INFO: Iters: 114340/150000 || Lr: 0.005489 || Task Loss: 0.1375 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:58:49 || Estimated Time: 16:50:06
2023-08-06 18:09:21,266 semantic_segmentation INFO: Iters: 114350/150000 || Lr: 0.005488 || Task Loss: 0.1838 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:59:05 || Estimated Time: 16:49:49
2023-08-06 18:09:38,057 semantic_segmentation INFO: Iters: 114360/150000 || Lr: 0.005487 || Task Loss: 0.1704 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:59:22 || Estimated Time: 16:49:32
2023-08-06 18:09:54,784 semantic_segmentation INFO: Iters: 114370/150000 || Lr: 0.005485 || Task Loss: 0.1437 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:59:39 || Estimated Time: 16:49:15
2023-08-06 18:10:11,583 semantic_segmentation INFO: Iters: 114380/150000 || Lr: 0.005484 || Task Loss: 0.2617 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 5:59:56 || Estimated Time: 16:48:58
2023-08-06 18:10:28,365 semantic_segmentation INFO: Iters: 114390/150000 || Lr: 0.005482 || Task Loss: 0.1704 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:00:12 || Estimated Time: 16:48:41
2023-08-06 18:10:45,091 semantic_segmentation INFO: Iters: 114400/150000 || Lr: 0.005481 || Task Loss: 0.1777 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:00:29 || Estimated Time: 16:48:24
2023-08-06 18:10:45,168 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 18:10:46,053 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.420
2023-08-06 18:10:46,170 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.513
2023-08-06 18:10:46,289 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.526
2023-08-06 18:10:46,406 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.550
2023-08-06 18:10:46,522 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.542
2023-08-06 18:10:46,644 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.545
2023-08-06 18:10:46,771 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.593
2023-08-06 18:10:46,896 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.626
2023-08-06 18:10:47,020 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.672
2023-08-06 18:10:47,141 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.723
2023-08-06 18:10:47,261 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.732
2023-08-06 18:10:47,382 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.755
2023-08-06 18:10:47,504 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.757
2023-08-06 18:10:47,625 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.747
2023-08-06 18:10:47,744 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.743
2023-08-06 18:10:47,867 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.733
2023-08-06 18:10:47,995 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.735
2023-08-06 18:10:48,115 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.736
2023-08-06 18:10:48,235 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.742
2023-08-06 18:10:48,353 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.748
2023-08-06 18:10:48,478 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.748
2023-08-06 18:10:48,607 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.737
2023-08-06 18:10:48,726 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.736
2023-08-06 18:10:48,846 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-06 18:10:48,965 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 18:10:49,083 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-06 18:10:49,201 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 18:10:49,325 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 18:10:49,452 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 18:10:49,576 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 18:10:49,697 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 18:10:49,817 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-06 18:10:49,941 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 18:10:50,066 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 18:10:50,190 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 18:10:50,310 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 18:10:50,432 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 18:10:50,554 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 18:10:50,677 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-06 18:10:50,798 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 18:10:50,921 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 18:10:51,041 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 18:10:51,166 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 18:10:51,291 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 18:10:51,418 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 18:10:51,540 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 18:10:51,660 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-06 18:10:51,782 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 18:10:51,906 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 18:10:52,028 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 18:10:52,147 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 18:10:52,266 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 18:10:52,392 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 18:10:52,522 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 18:10:52,646 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 18:10:52,771 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 18:10:52,894 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 18:10:53,016 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-06 18:10:53,137 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-06 18:10:53,256 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-06 18:10:53,375 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 18:10:53,492 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-06 18:10:53,616 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 18:10:53,745 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 18:10:53,868 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.763
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2023-08-06 18:11:42,326 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:42,446 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:42,574 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:42,703 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:42,831 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:42,953 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:43,073 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:43,199 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:43,325 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:43,449 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:43,574 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:43,698 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:43,821 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:43,948 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:44,074 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:44,194 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:44,318 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:44,441 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:44,565 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:44,685 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:44,814 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:44,950 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:45,072 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:45,193 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:45,311 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:45,435 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:45,563 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 18:11:45,687 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:45,810 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:45,929 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:46,050 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:46,173 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:46,295 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:46,414 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.728
2023-08-06 18:11:46,531 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.729
2023-08-06 18:11:46,659 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.729
2023-08-06 18:11:46,792 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.729
2023-08-06 18:11:46,913 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.729
2023-08-06 18:11:47,036 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.729
2023-08-06 18:11:47,157 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.729
2023-08-06 18:11:47,277 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.729
2023-08-06 18:12:04,171 semantic_segmentation INFO: Iters: 114410/150000 || Lr: 0.005480 || Task Loss: 0.2137 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:01:48 || Estimated Time: 16:48:26
2023-08-06 18:12:20,952 semantic_segmentation INFO: Iters: 114420/150000 || Lr: 0.005478 || Task Loss: 0.2186 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:02:05 || Estimated Time: 16:48:09
2023-08-06 18:12:37,749 semantic_segmentation INFO: Iters: 114430/150000 || Lr: 0.005477 || Task Loss: 0.1998 || KD Loss: 0.0673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:02:22 || Estimated Time: 16:47:52
2023-08-06 18:12:54,544 semantic_segmentation INFO: Iters: 114440/150000 || Lr: 0.005476 || Task Loss: 0.2406 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:02:39 || Estimated Time: 16:47:35
2023-08-06 18:13:11,321 semantic_segmentation INFO: Iters: 114450/150000 || Lr: 0.005474 || Task Loss: 0.2103 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:02:55 || Estimated Time: 16:47:18
2023-08-06 18:13:28,192 semantic_segmentation INFO: Iters: 114460/150000 || Lr: 0.005473 || Task Loss: 0.2549 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:03:12 || Estimated Time: 16:47:01
2023-08-06 18:13:45,046 semantic_segmentation INFO: Iters: 114470/150000 || Lr: 0.005471 || Task Loss: 0.1720 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:03:29 || Estimated Time: 16:46:44
2023-08-06 18:14:01,889 semantic_segmentation INFO: Iters: 114480/150000 || Lr: 0.005470 || Task Loss: 0.2560 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:03:46 || Estimated Time: 16:46:27
2023-08-06 18:14:18,770 semantic_segmentation INFO: Iters: 114490/150000 || Lr: 0.005469 || Task Loss: 0.2256 || KD Loss: 0.0807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:04:03 || Estimated Time: 16:46:10
2023-08-06 18:14:35,584 semantic_segmentation INFO: Iters: 114500/150000 || Lr: 0.005467 || Task Loss: 0.2458 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:04:20 || Estimated Time: 16:45:52
2023-08-06 18:14:52,654 semantic_segmentation INFO: Iters: 114510/150000 || Lr: 0.005466 || Task Loss: 0.2675 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:04:37 || Estimated Time: 16:45:35
2023-08-06 18:15:09,724 semantic_segmentation INFO: Iters: 114520/150000 || Lr: 0.005464 || Task Loss: 0.2259 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:04:54 || Estimated Time: 16:45:19
2023-08-06 18:15:26,706 semantic_segmentation INFO: Iters: 114530/150000 || Lr: 0.005463 || Task Loss: 0.1842 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:05:11 || Estimated Time: 16:45:02
2023-08-06 18:15:43,627 semantic_segmentation INFO: Iters: 114540/150000 || Lr: 0.005462 || Task Loss: 0.2212 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:05:28 || Estimated Time: 16:44:44
2023-08-06 18:16:00,489 semantic_segmentation INFO: Iters: 114550/150000 || Lr: 0.005460 || Task Loss: 0.1766 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:05:45 || Estimated Time: 16:44:27
2023-08-06 18:16:17,289 semantic_segmentation INFO: Iters: 114560/150000 || Lr: 0.005459 || Task Loss: 0.2055 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:06:01 || Estimated Time: 16:44:10
2023-08-06 18:16:34,084 semantic_segmentation INFO: Iters: 114570/150000 || Lr: 0.005457 || Task Loss: 0.2221 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:06:18 || Estimated Time: 16:43:53
2023-08-06 18:16:50,834 semantic_segmentation INFO: Iters: 114580/150000 || Lr: 0.005456 || Task Loss: 0.1973 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:06:35 || Estimated Time: 16:43:36
2023-08-06 18:17:07,624 semantic_segmentation INFO: Iters: 114590/150000 || Lr: 0.005455 || Task Loss: 0.2530 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:06:52 || Estimated Time: 16:43:19
2023-08-06 18:17:24,380 semantic_segmentation INFO: Iters: 114600/150000 || Lr: 0.005453 || Task Loss: 0.1776 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:07:08 || Estimated Time: 16:43:02
2023-08-06 18:17:41,197 semantic_segmentation INFO: Iters: 114610/150000 || Lr: 0.005452 || Task Loss: 0.2350 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:07:25 || Estimated Time: 16:42:45
2023-08-06 18:17:57,956 semantic_segmentation INFO: Iters: 114620/150000 || Lr: 0.005451 || Task Loss: 0.2161 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:07:42 || Estimated Time: 16:42:28
2023-08-06 18:18:14,776 semantic_segmentation INFO: Iters: 114630/150000 || Lr: 0.005449 || Task Loss: 0.2831 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:07:59 || Estimated Time: 16:42:11
2023-08-06 18:18:31,539 semantic_segmentation INFO: Iters: 114640/150000 || Lr: 0.005448 || Task Loss: 0.2322 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:08:16 || Estimated Time: 16:41:54
2023-08-06 18:18:48,307 semantic_segmentation INFO: Iters: 114650/150000 || Lr: 0.005446 || Task Loss: 0.2557 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:08:32 || Estimated Time: 16:41:37
2023-08-06 18:19:05,023 semantic_segmentation INFO: Iters: 114660/150000 || Lr: 0.005445 || Task Loss: 0.3156 || KD Loss: 0.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:08:49 || Estimated Time: 16:41:20
2023-08-06 18:19:21,818 semantic_segmentation INFO: Iters: 114670/150000 || Lr: 0.005444 || Task Loss: 0.1613 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:09:06 || Estimated Time: 16:41:03
2023-08-06 18:19:38,645 semantic_segmentation INFO: Iters: 114680/150000 || Lr: 0.005442 || Task Loss: 0.3904 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:09:23 || Estimated Time: 16:40:46
2023-08-06 18:19:55,411 semantic_segmentation INFO: Iters: 114690/150000 || Lr: 0.005441 || Task Loss: 0.3069 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:09:39 || Estimated Time: 16:40:28
2023-08-06 18:20:12,198 semantic_segmentation INFO: Iters: 114700/150000 || Lr: 0.005439 || Task Loss: 0.2000 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:09:56 || Estimated Time: 16:40:11
2023-08-06 18:20:29,003 semantic_segmentation INFO: Iters: 114710/150000 || Lr: 0.005438 || Task Loss: 0.2366 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:10:13 || Estimated Time: 16:39:54
2023-08-06 18:20:45,778 semantic_segmentation INFO: Iters: 114720/150000 || Lr: 0.005437 || Task Loss: 0.2260 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:10:30 || Estimated Time: 16:39:37
2023-08-06 18:21:02,562 semantic_segmentation INFO: Iters: 114730/150000 || Lr: 0.005435 || Task Loss: 0.2669 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 16:39:20
2023-08-06 18:21:19,314 semantic_segmentation INFO: Iters: 114740/150000 || Lr: 0.005434 || Task Loss: 0.3171 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:11:03 || Estimated Time: 16:39:03
2023-08-06 18:21:36,099 semantic_segmentation INFO: Iters: 114750/150000 || Lr: 0.005433 || Task Loss: 0.1927 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 16:38:46
2023-08-06 18:21:52,850 semantic_segmentation INFO: Iters: 114760/150000 || Lr: 0.005431 || Task Loss: 0.2195 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:11:37 || Estimated Time: 16:38:29
2023-08-06 18:22:09,708 semantic_segmentation INFO: Iters: 114770/150000 || Lr: 0.005430 || Task Loss: 0.2322 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:11:54 || Estimated Time: 16:38:12
2023-08-06 18:22:26,499 semantic_segmentation INFO: Iters: 114780/150000 || Lr: 0.005428 || Task Loss: 0.2581 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:12:11 || Estimated Time: 16:37:55
2023-08-06 18:22:43,363 semantic_segmentation INFO: Iters: 114790/150000 || Lr: 0.005427 || Task Loss: 0.3828 || KD Loss: 0.1404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:12:27 || Estimated Time: 16:37:38
2023-08-06 18:23:00,167 semantic_segmentation INFO: Iters: 114800/150000 || Lr: 0.005426 || Task Loss: 0.1924 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:12:44 || Estimated Time: 16:37:21
2023-08-06 18:23:16,994 semantic_segmentation INFO: Iters: 114810/150000 || Lr: 0.005424 || Task Loss: 0.2163 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:13:01 || Estimated Time: 16:37:04
2023-08-06 18:23:33,780 semantic_segmentation INFO: Iters: 114820/150000 || Lr: 0.005423 || Task Loss: 0.2330 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:13:18 || Estimated Time: 16:36:47
2023-08-06 18:23:50,574 semantic_segmentation INFO: Iters: 114830/150000 || Lr: 0.005421 || Task Loss: 0.2396 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:13:35 || Estimated Time: 16:36:30
2023-08-06 18:24:07,407 semantic_segmentation INFO: Iters: 114840/150000 || Lr: 0.005420 || Task Loss: 0.3623 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:13:51 || Estimated Time: 16:36:13
2023-08-06 18:24:24,190 semantic_segmentation INFO: Iters: 114850/150000 || Lr: 0.005419 || Task Loss: 0.1096 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:14:08 || Estimated Time: 16:35:55
2023-08-06 18:24:40,954 semantic_segmentation INFO: Iters: 114860/150000 || Lr: 0.005417 || Task Loss: 0.1860 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:14:25 || Estimated Time: 16:35:38
2023-08-06 18:24:57,687 semantic_segmentation INFO: Iters: 114870/150000 || Lr: 0.005416 || Task Loss: 0.1687 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:14:42 || Estimated Time: 16:35:21
2023-08-06 18:25:14,420 semantic_segmentation INFO: Iters: 114880/150000 || Lr: 0.005414 || Task Loss: 0.2228 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:14:58 || Estimated Time: 16:35:04
2023-08-06 18:25:31,179 semantic_segmentation INFO: Iters: 114890/150000 || Lr: 0.005413 || Task Loss: 0.2048 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:15:15 || Estimated Time: 16:34:47
2023-08-06 18:25:47,871 semantic_segmentation INFO: Iters: 114900/150000 || Lr: 0.005412 || Task Loss: 0.1064 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:15:32 || Estimated Time: 16:34:30
2023-08-06 18:26:04,666 semantic_segmentation INFO: Iters: 114910/150000 || Lr: 0.005410 || Task Loss: 0.2595 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:15:49 || Estimated Time: 16:34:13
2023-08-06 18:26:21,400 semantic_segmentation INFO: Iters: 114920/150000 || Lr: 0.005409 || Task Loss: 0.1125 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:16:05 || Estimated Time: 16:33:56
2023-08-06 18:26:38,129 semantic_segmentation INFO: Iters: 114930/150000 || Lr: 0.005408 || Task Loss: 0.2380 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:16:22 || Estimated Time: 16:33:39
2023-08-06 18:26:54,850 semantic_segmentation INFO: Iters: 114940/150000 || Lr: 0.005406 || Task Loss: 0.2475 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:16:39 || Estimated Time: 16:33:22
2023-08-06 18:27:11,623 semantic_segmentation INFO: Iters: 114950/150000 || Lr: 0.005405 || Task Loss: 0.1602 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:16:56 || Estimated Time: 16:33:05
2023-08-06 18:27:28,427 semantic_segmentation INFO: Iters: 114960/150000 || Lr: 0.005403 || Task Loss: 0.2090 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:17:12 || Estimated Time: 16:32:48
2023-08-06 18:27:45,205 semantic_segmentation INFO: Iters: 114970/150000 || Lr: 0.005402 || Task Loss: 0.2076 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:17:29 || Estimated Time: 16:32:31
2023-08-06 18:28:02,004 semantic_segmentation INFO: Iters: 114980/150000 || Lr: 0.005401 || Task Loss: 0.3263 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:17:46 || Estimated Time: 16:32:13
2023-08-06 18:28:18,743 semantic_segmentation INFO: Iters: 114990/150000 || Lr: 0.005399 || Task Loss: 0.0961 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:18:03 || Estimated Time: 16:31:56
2023-08-06 18:28:35,493 semantic_segmentation INFO: Iters: 115000/150000 || Lr: 0.005398 || Task Loss: 0.1854 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:18:20 || Estimated Time: 16:31:39
2023-08-06 18:28:52,282 semantic_segmentation INFO: Iters: 115010/150000 || Lr: 0.005396 || Task Loss: 0.3442 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:18:36 || Estimated Time: 16:31:22
2023-08-06 18:29:09,080 semantic_segmentation INFO: Iters: 115020/150000 || Lr: 0.005395 || Task Loss: 0.2016 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:18:53 || Estimated Time: 16:31:05
2023-08-06 18:29:25,934 semantic_segmentation INFO: Iters: 115030/150000 || Lr: 0.005394 || Task Loss: 0.2026 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:19:10 || Estimated Time: 16:30:48
2023-08-06 18:29:42,771 semantic_segmentation INFO: Iters: 115040/150000 || Lr: 0.005392 || Task Loss: 0.2290 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:19:27 || Estimated Time: 16:30:31
2023-08-06 18:29:59,556 semantic_segmentation INFO: Iters: 115050/150000 || Lr: 0.005391 || Task Loss: 0.2116 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:19:44 || Estimated Time: 16:30:14
2023-08-06 18:30:16,431 semantic_segmentation INFO: Iters: 115060/150000 || Lr: 0.005390 || Task Loss: 0.1234 || KD Loss: 0.0243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:20:00 || Estimated Time: 16:29:57
2023-08-06 18:30:33,305 semantic_segmentation INFO: Iters: 115070/150000 || Lr: 0.005388 || Task Loss: 0.2996 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:20:17 || Estimated Time: 16:29:40
2023-08-06 18:30:50,168 semantic_segmentation INFO: Iters: 115080/150000 || Lr: 0.005387 || Task Loss: 0.2567 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:20:34 || Estimated Time: 16:29:23
2023-08-06 18:31:07,001 semantic_segmentation INFO: Iters: 115090/150000 || Lr: 0.005385 || Task Loss: 0.3228 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:20:51 || Estimated Time: 16:29:06
2023-08-06 18:31:23,945 semantic_segmentation INFO: Iters: 115100/150000 || Lr: 0.005384 || Task Loss: 0.1451 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:21:08 || Estimated Time: 16:28:49
2023-08-06 18:31:40,806 semantic_segmentation INFO: Iters: 115110/150000 || Lr: 0.005383 || Task Loss: 0.1709 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:21:25 || Estimated Time: 16:28:32
2023-08-06 18:31:57,629 semantic_segmentation INFO: Iters: 115120/150000 || Lr: 0.005381 || Task Loss: 0.2164 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:21:42 || Estimated Time: 16:28:15
2023-08-06 18:32:14,530 semantic_segmentation INFO: Iters: 115130/150000 || Lr: 0.005380 || Task Loss: 0.1895 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:21:59 || Estimated Time: 16:27:58
2023-08-06 18:32:31,351 semantic_segmentation INFO: Iters: 115140/150000 || Lr: 0.005378 || Task Loss: 0.1895 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:22:15 || Estimated Time: 16:27:41
2023-08-06 18:32:48,133 semantic_segmentation INFO: Iters: 115150/150000 || Lr: 0.005377 || Task Loss: 0.2300 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:22:32 || Estimated Time: 16:27:24
2023-08-06 18:33:04,897 semantic_segmentation INFO: Iters: 115160/150000 || Lr: 0.005376 || Task Loss: 0.2416 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:22:49 || Estimated Time: 16:27:07
2023-08-06 18:33:21,654 semantic_segmentation INFO: Iters: 115170/150000 || Lr: 0.005374 || Task Loss: 0.2144 || KD Loss: 0.0842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:23:06 || Estimated Time: 16:26:49
2023-08-06 18:33:38,350 semantic_segmentation INFO: Iters: 115180/150000 || Lr: 0.005373 || Task Loss: 0.2320 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:23:22 || Estimated Time: 16:26:32
2023-08-06 18:33:55,148 semantic_segmentation INFO: Iters: 115190/150000 || Lr: 0.005371 || Task Loss: 0.1474 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:23:39 || Estimated Time: 16:26:15
2023-08-06 18:34:11,944 semantic_segmentation INFO: Iters: 115200/150000 || Lr: 0.005370 || Task Loss: 0.2097 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:23:56 || Estimated Time: 16:25:58
2023-08-06 18:34:12,024 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 18:34:12,830 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.407
2023-08-06 18:34:12,967 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.502
2023-08-06 18:34:13,094 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.518
2023-08-06 18:34:13,219 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.544
2023-08-06 18:34:13,348 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.537
2023-08-06 18:34:13,469 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.538
2023-08-06 18:34:13,589 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.579
2023-08-06 18:34:13,709 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.613
2023-08-06 18:34:13,836 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.662
2023-08-06 18:34:13,971 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.711
2023-08-06 18:34:14,091 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.720
2023-08-06 18:34:14,210 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.749
2023-08-06 18:34:14,330 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.755
2023-08-06 18:34:14,454 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.747
2023-08-06 18:34:14,581 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.728
2023-08-06 18:34:14,708 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.719
2023-08-06 18:34:14,834 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.720
2023-08-06 18:34:14,957 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.726
2023-08-06 18:34:15,079 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.732
2023-08-06 18:34:15,200 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.739
2023-08-06 18:34:15,322 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.741
2023-08-06 18:34:15,443 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-06 18:34:15,562 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-06 18:34:15,689 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-06 18:34:15,820 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.772
2023-08-06 18:34:15,943 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-06 18:34:16,070 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-06 18:34:16,194 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-06 18:34:16,315 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 18:34:16,435 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 18:34:16,558 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 18:34:16,680 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 18:34:16,800 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 18:34:16,924 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 18:34:17,052 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 18:34:17,177 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 18:34:17,299 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 18:34:17,418 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-06 18:34:17,539 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-06 18:34:17,661 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 18:34:17,781 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-06 18:34:17,900 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-06 18:34:18,019 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-06 18:34:18,147 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 18:34:18,279 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-06 18:34:18,402 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 18:34:18,527 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.732
2023-08-06 18:34:18,650 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 18:34:18,769 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 18:34:18,888 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 18:34:19,007 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 18:34:19,127 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 18:34:19,244 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 18:34:19,368 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 18:34:19,495 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-06 18:34:19,619 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 18:34:19,742 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 18:34:19,865 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 18:34:19,985 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-06 18:34:20,105 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 18:34:20,224 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 18:34:20,343 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-06 18:34:20,460 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 18:34:20,582 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 18:34:20,706 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-06 18:34:20,829 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 18:34:20,951 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-06 18:34:21,072 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 18:34:21,191 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-06 18:34:21,310 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 18:34:21,433 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 18:34:21,557 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 18:34:21,679 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 18:34:21,798 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 18:34:21,914 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 18:34:22,039 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 18:34:22,169 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 18:34:22,291 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 18:34:22,414 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 18:34:22,537 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 18:34:22,658 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 18:34:22,776 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-06 18:34:22,896 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 18:34:23,015 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 18:34:23,134 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-06 18:34:23,261 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-06 18:34:23,394 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-06 18:34:23,516 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-06 18:34:23,637 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-06 18:34:23,756 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-06 18:34:23,878 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 18:34:24,002 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:24,126 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 18:34:24,248 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:24,367 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 18:34:24,492 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-06 18:34:24,624 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:24,744 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-06 18:34:24,867 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-06 18:34:24,988 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-06 18:34:25,109 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 18:34:25,230 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 18:34:25,352 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 18:34:25,474 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 18:34:25,593 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-06 18:34:25,715 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-06 18:34:25,841 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-06 18:34:25,966 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 18:34:26,091 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 18:34:26,213 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 18:34:26,334 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 18:34:26,455 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 18:34:26,578 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 18:34:26,699 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 18:34:26,817 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 18:34:26,945 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 18:34:27,078 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 18:34:27,202 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-06 18:34:27,326 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 18:34:27,451 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 18:34:27,571 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-06 18:34:27,694 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 18:34:27,817 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-06 18:34:27,940 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-06 18:34:28,060 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-06 18:34:28,188 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 18:34:28,319 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-06 18:34:28,442 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-06 18:34:28,567 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-06 18:34:28,690 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-06 18:34:28,815 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-06 18:34:28,939 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-06 18:34:29,061 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:29,188 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:29,318 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-06 18:34:29,440 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 18:34:29,563 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 18:34:29,684 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 18:34:29,815 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 18:34:29,952 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:30,074 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:30,195 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:30,316 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 18:34:30,438 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 18:34:30,562 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 18:34:30,686 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:30,807 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:30,924 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:31,048 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 18:34:31,177 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 18:34:31,300 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:31,424 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:31,546 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:31,665 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:31,788 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-06 18:34:31,907 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-06 18:34:32,028 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-06 18:34:32,148 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:32,272 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-06 18:34:32,399 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-06 18:34:32,524 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 18:34:32,649 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.948, mIoU: 0.748
2023-08-06 18:34:32,771 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 18:34:32,890 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 18:34:33,009 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 18:34:33,128 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 18:34:33,248 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 18:34:33,367 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 18:34:33,492 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-06 18:34:33,621 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 18:34:33,742 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 18:34:33,866 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 18:34:33,986 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 18:34:34,107 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 18:34:34,226 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 18:34:34,351 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.949, mIoU: 0.746
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2023-08-06 18:34:58,326 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 18:34:58,445 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 18:34:58,564 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 18:34:58,689 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 18:34:58,819 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 18:34:58,943 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 18:34:59,067 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 18:34:59,189 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 18:34:59,311 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 18:34:59,433 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 18:34:59,554 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 18:34:59,673 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 18:34:59,790 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 18:34:59,918 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 18:35:00,053 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 18:35:00,176 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 18:35:00,298 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 18:35:00,417 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 18:35:00,542 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 18:35:00,667 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 18:35:00,791 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 18:35:00,911 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 18:35:01,028 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:01,154 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:01,284 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:01,408 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:01,532 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:01,653 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:01,773 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:01,892 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:02,011 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:02,132 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:02,250 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:02,375 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:02,501 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:02,628 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:02,756 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:02,879 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:02,999 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 18:35:03,118 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 18:35:03,238 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 18:35:03,357 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 18:35:03,475 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 18:35:03,600 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 18:35:03,731 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 18:35:03,854 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 18:35:03,978 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 18:35:04,101 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 18:35:04,227 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 18:35:04,350 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:04,475 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:04,597 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:04,716 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:04,840 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:04,970 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:05,095 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:05,219 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:05,339 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:05,460 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:05,580 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:05,699 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:05,817 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:05,936 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:06,064 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:06,198 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:06,319 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:06,445 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:06,572 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:06,693 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 18:35:06,815 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:06,938 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:07,061 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:07,181 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:07,306 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:07,435 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:07,561 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:07,685 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:07,806 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:07,934 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:08,064 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:08,193 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:08,315 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:08,436 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 18:35:08,559 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 18:35:08,680 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 18:35:08,800 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 18:35:08,929 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 18:35:09,065 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 18:35:09,186 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:09,308 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:09,428 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:09,554 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:09,683 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:09,809 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:09,933 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:10,057 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 18:35:10,183 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:10,310 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:10,436 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:10,558 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 18:35:10,684 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 18:35:10,807 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:10,929 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:11,044 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:11,172 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:11,303 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:11,426 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:11,547 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:11,668 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:11,792 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:11,918 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:12,044 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:12,169 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:12,291 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:12,411 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:12,532 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:12,652 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:12,771 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:12,888 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 18:35:13,012 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:13,141 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:13,263 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:13,384 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:13,505 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:13,623 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:13,741 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:13,867 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:13,994 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:14,118 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 18:35:30,930 semantic_segmentation INFO: Iters: 115210/150000 || Lr: 0.005369 || Task Loss: 0.2104 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:25:15 || Estimated Time: 16:26:00
2023-08-06 18:35:47,725 semantic_segmentation INFO: Iters: 115220/150000 || Lr: 0.005367 || Task Loss: 0.2468 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:25:32 || Estimated Time: 16:25:43
2023-08-06 18:36:04,527 semantic_segmentation INFO: Iters: 115230/150000 || Lr: 0.005366 || Task Loss: 0.2087 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:25:49 || Estimated Time: 16:25:26
2023-08-06 18:36:21,252 semantic_segmentation INFO: Iters: 115240/150000 || Lr: 0.005365 || Task Loss: 0.2361 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:26:05 || Estimated Time: 16:25:09
2023-08-06 18:36:37,982 semantic_segmentation INFO: Iters: 115250/150000 || Lr: 0.005363 || Task Loss: 0.2749 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:26:22 || Estimated Time: 16:24:52
2023-08-06 18:36:54,749 semantic_segmentation INFO: Iters: 115260/150000 || Lr: 0.005362 || Task Loss: 0.2118 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:26:39 || Estimated Time: 16:24:35
2023-08-06 18:37:11,508 semantic_segmentation INFO: Iters: 115270/150000 || Lr: 0.005360 || Task Loss: 0.3720 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:26:56 || Estimated Time: 16:24:18
2023-08-06 18:37:28,283 semantic_segmentation INFO: Iters: 115280/150000 || Lr: 0.005359 || Task Loss: 0.2249 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:27:12 || Estimated Time: 16:24:00
2023-08-06 18:37:45,056 semantic_segmentation INFO: Iters: 115290/150000 || Lr: 0.005358 || Task Loss: 0.1802 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:27:29 || Estimated Time: 16:23:43
2023-08-06 18:38:01,854 semantic_segmentation INFO: Iters: 115300/150000 || Lr: 0.005356 || Task Loss: 0.1785 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:27:46 || Estimated Time: 16:23:26
2023-08-06 18:38:18,646 semantic_segmentation INFO: Iters: 115310/150000 || Lr: 0.005355 || Task Loss: 0.2091 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:28:03 || Estimated Time: 16:23:09
2023-08-06 18:38:35,438 semantic_segmentation INFO: Iters: 115320/150000 || Lr: 0.005353 || Task Loss: 0.1085 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:28:19 || Estimated Time: 16:22:52
2023-08-06 18:38:52,183 semantic_segmentation INFO: Iters: 115330/150000 || Lr: 0.005352 || Task Loss: 0.1719 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:28:36 || Estimated Time: 16:22:35
2023-08-06 18:39:08,968 semantic_segmentation INFO: Iters: 115340/150000 || Lr: 0.005351 || Task Loss: 0.1803 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:28:53 || Estimated Time: 16:22:18
2023-08-06 18:39:25,757 semantic_segmentation INFO: Iters: 115350/150000 || Lr: 0.005349 || Task Loss: 0.1513 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:29:10 || Estimated Time: 16:22:01
2023-08-06 18:39:42,825 semantic_segmentation INFO: Iters: 115360/150000 || Lr: 0.005348 || Task Loss: 0.2048 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:29:27 || Estimated Time: 16:21:44
2023-08-06 18:39:59,766 semantic_segmentation INFO: Iters: 115370/150000 || Lr: 0.005346 || Task Loss: 0.3331 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:29:44 || Estimated Time: 16:21:27
2023-08-06 18:40:16,521 semantic_segmentation INFO: Iters: 115380/150000 || Lr: 0.005345 || Task Loss: 0.2165 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:30:01 || Estimated Time: 16:21:10
2023-08-06 18:40:33,300 semantic_segmentation INFO: Iters: 115390/150000 || Lr: 0.005344 || Task Loss: 0.2030 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:30:17 || Estimated Time: 16:20:53
2023-08-06 18:40:50,064 semantic_segmentation INFO: Iters: 115400/150000 || Lr: 0.005342 || Task Loss: 0.2376 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:30:34 || Estimated Time: 16:20:36
2023-08-06 18:41:06,887 semantic_segmentation INFO: Iters: 115410/150000 || Lr: 0.005341 || Task Loss: 0.2252 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:30:51 || Estimated Time: 16:20:19
2023-08-06 18:41:23,655 semantic_segmentation INFO: Iters: 115420/150000 || Lr: 0.005340 || Task Loss: 0.1430 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:31:08 || Estimated Time: 16:20:02
2023-08-06 18:41:40,445 semantic_segmentation INFO: Iters: 115430/150000 || Lr: 0.005338 || Task Loss: 0.2056 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:31:24 || Estimated Time: 16:19:45
2023-08-06 18:41:57,298 semantic_segmentation INFO: Iters: 115440/150000 || Lr: 0.005337 || Task Loss: 0.1478 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:31:41 || Estimated Time: 16:19:27
2023-08-06 18:42:14,112 semantic_segmentation INFO: Iters: 115450/150000 || Lr: 0.005335 || Task Loss: 0.2232 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:31:58 || Estimated Time: 16:19:10
2023-08-06 18:42:30,929 semantic_segmentation INFO: Iters: 115460/150000 || Lr: 0.005334 || Task Loss: 0.1785 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:32:15 || Estimated Time: 16:18:53
2023-08-06 18:42:47,680 semantic_segmentation INFO: Iters: 115470/150000 || Lr: 0.005333 || Task Loss: 0.3035 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:32:32 || Estimated Time: 16:18:36
2023-08-06 18:43:04,455 semantic_segmentation INFO: Iters: 115480/150000 || Lr: 0.005331 || Task Loss: 0.1919 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:32:48 || Estimated Time: 16:18:19
2023-08-06 18:43:21,201 semantic_segmentation INFO: Iters: 115490/150000 || Lr: 0.005330 || Task Loss: 0.1429 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:33:05 || Estimated Time: 16:18:02
2023-08-06 18:43:37,990 semantic_segmentation INFO: Iters: 115500/150000 || Lr: 0.005328 || Task Loss: 0.3779 || KD Loss: 0.2225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:33:22 || Estimated Time: 16:17:45
2023-08-06 18:43:54,800 semantic_segmentation INFO: Iters: 115510/150000 || Lr: 0.005327 || Task Loss: 0.3011 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:33:39 || Estimated Time: 16:17:28
2023-08-06 18:44:11,574 semantic_segmentation INFO: Iters: 115520/150000 || Lr: 0.005326 || Task Loss: 0.1728 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:33:56 || Estimated Time: 16:17:11
2023-08-06 18:44:28,320 semantic_segmentation INFO: Iters: 115530/150000 || Lr: 0.005324 || Task Loss: 0.1957 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:34:12 || Estimated Time: 16:16:54
2023-08-06 18:44:45,103 semantic_segmentation INFO: Iters: 115540/150000 || Lr: 0.005323 || Task Loss: 0.2077 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:34:29 || Estimated Time: 16:16:37
2023-08-06 18:45:01,833 semantic_segmentation INFO: Iters: 115550/150000 || Lr: 0.005321 || Task Loss: 0.1665 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:34:46 || Estimated Time: 16:16:20
2023-08-06 18:45:18,581 semantic_segmentation INFO: Iters: 115560/150000 || Lr: 0.005320 || Task Loss: 0.2158 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:35:03 || Estimated Time: 16:16:03
2023-08-06 18:45:35,303 semantic_segmentation INFO: Iters: 115570/150000 || Lr: 0.005319 || Task Loss: 0.2084 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:35:19 || Estimated Time: 16:15:45
2023-08-06 18:45:52,073 semantic_segmentation INFO: Iters: 115580/150000 || Lr: 0.005317 || Task Loss: 0.1374 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:35:36 || Estimated Time: 16:15:28
2023-08-06 18:46:08,866 semantic_segmentation INFO: Iters: 115590/150000 || Lr: 0.005316 || Task Loss: 0.3464 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:35:53 || Estimated Time: 16:15:11
2023-08-06 18:46:25,709 semantic_segmentation INFO: Iters: 115600/150000 || Lr: 0.005314 || Task Loss: 0.3380 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 16:14:54
2023-08-06 18:46:42,520 semantic_segmentation INFO: Iters: 115610/150000 || Lr: 0.005313 || Task Loss: 0.2285 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 16:14:37
2023-08-06 18:46:59,268 semantic_segmentation INFO: Iters: 115620/150000 || Lr: 0.005312 || Task Loss: 0.1681 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 16:14:20
2023-08-06 18:47:16,155 semantic_segmentation INFO: Iters: 115630/150000 || Lr: 0.005310 || Task Loss: 0.2183 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 16:14:03
2023-08-06 18:47:33,042 semantic_segmentation INFO: Iters: 115640/150000 || Lr: 0.005309 || Task Loss: 0.1897 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:37:17 || Estimated Time: 16:13:46
2023-08-06 18:47:49,900 semantic_segmentation INFO: Iters: 115650/150000 || Lr: 0.005308 || Task Loss: 0.4804 || KD Loss: 0.1916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:37:34 || Estimated Time: 16:13:29
2023-08-06 18:48:06,949 semantic_segmentation INFO: Iters: 115660/150000 || Lr: 0.005306 || Task Loss: 0.2048 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:37:51 || Estimated Time: 16:13:12
2023-08-06 18:48:23,888 semantic_segmentation INFO: Iters: 115670/150000 || Lr: 0.005305 || Task Loss: 0.1833 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:38:08 || Estimated Time: 16:12:55
2023-08-06 18:48:40,769 semantic_segmentation INFO: Iters: 115680/150000 || Lr: 0.005303 || Task Loss: 0.1203 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:38:25 || Estimated Time: 16:12:38
2023-08-06 18:48:57,674 semantic_segmentation INFO: Iters: 115690/150000 || Lr: 0.005302 || Task Loss: 0.1949 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:38:42 || Estimated Time: 16:12:21
2023-08-06 18:49:14,538 semantic_segmentation INFO: Iters: 115700/150000 || Lr: 0.005301 || Task Loss: 0.1571 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:38:59 || Estimated Time: 16:12:04
2023-08-06 18:49:31,374 semantic_segmentation INFO: Iters: 115710/150000 || Lr: 0.005299 || Task Loss: 0.2061 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:39:15 || Estimated Time: 16:11:47
2023-08-06 18:49:48,207 semantic_segmentation INFO: Iters: 115720/150000 || Lr: 0.005298 || Task Loss: 0.2377 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:39:32 || Estimated Time: 16:11:30
2023-08-06 18:50:05,089 semantic_segmentation INFO: Iters: 115730/150000 || Lr: 0.005296 || Task Loss: 0.1845 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:39:49 || Estimated Time: 16:11:13
2023-08-06 18:50:21,926 semantic_segmentation INFO: Iters: 115740/150000 || Lr: 0.005295 || Task Loss: 0.1718 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:40:06 || Estimated Time: 16:10:56
2023-08-06 18:50:38,705 semantic_segmentation INFO: Iters: 115750/150000 || Lr: 0.005294 || Task Loss: 0.2910 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:40:23 || Estimated Time: 16:10:39
2023-08-06 18:50:55,576 semantic_segmentation INFO: Iters: 115760/150000 || Lr: 0.005292 || Task Loss: 0.2087 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:40:40 || Estimated Time: 16:10:22
2023-08-06 18:51:12,351 semantic_segmentation INFO: Iters: 115770/150000 || Lr: 0.005291 || Task Loss: 0.4341 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:40:56 || Estimated Time: 16:10:04
2023-08-06 18:51:29,163 semantic_segmentation INFO: Iters: 115780/150000 || Lr: 0.005289 || Task Loss: 0.4322 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:41:13 || Estimated Time: 16:09:47
2023-08-06 18:51:45,952 semantic_segmentation INFO: Iters: 115790/150000 || Lr: 0.005288 || Task Loss: 0.1971 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:41:30 || Estimated Time: 16:09:30
2023-08-06 18:52:02,752 semantic_segmentation INFO: Iters: 115800/150000 || Lr: 0.005287 || Task Loss: 0.1240 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:41:47 || Estimated Time: 16:09:13
2023-08-06 18:52:19,540 semantic_segmentation INFO: Iters: 115810/150000 || Lr: 0.005285 || Task Loss: 0.1729 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:42:04 || Estimated Time: 16:08:56
2023-08-06 18:52:36,333 semantic_segmentation INFO: Iters: 115820/150000 || Lr: 0.005284 || Task Loss: 0.1862 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:42:20 || Estimated Time: 16:08:39
2023-08-06 18:52:53,138 semantic_segmentation INFO: Iters: 115830/150000 || Lr: 0.005283 || Task Loss: 0.2619 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:42:37 || Estimated Time: 16:08:22
2023-08-06 18:53:09,919 semantic_segmentation INFO: Iters: 115840/150000 || Lr: 0.005281 || Task Loss: 0.1660 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:42:54 || Estimated Time: 16:08:05
2023-08-06 18:53:26,738 semantic_segmentation INFO: Iters: 115850/150000 || Lr: 0.005280 || Task Loss: 0.1866 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:43:11 || Estimated Time: 16:07:48
2023-08-06 18:53:43,518 semantic_segmentation INFO: Iters: 115860/150000 || Lr: 0.005278 || Task Loss: 0.2226 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:43:28 || Estimated Time: 16:07:31
2023-08-06 18:54:00,361 semantic_segmentation INFO: Iters: 115870/150000 || Lr: 0.005277 || Task Loss: 0.1797 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:43:44 || Estimated Time: 16:07:14
2023-08-06 18:54:17,119 semantic_segmentation INFO: Iters: 115880/150000 || Lr: 0.005276 || Task Loss: 0.2174 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:44:01 || Estimated Time: 16:06:57
2023-08-06 18:54:33,947 semantic_segmentation INFO: Iters: 115890/150000 || Lr: 0.005274 || Task Loss: 0.1688 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:44:18 || Estimated Time: 16:06:40
2023-08-06 18:54:50,708 semantic_segmentation INFO: Iters: 115900/150000 || Lr: 0.005273 || Task Loss: 0.1757 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:44:35 || Estimated Time: 16:06:23
2023-08-06 18:55:07,548 semantic_segmentation INFO: Iters: 115910/150000 || Lr: 0.005271 || Task Loss: 0.1186 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:44:52 || Estimated Time: 16:06:06
2023-08-06 18:55:24,334 semantic_segmentation INFO: Iters: 115920/150000 || Lr: 0.005270 || Task Loss: 0.1542 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:45:08 || Estimated Time: 16:05:49
2023-08-06 18:55:41,131 semantic_segmentation INFO: Iters: 115930/150000 || Lr: 0.005269 || Task Loss: 0.3350 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:45:25 || Estimated Time: 16:05:31
2023-08-06 18:55:57,877 semantic_segmentation INFO: Iters: 115940/150000 || Lr: 0.005267 || Task Loss: 0.2173 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:45:42 || Estimated Time: 16:05:14
2023-08-06 18:56:14,658 semantic_segmentation INFO: Iters: 115950/150000 || Lr: 0.005266 || Task Loss: 0.1293 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:45:59 || Estimated Time: 16:04:57
2023-08-06 18:56:31,442 semantic_segmentation INFO: Iters: 115960/150000 || Lr: 0.005264 || Task Loss: 0.1788 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:46:15 || Estimated Time: 16:04:40
2023-08-06 18:56:48,211 semantic_segmentation INFO: Iters: 115970/150000 || Lr: 0.005263 || Task Loss: 0.2629 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:46:32 || Estimated Time: 16:04:23
2023-08-06 18:57:04,922 semantic_segmentation INFO: Iters: 115980/150000 || Lr: 0.005262 || Task Loss: 0.1220 || KD Loss: 0.0235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:46:49 || Estimated Time: 16:04:06
2023-08-06 18:57:21,678 semantic_segmentation INFO: Iters: 115990/150000 || Lr: 0.005260 || Task Loss: 0.2127 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:47:06 || Estimated Time: 16:03:49
2023-08-06 18:57:38,434 semantic_segmentation INFO: Iters: 116000/150000 || Lr: 0.005259 || Task Loss: 0.2905 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:47:22 || Estimated Time: 16:03:32
2023-08-06 18:57:38,514 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 18:57:39,295 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.407
2023-08-06 18:57:39,440 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.507
2023-08-06 18:57:39,560 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.521
2023-08-06 18:57:39,678 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.545
2023-08-06 18:57:39,801 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.538
2023-08-06 18:57:39,923 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.539
2023-08-06 18:57:40,041 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.572
2023-08-06 18:57:40,164 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.609
2023-08-06 18:57:40,290 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.658
2023-08-06 18:57:40,412 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.704
2023-08-06 18:57:40,534 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.708
2023-08-06 18:57:40,654 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.733
2023-08-06 18:57:40,777 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.737
2023-08-06 18:57:40,903 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.731
2023-08-06 18:57:41,024 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.730
2023-08-06 18:57:41,146 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.722
2023-08-06 18:57:41,266 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.724
2023-08-06 18:57:41,392 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.729
2023-08-06 18:57:41,526 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.735
2023-08-06 18:57:41,644 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.742
2023-08-06 18:57:41,763 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.742
2023-08-06 18:57:41,881 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.738
2023-08-06 18:57:42,000 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.736
2023-08-06 18:57:42,118 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 18:57:42,240 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-06 18:57:42,363 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 18:57:42,487 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 18:57:42,608 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 18:57:42,728 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 18:57:42,849 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 18:57:42,968 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 18:57:43,086 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 18:57:43,206 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 18:57:43,324 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 18:57:43,451 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 18:57:43,581 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 18:57:43,700 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 18:57:43,822 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 18:57:43,942 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 18:57:44,061 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 18:57:44,183 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 18:57:44,307 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 18:57:44,430 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 18:57:44,553 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 18:57:44,674 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 18:57:44,798 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 18:57:44,923 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 18:57:45,046 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-06 18:57:45,164 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 18:57:45,289 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 18:57:45,419 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 18:57:45,539 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 18:57:45,659 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 18:57:45,777 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 18:57:45,903 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-06 18:57:46,032 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-06 18:57:46,153 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-06 18:57:46,275 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 18:57:46,395 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 18:57:46,517 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-06 18:57:46,640 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 18:57:46,766 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-06 18:57:46,890 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-06 18:57:47,009 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-06 18:57:47,131 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-06 18:57:47,255 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-06 18:57:47,378 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-06 18:57:47,500 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-06 18:57:47,617 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-06 18:57:47,744 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-06 18:57:47,877 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-06 18:57:47,995 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-06 18:57:48,113 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-06 18:57:48,231 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-06 18:57:48,350 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-06 18:57:48,469 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-06 18:57:48,595 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-06 18:57:48,721 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-06 18:57:48,843 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-06 18:57:48,966 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-06 18:57:49,090 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-06 18:57:49,212 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-06 18:57:49,334 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-06 18:57:49,454 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-06 18:57:49,577 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-06 18:57:49,702 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 18:57:49,821 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.758
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2023-08-06 18:58:18,327 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.948, mIoU: 0.722
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2023-08-06 18:58:38,127 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 18:58:38,248 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 18:58:38,368 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 18:58:38,488 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 18:58:38,605 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 18:58:38,730 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:38,859 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:38,980 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:39,101 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:39,223 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:39,343 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:39,462 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:39,587 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:39,712 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:39,837 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:39,961 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:40,085 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:40,207 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:40,329 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:40,448 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 18:58:57,318 semantic_segmentation INFO: Iters: 116010/150000 || Lr: 0.005257 || Task Loss: 0.0952 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:48:41 || Estimated Time: 16:03:33
2023-08-06 18:59:14,022 semantic_segmentation INFO: Iters: 116020/150000 || Lr: 0.005256 || Task Loss: 0.1313 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:48:58 || Estimated Time: 16:03:16
2023-08-06 18:59:30,776 semantic_segmentation INFO: Iters: 116030/150000 || Lr: 0.005255 || Task Loss: 0.2609 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:49:15 || Estimated Time: 16:02:59
2023-08-06 18:59:47,530 semantic_segmentation INFO: Iters: 116040/150000 || Lr: 0.005253 || Task Loss: 0.1498 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:49:32 || Estimated Time: 16:02:42
2023-08-06 19:00:04,298 semantic_segmentation INFO: Iters: 116050/150000 || Lr: 0.005252 || Task Loss: 0.2316 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:49:48 || Estimated Time: 16:02:25
2023-08-06 19:00:21,091 semantic_segmentation INFO: Iters: 116060/150000 || Lr: 0.005250 || Task Loss: 0.2535 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:50:05 || Estimated Time: 16:02:08
2023-08-06 19:00:37,825 semantic_segmentation INFO: Iters: 116070/150000 || Lr: 0.005249 || Task Loss: 0.1856 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:50:22 || Estimated Time: 16:01:51
2023-08-06 19:00:54,570 semantic_segmentation INFO: Iters: 116080/150000 || Lr: 0.005248 || Task Loss: 0.1988 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:50:39 || Estimated Time: 16:01:33
2023-08-06 19:01:11,332 semantic_segmentation INFO: Iters: 116090/150000 || Lr: 0.005246 || Task Loss: 0.2030 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:50:55 || Estimated Time: 16:01:16
2023-08-06 19:01:28,074 semantic_segmentation INFO: Iters: 116100/150000 || Lr: 0.005245 || Task Loss: 0.1951 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:51:12 || Estimated Time: 16:00:59
2023-08-06 19:01:44,882 semantic_segmentation INFO: Iters: 116110/150000 || Lr: 0.005244 || Task Loss: 0.2289 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:51:29 || Estimated Time: 16:00:42
2023-08-06 19:02:01,651 semantic_segmentation INFO: Iters: 116120/150000 || Lr: 0.005242 || Task Loss: 0.3055 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:51:46 || Estimated Time: 16:00:25
2023-08-06 19:02:18,396 semantic_segmentation INFO: Iters: 116130/150000 || Lr: 0.005241 || Task Loss: 0.2720 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:52:02 || Estimated Time: 16:00:08
2023-08-06 19:02:35,182 semantic_segmentation INFO: Iters: 116140/150000 || Lr: 0.005239 || Task Loss: 0.3150 || KD Loss: 0.0932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:52:19 || Estimated Time: 15:59:51
2023-08-06 19:02:51,981 semantic_segmentation INFO: Iters: 116150/150000 || Lr: 0.005238 || Task Loss: 0.2247 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:52:36 || Estimated Time: 15:59:34
2023-08-06 19:03:08,875 semantic_segmentation INFO: Iters: 116160/150000 || Lr: 0.005237 || Task Loss: 0.2436 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:52:53 || Estimated Time: 15:59:17
2023-08-06 19:03:25,702 semantic_segmentation INFO: Iters: 116170/150000 || Lr: 0.005235 || Task Loss: 0.1866 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:53:10 || Estimated Time: 15:59:00
2023-08-06 19:03:42,546 semantic_segmentation INFO: Iters: 116180/150000 || Lr: 0.005234 || Task Loss: 0.1766 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:53:27 || Estimated Time: 15:58:43
2023-08-06 19:03:59,355 semantic_segmentation INFO: Iters: 116190/150000 || Lr: 0.005232 || Task Loss: 0.2491 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:53:43 || Estimated Time: 15:58:26
2023-08-06 19:04:16,338 semantic_segmentation INFO: Iters: 116200/150000 || Lr: 0.005231 || Task Loss: 0.2980 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:54:00 || Estimated Time: 15:58:09
2023-08-06 19:04:33,379 semantic_segmentation INFO: Iters: 116210/150000 || Lr: 0.005230 || Task Loss: 0.2175 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:54:17 || Estimated Time: 15:57:52
2023-08-06 19:04:50,414 semantic_segmentation INFO: Iters: 116220/150000 || Lr: 0.005228 || Task Loss: 0.2437 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:54:34 || Estimated Time: 15:57:35
2023-08-06 19:05:07,337 semantic_segmentation INFO: Iters: 116230/150000 || Lr: 0.005227 || Task Loss: 0.4661 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:54:51 || Estimated Time: 15:57:18
2023-08-06 19:05:24,178 semantic_segmentation INFO: Iters: 116240/150000 || Lr: 0.005225 || Task Loss: 0.1633 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:55:08 || Estimated Time: 15:57:01
2023-08-06 19:05:40,998 semantic_segmentation INFO: Iters: 116250/150000 || Lr: 0.005224 || Task Loss: 0.1925 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:55:25 || Estimated Time: 15:56:44
2023-08-06 19:05:57,899 semantic_segmentation INFO: Iters: 116260/150000 || Lr: 0.005223 || Task Loss: 0.1587 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:55:42 || Estimated Time: 15:56:26
2023-08-06 19:06:14,721 semantic_segmentation INFO: Iters: 116270/150000 || Lr: 0.005221 || Task Loss: 0.1802 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:55:59 || Estimated Time: 15:56:09
2023-08-06 19:06:31,574 semantic_segmentation INFO: Iters: 116280/150000 || Lr: 0.005220 || Task Loss: 0.2965 || KD Loss: 0.0816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:56:16 || Estimated Time: 15:55:52
2023-08-06 19:06:48,498 semantic_segmentation INFO: Iters: 116290/150000 || Lr: 0.005218 || Task Loss: 0.1936 || KD Loss: 0.0274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:56:33 || Estimated Time: 15:55:35
2023-08-06 19:07:05,292 semantic_segmentation INFO: Iters: 116300/150000 || Lr: 0.005217 || Task Loss: 0.2128 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:56:49 || Estimated Time: 15:55:18
2023-08-06 19:07:22,097 semantic_segmentation INFO: Iters: 116310/150000 || Lr: 0.005216 || Task Loss: 0.1865 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:57:06 || Estimated Time: 15:55:01
2023-08-06 19:07:38,885 semantic_segmentation INFO: Iters: 116320/150000 || Lr: 0.005214 || Task Loss: 0.2016 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:57:23 || Estimated Time: 15:54:44
2023-08-06 19:07:55,695 semantic_segmentation INFO: Iters: 116330/150000 || Lr: 0.005213 || Task Loss: 0.1608 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:57:40 || Estimated Time: 15:54:27
2023-08-06 19:08:12,486 semantic_segmentation INFO: Iters: 116340/150000 || Lr: 0.005211 || Task Loss: 0.1791 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:57:57 || Estimated Time: 15:54:10
2023-08-06 19:08:29,333 semantic_segmentation INFO: Iters: 116350/150000 || Lr: 0.005210 || Task Loss: 0.1466 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:58:13 || Estimated Time: 15:53:53
2023-08-06 19:08:46,074 semantic_segmentation INFO: Iters: 116360/150000 || Lr: 0.005209 || Task Loss: 0.2473 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:58:30 || Estimated Time: 15:53:36
2023-08-06 19:09:02,867 semantic_segmentation INFO: Iters: 116370/150000 || Lr: 0.005207 || Task Loss: 0.3246 || KD Loss: 0.1081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:58:47 || Estimated Time: 15:53:19
2023-08-06 19:09:19,673 semantic_segmentation INFO: Iters: 116380/150000 || Lr: 0.005206 || Task Loss: 0.1622 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:59:04 || Estimated Time: 15:53:02
2023-08-06 19:09:36,444 semantic_segmentation INFO: Iters: 116390/150000 || Lr: 0.005205 || Task Loss: 0.1708 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:59:20 || Estimated Time: 15:52:45
2023-08-06 19:09:53,169 semantic_segmentation INFO: Iters: 116400/150000 || Lr: 0.005203 || Task Loss: 0.1867 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:59:37 || Estimated Time: 15:52:28
2023-08-06 19:10:10,034 semantic_segmentation INFO: Iters: 116410/150000 || Lr: 0.005202 || Task Loss: 0.2427 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 6:59:54 || Estimated Time: 15:52:10
2023-08-06 19:10:26,835 semantic_segmentation INFO: Iters: 116420/150000 || Lr: 0.005200 || Task Loss: 0.1601 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:00:11 || Estimated Time: 15:51:53
2023-08-06 19:10:43,686 semantic_segmentation INFO: Iters: 116430/150000 || Lr: 0.005199 || Task Loss: 0.1839 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:00:28 || Estimated Time: 15:51:36
2023-08-06 19:11:00,470 semantic_segmentation INFO: Iters: 116440/150000 || Lr: 0.005198 || Task Loss: 0.2475 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:51:19
2023-08-06 19:11:17,219 semantic_segmentation INFO: Iters: 116450/150000 || Lr: 0.005196 || Task Loss: 0.1442 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:01:01 || Estimated Time: 15:51:02
2023-08-06 19:11:34,021 semantic_segmentation INFO: Iters: 116460/150000 || Lr: 0.005195 || Task Loss: 0.2137 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:50:45
2023-08-06 19:11:50,811 semantic_segmentation INFO: Iters: 116470/150000 || Lr: 0.005193 || Task Loss: 0.2119 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:50:28
2023-08-06 19:12:07,589 semantic_segmentation INFO: Iters: 116480/150000 || Lr: 0.005192 || Task Loss: 0.2681 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:01:52 || Estimated Time: 15:50:11
2023-08-06 19:12:24,340 semantic_segmentation INFO: Iters: 116490/150000 || Lr: 0.005191 || Task Loss: 0.1774 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:49:54
2023-08-06 19:12:41,085 semantic_segmentation INFO: Iters: 116500/150000 || Lr: 0.005189 || Task Loss: 0.1758 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:02:25 || Estimated Time: 15:49:37
2023-08-06 19:12:57,796 semantic_segmentation INFO: Iters: 116510/150000 || Lr: 0.005188 || Task Loss: 0.1674 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:02:42 || Estimated Time: 15:49:20
2023-08-06 19:13:14,569 semantic_segmentation INFO: Iters: 116520/150000 || Lr: 0.005186 || Task Loss: 0.2902 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:02:59 || Estimated Time: 15:49:03
2023-08-06 19:13:31,350 semantic_segmentation INFO: Iters: 116530/150000 || Lr: 0.005185 || Task Loss: 0.2579 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:03:15 || Estimated Time: 15:48:46
2023-08-06 19:13:48,084 semantic_segmentation INFO: Iters: 116540/150000 || Lr: 0.005184 || Task Loss: 0.2708 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:03:32 || Estimated Time: 15:48:29
2023-08-06 19:14:04,846 semantic_segmentation INFO: Iters: 116550/150000 || Lr: 0.005182 || Task Loss: 0.2382 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:03:49 || Estimated Time: 15:48:11
2023-08-06 19:14:21,669 semantic_segmentation INFO: Iters: 116560/150000 || Lr: 0.005181 || Task Loss: 0.2180 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:04:06 || Estimated Time: 15:47:54
2023-08-06 19:14:38,443 semantic_segmentation INFO: Iters: 116570/150000 || Lr: 0.005179 || Task Loss: 0.1310 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0548|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:04:22 || Estimated Time: 15:47:37
2023-08-06 19:14:55,141 semantic_segmentation INFO: Iters: 116580/150000 || Lr: 0.005178 || Task Loss: 0.2255 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:04:39 || Estimated Time: 15:47:20
2023-08-06 19:15:11,923 semantic_segmentation INFO: Iters: 116590/150000 || Lr: 0.005177 || Task Loss: 0.2122 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:47:03
2023-08-06 19:15:28,658 semantic_segmentation INFO: Iters: 116600/150000 || Lr: 0.005175 || Task Loss: 0.2030 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:05:13 || Estimated Time: 15:46:46
2023-08-06 19:15:45,463 semantic_segmentation INFO: Iters: 116610/150000 || Lr: 0.005174 || Task Loss: 0.1882 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:05:30 || Estimated Time: 15:46:29
2023-08-06 19:16:02,294 semantic_segmentation INFO: Iters: 116620/150000 || Lr: 0.005172 || Task Loss: 0.4096 || KD Loss: 0.1423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:05:46 || Estimated Time: 15:46:12
2023-08-06 19:16:19,087 semantic_segmentation INFO: Iters: 116630/150000 || Lr: 0.005171 || Task Loss: 0.3083 || KD Loss: 0.1548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:06:03 || Estimated Time: 15:45:55
2023-08-06 19:16:35,904 semantic_segmentation INFO: Iters: 116640/150000 || Lr: 0.005170 || Task Loss: 0.2447 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:06:20 || Estimated Time: 15:45:38
2023-08-06 19:16:52,690 semantic_segmentation INFO: Iters: 116650/150000 || Lr: 0.005168 || Task Loss: 0.1707 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:06:37 || Estimated Time: 15:45:21
2023-08-06 19:17:09,486 semantic_segmentation INFO: Iters: 116660/150000 || Lr: 0.005167 || Task Loss: 0.1862 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:06:54 || Estimated Time: 15:45:04
2023-08-06 19:17:26,270 semantic_segmentation INFO: Iters: 116670/150000 || Lr: 0.005165 || Task Loss: 0.1712 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:07:10 || Estimated Time: 15:44:47
2023-08-06 19:17:43,002 semantic_segmentation INFO: Iters: 116680/150000 || Lr: 0.005164 || Task Loss: 0.2249 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:07:27 || Estimated Time: 15:44:29
2023-08-06 19:17:59,723 semantic_segmentation INFO: Iters: 116690/150000 || Lr: 0.005163 || Task Loss: 0.1846 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:07:44 || Estimated Time: 15:44:12
2023-08-06 19:18:16,465 semantic_segmentation INFO: Iters: 116700/150000 || Lr: 0.005161 || Task Loss: 0.2077 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:08:01 || Estimated Time: 15:43:55
2023-08-06 19:18:33,239 semantic_segmentation INFO: Iters: 116710/150000 || Lr: 0.005160 || Task Loss: 0.2671 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:08:17 || Estimated Time: 15:43:38
2023-08-06 19:18:49,978 semantic_segmentation INFO: Iters: 116720/150000 || Lr: 0.005159 || Task Loss: 0.2478 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:43:21
2023-08-06 19:19:06,687 semantic_segmentation INFO: Iters: 116730/150000 || Lr: 0.005157 || Task Loss: 0.1889 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:08:51 || Estimated Time: 15:43:04
2023-08-06 19:19:23,432 semantic_segmentation INFO: Iters: 116740/150000 || Lr: 0.005156 || Task Loss: 0.2410 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:42:47
2023-08-06 19:19:40,187 semantic_segmentation INFO: Iters: 116750/150000 || Lr: 0.005154 || Task Loss: 0.2410 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:09:24 || Estimated Time: 15:42:30
2023-08-06 19:19:57,004 semantic_segmentation INFO: Iters: 116760/150000 || Lr: 0.005153 || Task Loss: 0.3077 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:09:41 || Estimated Time: 15:42:13
2023-08-06 19:20:13,757 semantic_segmentation INFO: Iters: 116770/150000 || Lr: 0.005152 || Task Loss: 0.1585 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:09:58 || Estimated Time: 15:41:56
2023-08-06 19:20:30,509 semantic_segmentation INFO: Iters: 116780/150000 || Lr: 0.005150 || Task Loss: 0.2076 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:10:15 || Estimated Time: 15:41:39
2023-08-06 19:20:47,328 semantic_segmentation INFO: Iters: 116790/150000 || Lr: 0.005149 || Task Loss: 0.3652 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:10:31 || Estimated Time: 15:41:22
2023-08-06 19:21:04,181 semantic_segmentation INFO: Iters: 116800/150000 || Lr: 0.005147 || Task Loss: 0.2811 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:10:48 || Estimated Time: 15:41:05
2023-08-06 19:21:04,259 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 19:21:05,038 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.415
2023-08-06 19:21:05,175 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.510
2023-08-06 19:21:05,300 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.531
2023-08-06 19:21:05,418 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.547
2023-08-06 19:21:05,538 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.538
2023-08-06 19:21:05,660 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.539
2023-08-06 19:21:05,782 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.589
2023-08-06 19:21:05,901 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.629
2023-08-06 19:21:06,018 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.676
2023-08-06 19:21:06,142 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.731
2023-08-06 19:21:06,270 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.736
2023-08-06 19:21:06,390 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.760
2023-08-06 19:21:06,512 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.762
2023-08-06 19:21:06,631 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.744
2023-08-06 19:21:06,756 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.746
2023-08-06 19:21:06,885 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.736
2023-08-06 19:21:07,006 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.738
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2023-08-06 19:21:07,370 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.752
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2023-08-06 19:21:07,620 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 19:21:07,743 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.735
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2023-08-06 19:21:07,985 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 19:21:08,111 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-06 19:21:08,237 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-06 19:21:08,361 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.733
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2023-08-06 19:21:08,978 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.737
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2023-08-06 19:21:09,721 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-06 19:21:09,845 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.728
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2023-08-06 19:21:10,331 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.730
2023-08-06 19:21:10,459 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.729
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2023-08-06 19:21:11,092 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.733
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2023-08-06 19:21:11,962 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 19:21:12,085 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.748
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2023-08-06 19:21:15,401 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.749
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2023-08-06 19:21:18,956 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.743
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2023-08-06 19:21:54,645 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 19:21:54,768 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 19:21:54,888 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:55,010 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:55,131 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:55,251 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:55,369 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:55,495 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:55,625 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:55,748 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:55,872 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:55,994 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:56,120 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:56,248 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:56,376 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:56,500 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:56,621 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:56,744 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:56,871 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:56,994 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:21:57,117 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 19:21:57,238 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 19:21:57,365 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 19:21:57,493 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 19:21:57,619 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:57,746 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:57,877 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:58,000 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:58,122 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:58,247 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:58,371 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:58,497 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:58,625 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:58,751 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:58,875 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:58,998 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:59,121 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:59,242 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:59,364 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:59,484 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:59,613 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:59,743 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:59,869 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:21:59,994 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:22:00,115 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:22:00,241 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 19:22:00,367 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 19:22:00,492 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 19:22:00,615 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 19:22:00,738 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 19:22:00,862 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 19:22:00,988 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-06 19:22:01,110 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-06 19:22:01,233 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-06 19:22:01,357 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-06 19:22:01,481 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-06 19:22:01,599 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 19:22:01,717 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 19:22:01,844 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 19:22:01,977 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 19:22:02,099 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 19:22:02,221 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 19:22:02,343 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:02,465 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:02,591 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:02,716 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:02,840 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:02,959 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:03,082 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:03,208 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 19:22:03,333 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:03,451 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:03,569 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:03,696 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:03,828 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:03,950 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:04,076 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:04,197 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:04,318 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:04,440 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:04,562 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:04,682 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 19:22:04,799 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 19:22:04,927 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 19:22:05,061 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 19:22:05,183 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 19:22:05,308 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:05,432 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:05,552 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:05,672 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:05,791 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:05,910 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:06,028 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:06,152 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:06,277 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:06,406 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:06,532 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-06 19:22:23,508 semantic_segmentation INFO: Iters: 116810/150000 || Lr: 0.005146 || Task Loss: 0.2498 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:41:05
2023-08-06 19:22:40,306 semantic_segmentation INFO: Iters: 116820/150000 || Lr: 0.005145 || Task Loss: 0.2389 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:12:24 || Estimated Time: 15:40:48
2023-08-06 19:22:57,199 semantic_segmentation INFO: Iters: 116830/150000 || Lr: 0.005143 || Task Loss: 0.1990 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:40:31
2023-08-06 19:23:14,117 semantic_segmentation INFO: Iters: 116840/150000 || Lr: 0.005142 || Task Loss: 0.2266 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:40:14
2023-08-06 19:23:30,962 semantic_segmentation INFO: Iters: 116850/150000 || Lr: 0.005140 || Task Loss: 0.3163 || KD Loss: 0.1734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:13:15 || Estimated Time: 15:39:57
2023-08-06 19:23:47,825 semantic_segmentation INFO: Iters: 116860/150000 || Lr: 0.005139 || Task Loss: 0.1829 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:13:32 || Estimated Time: 15:39:40
2023-08-06 19:24:04,619 semantic_segmentation INFO: Iters: 116870/150000 || Lr: 0.005138 || Task Loss: 0.1846 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:13:49 || Estimated Time: 15:39:23
2023-08-06 19:24:21,472 semantic_segmentation INFO: Iters: 116880/150000 || Lr: 0.005136 || Task Loss: 0.4203 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:14:06 || Estimated Time: 15:39:06
2023-08-06 19:24:38,269 semantic_segmentation INFO: Iters: 116890/150000 || Lr: 0.005135 || Task Loss: 0.2705 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:14:22 || Estimated Time: 15:38:49
2023-08-06 19:24:55,063 semantic_segmentation INFO: Iters: 116900/150000 || Lr: 0.005133 || Task Loss: 0.3169 || KD Loss: 0.0938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:14:39 || Estimated Time: 15:38:32
2023-08-06 19:25:11,881 semantic_segmentation INFO: Iters: 116910/150000 || Lr: 0.005132 || Task Loss: 0.1669 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:14:56 || Estimated Time: 15:38:15
2023-08-06 19:25:28,681 semantic_segmentation INFO: Iters: 116920/150000 || Lr: 0.005131 || Task Loss: 0.2118 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:15:13 || Estimated Time: 15:37:58
2023-08-06 19:25:45,452 semantic_segmentation INFO: Iters: 116930/150000 || Lr: 0.005129 || Task Loss: 0.1956 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:15:29 || Estimated Time: 15:37:40
2023-08-06 19:26:02,234 semantic_segmentation INFO: Iters: 116940/150000 || Lr: 0.005128 || Task Loss: 0.2489 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:15:46 || Estimated Time: 15:37:23
2023-08-06 19:26:19,041 semantic_segmentation INFO: Iters: 116950/150000 || Lr: 0.005126 || Task Loss: 0.1767 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:16:03 || Estimated Time: 15:37:06
2023-08-06 19:26:35,891 semantic_segmentation INFO: Iters: 116960/150000 || Lr: 0.005125 || Task Loss: 0.1648 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:16:20 || Estimated Time: 15:36:49
2023-08-06 19:26:52,677 semantic_segmentation INFO: Iters: 116970/150000 || Lr: 0.005124 || Task Loss: 0.2019 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:16:37 || Estimated Time: 15:36:32
2023-08-06 19:27:09,484 semantic_segmentation INFO: Iters: 116980/150000 || Lr: 0.005122 || Task Loss: 0.1576 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:16:54 || Estimated Time: 15:36:15
2023-08-06 19:27:26,330 semantic_segmentation INFO: Iters: 116990/150000 || Lr: 0.005121 || Task Loss: 0.1985 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:17:10 || Estimated Time: 15:35:58
2023-08-06 19:27:43,077 semantic_segmentation INFO: Iters: 117000/150000 || Lr: 0.005119 || Task Loss: 0.2396 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:17:27 || Estimated Time: 15:35:41
2023-08-06 19:27:59,879 semantic_segmentation INFO: Iters: 117010/150000 || Lr: 0.005118 || Task Loss: 0.1954 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:17:44 || Estimated Time: 15:35:24
2023-08-06 19:28:16,645 semantic_segmentation INFO: Iters: 117020/150000 || Lr: 0.005117 || Task Loss: 0.2834 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:18:01 || Estimated Time: 15:35:07
2023-08-06 19:28:33,378 semantic_segmentation INFO: Iters: 117030/150000 || Lr: 0.005115 || Task Loss: 0.3572 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:18:17 || Estimated Time: 15:34:50
2023-08-06 19:28:50,123 semantic_segmentation INFO: Iters: 117040/150000 || Lr: 0.005114 || Task Loss: 0.3128 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:18:34 || Estimated Time: 15:34:33
2023-08-06 19:29:07,051 semantic_segmentation INFO: Iters: 117050/150000 || Lr: 0.005112 || Task Loss: 0.2088 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:18:51 || Estimated Time: 15:34:16
2023-08-06 19:29:23,991 semantic_segmentation INFO: Iters: 117060/150000 || Lr: 0.005111 || Task Loss: 0.2514 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:19:08 || Estimated Time: 15:33:59
2023-08-06 19:29:40,909 semantic_segmentation INFO: Iters: 117070/150000 || Lr: 0.005110 || Task Loss: 0.1589 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:19:25 || Estimated Time: 15:33:42
2023-08-06 19:29:57,680 semantic_segmentation INFO: Iters: 117080/150000 || Lr: 0.005108 || Task Loss: 0.1955 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:19:42 || Estimated Time: 15:33:24
2023-08-06 19:30:14,462 semantic_segmentation INFO: Iters: 117090/150000 || Lr: 0.005107 || Task Loss: 0.3245 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:19:59 || Estimated Time: 15:33:07
2023-08-06 19:30:31,199 semantic_segmentation INFO: Iters: 117100/150000 || Lr: 0.005105 || Task Loss: 0.2266 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:20:15 || Estimated Time: 15:32:50
2023-08-06 19:30:47,965 semantic_segmentation INFO: Iters: 117110/150000 || Lr: 0.005104 || Task Loss: 0.3830 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:20:32 || Estimated Time: 15:32:33
2023-08-06 19:31:04,726 semantic_segmentation INFO: Iters: 117120/150000 || Lr: 0.005103 || Task Loss: 0.3668 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:20:49 || Estimated Time: 15:32:16
2023-08-06 19:31:21,513 semantic_segmentation INFO: Iters: 117130/150000 || Lr: 0.005101 || Task Loss: 0.1788 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:21:06 || Estimated Time: 15:31:59
2023-08-06 19:31:38,279 semantic_segmentation INFO: Iters: 117140/150000 || Lr: 0.005100 || Task Loss: 0.1785 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:21:22 || Estimated Time: 15:31:42
2023-08-06 19:31:55,106 semantic_segmentation INFO: Iters: 117150/150000 || Lr: 0.005098 || Task Loss: 0.1377 || KD Loss: 0.0251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:21:39 || Estimated Time: 15:31:25
2023-08-06 19:32:11,905 semantic_segmentation INFO: Iters: 117160/150000 || Lr: 0.005097 || Task Loss: 0.2107 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:21:56 || Estimated Time: 15:31:08
2023-08-06 19:32:28,704 semantic_segmentation INFO: Iters: 117170/150000 || Lr: 0.005096 || Task Loss: 0.1695 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:22:13 || Estimated Time: 15:30:51
2023-08-06 19:32:45,440 semantic_segmentation INFO: Iters: 117180/150000 || Lr: 0.005094 || Task Loss: 0.2260 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:22:29 || Estimated Time: 15:30:34
2023-08-06 19:33:02,242 semantic_segmentation INFO: Iters: 117190/150000 || Lr: 0.005093 || Task Loss: 0.2131 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:22:46 || Estimated Time: 15:30:17
2023-08-06 19:33:19,013 semantic_segmentation INFO: Iters: 117200/150000 || Lr: 0.005092 || Task Loss: 0.2221 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:23:03 || Estimated Time: 15:30:00
2023-08-06 19:33:35,816 semantic_segmentation INFO: Iters: 117210/150000 || Lr: 0.005090 || Task Loss: 0.2017 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:23:20 || Estimated Time: 15:29:42
2023-08-06 19:33:52,620 semantic_segmentation INFO: Iters: 117220/150000 || Lr: 0.005089 || Task Loss: 0.1993 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:23:37 || Estimated Time: 15:29:25
2023-08-06 19:34:09,397 semantic_segmentation INFO: Iters: 117230/150000 || Lr: 0.005087 || Task Loss: 0.1635 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:23:53 || Estimated Time: 15:29:08
2023-08-06 19:34:26,148 semantic_segmentation INFO: Iters: 117240/150000 || Lr: 0.005086 || Task Loss: 0.1640 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:24:10 || Estimated Time: 15:28:51
2023-08-06 19:34:42,935 semantic_segmentation INFO: Iters: 117250/150000 || Lr: 0.005085 || Task Loss: 0.2470 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:24:27 || Estimated Time: 15:28:34
2023-08-06 19:34:59,795 semantic_segmentation INFO: Iters: 117260/150000 || Lr: 0.005083 || Task Loss: 0.2108 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:28:17
2023-08-06 19:35:16,589 semantic_segmentation INFO: Iters: 117270/150000 || Lr: 0.005082 || Task Loss: 0.1305 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:25:01 || Estimated Time: 15:28:00
2023-08-06 19:35:33,439 semantic_segmentation INFO: Iters: 117280/150000 || Lr: 0.005080 || Task Loss: 0.1905 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:27:43
2023-08-06 19:35:50,309 semantic_segmentation INFO: Iters: 117290/150000 || Lr: 0.005079 || Task Loss: 0.2465 || KD Loss: 0.0866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:25:34 || Estimated Time: 15:27:26
2023-08-06 19:36:07,187 semantic_segmentation INFO: Iters: 117300/150000 || Lr: 0.005078 || Task Loss: 0.1598 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:25:51 || Estimated Time: 15:27:09
2023-08-06 19:36:24,057 semantic_segmentation INFO: Iters: 117310/150000 || Lr: 0.005076 || Task Loss: 0.2244 || KD Loss: 0.0711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:26:08 || Estimated Time: 15:26:52
2023-08-06 19:36:40,951 semantic_segmentation INFO: Iters: 117320/150000 || Lr: 0.005075 || Task Loss: 0.1968 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:26:25 || Estimated Time: 15:26:35
2023-08-06 19:36:57,742 semantic_segmentation INFO: Iters: 117330/150000 || Lr: 0.005073 || Task Loss: 0.2472 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:26:42 || Estimated Time: 15:26:18
2023-08-06 19:37:14,602 semantic_segmentation INFO: Iters: 117340/150000 || Lr: 0.005072 || Task Loss: 0.2000 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:26:59 || Estimated Time: 15:26:01
2023-08-06 19:37:31,535 semantic_segmentation INFO: Iters: 117350/150000 || Lr: 0.005071 || Task Loss: 0.2225 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:27:16 || Estimated Time: 15:25:44
2023-08-06 19:37:48,403 semantic_segmentation INFO: Iters: 117360/150000 || Lr: 0.005069 || Task Loss: 0.1734 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0519|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:27:32 || Estimated Time: 15:25:27
2023-08-06 19:38:05,246 semantic_segmentation INFO: Iters: 117370/150000 || Lr: 0.005068 || Task Loss: 0.2654 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:27:49 || Estimated Time: 15:25:09
2023-08-06 19:38:21,979 semantic_segmentation INFO: Iters: 117380/150000 || Lr: 0.005066 || Task Loss: 0.1448 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:28:06 || Estimated Time: 15:24:52
2023-08-06 19:38:38,842 semantic_segmentation INFO: Iters: 117390/150000 || Lr: 0.005065 || Task Loss: 0.2048 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:28:23 || Estimated Time: 15:24:35
2023-08-06 19:38:55,702 semantic_segmentation INFO: Iters: 117400/150000 || Lr: 0.005064 || Task Loss: 0.2071 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:28:40 || Estimated Time: 15:24:18
2023-08-06 19:39:12,450 semantic_segmentation INFO: Iters: 117410/150000 || Lr: 0.005062 || Task Loss: 0.2244 || KD Loss: 0.1047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:28:56 || Estimated Time: 15:24:01
2023-08-06 19:39:29,290 semantic_segmentation INFO: Iters: 117420/150000 || Lr: 0.005061 || Task Loss: 0.1585 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:29:13 || Estimated Time: 15:23:44
2023-08-06 19:39:46,082 semantic_segmentation INFO: Iters: 117430/150000 || Lr: 0.005059 || Task Loss: 0.2473 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:29:30 || Estimated Time: 15:23:27
2023-08-06 19:40:02,880 semantic_segmentation INFO: Iters: 117440/150000 || Lr: 0.005058 || Task Loss: 0.1674 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:29:47 || Estimated Time: 15:23:10
2023-08-06 19:40:19,676 semantic_segmentation INFO: Iters: 117450/150000 || Lr: 0.005057 || Task Loss: 0.2814 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:30:04 || Estimated Time: 15:22:53
2023-08-06 19:40:36,487 semantic_segmentation INFO: Iters: 117460/150000 || Lr: 0.005055 || Task Loss: 0.1840 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:30:21 || Estimated Time: 15:22:36
2023-08-06 19:40:53,272 semantic_segmentation INFO: Iters: 117470/150000 || Lr: 0.005054 || Task Loss: 0.2293 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:30:37 || Estimated Time: 15:22:19
2023-08-06 19:41:10,053 semantic_segmentation INFO: Iters: 117480/150000 || Lr: 0.005052 || Task Loss: 0.1901 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:22:02
2023-08-06 19:41:26,857 semantic_segmentation INFO: Iters: 117490/150000 || Lr: 0.005051 || Task Loss: 0.1877 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:31:11 || Estimated Time: 15:21:45
2023-08-06 19:41:43,630 semantic_segmentation INFO: Iters: 117500/150000 || Lr: 0.005050 || Task Loss: 0.1744 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:31:28 || Estimated Time: 15:21:28
2023-08-06 19:42:00,376 semantic_segmentation INFO: Iters: 117510/150000 || Lr: 0.005048 || Task Loss: 0.2437 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:31:44 || Estimated Time: 15:21:10
2023-08-06 19:42:17,163 semantic_segmentation INFO: Iters: 117520/150000 || Lr: 0.005047 || Task Loss: 0.1691 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:32:01 || Estimated Time: 15:20:53
2023-08-06 19:42:33,903 semantic_segmentation INFO: Iters: 117530/150000 || Lr: 0.005045 || Task Loss: 0.2297 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:32:18 || Estimated Time: 15:20:36
2023-08-06 19:42:50,635 semantic_segmentation INFO: Iters: 117540/150000 || Lr: 0.005044 || Task Loss: 0.1984 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:32:35 || Estimated Time: 15:20:19
2023-08-06 19:43:07,378 semantic_segmentation INFO: Iters: 117550/150000 || Lr: 0.005043 || Task Loss: 0.2504 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:32:51 || Estimated Time: 15:20:02
2023-08-06 19:43:24,202 semantic_segmentation INFO: Iters: 117560/150000 || Lr: 0.005041 || Task Loss: 0.1403 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:33:08 || Estimated Time: 15:19:45
2023-08-06 19:43:40,986 semantic_segmentation INFO: Iters: 117570/150000 || Lr: 0.005040 || Task Loss: 0.2002 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:33:25 || Estimated Time: 15:19:28
2023-08-06 19:43:57,716 semantic_segmentation INFO: Iters: 117580/150000 || Lr: 0.005038 || Task Loss: 0.1340 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:33:42 || Estimated Time: 15:19:11
2023-08-06 19:44:14,430 semantic_segmentation INFO: Iters: 117590/150000 || Lr: 0.005037 || Task Loss: 0.2762 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:33:58 || Estimated Time: 15:18:54
2023-08-06 19:44:31,237 semantic_segmentation INFO: Iters: 117600/150000 || Lr: 0.005036 || Task Loss: 0.1321 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:34:15 || Estimated Time: 15:18:37
2023-08-06 19:44:31,314 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 19:44:32,216 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.403
2023-08-06 19:44:32,338 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.502
2023-08-06 19:44:32,458 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.510
2023-08-06 19:44:32,575 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.539
2023-08-06 19:44:32,697 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.534
2023-08-06 19:44:32,822 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.535
2023-08-06 19:44:32,940 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.579
2023-08-06 19:44:33,058 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.587
2023-08-06 19:44:33,178 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.638
2023-08-06 19:44:33,300 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.688
2023-08-06 19:44:33,419 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.696
2023-08-06 19:44:33,544 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.722
2023-08-06 19:44:33,671 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.731
2023-08-06 19:44:33,797 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.724
2023-08-06 19:44:33,921 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.722
2023-08-06 19:44:34,041 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.713
2023-08-06 19:44:34,164 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.715
2023-08-06 19:44:34,286 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.716
2023-08-06 19:44:34,408 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-06 19:44:34,528 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.729
2023-08-06 19:44:34,648 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 19:44:34,775 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.738
2023-08-06 19:44:34,904 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 19:44:35,029 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 19:44:35,158 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-06 19:44:35,287 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 19:44:35,408 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 19:44:35,529 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 19:44:35,648 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 19:44:35,766 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 19:44:35,885 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-06 19:44:36,009 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-06 19:44:36,136 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-06 19:44:36,262 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 19:44:36,388 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-06 19:44:36,511 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 19:44:36,634 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-06 19:44:36,757 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-06 19:44:36,880 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-06 19:44:37,008 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 19:44:37,138 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 19:44:37,261 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 19:44:37,382 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 19:44:37,502 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 19:44:37,623 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 19:44:37,745 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 19:44:37,871 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 19:44:37,996 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 19:44:38,119 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 19:44:38,239 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 19:44:38,361 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-06 19:44:38,484 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 19:44:38,609 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 19:44:38,730 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 19:44:38,853 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-06 19:44:38,981 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 19:44:39,102 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 19:44:39,224 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-06 19:44:39,343 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-06 19:44:39,468 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-06 19:44:39,597 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-06 19:44:39,719 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-06 19:44:39,841 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-06 19:44:39,961 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-06 19:44:40,082 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 19:44:40,205 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-06 19:44:40,328 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 19:44:40,453 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 19:44:40,576 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 19:44:40,699 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 19:44:40,823 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 19:44:40,946 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.759
2023-08-06 19:44:41,066 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-06 19:44:41,183 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-06 19:44:41,310 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-06 19:44:41,442 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-06 19:44:41,564 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-06 19:44:41,686 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-06 19:44:41,805 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-06 19:44:41,930 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-06 19:44:42,056 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 19:44:42,181 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-06 19:44:42,309 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-06 19:44:42,430 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-06 19:44:42,552 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 19:44:42,673 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 19:44:42,795 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 19:44:42,915 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-06 19:44:43,034 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 19:44:43,163 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 19:44:43,297 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-06 19:44:43,418 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 19:44:43,541 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 19:44:43,664 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-06 19:44:43,784 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 19:44:43,904 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-06 19:44:44,026 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 19:44:44,147 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-06 19:44:44,268 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-06 19:44:44,395 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-06 19:44:44,525 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-06 19:44:44,650 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 19:44:44,774 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 19:44:44,898 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 19:44:45,019 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 19:44:45,142 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 19:44:45,262 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-06 19:44:45,380 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 19:44:45,496 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.720
2023-08-06 19:44:45,623 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 19:44:45,754 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-06 19:44:45,876 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-06 19:44:46,002 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 19:44:46,125 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.718
2023-08-06 19:44:46,245 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 19:44:46,364 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-06 19:44:46,485 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.721
2023-08-06 19:44:46,604 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.723
2023-08-06 19:44:46,721 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 19:44:46,845 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 19:44:46,973 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-06 19:44:47,095 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.724
2023-08-06 19:44:47,217 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.724
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2023-08-06 19:45:11,080 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.947, mIoU: 0.710
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2023-08-06 19:45:11,322 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-06 19:45:11,441 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 19:45:11,561 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 19:45:11,681 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.947, mIoU: 0.709
2023-08-06 19:45:11,800 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 19:45:11,916 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 19:45:12,046 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 19:45:12,176 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 19:45:12,298 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-06 19:45:12,419 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 19:45:12,538 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 19:45:12,658 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 19:45:12,779 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 19:45:12,899 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-06 19:45:13,019 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 19:45:13,138 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 19:45:13,263 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-06 19:45:13,394 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 19:45:13,516 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 19:45:13,638 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 19:45:13,758 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 19:45:13,880 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-06 19:45:14,003 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 19:45:14,125 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 19:45:14,244 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 19:45:14,361 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 19:45:14,478 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 19:45:14,597 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 19:45:14,724 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 19:45:14,851 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 19:45:14,975 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.948, mIoU: 0.713
2023-08-06 19:45:15,098 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 19:45:15,223 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-06 19:45:15,346 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:15,469 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:15,592 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:15,715 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:15,841 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:15,964 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:16,085 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:16,204 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 19:45:16,331 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:16,465 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:16,587 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:16,707 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:16,827 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:16,952 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 19:45:17,081 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:17,203 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-06 19:45:17,326 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 19:45:17,448 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-06 19:45:17,571 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.950, mIoU: 0.715
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2023-08-06 19:45:17,820 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:17,940 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:18,060 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:18,187 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:18,317 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-06 19:45:18,442 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:18,568 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:18,688 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:18,812 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:18,935 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:19,058 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.715
2023-08-06 19:45:19,180 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 19:45:19,300 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 19:45:19,426 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 19:45:19,553 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 19:45:19,679 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 19:45:19,806 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 19:45:19,932 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-06 19:45:20,056 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 19:45:20,182 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 19:45:20,304 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-06 19:45:20,429 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 19:45:20,553 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 19:45:20,681 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 19:45:20,807 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.717
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2023-08-06 19:45:21,053 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 19:45:21,176 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.717
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2023-08-06 19:45:21,416 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.717
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2023-08-06 19:45:21,660 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 19:45:21,793 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 19:45:21,913 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 19:45:22,035 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 19:45:22,158 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-06 19:45:22,279 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 19:45:22,401 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 19:45:22,523 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 19:45:22,646 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 19:45:22,765 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-06 19:45:22,888 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.718
2023-08-06 19:45:23,015 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.718
2023-08-06 19:45:23,140 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.718
2023-08-06 19:45:23,265 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.718
2023-08-06 19:45:23,387 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:23,506 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:23,627 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:23,747 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:23,866 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:23,983 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:24,107 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:24,235 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:24,358 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:24,481 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:24,601 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:24,729 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:24,862 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:24,981 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:25,101 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:25,220 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:25,344 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:25,471 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.719
2023-08-06 19:45:25,594 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:25,717 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:25,839 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:25,961 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:26,085 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:26,207 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:26,327 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:26,446 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:26,574 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:26,708 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:26,830 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:26,950 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.719
2023-08-06 19:45:27,068 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:27,192 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:27,322 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:27,445 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:27,567 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:27,689 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:27,809 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:27,930 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:28,050 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.720
2023-08-06 19:45:28,169 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 19:45:28,287 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 19:45:28,414 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 19:45:28,544 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 19:45:28,665 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 19:45:28,787 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 19:45:28,908 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.721
2023-08-06 19:45:29,030 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:29,154 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:29,280 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:29,407 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:29,532 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:29,655 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:29,778 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:29,898 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:30,018 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:30,139 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:30,267 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:30,397 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:30,519 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:30,643 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:30,766 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:30,888 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:31,009 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:31,133 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:31,255 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:31,377 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:31,501 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:31,629 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.721
2023-08-06 19:45:31,754 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:31,878 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:31,999 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:32,120 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:32,241 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:32,361 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:32,480 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:32,598 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.722
2023-08-06 19:45:32,726 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-06 19:45:32,860 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-06 19:45:32,983 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-06 19:45:33,111 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-06 19:45:33,237 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-06 19:45:33,356 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-06 19:45:33,475 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-06 19:45:50,318 semantic_segmentation INFO: Iters: 117610/150000 || Lr: 0.005034 || Task Loss: 0.2140 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:18:37
2023-08-06 19:46:07,127 semantic_segmentation INFO: Iters: 117620/150000 || Lr: 0.005033 || Task Loss: 0.1975 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:35:51 || Estimated Time: 15:18:20
2023-08-06 19:46:23,856 semantic_segmentation INFO: Iters: 117630/150000 || Lr: 0.005031 || Task Loss: 0.1406 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:36:08 || Estimated Time: 15:18:03
2023-08-06 19:46:40,610 semantic_segmentation INFO: Iters: 117640/150000 || Lr: 0.005030 || Task Loss: 0.1431 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:36:25 || Estimated Time: 15:17:46
2023-08-06 19:46:57,398 semantic_segmentation INFO: Iters: 117650/150000 || Lr: 0.005029 || Task Loss: 0.1605 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:36:41 || Estimated Time: 15:17:28
2023-08-06 19:47:14,183 semantic_segmentation INFO: Iters: 117660/150000 || Lr: 0.005027 || Task Loss: 0.2074 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:36:58 || Estimated Time: 15:17:11
2023-08-06 19:47:30,967 semantic_segmentation INFO: Iters: 117670/150000 || Lr: 0.005026 || Task Loss: 0.1953 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:37:15 || Estimated Time: 15:16:54
2023-08-06 19:47:47,670 semantic_segmentation INFO: Iters: 117680/150000 || Lr: 0.005024 || Task Loss: 0.2700 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:37:32 || Estimated Time: 15:16:37
2023-08-06 19:48:04,430 semantic_segmentation INFO: Iters: 117690/150000 || Lr: 0.005023 || Task Loss: 0.1505 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:37:48 || Estimated Time: 15:16:20
2023-08-06 19:48:21,207 semantic_segmentation INFO: Iters: 117700/150000 || Lr: 0.005022 || Task Loss: 0.2567 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:38:05 || Estimated Time: 15:16:03
2023-08-06 19:48:37,959 semantic_segmentation INFO: Iters: 117710/150000 || Lr: 0.005020 || Task Loss: 0.2221 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:38:22 || Estimated Time: 15:15:46
2023-08-06 19:48:54,793 semantic_segmentation INFO: Iters: 117720/150000 || Lr: 0.005019 || Task Loss: 0.1473 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:38:39 || Estimated Time: 15:15:29
2023-08-06 19:49:11,599 semantic_segmentation INFO: Iters: 117730/150000 || Lr: 0.005017 || Task Loss: 0.1937 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:38:56 || Estimated Time: 15:15:12
2023-08-06 19:49:28,383 semantic_segmentation INFO: Iters: 117740/150000 || Lr: 0.005016 || Task Loss: 0.2911 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:39:12 || Estimated Time: 15:14:55
2023-08-06 19:49:45,166 semantic_segmentation INFO: Iters: 117750/150000 || Lr: 0.005015 || Task Loss: 0.2456 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:39:29 || Estimated Time: 15:14:38
2023-08-06 19:50:01,965 semantic_segmentation INFO: Iters: 117760/150000 || Lr: 0.005013 || Task Loss: 0.2143 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:39:46 || Estimated Time: 15:14:21
2023-08-06 19:50:18,756 semantic_segmentation INFO: Iters: 117770/150000 || Lr: 0.005012 || Task Loss: 0.2126 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:40:03 || Estimated Time: 15:14:04
2023-08-06 19:50:35,598 semantic_segmentation INFO: Iters: 117780/150000 || Lr: 0.005010 || Task Loss: 0.1786 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:40:20 || Estimated Time: 15:13:46
2023-08-06 19:50:52,421 semantic_segmentation INFO: Iters: 117790/150000 || Lr: 0.005009 || Task Loss: 0.1463 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:40:36 || Estimated Time: 15:13:29
2023-08-06 19:51:09,270 semantic_segmentation INFO: Iters: 117800/150000 || Lr: 0.005008 || Task Loss: 0.2039 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:40:53 || Estimated Time: 15:13:12
2023-08-06 19:51:26,072 semantic_segmentation INFO: Iters: 117810/150000 || Lr: 0.005006 || Task Loss: 0.2692 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:41:10 || Estimated Time: 15:12:55
2023-08-06 19:51:42,889 semantic_segmentation INFO: Iters: 117820/150000 || Lr: 0.005005 || Task Loss: 0.2870 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:41:27 || Estimated Time: 15:12:38
2023-08-06 19:51:59,720 semantic_segmentation INFO: Iters: 117830/150000 || Lr: 0.005003 || Task Loss: 0.2060 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:41:44 || Estimated Time: 15:12:21
2023-08-06 19:52:16,639 semantic_segmentation INFO: Iters: 117840/150000 || Lr: 0.005002 || Task Loss: 0.1833 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:42:01 || Estimated Time: 15:12:04
2023-08-06 19:52:33,457 semantic_segmentation INFO: Iters: 117850/150000 || Lr: 0.005001 || Task Loss: 0.2294 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:42:17 || Estimated Time: 15:11:47
2023-08-06 19:52:50,325 semantic_segmentation INFO: Iters: 117860/150000 || Lr: 0.004999 || Task Loss: 0.1163 || KD Loss: 0.0245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:42:34 || Estimated Time: 15:11:30
2023-08-06 19:53:07,103 semantic_segmentation INFO: Iters: 117870/150000 || Lr: 0.004998 || Task Loss: 0.2481 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:42:51 || Estimated Time: 15:11:13
2023-08-06 19:53:23,992 semantic_segmentation INFO: Iters: 117880/150000 || Lr: 0.004996 || Task Loss: 0.1559 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:43:08 || Estimated Time: 15:10:56
2023-08-06 19:53:40,787 semantic_segmentation INFO: Iters: 117890/150000 || Lr: 0.004995 || Task Loss: 0.3005 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:43:25 || Estimated Time: 15:10:39
2023-08-06 19:53:57,756 semantic_segmentation INFO: Iters: 117900/150000 || Lr: 0.004994 || Task Loss: 0.1524 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:43:42 || Estimated Time: 15:10:22
2023-08-06 19:54:14,704 semantic_segmentation INFO: Iters: 117910/150000 || Lr: 0.004992 || Task Loss: 0.2899 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:43:59 || Estimated Time: 15:10:05
2023-08-06 19:54:31,566 semantic_segmentation INFO: Iters: 117920/150000 || Lr: 0.004991 || Task Loss: 0.1364 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:44:16 || Estimated Time: 15:09:48
2023-08-06 19:54:48,398 semantic_segmentation INFO: Iters: 117930/150000 || Lr: 0.004989 || Task Loss: 0.2147 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:44:32 || Estimated Time: 15:09:31
2023-08-06 19:55:05,158 semantic_segmentation INFO: Iters: 117940/150000 || Lr: 0.004988 || Task Loss: 0.1615 || KD Loss: 0.1037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:44:49 || Estimated Time: 15:09:13
2023-08-06 19:55:22,004 semantic_segmentation INFO: Iters: 117950/150000 || Lr: 0.004987 || Task Loss: 0.1165 || KD Loss: 0.0236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:45:06 || Estimated Time: 15:08:56
2023-08-06 19:55:38,724 semantic_segmentation INFO: Iters: 117960/150000 || Lr: 0.004985 || Task Loss: 0.2246 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:45:23 || Estimated Time: 15:08:39
2023-08-06 19:55:55,516 semantic_segmentation INFO: Iters: 117970/150000 || Lr: 0.004984 || Task Loss: 0.2118 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:45:40 || Estimated Time: 15:08:22
2023-08-06 19:56:12,306 semantic_segmentation INFO: Iters: 117980/150000 || Lr: 0.004982 || Task Loss: 0.1844 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:45:56 || Estimated Time: 15:08:05
2023-08-06 19:56:29,066 semantic_segmentation INFO: Iters: 117990/150000 || Lr: 0.004981 || Task Loss: 0.1652 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:46:13 || Estimated Time: 15:07:48
2023-08-06 19:56:45,812 semantic_segmentation INFO: Iters: 118000/150000 || Lr: 0.004980 || Task Loss: 0.3521 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:07:31
2023-08-06 19:57:02,616 semantic_segmentation INFO: Iters: 118010/150000 || Lr: 0.004978 || Task Loss: 0.2567 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:46:47 || Estimated Time: 15:07:14
2023-08-06 19:57:19,368 semantic_segmentation INFO: Iters: 118020/150000 || Lr: 0.004977 || Task Loss: 0.3554 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:06:57
2023-08-06 19:57:36,342 semantic_segmentation INFO: Iters: 118030/150000 || Lr: 0.004975 || Task Loss: 0.1247 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:47:20 || Estimated Time: 15:06:40
2023-08-06 19:57:53,079 semantic_segmentation INFO: Iters: 118040/150000 || Lr: 0.004974 || Task Loss: 0.1473 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:47:37 || Estimated Time: 15:06:23
2023-08-06 19:58:09,833 semantic_segmentation INFO: Iters: 118050/150000 || Lr: 0.004973 || Task Loss: 0.2473 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:47:54 || Estimated Time: 15:06:06
2023-08-06 19:58:26,632 semantic_segmentation INFO: Iters: 118060/150000 || Lr: 0.004971 || Task Loss: 0.1531 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:48:11 || Estimated Time: 15:05:49
2023-08-06 19:58:43,383 semantic_segmentation INFO: Iters: 118070/150000 || Lr: 0.004970 || Task Loss: 0.2398 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:48:27 || Estimated Time: 15:05:31
2023-08-06 19:59:00,131 semantic_segmentation INFO: Iters: 118080/150000 || Lr: 0.004968 || Task Loss: 0.2314 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:48:44 || Estimated Time: 15:05:14
2023-08-06 19:59:16,892 semantic_segmentation INFO: Iters: 118090/150000 || Lr: 0.004967 || Task Loss: 0.1366 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:49:01 || Estimated Time: 15:04:57
2023-08-06 19:59:33,710 semantic_segmentation INFO: Iters: 118100/150000 || Lr: 0.004966 || Task Loss: 0.1921 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:49:18 || Estimated Time: 15:04:40
2023-08-06 19:59:50,453 semantic_segmentation INFO: Iters: 118110/150000 || Lr: 0.004964 || Task Loss: 0.1531 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:49:34 || Estimated Time: 15:04:23
2023-08-06 20:00:07,221 semantic_segmentation INFO: Iters: 118120/150000 || Lr: 0.004963 || Task Loss: 0.1640 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:49:51 || Estimated Time: 15:04:06
2023-08-06 20:00:23,939 semantic_segmentation INFO: Iters: 118130/150000 || Lr: 0.004961 || Task Loss: 0.1669 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:50:08 || Estimated Time: 15:03:49
2023-08-06 20:00:41,067 semantic_segmentation INFO: Iters: 118140/150000 || Lr: 0.004960 || Task Loss: 0.1074 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:50:25 || Estimated Time: 15:03:32
2023-08-06 20:00:57,788 semantic_segmentation INFO: Iters: 118150/150000 || Lr: 0.004959 || Task Loss: 0.1833 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:50:42 || Estimated Time: 15:03:15
2023-08-06 20:01:14,458 semantic_segmentation INFO: Iters: 118160/150000 || Lr: 0.004957 || Task Loss: 0.1632 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:50:58 || Estimated Time: 15:02:58
2023-08-06 20:01:31,251 semantic_segmentation INFO: Iters: 118170/150000 || Lr: 0.004956 || Task Loss: 0.1076 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:51:15 || Estimated Time: 15:02:41
2023-08-06 20:01:48,024 semantic_segmentation INFO: Iters: 118180/150000 || Lr: 0.004954 || Task Loss: 0.2106 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:51:32 || Estimated Time: 15:02:24
2023-08-06 20:02:04,772 semantic_segmentation INFO: Iters: 118190/150000 || Lr: 0.004953 || Task Loss: 0.2830 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:51:49 || Estimated Time: 15:02:06
2023-08-06 20:02:21,483 semantic_segmentation INFO: Iters: 118200/150000 || Lr: 0.004952 || Task Loss: 0.3259 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:52:06 || Estimated Time: 15:01:49
2023-08-06 20:02:38,216 semantic_segmentation INFO: Iters: 118210/150000 || Lr: 0.004950 || Task Loss: 0.1544 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:52:22 || Estimated Time: 15:01:32
2023-08-06 20:02:54,941 semantic_segmentation INFO: Iters: 118220/150000 || Lr: 0.004949 || Task Loss: 0.2207 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:52:39 || Estimated Time: 15:01:15
2023-08-06 20:03:11,705 semantic_segmentation INFO: Iters: 118230/150000 || Lr: 0.004947 || Task Loss: 0.2112 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0550|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:52:56 || Estimated Time: 15:00:58
2023-08-06 20:03:28,478 semantic_segmentation INFO: Iters: 118240/150000 || Lr: 0.004946 || Task Loss: 0.2324 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:53:13 || Estimated Time: 15:00:41
2023-08-06 20:03:45,200 semantic_segmentation INFO: Iters: 118250/150000 || Lr: 0.004945 || Task Loss: 0.1664 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:53:29 || Estimated Time: 15:00:24
2023-08-06 20:04:01,972 semantic_segmentation INFO: Iters: 118260/150000 || Lr: 0.004943 || Task Loss: 0.1812 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:53:46 || Estimated Time: 15:00:07
2023-08-06 20:04:18,714 semantic_segmentation INFO: Iters: 118270/150000 || Lr: 0.004942 || Task Loss: 0.2276 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:54:03 || Estimated Time: 14:59:50
2023-08-06 20:04:35,525 semantic_segmentation INFO: Iters: 118280/150000 || Lr: 0.004940 || Task Loss: 0.2074 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:54:20 || Estimated Time: 14:59:33
2023-08-06 20:04:52,362 semantic_segmentation INFO: Iters: 118290/150000 || Lr: 0.004939 || Task Loss: 0.1894 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:54:36 || Estimated Time: 14:59:16
2023-08-06 20:05:09,223 semantic_segmentation INFO: Iters: 118300/150000 || Lr: 0.004938 || Task Loss: 0.1673 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:54:53 || Estimated Time: 14:58:59
2023-08-06 20:05:26,000 semantic_segmentation INFO: Iters: 118310/150000 || Lr: 0.004936 || Task Loss: 0.2724 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:55:10 || Estimated Time: 14:58:42
2023-08-06 20:05:42,854 semantic_segmentation INFO: Iters: 118320/150000 || Lr: 0.004935 || Task Loss: 0.2312 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:55:27 || Estimated Time: 14:58:24
2023-08-06 20:05:59,691 semantic_segmentation INFO: Iters: 118330/150000 || Lr: 0.004933 || Task Loss: 0.1554 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:55:44 || Estimated Time: 14:58:07
2023-08-06 20:06:16,539 semantic_segmentation INFO: Iters: 118340/150000 || Lr: 0.004932 || Task Loss: 0.1728 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:56:01 || Estimated Time: 14:57:50
2023-08-06 20:06:33,381 semantic_segmentation INFO: Iters: 118350/150000 || Lr: 0.004931 || Task Loss: 0.1808 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:56:17 || Estimated Time: 14:57:33
2023-08-06 20:06:50,182 semantic_segmentation INFO: Iters: 118360/150000 || Lr: 0.004929 || Task Loss: 0.1425 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:56:34 || Estimated Time: 14:57:16
2023-08-06 20:07:07,105 semantic_segmentation INFO: Iters: 118370/150000 || Lr: 0.004928 || Task Loss: 0.2000 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:56:51 || Estimated Time: 14:56:59
2023-08-06 20:07:23,976 semantic_segmentation INFO: Iters: 118380/150000 || Lr: 0.004926 || Task Loss: 0.1729 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:57:08 || Estimated Time: 14:56:42
2023-08-06 20:07:40,838 semantic_segmentation INFO: Iters: 118390/150000 || Lr: 0.004925 || Task Loss: 0.1881 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:57:25 || Estimated Time: 14:56:25
2023-08-06 20:07:57,648 semantic_segmentation INFO: Iters: 118400/150000 || Lr: 0.004924 || Task Loss: 0.1503 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:57:42 || Estimated Time: 14:56:08
2023-08-06 20:07:57,726 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 20:07:58,510 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.405
2023-08-06 20:07:58,677 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.499
2023-08-06 20:07:58,797 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.517
2023-08-06 20:07:58,915 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.544
2023-08-06 20:07:59,032 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.552
2023-08-06 20:07:59,149 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.552
2023-08-06 20:07:59,273 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.570
2023-08-06 20:07:59,397 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.607
2023-08-06 20:07:59,520 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.658
2023-08-06 20:07:59,641 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.703
2023-08-06 20:07:59,759 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.708
2023-08-06 20:07:59,878 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.721
2023-08-06 20:07:59,999 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.728
2023-08-06 20:08:00,119 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.721
2023-08-06 20:08:00,237 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.696
2023-08-06 20:08:00,355 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.689
2023-08-06 20:08:00,482 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.692
2023-08-06 20:08:00,616 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.698
2023-08-06 20:08:00,738 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.707
2023-08-06 20:08:00,861 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.714
2023-08-06 20:08:00,982 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.717
2023-08-06 20:08:01,102 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.729
2023-08-06 20:08:01,225 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.726
2023-08-06 20:08:01,347 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.731
2023-08-06 20:08:01,469 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 20:08:01,585 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 20:08:01,709 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 20:08:01,838 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 20:08:01,959 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 20:08:02,081 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 20:08:02,201 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 20:08:02,326 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 20:08:02,452 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 20:08:02,575 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 20:08:02,697 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 20:08:02,814 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-06 20:08:02,942 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.735
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2023-08-06 20:08:51,822 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:51,944 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:52,069 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:52,193 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:52,312 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:52,432 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:52,550 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:52,668 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:52,786 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:52,916 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:08:53,050 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:53,172 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:53,294 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:53,414 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:53,535 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:53,659 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:53,783 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:53,902 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:54,020 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:54,147 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:54,277 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 20:08:54,401 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:08:54,526 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:08:54,650 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:08:54,770 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:08:54,890 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:08:55,008 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:08:55,128 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:08:55,248 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:08:55,372 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:55,502 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:55,625 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:55,749 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:55,870 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:55,990 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:56,111 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:56,231 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:56,350 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:56,468 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:56,595 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:56,726 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:56,845 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:56,969 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:57,092 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:08:57,215 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-06 20:08:57,338 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.747
2023-08-06 20:08:57,462 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.747
2023-08-06 20:08:57,586 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.747
2023-08-06 20:08:57,704 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.747
2023-08-06 20:08:57,832 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.747
2023-08-06 20:08:57,962 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-06 20:08:58,086 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.747
2023-08-06 20:08:58,209 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-06 20:08:58,330 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-06 20:08:58,450 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-06 20:08:58,570 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-06 20:08:58,690 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-06 20:08:58,808 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:08:58,926 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:08:59,055 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:08:59,191 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:08:59,312 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:08:59,433 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:08:59,552 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:08:59,674 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:08:59,801 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:08:59,926 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-06 20:09:16,945 semantic_segmentation INFO: Iters: 118410/150000 || Lr: 0.004922 || Task Loss: 0.1545 || KD Loss: 0.0257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:59:01 || Estimated Time: 14:56:08
2023-08-06 20:09:33,761 semantic_segmentation INFO: Iters: 118420/150000 || Lr: 0.004921 || Task Loss: 0.1239 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:59:18 || Estimated Time: 14:55:51
2023-08-06 20:09:50,568 semantic_segmentation INFO: Iters: 118430/150000 || Lr: 0.004919 || Task Loss: 0.2467 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:59:35 || Estimated Time: 14:55:33
2023-08-06 20:10:07,408 semantic_segmentation INFO: Iters: 118440/150000 || Lr: 0.004918 || Task Loss: 0.1769 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:59:51 || Estimated Time: 14:55:16
2023-08-06 20:10:24,203 semantic_segmentation INFO: Iters: 118450/150000 || Lr: 0.004917 || Task Loss: 0.2729 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:00:08 || Estimated Time: 14:54:59
2023-08-06 20:10:40,938 semantic_segmentation INFO: Iters: 118460/150000 || Lr: 0.004915 || Task Loss: 0.1436 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:00:25 || Estimated Time: 14:54:42
2023-08-06 20:10:57,725 semantic_segmentation INFO: Iters: 118470/150000 || Lr: 0.004914 || Task Loss: 0.1533 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:00:42 || Estimated Time: 14:54:25
2023-08-06 20:11:14,536 semantic_segmentation INFO: Iters: 118480/150000 || Lr: 0.004912 || Task Loss: 0.2650 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:00:59 || Estimated Time: 14:54:08
2023-08-06 20:11:31,293 semantic_segmentation INFO: Iters: 118490/150000 || Lr: 0.004911 || Task Loss: 0.2140 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:01:15 || Estimated Time: 14:53:51
2023-08-06 20:11:48,042 semantic_segmentation INFO: Iters: 118500/150000 || Lr: 0.004910 || Task Loss: 0.1888 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:01:32 || Estimated Time: 14:53:34
2023-08-06 20:12:04,766 semantic_segmentation INFO: Iters: 118510/150000 || Lr: 0.004908 || Task Loss: 0.1653 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:01:49 || Estimated Time: 14:53:17
2023-08-06 20:12:21,609 semantic_segmentation INFO: Iters: 118520/150000 || Lr: 0.004907 || Task Loss: 0.1912 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:02:06 || Estimated Time: 14:53:00
2023-08-06 20:12:38,362 semantic_segmentation INFO: Iters: 118530/150000 || Lr: 0.004905 || Task Loss: 0.2698 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:02:22 || Estimated Time: 14:52:43
2023-08-06 20:12:55,085 semantic_segmentation INFO: Iters: 118540/150000 || Lr: 0.004904 || Task Loss: 0.3251 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:02:39 || Estimated Time: 14:52:25
2023-08-06 20:13:11,863 semantic_segmentation INFO: Iters: 118550/150000 || Lr: 0.004903 || Task Loss: 0.1928 || KD Loss: 0.0781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:02:56 || Estimated Time: 14:52:08
2023-08-06 20:13:28,654 semantic_segmentation INFO: Iters: 118560/150000 || Lr: 0.004901 || Task Loss: 0.2711 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:03:13 || Estimated Time: 14:51:51
2023-08-06 20:13:45,453 semantic_segmentation INFO: Iters: 118570/150000 || Lr: 0.004900 || Task Loss: 0.2974 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:03:29 || Estimated Time: 14:51:34
2023-08-06 20:14:02,260 semantic_segmentation INFO: Iters: 118580/150000 || Lr: 0.004898 || Task Loss: 0.2197 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:03:46 || Estimated Time: 14:51:17
2023-08-06 20:14:19,046 semantic_segmentation INFO: Iters: 118590/150000 || Lr: 0.004897 || Task Loss: 0.1590 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:04:03 || Estimated Time: 14:51:00
2023-08-06 20:14:35,843 semantic_segmentation INFO: Iters: 118600/150000 || Lr: 0.004895 || Task Loss: 0.3025 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:04:20 || Estimated Time: 14:50:43
2023-08-06 20:14:52,643 semantic_segmentation INFO: Iters: 118610/150000 || Lr: 0.004894 || Task Loss: 0.3504 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:04:37 || Estimated Time: 14:50:26
2023-08-06 20:15:09,414 semantic_segmentation INFO: Iters: 118620/150000 || Lr: 0.004893 || Task Loss: 0.2085 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:04:53 || Estimated Time: 14:50:09
2023-08-06 20:15:26,171 semantic_segmentation INFO: Iters: 118630/150000 || Lr: 0.004891 || Task Loss: 0.1475 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:05:10 || Estimated Time: 14:49:52
2023-08-06 20:15:42,947 semantic_segmentation INFO: Iters: 118640/150000 || Lr: 0.004890 || Task Loss: 0.1901 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:05:27 || Estimated Time: 14:49:35
2023-08-06 20:15:59,730 semantic_segmentation INFO: Iters: 118650/150000 || Lr: 0.004888 || Task Loss: 0.2349 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:05:44 || Estimated Time: 14:49:18
2023-08-06 20:16:16,468 semantic_segmentation INFO: Iters: 118660/150000 || Lr: 0.004887 || Task Loss: 0.2175 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:06:01 || Estimated Time: 14:49:00
2023-08-06 20:16:33,250 semantic_segmentation INFO: Iters: 118670/150000 || Lr: 0.004886 || Task Loss: 0.1743 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:06:17 || Estimated Time: 14:48:43
2023-08-06 20:16:49,976 semantic_segmentation INFO: Iters: 118680/150000 || Lr: 0.004884 || Task Loss: 0.2180 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:06:34 || Estimated Time: 14:48:26
2023-08-06 20:17:06,767 semantic_segmentation INFO: Iters: 118690/150000 || Lr: 0.004883 || Task Loss: 0.3728 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:06:51 || Estimated Time: 14:48:09
2023-08-06 20:17:23,565 semantic_segmentation INFO: Iters: 118700/150000 || Lr: 0.004881 || Task Loss: 0.1224 || KD Loss: 0.0249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:07:08 || Estimated Time: 14:47:52
2023-08-06 20:17:40,309 semantic_segmentation INFO: Iters: 118710/150000 || Lr: 0.004880 || Task Loss: 0.1207 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:07:24 || Estimated Time: 14:47:35
2023-08-06 20:17:57,133 semantic_segmentation INFO: Iters: 118720/150000 || Lr: 0.004879 || Task Loss: 0.1320 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:07:41 || Estimated Time: 14:47:18
2023-08-06 20:18:13,893 semantic_segmentation INFO: Iters: 118730/150000 || Lr: 0.004877 || Task Loss: 0.1599 || KD Loss: 0.0264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:47:01
2023-08-06 20:18:30,664 semantic_segmentation INFO: Iters: 118740/150000 || Lr: 0.004876 || Task Loss: 0.1916 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:08:15 || Estimated Time: 14:46:44
2023-08-06 20:18:47,600 semantic_segmentation INFO: Iters: 118750/150000 || Lr: 0.004874 || Task Loss: 0.1760 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:08:32 || Estimated Time: 14:46:27
2023-08-06 20:19:04,588 semantic_segmentation INFO: Iters: 118760/150000 || Lr: 0.004873 || Task Loss: 0.2502 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:08:49 || Estimated Time: 14:46:10
2023-08-06 20:19:21,470 semantic_segmentation INFO: Iters: 118770/150000 || Lr: 0.004872 || Task Loss: 0.1971 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:09:06 || Estimated Time: 14:45:53
2023-08-06 20:19:38,240 semantic_segmentation INFO: Iters: 118780/150000 || Lr: 0.004870 || Task Loss: 0.1544 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:09:22 || Estimated Time: 14:45:36
2023-08-06 20:19:54,978 semantic_segmentation INFO: Iters: 118790/150000 || Lr: 0.004869 || Task Loss: 0.2114 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:09:39 || Estimated Time: 14:45:18
2023-08-06 20:20:11,730 semantic_segmentation INFO: Iters: 118800/150000 || Lr: 0.004867 || Task Loss: 0.1938 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:09:56 || Estimated Time: 14:45:01
2023-08-06 20:20:28,513 semantic_segmentation INFO: Iters: 118810/150000 || Lr: 0.004866 || Task Loss: 0.1809 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0530|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:10:13 || Estimated Time: 14:44:44
2023-08-06 20:20:45,289 semantic_segmentation INFO: Iters: 118820/150000 || Lr: 0.004865 || Task Loss: 0.1658 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:10:29 || Estimated Time: 14:44:27
2023-08-06 20:21:02,101 semantic_segmentation INFO: Iters: 118830/150000 || Lr: 0.004863 || Task Loss: 0.2407 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:10:46 || Estimated Time: 14:44:10
2023-08-06 20:21:18,982 semantic_segmentation INFO: Iters: 118840/150000 || Lr: 0.004862 || Task Loss: 0.1335 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:11:03 || Estimated Time: 14:43:53
2023-08-06 20:21:36,084 semantic_segmentation INFO: Iters: 118850/150000 || Lr: 0.004860 || Task Loss: 0.1858 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:11:20 || Estimated Time: 14:43:36
2023-08-06 20:21:52,934 semantic_segmentation INFO: Iters: 118860/150000 || Lr: 0.004859 || Task Loss: 0.2021 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:11:37 || Estimated Time: 14:43:19
2023-08-06 20:22:09,758 semantic_segmentation INFO: Iters: 118870/150000 || Lr: 0.004858 || Task Loss: 0.1221 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:11:54 || Estimated Time: 14:43:02
2023-08-06 20:22:26,555 semantic_segmentation INFO: Iters: 118880/150000 || Lr: 0.004856 || Task Loss: 0.1555 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:12:11 || Estimated Time: 14:42:45
2023-08-06 20:22:43,465 semantic_segmentation INFO: Iters: 118890/150000 || Lr: 0.004855 || Task Loss: 0.1974 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:12:28 || Estimated Time: 14:42:28
2023-08-06 20:23:00,318 semantic_segmentation INFO: Iters: 118900/150000 || Lr: 0.004853 || Task Loss: 0.1432 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:12:44 || Estimated Time: 14:42:11
2023-08-06 20:23:17,126 semantic_segmentation INFO: Iters: 118910/150000 || Lr: 0.004852 || Task Loss: 0.1928 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:13:01 || Estimated Time: 14:41:54
2023-08-06 20:23:34,045 semantic_segmentation INFO: Iters: 118920/150000 || Lr: 0.004851 || Task Loss: 0.1712 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:13:18 || Estimated Time: 14:41:37
2023-08-06 20:23:50,911 semantic_segmentation INFO: Iters: 118930/150000 || Lr: 0.004849 || Task Loss: 0.4388 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:13:35 || Estimated Time: 14:41:20
2023-08-06 20:24:07,701 semantic_segmentation INFO: Iters: 118940/150000 || Lr: 0.004848 || Task Loss: 0.2438 || KD Loss: 0.0863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:13:52 || Estimated Time: 14:41:03
2023-08-06 20:24:24,499 semantic_segmentation INFO: Iters: 118950/150000 || Lr: 0.004846 || Task Loss: 0.1944 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:14:09 || Estimated Time: 14:40:45
2023-08-06 20:24:41,285 semantic_segmentation INFO: Iters: 118960/150000 || Lr: 0.004845 || Task Loss: 0.1556 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:14:25 || Estimated Time: 14:40:28
2023-08-06 20:24:58,095 semantic_segmentation INFO: Iters: 118970/150000 || Lr: 0.004844 || Task Loss: 0.3455 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:14:42 || Estimated Time: 14:40:11
2023-08-06 20:25:14,877 semantic_segmentation INFO: Iters: 118980/150000 || Lr: 0.004842 || Task Loss: 0.2608 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:14:59 || Estimated Time: 14:39:54
2023-08-06 20:25:31,665 semantic_segmentation INFO: Iters: 118990/150000 || Lr: 0.004841 || Task Loss: 0.1717 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:15:16 || Estimated Time: 14:39:37
2023-08-06 20:25:48,464 semantic_segmentation INFO: Iters: 119000/150000 || Lr: 0.004839 || Task Loss: 0.1330 || KD Loss: 0.0239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:15:33 || Estimated Time: 14:39:20
2023-08-06 20:26:05,272 semantic_segmentation INFO: Iters: 119010/150000 || Lr: 0.004838 || Task Loss: 0.2167 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:15:49 || Estimated Time: 14:39:03
2023-08-06 20:26:22,086 semantic_segmentation INFO: Iters: 119020/150000 || Lr: 0.004837 || Task Loss: 0.2179 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:16:06 || Estimated Time: 14:38:46
2023-08-06 20:26:38,890 semantic_segmentation INFO: Iters: 119030/150000 || Lr: 0.004835 || Task Loss: 0.1632 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:16:23 || Estimated Time: 14:38:29
2023-08-06 20:26:55,631 semantic_segmentation INFO: Iters: 119040/150000 || Lr: 0.004834 || Task Loss: 0.2379 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:16:40 || Estimated Time: 14:38:12
2023-08-06 20:27:12,420 semantic_segmentation INFO: Iters: 119050/150000 || Lr: 0.004832 || Task Loss: 0.2341 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:16:56 || Estimated Time: 14:37:55
2023-08-06 20:27:29,178 semantic_segmentation INFO: Iters: 119060/150000 || Lr: 0.004831 || Task Loss: 0.2107 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:17:13 || Estimated Time: 14:37:38
2023-08-06 20:27:46,010 semantic_segmentation INFO: Iters: 119070/150000 || Lr: 0.004830 || Task Loss: 0.1940 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:17:30 || Estimated Time: 14:37:21
2023-08-06 20:28:02,799 semantic_segmentation INFO: Iters: 119080/150000 || Lr: 0.004828 || Task Loss: 0.2144 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:17:47 || Estimated Time: 14:37:03
2023-08-06 20:28:19,527 semantic_segmentation INFO: Iters: 119090/150000 || Lr: 0.004827 || Task Loss: 0.3327 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:18:04 || Estimated Time: 14:36:46
2023-08-06 20:28:36,321 semantic_segmentation INFO: Iters: 119100/150000 || Lr: 0.004825 || Task Loss: 0.1774 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:18:20 || Estimated Time: 14:36:29
2023-08-06 20:28:53,092 semantic_segmentation INFO: Iters: 119110/150000 || Lr: 0.004824 || Task Loss: 0.1531 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:18:37 || Estimated Time: 14:36:12
2023-08-06 20:29:09,828 semantic_segmentation INFO: Iters: 119120/150000 || Lr: 0.004822 || Task Loss: 0.1937 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:18:54 || Estimated Time: 14:35:55
2023-08-06 20:29:26,643 semantic_segmentation INFO: Iters: 119130/150000 || Lr: 0.004821 || Task Loss: 0.2018 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:19:11 || Estimated Time: 14:35:38
2023-08-06 20:29:43,417 semantic_segmentation INFO: Iters: 119140/150000 || Lr: 0.004820 || Task Loss: 0.1413 || KD Loss: 0.0265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:19:27 || Estimated Time: 14:35:21
2023-08-06 20:30:00,191 semantic_segmentation INFO: Iters: 119150/150000 || Lr: 0.004818 || Task Loss: 0.1580 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:19:44 || Estimated Time: 14:35:04
2023-08-06 20:30:17,034 semantic_segmentation INFO: Iters: 119160/150000 || Lr: 0.004817 || Task Loss: 0.1961 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:20:01 || Estimated Time: 14:34:47
2023-08-06 20:30:33,833 semantic_segmentation INFO: Iters: 119170/150000 || Lr: 0.004815 || Task Loss: 0.1525 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:20:18 || Estimated Time: 14:34:30
2023-08-06 20:30:50,574 semantic_segmentation INFO: Iters: 119180/150000 || Lr: 0.004814 || Task Loss: 0.3662 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:20:35 || Estimated Time: 14:34:13
2023-08-06 20:31:07,351 semantic_segmentation INFO: Iters: 119190/150000 || Lr: 0.004813 || Task Loss: 0.1319 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:20:51 || Estimated Time: 14:33:56
2023-08-06 20:31:24,115 semantic_segmentation INFO: Iters: 119200/150000 || Lr: 0.004811 || Task Loss: 0.2682 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:21:08 || Estimated Time: 14:33:38
2023-08-06 20:31:24,193 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 20:31:24,985 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.414
2023-08-06 20:31:25,115 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.510
2023-08-06 20:31:25,243 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.524
2023-08-06 20:31:25,368 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.553
2023-08-06 20:31:25,489 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.543
2023-08-06 20:31:25,608 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.545
2023-08-06 20:31:25,729 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.586
2023-08-06 20:31:25,852 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.617
2023-08-06 20:31:25,976 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.665
2023-08-06 20:31:26,097 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.713
2023-08-06 20:31:26,224 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.720
2023-08-06 20:31:26,358 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.744
2023-08-06 20:31:26,479 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.752
2023-08-06 20:31:26,602 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.748
2023-08-06 20:31:26,724 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.746
2023-08-06 20:31:26,844 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.738
2023-08-06 20:31:26,967 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.739
2023-08-06 20:31:27,090 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.744
2023-08-06 20:31:27,215 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.749
2023-08-06 20:31:27,335 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.756
2023-08-06 20:31:27,459 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.756
2023-08-06 20:31:27,588 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.961, mIoU: 0.768
2023-08-06 20:31:27,715 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.960, mIoU: 0.764
2023-08-06 20:31:27,840 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.960, mIoU: 0.771
2023-08-06 20:31:27,960 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.958, mIoU: 0.779
2023-08-06 20:31:28,082 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.958, mIoU: 0.781
2023-08-06 20:31:28,204 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-06 20:31:28,325 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-06 20:31:28,445 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-06 20:31:28,565 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.766
2023-08-06 20:31:28,690 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-06 20:31:28,815 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-06 20:31:28,942 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-06 20:31:29,067 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-06 20:31:29,190 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.762
2023-08-06 20:31:29,310 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-06 20:31:29,429 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-06 20:31:29,553 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-06 20:31:29,672 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:31:29,790 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 20:31:29,914 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 20:31:30,044 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:31:30,166 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:31:30,288 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-06 20:31:30,408 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 20:31:30,528 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-06 20:31:30,650 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:31:30,771 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-06 20:31:30,890 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:31:31,008 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:31:31,136 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 20:31:31,269 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-06 20:31:31,388 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-06 20:31:31,509 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-06 20:31:31,627 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-06 20:31:31,751 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-06 20:31:31,876 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-06 20:31:32,001 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-06 20:31:32,125 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.773
2023-08-06 20:31:32,247 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-06 20:31:32,367 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.774
2023-08-06 20:31:32,490 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.776
2023-08-06 20:31:32,611 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-06 20:31:32,733 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.772
2023-08-06 20:31:32,853 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-06 20:31:32,980 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-06 20:31:33,113 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.774
2023-08-06 20:31:33,233 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-06 20:31:33,358 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.773
2023-08-06 20:31:33,481 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.773
2023-08-06 20:31:33,600 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-06 20:31:33,719 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-06 20:31:33,839 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-06 20:31:33,959 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-06 20:31:34,077 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-06 20:31:34,200 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-06 20:31:34,323 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-06 20:31:34,448 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-06 20:31:34,573 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-06 20:31:34,697 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-06 20:31:34,821 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-06 20:31:34,942 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-06 20:31:35,065 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-06 20:31:35,185 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-06 20:31:35,301 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-06 20:31:35,425 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-06 20:31:35,556 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-06 20:31:35,675 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-06 20:31:35,795 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-06 20:31:35,914 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 20:31:36,034 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-06 20:31:36,150 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-06 20:31:36,275 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-06 20:31:36,401 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-06 20:31:36,526 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-06 20:31:36,649 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-06 20:31:36,773 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.773
2023-08-06 20:31:36,892 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-06 20:31:37,011 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-06 20:31:37,131 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-06 20:31:37,249 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.771
2023-08-06 20:31:37,366 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-06 20:31:37,492 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-06 20:31:37,622 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-06 20:31:37,744 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-06 20:31:37,866 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-06 20:31:37,985 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-06 20:31:38,107 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-06 20:31:38,230 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.770
2023-08-06 20:31:38,352 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.771
2023-08-06 20:31:38,472 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.771
2023-08-06 20:31:38,589 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.770
2023-08-06 20:31:38,714 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.770
2023-08-06 20:31:38,844 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-06 20:31:38,966 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-06 20:31:39,088 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-06 20:31:39,208 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-06 20:31:39,330 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-06 20:31:39,453 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-06 20:31:39,576 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-06 20:31:39,696 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-06 20:31:39,813 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-06 20:31:39,932 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-06 20:31:40,050 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-06 20:31:40,177 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-06 20:31:40,305 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-06 20:31:40,427 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-06 20:31:40,551 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-06 20:31:40,675 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-06 20:31:40,797 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-06 20:31:40,920 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-06 20:31:41,042 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-06 20:31:41,165 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-06 20:31:41,291 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-06 20:31:41,416 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-06 20:31:41,538 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-06 20:31:41,661 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-06 20:31:41,790 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-06 20:31:41,920 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-06 20:31:42,045 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-06 20:31:42,170 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-06 20:31:42,290 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-06 20:31:42,412 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-06 20:31:42,535 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-06 20:31:42,655 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-06 20:31:42,775 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-06 20:31:42,896 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-06 20:31:43,024 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-06 20:31:43,156 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-06 20:31:43,279 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.949, mIoU: 0.764
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2023-08-06 20:32:07,682 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 20:32:07,802 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 20:32:07,923 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 20:32:08,044 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 20:32:08,165 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 20:32:08,282 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 20:32:08,406 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 20:32:08,532 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 20:32:08,660 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 20:32:08,789 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 20:32:08,919 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 20:32:09,039 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 20:32:09,158 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 20:32:09,277 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 20:32:09,395 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 20:32:09,512 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 20:32:09,640 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 20:32:09,774 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 20:32:09,894 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 20:32:10,017 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 20:32:10,139 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 20:32:10,261 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 20:32:10,382 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 20:32:10,504 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:10,624 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:10,742 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:10,867 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:10,997 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:11,119 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:11,240 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:11,358 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:11,483 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:11,614 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 20:32:11,735 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 20:32:11,856 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 20:32:11,977 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 20:32:12,101 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 20:32:12,225 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 20:32:12,351 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 20:32:12,478 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 20:32:12,597 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 20:32:12,720 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:12,844 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:12,966 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:13,086 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:13,203 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:13,329 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:13,461 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:13,582 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:13,704 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:13,826 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:13,947 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 20:32:14,068 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 20:32:14,187 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 20:32:14,308 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 20:32:14,427 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 20:32:14,551 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 20:32:14,673 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:14,805 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:14,936 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:15,062 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:15,184 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:15,307 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:15,429 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:15,552 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:15,674 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:15,801 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:15,929 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:16,056 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:16,187 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:16,318 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:16,443 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:16,568 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:16,690 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:16,816 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 20:32:16,942 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 20:32:17,068 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 20:32:17,192 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:17,311 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:17,432 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:17,553 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:17,674 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:17,795 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:17,915 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:18,044 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:18,177 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:18,302 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:18,432 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:18,559 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:18,680 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:18,800 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:18,920 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:19,039 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:19,158 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:19,285 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:19,413 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:19,541 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:19,668 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:19,797 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:19,922 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:32:20,047 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 20:32:20,168 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 20:32:20,295 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 20:32:20,423 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 20:32:20,549 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 20:32:20,675 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 20:32:20,796 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 20:32:20,918 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 20:32:21,042 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:21,165 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:21,286 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:21,401 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:21,529 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:21,660 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:21,783 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:21,909 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:22,033 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:22,153 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:22,272 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:22,392 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:22,515 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:22,636 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:22,761 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:22,889 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:23,016 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 20:32:23,140 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:23,255 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:23,380 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:23,507 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:23,631 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:23,756 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:23,881 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:24,001 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:24,121 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:24,241 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:24,365 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:24,491 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:24,610 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:24,729 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:24,848 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:24,966 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:25,084 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 20:32:25,212 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 20:32:25,346 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 20:32:25,467 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-06 20:32:25,590 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 20:32:25,713 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-06 20:32:25,833 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-06 20:32:25,953 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-06 20:32:26,073 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-06 20:32:26,191 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-06 20:32:26,307 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-06 20:32:43,392 semantic_segmentation INFO: Iters: 119210/150000 || Lr: 0.004810 || Task Loss: 0.1724 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:22:27 || Estimated Time: 14:33:38
2023-08-06 20:33:00,181 semantic_segmentation INFO: Iters: 119220/150000 || Lr: 0.004808 || Task Loss: 0.1517 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:22:44 || Estimated Time: 14:33:20
2023-08-06 20:33:17,020 semantic_segmentation INFO: Iters: 119230/150000 || Lr: 0.004807 || Task Loss: 0.1386 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:23:01 || Estimated Time: 14:33:03
2023-08-06 20:33:33,818 semantic_segmentation INFO: Iters: 119240/150000 || Lr: 0.004806 || Task Loss: 0.2564 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:23:18 || Estimated Time: 14:32:46
2023-08-06 20:33:50,692 semantic_segmentation INFO: Iters: 119250/150000 || Lr: 0.004804 || Task Loss: 0.2119 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:23:35 || Estimated Time: 14:32:29
2023-08-06 20:34:07,499 semantic_segmentation INFO: Iters: 119260/150000 || Lr: 0.004803 || Task Loss: 0.1824 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:23:52 || Estimated Time: 14:32:12
2023-08-06 20:34:24,304 semantic_segmentation INFO: Iters: 119270/150000 || Lr: 0.004801 || Task Loss: 0.2553 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:24:08 || Estimated Time: 14:31:55
2023-08-06 20:34:41,135 semantic_segmentation INFO: Iters: 119280/150000 || Lr: 0.004800 || Task Loss: 0.3490 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:24:25 || Estimated Time: 14:31:38
2023-08-06 20:34:57,946 semantic_segmentation INFO: Iters: 119290/150000 || Lr: 0.004799 || Task Loss: 0.2295 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:24:42 || Estimated Time: 14:31:21
2023-08-06 20:35:14,870 semantic_segmentation INFO: Iters: 119300/150000 || Lr: 0.004797 || Task Loss: 0.1320 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:24:59 || Estimated Time: 14:31:04
2023-08-06 20:35:31,722 semantic_segmentation INFO: Iters: 119310/150000 || Lr: 0.004796 || Task Loss: 0.2329 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:25:16 || Estimated Time: 14:30:47
2023-08-06 20:35:48,656 semantic_segmentation INFO: Iters: 119320/150000 || Lr: 0.004794 || Task Loss: 0.1621 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:25:33 || Estimated Time: 14:30:30
2023-08-06 20:36:05,458 semantic_segmentation INFO: Iters: 119330/150000 || Lr: 0.004793 || Task Loss: 0.1714 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:25:49 || Estimated Time: 14:30:13
2023-08-06 20:36:22,311 semantic_segmentation INFO: Iters: 119340/150000 || Lr: 0.004792 || Task Loss: 0.1881 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:26:06 || Estimated Time: 14:29:56
2023-08-06 20:36:39,160 semantic_segmentation INFO: Iters: 119350/150000 || Lr: 0.004790 || Task Loss: 0.2105 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:26:23 || Estimated Time: 14:29:38
2023-08-06 20:36:55,989 semantic_segmentation INFO: Iters: 119360/150000 || Lr: 0.004789 || Task Loss: 0.1441 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:26:40 || Estimated Time: 14:29:21
2023-08-06 20:37:12,797 semantic_segmentation INFO: Iters: 119370/150000 || Lr: 0.004787 || Task Loss: 0.2751 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:29:04
2023-08-06 20:37:29,589 semantic_segmentation INFO: Iters: 119380/150000 || Lr: 0.004786 || Task Loss: 0.2054 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:28:47
2023-08-06 20:37:46,418 semantic_segmentation INFO: Iters: 119390/150000 || Lr: 0.004785 || Task Loss: 0.2519 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:28:30
2023-08-06 20:38:03,232 semantic_segmentation INFO: Iters: 119400/150000 || Lr: 0.004783 || Task Loss: 0.1934 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:28:13
2023-08-06 20:38:20,009 semantic_segmentation INFO: Iters: 119410/150000 || Lr: 0.004782 || Task Loss: 0.1497 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:28:04 || Estimated Time: 14:27:56
2023-08-06 20:38:36,806 semantic_segmentation INFO: Iters: 119420/150000 || Lr: 0.004780 || Task Loss: 0.1390 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:28:21 || Estimated Time: 14:27:39
2023-08-06 20:38:53,607 semantic_segmentation INFO: Iters: 119430/150000 || Lr: 0.004779 || Task Loss: 0.2129 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:28:38 || Estimated Time: 14:27:22
2023-08-06 20:39:10,506 semantic_segmentation INFO: Iters: 119440/150000 || Lr: 0.004777 || Task Loss: 0.1989 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:28:55 || Estimated Time: 14:27:05
2023-08-06 20:39:27,330 semantic_segmentation INFO: Iters: 119450/150000 || Lr: 0.004776 || Task Loss: 0.1338 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:29:11 || Estimated Time: 14:26:48
2023-08-06 20:39:44,172 semantic_segmentation INFO: Iters: 119460/150000 || Lr: 0.004775 || Task Loss: 0.3109 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:29:28 || Estimated Time: 14:26:31
2023-08-06 20:40:00,978 semantic_segmentation INFO: Iters: 119470/150000 || Lr: 0.004773 || Task Loss: 0.1764 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:29:45 || Estimated Time: 14:26:14
2023-08-06 20:40:17,775 semantic_segmentation INFO: Iters: 119480/150000 || Lr: 0.004772 || Task Loss: 0.1517 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:30:02 || Estimated Time: 14:25:56
2023-08-06 20:40:34,538 semantic_segmentation INFO: Iters: 119490/150000 || Lr: 0.004770 || Task Loss: 0.1435 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:30:19 || Estimated Time: 14:25:39
2023-08-06 20:40:51,327 semantic_segmentation INFO: Iters: 119500/150000 || Lr: 0.004769 || Task Loss: 0.1626 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:30:35 || Estimated Time: 14:25:22
2023-08-06 20:41:08,143 semantic_segmentation INFO: Iters: 119510/150000 || Lr: 0.004768 || Task Loss: 0.2357 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:30:52 || Estimated Time: 14:25:05
2023-08-06 20:41:24,927 semantic_segmentation INFO: Iters: 119520/150000 || Lr: 0.004766 || Task Loss: 0.2334 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:31:09 || Estimated Time: 14:24:48
2023-08-06 20:41:41,726 semantic_segmentation INFO: Iters: 119530/150000 || Lr: 0.004765 || Task Loss: 0.2080 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:31:26 || Estimated Time: 14:24:31
2023-08-06 20:41:58,519 semantic_segmentation INFO: Iters: 119540/150000 || Lr: 0.004763 || Task Loss: 0.1629 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:31:43 || Estimated Time: 14:24:14
2023-08-06 20:42:15,280 semantic_segmentation INFO: Iters: 119550/150000 || Lr: 0.004762 || Task Loss: 0.1607 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:31:59 || Estimated Time: 14:23:57
2023-08-06 20:42:32,052 semantic_segmentation INFO: Iters: 119560/150000 || Lr: 0.004761 || Task Loss: 0.1757 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:32:16 || Estimated Time: 14:23:40
2023-08-06 20:42:48,850 semantic_segmentation INFO: Iters: 119570/150000 || Lr: 0.004759 || Task Loss: 0.1845 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:32:33 || Estimated Time: 14:23:23
2023-08-06 20:43:05,685 semantic_segmentation INFO: Iters: 119580/150000 || Lr: 0.004758 || Task Loss: 0.1155 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:32:50 || Estimated Time: 14:23:06
2023-08-06 20:43:22,520 semantic_segmentation INFO: Iters: 119590/150000 || Lr: 0.004756 || Task Loss: 0.1706 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:33:07 || Estimated Time: 14:22:49
2023-08-06 20:43:39,550 semantic_segmentation INFO: Iters: 119600/150000 || Lr: 0.004755 || Task Loss: 0.1410 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:33:24 || Estimated Time: 14:22:32
2023-08-06 20:43:56,513 semantic_segmentation INFO: Iters: 119610/150000 || Lr: 0.004754 || Task Loss: 0.1623 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:33:41 || Estimated Time: 14:22:15
2023-08-06 20:44:13,345 semantic_segmentation INFO: Iters: 119620/150000 || Lr: 0.004752 || Task Loss: 0.2159 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:33:57 || Estimated Time: 14:21:57
2023-08-06 20:44:30,092 semantic_segmentation INFO: Iters: 119630/150000 || Lr: 0.004751 || Task Loss: 0.1356 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:34:14 || Estimated Time: 14:21:40
2023-08-06 20:44:46,867 semantic_segmentation INFO: Iters: 119640/150000 || Lr: 0.004749 || Task Loss: 0.2538 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:34:31 || Estimated Time: 14:21:23
2023-08-06 20:45:03,604 semantic_segmentation INFO: Iters: 119650/150000 || Lr: 0.004748 || Task Loss: 0.2484 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:34:48 || Estimated Time: 14:21:06
2023-08-06 20:45:20,374 semantic_segmentation INFO: Iters: 119660/150000 || Lr: 0.004747 || Task Loss: 0.1086 || KD Loss: 0.0231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:35:04 || Estimated Time: 14:20:49
2023-08-06 20:45:37,108 semantic_segmentation INFO: Iters: 119670/150000 || Lr: 0.004745 || Task Loss: 0.2134 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:35:21 || Estimated Time: 14:20:32
2023-08-06 20:45:53,901 semantic_segmentation INFO: Iters: 119680/150000 || Lr: 0.004744 || Task Loss: 0.2577 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:35:38 || Estimated Time: 14:20:15
2023-08-06 20:46:10,566 semantic_segmentation INFO: Iters: 119690/150000 || Lr: 0.004742 || Task Loss: 0.2749 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:35:55 || Estimated Time: 14:19:58
2023-08-06 20:46:27,339 semantic_segmentation INFO: Iters: 119700/150000 || Lr: 0.004741 || Task Loss: 0.1969 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:36:11 || Estimated Time: 14:19:41
2023-08-06 20:46:44,020 semantic_segmentation INFO: Iters: 119710/150000 || Lr: 0.004739 || Task Loss: 0.2088 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:36:28 || Estimated Time: 14:19:24
2023-08-06 20:47:00,820 semantic_segmentation INFO: Iters: 119720/150000 || Lr: 0.004738 || Task Loss: 0.0933 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0473|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:36:45 || Estimated Time: 14:19:07
2023-08-06 20:47:17,604 semantic_segmentation INFO: Iters: 119730/150000 || Lr: 0.004737 || Task Loss: 0.1967 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:37:02 || Estimated Time: 14:18:49
2023-08-06 20:47:34,330 semantic_segmentation INFO: Iters: 119740/150000 || Lr: 0.004735 || Task Loss: 0.2347 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:37:18 || Estimated Time: 14:18:32
2023-08-06 20:47:51,082 semantic_segmentation INFO: Iters: 119750/150000 || Lr: 0.004734 || Task Loss: 0.2366 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:37:35 || Estimated Time: 14:18:15
2023-08-06 20:48:07,862 semantic_segmentation INFO: Iters: 119760/150000 || Lr: 0.004732 || Task Loss: 0.1849 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:37:52 || Estimated Time: 14:17:58
2023-08-06 20:48:24,618 semantic_segmentation INFO: Iters: 119770/150000 || Lr: 0.004731 || Task Loss: 0.3712 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:38:09 || Estimated Time: 14:17:41
2023-08-06 20:48:41,407 semantic_segmentation INFO: Iters: 119780/150000 || Lr: 0.004730 || Task Loss: 0.1868 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:38:25 || Estimated Time: 14:17:24
2023-08-06 20:48:58,169 semantic_segmentation INFO: Iters: 119790/150000 || Lr: 0.004728 || Task Loss: 0.2962 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:38:42 || Estimated Time: 14:17:07
2023-08-06 20:49:14,902 semantic_segmentation INFO: Iters: 119800/150000 || Lr: 0.004727 || Task Loss: 0.2014 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:38:59 || Estimated Time: 14:16:50
2023-08-06 20:49:31,663 semantic_segmentation INFO: Iters: 119810/150000 || Lr: 0.004725 || Task Loss: 0.2353 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:39:16 || Estimated Time: 14:16:33
2023-08-06 20:49:48,412 semantic_segmentation INFO: Iters: 119820/150000 || Lr: 0.004724 || Task Loss: 0.2509 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:39:32 || Estimated Time: 14:16:16
2023-08-06 20:50:05,265 semantic_segmentation INFO: Iters: 119830/150000 || Lr: 0.004723 || Task Loss: 0.1664 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:39:49 || Estimated Time: 14:15:59
2023-08-06 20:50:22,067 semantic_segmentation INFO: Iters: 119840/150000 || Lr: 0.004721 || Task Loss: 0.1575 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:40:06 || Estimated Time: 14:15:41
2023-08-06 20:50:38,791 semantic_segmentation INFO: Iters: 119850/150000 || Lr: 0.004720 || Task Loss: 0.2146 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:40:23 || Estimated Time: 14:15:24
2023-08-06 20:50:55,530 semantic_segmentation INFO: Iters: 119860/150000 || Lr: 0.004718 || Task Loss: 0.2215 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:40:40 || Estimated Time: 14:15:07
2023-08-06 20:51:12,307 semantic_segmentation INFO: Iters: 119870/150000 || Lr: 0.004717 || Task Loss: 0.2780 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:40:56 || Estimated Time: 14:14:50
2023-08-06 20:51:29,057 semantic_segmentation INFO: Iters: 119880/150000 || Lr: 0.004716 || Task Loss: 0.1868 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:41:13 || Estimated Time: 14:14:33
2023-08-06 20:51:45,795 semantic_segmentation INFO: Iters: 119890/150000 || Lr: 0.004714 || Task Loss: 0.1240 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:41:30 || Estimated Time: 14:14:16
2023-08-06 20:52:02,562 semantic_segmentation INFO: Iters: 119900/150000 || Lr: 0.004713 || Task Loss: 0.1819 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:41:47 || Estimated Time: 14:13:59
2023-08-06 20:52:19,286 semantic_segmentation INFO: Iters: 119910/150000 || Lr: 0.004711 || Task Loss: 0.1677 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:42:03 || Estimated Time: 14:13:42
2023-08-06 20:52:36,119 semantic_segmentation INFO: Iters: 119920/150000 || Lr: 0.004710 || Task Loss: 0.2057 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:42:20 || Estimated Time: 14:13:25
2023-08-06 20:52:52,973 semantic_segmentation INFO: Iters: 119930/150000 || Lr: 0.004708 || Task Loss: 0.2330 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:42:37 || Estimated Time: 14:13:08
2023-08-06 20:53:09,811 semantic_segmentation INFO: Iters: 119940/150000 || Lr: 0.004707 || Task Loss: 0.1704 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:42:54 || Estimated Time: 14:12:51
2023-08-06 20:53:26,659 semantic_segmentation INFO: Iters: 119950/150000 || Lr: 0.004706 || Task Loss: 0.2493 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:43:11 || Estimated Time: 14:12:34
2023-08-06 20:53:43,509 semantic_segmentation INFO: Iters: 119960/150000 || Lr: 0.004704 || Task Loss: 0.1811 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:43:28 || Estimated Time: 14:12:16
2023-08-06 20:54:00,305 semantic_segmentation INFO: Iters: 119970/150000 || Lr: 0.004703 || Task Loss: 0.2016 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:43:44 || Estimated Time: 14:11:59
2023-08-06 20:54:17,226 semantic_segmentation INFO: Iters: 119980/150000 || Lr: 0.004701 || Task Loss: 0.2215 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:44:01 || Estimated Time: 14:11:42
2023-08-06 20:54:34,043 semantic_segmentation INFO: Iters: 119990/150000 || Lr: 0.004700 || Task Loss: 0.1820 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:44:18 || Estimated Time: 14:11:25
2023-08-06 20:54:50,890 semantic_segmentation INFO: Iters: 120000/150000 || Lr: 0.004699 || Task Loss: 0.2091 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:11:08
2023-08-06 20:54:50,977 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 20:54:51,874 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.412
2023-08-06 20:54:51,998 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.510
2023-08-06 20:54:52,118 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.526
2023-08-06 20:54:52,236 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.552
2023-08-06 20:54:52,362 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.542
2023-08-06 20:54:52,495 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.545
2023-08-06 20:54:52,614 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.593
2023-08-06 20:54:52,733 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.629
2023-08-06 20:54:52,852 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.675
2023-08-06 20:54:52,973 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.726
2023-08-06 20:54:53,094 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.730
2023-08-06 20:54:53,218 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.746
2023-08-06 20:54:53,344 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.751
2023-08-06 20:54:53,468 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.740
2023-08-06 20:54:53,589 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.735
2023-08-06 20:54:53,711 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.727
2023-08-06 20:54:53,834 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.729
2023-08-06 20:54:53,958 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.734
2023-08-06 20:54:54,079 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.740
2023-08-06 20:54:54,203 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.746
2023-08-06 20:54:54,331 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.747
2023-08-06 20:54:54,453 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-06 20:54:54,576 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-06 20:54:54,697 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-06 20:54:54,823 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.776
2023-08-06 20:54:54,952 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.778
2023-08-06 20:54:55,075 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-06 20:54:55,198 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-06 20:54:55,318 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-06 20:54:55,440 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-06 20:54:55,565 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.762
2023-08-06 20:54:55,688 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-06 20:54:55,812 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-06 20:54:55,930 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-06 20:54:56,053 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-06 20:54:56,182 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-06 20:54:56,305 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-06 20:54:56,426 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 20:54:56,546 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 20:54:56,670 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 20:54:56,797 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 20:54:56,921 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 20:54:57,043 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 20:54:57,163 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 20:54:57,285 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 20:54:57,411 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-06 20:54:57,536 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 20:54:57,660 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 20:54:57,779 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:54:57,901 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 20:54:58,025 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 20:54:58,149 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 20:54:58,270 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 20:54:58,391 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-06 20:54:58,518 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-06 20:54:58,647 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-06 20:54:58,774 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-06 20:54:58,903 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-06 20:54:59,028 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.762
2023-08-06 20:54:59,149 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-06 20:54:59,272 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-06 20:54:59,394 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-06 20:54:59,515 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-06 20:54:59,635 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-06 20:54:59,761 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-06 20:54:59,889 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-06 20:55:00,016 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-06 20:55:00,144 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-06 20:55:00,271 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.765
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2023-08-06 20:55:02,246 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.756
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2023-08-06 20:55:04,194 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.765
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2023-08-06 20:55:49,068 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:49,190 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:49,310 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:49,431 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:49,550 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:49,671 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:49,788 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:49,910 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:50,035 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:50,161 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:50,284 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:50,408 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:50,531 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:55:50,655 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:55:50,777 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:50,899 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:51,019 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:51,148 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:51,284 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:51,405 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:51,529 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 20:55:51,650 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:55:51,771 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:55:51,891 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:55:52,012 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:55:52,131 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 20:55:52,249 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:55:52,374 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:55:52,504 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:55:52,627 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:55:52,752 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:55:52,873 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:55:52,994 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:55:53,114 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:55:53,233 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:55:53,351 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 20:56:10,254 semantic_segmentation INFO: Iters: 120010/150000 || Lr: 0.004697 || Task Loss: 0.2325 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:45:54 || Estimated Time: 14:11:07
2023-08-06 20:56:27,028 semantic_segmentation INFO: Iters: 120020/150000 || Lr: 0.004696 || Task Loss: 0.2451 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:46:11 || Estimated Time: 14:10:50
2023-08-06 20:56:43,851 semantic_segmentation INFO: Iters: 120030/150000 || Lr: 0.004694 || Task Loss: 0.1980 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:46:28 || Estimated Time: 14:10:33
2023-08-06 20:57:00,666 semantic_segmentation INFO: Iters: 120040/150000 || Lr: 0.004693 || Task Loss: 0.2702 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:46:45 || Estimated Time: 14:10:16
2023-08-06 20:57:17,449 semantic_segmentation INFO: Iters: 120050/150000 || Lr: 0.004692 || Task Loss: 0.2308 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:47:01 || Estimated Time: 14:09:58
2023-08-06 20:57:34,238 semantic_segmentation INFO: Iters: 120060/150000 || Lr: 0.004690 || Task Loss: 0.1646 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:47:18 || Estimated Time: 14:09:41
2023-08-06 20:57:50,965 semantic_segmentation INFO: Iters: 120070/150000 || Lr: 0.004689 || Task Loss: 0.2336 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:47:35 || Estimated Time: 14:09:24
2023-08-06 20:58:07,708 semantic_segmentation INFO: Iters: 120080/150000 || Lr: 0.004687 || Task Loss: 0.1844 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:09:07
2023-08-06 20:58:24,483 semantic_segmentation INFO: Iters: 120090/150000 || Lr: 0.004686 || Task Loss: 0.3485 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:48:09 || Estimated Time: 14:08:50
2023-08-06 20:58:41,283 semantic_segmentation INFO: Iters: 120100/150000 || Lr: 0.004685 || Task Loss: 0.2178 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:08:33
2023-08-06 20:58:58,016 semantic_segmentation INFO: Iters: 120110/150000 || Lr: 0.004683 || Task Loss: 0.1232 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:48:42 || Estimated Time: 14:08:16
2023-08-06 20:59:14,806 semantic_segmentation INFO: Iters: 120120/150000 || Lr: 0.004682 || Task Loss: 0.2427 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:48:59 || Estimated Time: 14:07:59
2023-08-06 20:59:31,657 semantic_segmentation INFO: Iters: 120130/150000 || Lr: 0.004680 || Task Loss: 0.4781 || KD Loss: 0.2101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:49:16 || Estimated Time: 14:07:42
2023-08-06 20:59:48,495 semantic_segmentation INFO: Iters: 120140/150000 || Lr: 0.004679 || Task Loss: 0.2693 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:49:33 || Estimated Time: 14:07:25
2023-08-06 21:00:05,292 semantic_segmentation INFO: Iters: 120150/150000 || Lr: 0.004677 || Task Loss: 0.2330 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:49:49 || Estimated Time: 14:07:08
2023-08-06 21:00:22,063 semantic_segmentation INFO: Iters: 120160/150000 || Lr: 0.004676 || Task Loss: 0.2108 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:50:06 || Estimated Time: 14:06:50
2023-08-06 21:00:38,882 semantic_segmentation INFO: Iters: 120170/150000 || Lr: 0.004675 || Task Loss: 0.3148 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:50:23 || Estimated Time: 14:06:33
2023-08-06 21:00:55,569 semantic_segmentation INFO: Iters: 120180/150000 || Lr: 0.004673 || Task Loss: 0.3097 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:50:40 || Estimated Time: 14:06:16
2023-08-06 21:01:12,412 semantic_segmentation INFO: Iters: 120190/150000 || Lr: 0.004672 || Task Loss: 0.1964 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:50:56 || Estimated Time: 14:05:59
2023-08-06 21:01:29,161 semantic_segmentation INFO: Iters: 120200/150000 || Lr: 0.004670 || Task Loss: 0.1461 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:51:13 || Estimated Time: 14:05:42
2023-08-06 21:01:45,944 semantic_segmentation INFO: Iters: 120210/150000 || Lr: 0.004669 || Task Loss: 0.2197 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:51:30 || Estimated Time: 14:05:25
2023-08-06 21:02:02,728 semantic_segmentation INFO: Iters: 120220/150000 || Lr: 0.004668 || Task Loss: 0.2329 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:51:47 || Estimated Time: 14:05:08
2023-08-06 21:02:19,444 semantic_segmentation INFO: Iters: 120230/150000 || Lr: 0.004666 || Task Loss: 0.3310 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:52:03 || Estimated Time: 14:04:51
2023-08-06 21:02:36,177 semantic_segmentation INFO: Iters: 120240/150000 || Lr: 0.004665 || Task Loss: 0.2958 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:52:20 || Estimated Time: 14:04:34
2023-08-06 21:02:52,969 semantic_segmentation INFO: Iters: 120250/150000 || Lr: 0.004663 || Task Loss: 0.1968 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:52:37 || Estimated Time: 14:04:17
2023-08-06 21:03:09,722 semantic_segmentation INFO: Iters: 120260/150000 || Lr: 0.004662 || Task Loss: 0.1781 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:52:54 || Estimated Time: 14:04:00
2023-08-06 21:03:26,492 semantic_segmentation INFO: Iters: 120270/150000 || Lr: 0.004661 || Task Loss: 0.2502 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:53:11 || Estimated Time: 14:03:42
2023-08-06 21:03:43,225 semantic_segmentation INFO: Iters: 120280/150000 || Lr: 0.004659 || Task Loss: 0.1542 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:53:27 || Estimated Time: 14:03:25
2023-08-06 21:03:59,974 semantic_segmentation INFO: Iters: 120290/150000 || Lr: 0.004658 || Task Loss: 0.1547 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:53:44 || Estimated Time: 14:03:08
2023-08-06 21:04:16,732 semantic_segmentation INFO: Iters: 120300/150000 || Lr: 0.004656 || Task Loss: 0.2055 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:54:01 || Estimated Time: 14:02:51
2023-08-06 21:04:33,513 semantic_segmentation INFO: Iters: 120310/150000 || Lr: 0.004655 || Task Loss: 0.2168 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:54:18 || Estimated Time: 14:02:34
2023-08-06 21:04:50,276 semantic_segmentation INFO: Iters: 120320/150000 || Lr: 0.004653 || Task Loss: 0.1911 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:54:34 || Estimated Time: 14:02:17
2023-08-06 21:05:07,058 semantic_segmentation INFO: Iters: 120330/150000 || Lr: 0.004652 || Task Loss: 0.2319 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:54:51 || Estimated Time: 14:02:00
2023-08-06 21:05:23,857 semantic_segmentation INFO: Iters: 120340/150000 || Lr: 0.004651 || Task Loss: 0.1195 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:55:08 || Estimated Time: 14:01:43
2023-08-06 21:05:40,646 semantic_segmentation INFO: Iters: 120350/150000 || Lr: 0.004649 || Task Loss: 0.1372 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:55:25 || Estimated Time: 14:01:26
2023-08-06 21:05:57,392 semantic_segmentation INFO: Iters: 120360/150000 || Lr: 0.004648 || Task Loss: 0.1872 || KD Loss: 0.0637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:55:41 || Estimated Time: 14:01:09
2023-08-06 21:06:14,177 semantic_segmentation INFO: Iters: 120370/150000 || Lr: 0.004646 || Task Loss: 0.1861 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:55:58 || Estimated Time: 14:00:52
2023-08-06 21:06:30,949 semantic_segmentation INFO: Iters: 120380/150000 || Lr: 0.004645 || Task Loss: 0.2366 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:56:15 || Estimated Time: 14:00:34
2023-08-06 21:06:47,724 semantic_segmentation INFO: Iters: 120390/150000 || Lr: 0.004644 || Task Loss: 0.2563 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:56:32 || Estimated Time: 14:00:17
2023-08-06 21:07:04,500 semantic_segmentation INFO: Iters: 120400/150000 || Lr: 0.004642 || Task Loss: 0.4041 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:56:49 || Estimated Time: 14:00:00
2023-08-06 21:07:21,309 semantic_segmentation INFO: Iters: 120410/150000 || Lr: 0.004641 || Task Loss: 0.1785 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:57:05 || Estimated Time: 13:59:43
2023-08-06 21:07:38,109 semantic_segmentation INFO: Iters: 120420/150000 || Lr: 0.004639 || Task Loss: 0.2509 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:57:22 || Estimated Time: 13:59:26
2023-08-06 21:07:54,965 semantic_segmentation INFO: Iters: 120430/150000 || Lr: 0.004638 || Task Loss: 0.2075 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:57:39 || Estimated Time: 13:59:09
2023-08-06 21:08:11,888 semantic_segmentation INFO: Iters: 120440/150000 || Lr: 0.004637 || Task Loss: 0.1554 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:57:56 || Estimated Time: 13:58:52
2023-08-06 21:08:28,912 semantic_segmentation INFO: Iters: 120450/150000 || Lr: 0.004635 || Task Loss: 0.1759 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:58:13 || Estimated Time: 13:58:35
2023-08-06 21:08:45,979 semantic_segmentation INFO: Iters: 120460/150000 || Lr: 0.004634 || Task Loss: 0.1499 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:58:30 || Estimated Time: 13:58:18
2023-08-06 21:09:02,767 semantic_segmentation INFO: Iters: 120470/150000 || Lr: 0.004632 || Task Loss: 0.1938 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:58:01
2023-08-06 21:09:19,619 semantic_segmentation INFO: Iters: 120480/150000 || Lr: 0.004631 || Task Loss: 0.1475 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:59:04 || Estimated Time: 13:57:44
2023-08-06 21:09:36,526 semantic_segmentation INFO: Iters: 120490/150000 || Lr: 0.004629 || Task Loss: 0.1613 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:59:21 || Estimated Time: 13:57:27
2023-08-06 21:09:53,369 semantic_segmentation INFO: Iters: 120500/150000 || Lr: 0.004628 || Task Loss: 0.1674 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:59:37 || Estimated Time: 13:57:10
2023-08-06 21:10:10,166 semantic_segmentation INFO: Iters: 120510/150000 || Lr: 0.004627 || Task Loss: 0.2167 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:59:54 || Estimated Time: 13:56:53
2023-08-06 21:10:27,015 semantic_segmentation INFO: Iters: 120520/150000 || Lr: 0.004625 || Task Loss: 0.1214 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:00:11 || Estimated Time: 13:56:35
2023-08-06 21:10:43,871 semantic_segmentation INFO: Iters: 120530/150000 || Lr: 0.004624 || Task Loss: 0.1279 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:00:28 || Estimated Time: 13:56:18
2023-08-06 21:11:00,719 semantic_segmentation INFO: Iters: 120540/150000 || Lr: 0.004622 || Task Loss: 0.0887 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:00:45 || Estimated Time: 13:56:01
2023-08-06 21:11:17,481 semantic_segmentation INFO: Iters: 120550/150000 || Lr: 0.004621 || Task Loss: 0.1458 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:01:02 || Estimated Time: 13:55:44
2023-08-06 21:11:34,306 semantic_segmentation INFO: Iters: 120560/150000 || Lr: 0.004620 || Task Loss: 0.1855 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:01:18 || Estimated Time: 13:55:27
2023-08-06 21:11:51,045 semantic_segmentation INFO: Iters: 120570/150000 || Lr: 0.004618 || Task Loss: 0.1901 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:01:35 || Estimated Time: 13:55:10
2023-08-06 21:12:07,904 semantic_segmentation INFO: Iters: 120580/150000 || Lr: 0.004617 || Task Loss: 0.2353 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:01:52 || Estimated Time: 13:54:53
2023-08-06 21:12:24,710 semantic_segmentation INFO: Iters: 120590/150000 || Lr: 0.004615 || Task Loss: 0.1579 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:02:09 || Estimated Time: 13:54:36
2023-08-06 21:12:41,485 semantic_segmentation INFO: Iters: 120600/150000 || Lr: 0.004614 || Task Loss: 0.2202 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:02:26 || Estimated Time: 13:54:19
2023-08-06 21:12:58,230 semantic_segmentation INFO: Iters: 120610/150000 || Lr: 0.004613 || Task Loss: 0.3446 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:02:42 || Estimated Time: 13:54:02
2023-08-06 21:13:15,046 semantic_segmentation INFO: Iters: 120620/150000 || Lr: 0.004611 || Task Loss: 0.1386 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:02:59 || Estimated Time: 13:53:45
2023-08-06 21:13:31,805 semantic_segmentation INFO: Iters: 120630/150000 || Lr: 0.004610 || Task Loss: 0.1594 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:03:16 || Estimated Time: 13:53:28
2023-08-06 21:13:48,611 semantic_segmentation INFO: Iters: 120640/150000 || Lr: 0.004608 || Task Loss: 0.1948 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:03:33 || Estimated Time: 13:53:10
2023-08-06 21:14:05,334 semantic_segmentation INFO: Iters: 120650/150000 || Lr: 0.004607 || Task Loss: 0.1851 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:03:49 || Estimated Time: 13:52:53
2023-08-06 21:14:22,118 semantic_segmentation INFO: Iters: 120660/150000 || Lr: 0.004605 || Task Loss: 0.2997 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:04:06 || Estimated Time: 13:52:36
2023-08-06 21:14:38,907 semantic_segmentation INFO: Iters: 120670/150000 || Lr: 0.004604 || Task Loss: 0.0866 || KD Loss: 0.0185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:04:23 || Estimated Time: 13:52:19
2023-08-06 21:14:55,701 semantic_segmentation INFO: Iters: 120680/150000 || Lr: 0.004603 || Task Loss: 0.0920 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:52:02
2023-08-06 21:15:12,448 semantic_segmentation INFO: Iters: 120690/150000 || Lr: 0.004601 || Task Loss: 0.2198 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:51:45
2023-08-06 21:15:29,244 semantic_segmentation INFO: Iters: 120700/150000 || Lr: 0.004600 || Task Loss: 0.1795 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:51:28
2023-08-06 21:15:46,014 semantic_segmentation INFO: Iters: 120710/150000 || Lr: 0.004598 || Task Loss: 0.1445 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:05:30 || Estimated Time: 13:51:11
2023-08-06 21:16:02,825 semantic_segmentation INFO: Iters: 120720/150000 || Lr: 0.004597 || Task Loss: 0.1964 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:05:47 || Estimated Time: 13:50:54
2023-08-06 21:16:19,598 semantic_segmentation INFO: Iters: 120730/150000 || Lr: 0.004596 || Task Loss: 0.1099 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:06:04 || Estimated Time: 13:50:37
2023-08-06 21:16:36,372 semantic_segmentation INFO: Iters: 120740/150000 || Lr: 0.004594 || Task Loss: 0.2605 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:06:20 || Estimated Time: 13:50:20
2023-08-06 21:16:53,121 semantic_segmentation INFO: Iters: 120750/150000 || Lr: 0.004593 || Task Loss: 0.1256 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:06:37 || Estimated Time: 13:50:03
2023-08-06 21:17:09,916 semantic_segmentation INFO: Iters: 120760/150000 || Lr: 0.004591 || Task Loss: 0.1136 || KD Loss: 0.0219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:06:54 || Estimated Time: 13:49:45
2023-08-06 21:17:26,690 semantic_segmentation INFO: Iters: 120770/150000 || Lr: 0.004590 || Task Loss: 0.2087 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:07:11 || Estimated Time: 13:49:28
2023-08-06 21:17:43,423 semantic_segmentation INFO: Iters: 120780/150000 || Lr: 0.004589 || Task Loss: 0.2670 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:07:27 || Estimated Time: 13:49:11
2023-08-06 21:18:00,176 semantic_segmentation INFO: Iters: 120790/150000 || Lr: 0.004587 || Task Loss: 0.1295 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:07:44 || Estimated Time: 13:48:54
2023-08-06 21:18:16,954 semantic_segmentation INFO: Iters: 120800/150000 || Lr: 0.004586 || Task Loss: 0.1468 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:08:01 || Estimated Time: 13:48:37
2023-08-06 21:18:17,031 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 21:18:17,887 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.417
2023-08-06 21:18:18,007 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.514
2023-08-06 21:18:18,129 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.528
2023-08-06 21:18:18,250 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.552
2023-08-06 21:18:18,367 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.545
2023-08-06 21:18:18,493 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.546
2023-08-06 21:18:18,622 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.584
2023-08-06 21:18:18,742 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.613
2023-08-06 21:18:18,864 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.660
2023-08-06 21:18:18,984 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.710
2023-08-06 21:18:19,103 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.719
2023-08-06 21:18:19,221 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.744
2023-08-06 21:18:19,347 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.753
2023-08-06 21:18:19,473 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.746
2023-08-06 21:18:19,599 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.715
2023-08-06 21:18:19,725 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.705
2023-08-06 21:18:19,849 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.706
2023-08-06 21:18:19,974 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.710
2023-08-06 21:18:20,099 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.716
2023-08-06 21:18:20,223 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.722
2023-08-06 21:18:20,350 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.725
2023-08-06 21:18:20,477 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.739
2023-08-06 21:18:20,601 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.736
2023-08-06 21:18:20,724 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-06 21:18:20,844 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:18:20,970 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-06 21:18:21,097 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 21:18:21,224 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 21:18:21,346 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-06 21:18:21,465 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 21:18:21,588 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 21:18:21,714 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 21:18:21,837 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 21:18:21,958 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 21:18:22,077 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 21:18:22,203 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 21:18:22,334 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-06 21:18:22,459 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-06 21:18:22,583 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 21:18:22,709 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 21:18:22,830 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 21:18:22,950 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-06 21:18:23,070 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 21:18:23,193 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 21:18:23,316 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.732
2023-08-06 21:18:23,434 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 21:18:23,552 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.733
2023-08-06 21:18:23,672 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.731
2023-08-06 21:18:23,791 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 21:18:23,909 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 21:18:24,032 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 21:18:24,159 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-06 21:18:24,284 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 21:18:24,410 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 21:18:24,533 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 21:18:24,653 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-06 21:18:24,772 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 21:18:24,891 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 21:18:25,008 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-06 21:18:25,125 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 21:18:25,247 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 21:18:25,370 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-06 21:18:25,492 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-06 21:18:25,614 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:25,738 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-06 21:18:25,859 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-06 21:18:25,976 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-06 21:18:26,099 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-06 21:18:26,223 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-06 21:18:26,345 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-06 21:18:26,465 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-06 21:18:26,585 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:26,711 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:26,838 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:26,964 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:27,088 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:27,209 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:27,332 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:27,456 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-06 21:18:27,581 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:27,707 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-06 21:18:27,837 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:27,959 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 21:18:28,081 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-06 21:18:28,204 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 21:18:28,328 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 21:18:28,453 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 21:18:28,579 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 21:18:28,706 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-06 21:18:28,831 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 21:18:28,952 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.750
2023-08-06 21:18:29,073 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:29,194 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:29,316 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:29,436 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 21:18:29,563 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 21:18:29,699 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 21:18:29,822 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 21:18:29,946 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 21:18:30,069 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-06 21:18:30,190 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-06 21:18:30,311 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-06 21:18:30,431 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-06 21:18:30,550 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 21:18:30,666 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 21:18:30,788 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 21:18:30,911 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 21:18:31,037 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:31,166 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:31,289 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:31,409 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:31,528 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 21:18:31,648 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.759
2023-08-06 21:18:31,768 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.759
2023-08-06 21:18:31,886 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 21:18:32,009 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 21:18:32,132 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 21:18:32,255 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 21:18:32,378 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 21:18:32,500 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 21:18:32,627 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 21:18:32,759 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 21:18:32,880 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 21:18:33,001 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 21:18:33,121 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 21:18:33,243 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:33,365 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-06 21:18:33,490 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-06 21:18:33,616 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:33,739 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:33,861 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:33,982 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:34,104 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 21:18:34,226 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 21:18:34,343 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 21:18:34,467 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 21:18:34,594 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 21:18:34,718 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 21:18:34,840 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:34,960 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 21:18:35,087 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-06 21:18:35,220 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 21:18:35,340 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:35,462 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:35,582 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:35,706 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 21:18:35,834 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 21:18:35,956 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:36,078 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:36,198 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:36,321 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:36,448 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:36,571 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:36,693 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:36,814 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 21:18:36,938 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 21:18:37,065 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 21:18:37,189 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:37,314 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:37,437 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 21:18:37,556 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 21:18:37,675 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-06 21:18:37,796 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 21:18:37,916 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 21:18:38,032 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-06 21:18:38,154 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 21:18:38,276 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 21:18:38,399 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 21:18:38,524 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 21:18:38,649 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 21:18:38,774 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 21:18:38,905 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 21:18:39,029 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 21:18:39,151 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-06 21:18:39,269 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-06 21:18:39,396 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-06 21:18:39,526 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-06 21:18:39,648 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-06 21:18:39,771 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-06 21:18:39,893 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.949, mIoU: 0.755
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2023-08-06 21:19:04,379 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 21:19:04,506 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 21:19:04,630 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-06 21:19:04,755 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 21:19:04,876 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 21:19:04,997 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 21:19:05,119 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 21:19:05,241 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:05,362 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 21:19:05,482 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 21:19:05,608 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 21:19:05,740 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:05,862 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:05,985 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:06,106 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:06,227 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:06,349 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:06,469 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:06,588 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:06,705 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:06,823 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:06,940 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:07,064 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 21:19:07,190 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 21:19:07,314 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 21:19:07,438 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 21:19:07,560 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:07,682 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:07,806 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:07,929 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:08,054 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:08,180 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:08,301 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:08,421 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:08,542 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:08,668 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:08,797 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:08,923 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:09,045 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-06 21:19:09,165 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:19:09,287 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:19:09,411 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:19:09,535 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:19:09,660 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:19:09,784 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:19:09,905 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:19:10,026 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:19:10,148 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-06 21:19:10,269 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:10,386 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:10,511 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:10,637 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:10,758 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:10,879 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:10,999 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:11,118 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:11,237 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:11,360 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:11,484 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:11,607 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:11,727 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:11,844 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:11,968 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:12,094 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:12,217 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:12,337 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:12,456 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:12,581 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:12,708 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:12,833 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:12,957 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:13,081 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:13,200 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 21:19:13,320 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-06 21:19:13,442 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 21:19:13,562 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 21:19:13,680 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 21:19:13,804 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 21:19:13,935 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 21:19:14,059 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 21:19:14,182 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 21:19:14,300 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:14,422 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:14,545 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:14,667 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:14,788 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:14,907 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:15,034 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:15,165 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 21:19:15,287 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:15,410 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:15,530 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:15,651 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:15,775 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:15,899 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:16,021 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:16,136 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:16,262 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:16,392 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:16,518 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:16,642 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:16,765 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:16,887 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:17,008 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:17,129 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:17,247 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:17,365 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 21:19:17,494 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 21:19:17,626 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 21:19:17,748 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 21:19:17,870 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 21:19:17,990 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 21:19:18,111 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 21:19:18,233 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 21:19:18,355 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-06 21:19:18,475 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-06 21:19:18,594 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-06 21:19:18,724 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-06 21:19:18,859 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-06 21:19:18,981 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-06 21:19:19,107 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-06 21:19:19,229 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-06 21:19:36,305 semantic_segmentation INFO: Iters: 120810/150000 || Lr: 0.004584 || Task Loss: 0.2611 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:09:20 || Estimated Time: 13:48:35
2023-08-06 21:19:53,067 semantic_segmentation INFO: Iters: 120820/150000 || Lr: 0.004583 || Task Loss: 0.3271 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:09:37 || Estimated Time: 13:48:18
2023-08-06 21:20:09,803 semantic_segmentation INFO: Iters: 120830/150000 || Lr: 0.004581 || Task Loss: 0.1615 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:09:54 || Estimated Time: 13:48:01
2023-08-06 21:20:26,602 semantic_segmentation INFO: Iters: 120840/150000 || Lr: 0.004580 || Task Loss: 0.2887 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:10:11 || Estimated Time: 13:47:44
2023-08-06 21:20:43,350 semantic_segmentation INFO: Iters: 120850/150000 || Lr: 0.004579 || Task Loss: 0.1437 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:10:27 || Estimated Time: 13:47:27
2023-08-06 21:21:00,138 semantic_segmentation INFO: Iters: 120860/150000 || Lr: 0.004577 || Task Loss: 0.1383 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:10:44 || Estimated Time: 13:47:10
2023-08-06 21:21:16,933 semantic_segmentation INFO: Iters: 120870/150000 || Lr: 0.004576 || Task Loss: 0.2033 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:11:01 || Estimated Time: 13:46:53
2023-08-06 21:21:33,680 semantic_segmentation INFO: Iters: 120880/150000 || Lr: 0.004574 || Task Loss: 0.2179 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:11:18 || Estimated Time: 13:46:35
2023-08-06 21:21:50,446 semantic_segmentation INFO: Iters: 120890/150000 || Lr: 0.004573 || Task Loss: 0.3340 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:11:34 || Estimated Time: 13:46:18
2023-08-06 21:22:07,201 semantic_segmentation INFO: Iters: 120900/150000 || Lr: 0.004572 || Task Loss: 0.1630 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:11:51 || Estimated Time: 13:46:01
2023-08-06 21:22:24,001 semantic_segmentation INFO: Iters: 120910/150000 || Lr: 0.004570 || Task Loss: 0.1418 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:12:08 || Estimated Time: 13:45:44
2023-08-06 21:22:40,794 semantic_segmentation INFO: Iters: 120920/150000 || Lr: 0.004569 || Task Loss: 0.1832 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:12:25 || Estimated Time: 13:45:27
2023-08-06 21:22:57,554 semantic_segmentation INFO: Iters: 120930/150000 || Lr: 0.004567 || Task Loss: 0.1757 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:12:42 || Estimated Time: 13:45:10
2023-08-06 21:23:14,390 semantic_segmentation INFO: Iters: 120940/150000 || Lr: 0.004566 || Task Loss: 0.2601 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:12:58 || Estimated Time: 13:44:53
2023-08-06 21:23:31,255 semantic_segmentation INFO: Iters: 120950/150000 || Lr: 0.004564 || Task Loss: 0.2233 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:13:15 || Estimated Time: 13:44:36
2023-08-06 21:23:48,122 semantic_segmentation INFO: Iters: 120960/150000 || Lr: 0.004563 || Task Loss: 0.1749 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:13:32 || Estimated Time: 13:44:19
2023-08-06 21:24:04,974 semantic_segmentation INFO: Iters: 120970/150000 || Lr: 0.004562 || Task Loss: 0.1679 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:13:49 || Estimated Time: 13:44:02
2023-08-06 21:24:21,907 semantic_segmentation INFO: Iters: 120980/150000 || Lr: 0.004560 || Task Loss: 0.0998 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:14:06 || Estimated Time: 13:43:45
2023-08-06 21:24:38,762 semantic_segmentation INFO: Iters: 120990/150000 || Lr: 0.004559 || Task Loss: 0.2350 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:14:23 || Estimated Time: 13:43:28
2023-08-06 21:24:55,692 semantic_segmentation INFO: Iters: 121000/150000 || Lr: 0.004557 || Task Loss: 0.1627 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:14:40 || Estimated Time: 13:43:10
2023-08-06 21:25:12,512 semantic_segmentation INFO: Iters: 121010/150000 || Lr: 0.004556 || Task Loss: 0.2148 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:14:57 || Estimated Time: 13:42:53
2023-08-06 21:25:29,390 semantic_segmentation INFO: Iters: 121020/150000 || Lr: 0.004555 || Task Loss: 0.1476 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:15:13 || Estimated Time: 13:42:36
2023-08-06 21:25:46,249 semantic_segmentation INFO: Iters: 121030/150000 || Lr: 0.004553 || Task Loss: 0.1449 || KD Loss: 0.0250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:15:30 || Estimated Time: 13:42:19
2023-08-06 21:26:03,024 semantic_segmentation INFO: Iters: 121040/150000 || Lr: 0.004552 || Task Loss: 0.1921 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:15:47 || Estimated Time: 13:42:02
2023-08-06 21:26:19,872 semantic_segmentation INFO: Iters: 121050/150000 || Lr: 0.004550 || Task Loss: 0.2541 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:16:04 || Estimated Time: 13:41:45
2023-08-06 21:26:36,667 semantic_segmentation INFO: Iters: 121060/150000 || Lr: 0.004549 || Task Loss: 0.1987 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:16:21 || Estimated Time: 13:41:28
2023-08-06 21:26:53,464 semantic_segmentation INFO: Iters: 121070/150000 || Lr: 0.004548 || Task Loss: 0.1287 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:16:38 || Estimated Time: 13:41:11
2023-08-06 21:27:10,268 semantic_segmentation INFO: Iters: 121080/150000 || Lr: 0.004546 || Task Loss: 0.1888 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:16:54 || Estimated Time: 13:40:54
2023-08-06 21:27:27,040 semantic_segmentation INFO: Iters: 121090/150000 || Lr: 0.004545 || Task Loss: 0.1091 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:17:11 || Estimated Time: 13:40:37
2023-08-06 21:27:43,831 semantic_segmentation INFO: Iters: 121100/150000 || Lr: 0.004543 || Task Loss: 0.2052 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:17:28 || Estimated Time: 13:40:20
2023-08-06 21:28:00,642 semantic_segmentation INFO: Iters: 121110/150000 || Lr: 0.004542 || Task Loss: 0.1728 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:17:45 || Estimated Time: 13:40:03
2023-08-06 21:28:17,436 semantic_segmentation INFO: Iters: 121120/150000 || Lr: 0.004540 || Task Loss: 0.1223 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0522|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:18:01 || Estimated Time: 13:39:45
2023-08-06 21:28:34,232 semantic_segmentation INFO: Iters: 121130/150000 || Lr: 0.004539 || Task Loss: 0.1531 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:18:18 || Estimated Time: 13:39:28
2023-08-06 21:28:51,022 semantic_segmentation INFO: Iters: 121140/150000 || Lr: 0.004538 || Task Loss: 0.2056 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:18:35 || Estimated Time: 13:39:11
2023-08-06 21:29:07,794 semantic_segmentation INFO: Iters: 121150/150000 || Lr: 0.004536 || Task Loss: 0.1889 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:38:54
2023-08-06 21:29:24,506 semantic_segmentation INFO: Iters: 121160/150000 || Lr: 0.004535 || Task Loss: 0.1689 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:19:09 || Estimated Time: 13:38:37
2023-08-06 21:29:41,281 semantic_segmentation INFO: Iters: 121170/150000 || Lr: 0.004533 || Task Loss: 0.2678 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:38:20
2023-08-06 21:29:58,068 semantic_segmentation INFO: Iters: 121180/150000 || Lr: 0.004532 || Task Loss: 0.2447 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:19:42 || Estimated Time: 13:38:03
2023-08-06 21:30:14,905 semantic_segmentation INFO: Iters: 121190/150000 || Lr: 0.004531 || Task Loss: 0.1826 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:19:59 || Estimated Time: 13:37:46
2023-08-06 21:30:31,669 semantic_segmentation INFO: Iters: 121200/150000 || Lr: 0.004529 || Task Loss: 0.1961 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:20:16 || Estimated Time: 13:37:29
2023-08-06 21:30:48,452 semantic_segmentation INFO: Iters: 121210/150000 || Lr: 0.004528 || Task Loss: 0.2101 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:20:32 || Estimated Time: 13:37:12
2023-08-06 21:31:05,246 semantic_segmentation INFO: Iters: 121220/150000 || Lr: 0.004526 || Task Loss: 0.2144 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:20:49 || Estimated Time: 13:36:55
2023-08-06 21:31:22,030 semantic_segmentation INFO: Iters: 121230/150000 || Lr: 0.004525 || Task Loss: 0.1804 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:21:06 || Estimated Time: 13:36:37
2023-08-06 21:31:38,769 semantic_segmentation INFO: Iters: 121240/150000 || Lr: 0.004523 || Task Loss: 0.2450 || KD Loss: 0.0766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:21:23 || Estimated Time: 13:36:20
2023-08-06 21:31:55,546 semantic_segmentation INFO: Iters: 121250/150000 || Lr: 0.004522 || Task Loss: 0.1808 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:21:40 || Estimated Time: 13:36:03
2023-08-06 21:32:12,338 semantic_segmentation INFO: Iters: 121260/150000 || Lr: 0.004521 || Task Loss: 0.1763 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:21:56 || Estimated Time: 13:35:46
2023-08-06 21:32:29,120 semantic_segmentation INFO: Iters: 121270/150000 || Lr: 0.004519 || Task Loss: 0.3983 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:35:29
2023-08-06 21:32:45,866 semantic_segmentation INFO: Iters: 121280/150000 || Lr: 0.004518 || Task Loss: 0.1828 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:22:30 || Estimated Time: 13:35:12
2023-08-06 21:33:02,848 semantic_segmentation INFO: Iters: 121290/150000 || Lr: 0.004516 || Task Loss: 0.1570 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:22:47 || Estimated Time: 13:34:55
2023-08-06 21:33:19,804 semantic_segmentation INFO: Iters: 121300/150000 || Lr: 0.004515 || Task Loss: 0.2524 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:23:04 || Estimated Time: 13:34:38
2023-08-06 21:33:36,705 semantic_segmentation INFO: Iters: 121310/150000 || Lr: 0.004514 || Task Loss: 0.2885 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:23:21 || Estimated Time: 13:34:21
2023-08-06 21:33:53,390 semantic_segmentation INFO: Iters: 121320/150000 || Lr: 0.004512 || Task Loss: 0.2125 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:23:37 || Estimated Time: 13:34:04
2023-08-06 21:34:10,190 semantic_segmentation INFO: Iters: 121330/150000 || Lr: 0.004511 || Task Loss: 0.1665 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:23:54 || Estimated Time: 13:33:47
2023-08-06 21:34:26,946 semantic_segmentation INFO: Iters: 121340/150000 || Lr: 0.004509 || Task Loss: 0.2021 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:33:30
2023-08-06 21:34:43,740 semantic_segmentation INFO: Iters: 121350/150000 || Lr: 0.004508 || Task Loss: 0.1251 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:33:12
2023-08-06 21:35:00,478 semantic_segmentation INFO: Iters: 121360/150000 || Lr: 0.004506 || Task Loss: 0.1578 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:24:45 || Estimated Time: 13:32:55
2023-08-06 21:35:17,281 semantic_segmentation INFO: Iters: 121370/150000 || Lr: 0.004505 || Task Loss: 0.1606 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:25:01 || Estimated Time: 13:32:38
2023-08-06 21:35:34,078 semantic_segmentation INFO: Iters: 121380/150000 || Lr: 0.004504 || Task Loss: 0.2025 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:25:18 || Estimated Time: 13:32:21
2023-08-06 21:35:50,841 semantic_segmentation INFO: Iters: 121390/150000 || Lr: 0.004502 || Task Loss: 0.1600 || KD Loss: 0.0236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:25:35 || Estimated Time: 13:32:04
2023-08-06 21:36:07,603 semantic_segmentation INFO: Iters: 121400/150000 || Lr: 0.004501 || Task Loss: 0.1698 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:25:52 || Estimated Time: 13:31:47
2023-08-06 21:36:24,429 semantic_segmentation INFO: Iters: 121410/150000 || Lr: 0.004499 || Task Loss: 0.1642 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:26:08 || Estimated Time: 13:31:30
2023-08-06 21:36:41,226 semantic_segmentation INFO: Iters: 121420/150000 || Lr: 0.004498 || Task Loss: 0.2019 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:26:25 || Estimated Time: 13:31:13
2023-08-06 21:36:58,016 semantic_segmentation INFO: Iters: 121430/150000 || Lr: 0.004497 || Task Loss: 0.1578 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:26:42 || Estimated Time: 13:30:56
2023-08-06 21:37:14,828 semantic_segmentation INFO: Iters: 121440/150000 || Lr: 0.004495 || Task Loss: 0.1378 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:26:59 || Estimated Time: 13:30:39
2023-08-06 21:37:31,615 semantic_segmentation INFO: Iters: 121450/150000 || Lr: 0.004494 || Task Loss: 0.1726 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:27:16 || Estimated Time: 13:30:22
2023-08-06 21:37:48,473 semantic_segmentation INFO: Iters: 121460/150000 || Lr: 0.004492 || Task Loss: 0.2188 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:27:33 || Estimated Time: 13:30:05
2023-08-06 21:38:05,378 semantic_segmentation INFO: Iters: 121470/150000 || Lr: 0.004491 || Task Loss: 0.1497 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:27:49 || Estimated Time: 13:29:47
2023-08-06 21:38:22,209 semantic_segmentation INFO: Iters: 121480/150000 || Lr: 0.004489 || Task Loss: 0.1959 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:28:06 || Estimated Time: 13:29:30
2023-08-06 21:38:39,066 semantic_segmentation INFO: Iters: 121490/150000 || Lr: 0.004488 || Task Loss: 0.1528 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:28:23 || Estimated Time: 13:29:13
2023-08-06 21:38:55,915 semantic_segmentation INFO: Iters: 121500/150000 || Lr: 0.004487 || Task Loss: 0.1508 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:28:40 || Estimated Time: 13:28:56
2023-08-06 21:39:12,795 semantic_segmentation INFO: Iters: 121510/150000 || Lr: 0.004485 || Task Loss: 0.1987 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:28:57 || Estimated Time: 13:28:39
2023-08-06 21:39:29,665 semantic_segmentation INFO: Iters: 121520/150000 || Lr: 0.004484 || Task Loss: 0.2070 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:29:14 || Estimated Time: 13:28:22
2023-08-06 21:39:46,503 semantic_segmentation INFO: Iters: 121530/150000 || Lr: 0.004482 || Task Loss: 0.3663 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:29:31 || Estimated Time: 13:28:05
2023-08-06 21:40:03,371 semantic_segmentation INFO: Iters: 121540/150000 || Lr: 0.004481 || Task Loss: 0.2376 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:29:47 || Estimated Time: 13:27:48
2023-08-06 21:40:20,144 semantic_segmentation INFO: Iters: 121550/150000 || Lr: 0.004480 || Task Loss: 0.2002 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:30:04 || Estimated Time: 13:27:31
2023-08-06 21:40:36,969 semantic_segmentation INFO: Iters: 121560/150000 || Lr: 0.004478 || Task Loss: 0.1277 || KD Loss: 0.0255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:30:21 || Estimated Time: 13:27:14
2023-08-06 21:40:53,752 semantic_segmentation INFO: Iters: 121570/150000 || Lr: 0.004477 || Task Loss: 0.2380 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:30:38 || Estimated Time: 13:26:57
2023-08-06 21:41:10,605 semantic_segmentation INFO: Iters: 121580/150000 || Lr: 0.004475 || Task Loss: 0.2223 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:30:55 || Estimated Time: 13:26:40
2023-08-06 21:41:27,397 semantic_segmentation INFO: Iters: 121590/150000 || Lr: 0.004474 || Task Loss: 0.1786 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:31:11 || Estimated Time: 13:26:23
2023-08-06 21:41:44,183 semantic_segmentation INFO: Iters: 121600/150000 || Lr: 0.004472 || Task Loss: 0.2194 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:31:28 || Estimated Time: 13:26:05
2023-08-06 21:41:44,269 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 21:41:45,162 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.419
2023-08-06 21:41:45,285 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.510
2023-08-06 21:41:45,403 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.528
2023-08-06 21:41:45,522 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.549
2023-08-06 21:41:45,640 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.540
2023-08-06 21:41:45,757 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.544
2023-08-06 21:41:45,884 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.581
2023-08-06 21:41:46,014 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.618
2023-08-06 21:41:46,134 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.667
2023-08-06 21:41:46,256 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.723
2023-08-06 21:41:46,375 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.723
2023-08-06 21:41:46,495 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.747
2023-08-06 21:41:46,617 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.752
2023-08-06 21:41:46,738 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.744
2023-08-06 21:41:46,858 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.729
2023-08-06 21:41:46,975 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.720
2023-08-06 21:41:47,102 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.722
2023-08-06 21:41:47,234 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.727
2023-08-06 21:41:47,352 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.732
2023-08-06 21:41:47,471 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.740
2023-08-06 21:41:47,590 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.742
2023-08-06 21:41:47,710 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-06 21:41:47,830 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 21:41:47,952 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 21:41:48,075 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-06 21:41:48,198 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-06 21:41:48,323 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 21:41:48,446 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 21:41:48,567 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-06 21:41:48,687 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-06 21:41:48,808 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-06 21:41:48,928 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 21:41:49,047 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-06 21:41:49,168 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 21:41:49,288 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 21:41:49,407 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 21:41:49,524 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 21:41:49,642 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 21:41:49,769 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-06 21:41:49,902 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 21:41:50,022 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 21:41:50,144 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 21:41:50,263 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 21:41:50,386 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.737
2023-08-06 21:41:50,512 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 21:41:50,635 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 21:41:50,758 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 21:41:50,877 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 21:41:50,999 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 21:41:51,125 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 21:41:51,248 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-06 21:41:51,370 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 21:41:51,488 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 21:41:51,615 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 21:41:51,746 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 21:41:51,867 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-06 21:41:51,987 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-06 21:41:52,106 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-06 21:41:52,227 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-06 21:41:52,351 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-06 21:41:52,475 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-06 21:41:52,599 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 21:41:52,720 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 21:41:52,840 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 21:41:52,962 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-06 21:41:53,083 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-06 21:41:53,204 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-06 21:41:53,324 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-06 21:41:53,448 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-06 21:41:53,577 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 21:41:53,700 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-06 21:41:53,821 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 21:41:53,941 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 21:41:54,069 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 21:41:54,202 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-06 21:41:54,321 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-06 21:41:54,440 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 21:41:54,557 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 21:41:54,679 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 21:41:54,804 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-06 21:41:54,927 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-06 21:41:55,051 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-06 21:41:55,174 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-06 21:41:55,296 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-06 21:41:55,419 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-06 21:41:55,542 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-06 21:41:55,665 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-06 21:41:55,784 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-06 21:41:55,912 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-06 21:41:56,047 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-06 21:41:56,167 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.755
2023-08-06 21:41:56,291 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 21:41:56,414 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 21:41:56,534 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 21:41:56,657 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 21:41:56,778 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.763
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2023-08-06 21:42:27,097 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.950, mIoU: 0.749
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2023-08-06 21:42:45,683 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-06 21:42:45,817 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-06 21:42:45,937 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-06 21:42:46,061 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-06 21:42:46,183 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-06 21:42:46,304 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-06 21:42:46,422 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-06 21:43:03,592 semantic_segmentation INFO: Iters: 121610/150000 || Lr: 0.004471 || Task Loss: 0.1830 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:32:48 || Estimated Time: 13:26:03
2023-08-06 21:43:20,434 semantic_segmentation INFO: Iters: 121620/150000 || Lr: 0.004470 || Task Loss: 0.2123 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:33:04 || Estimated Time: 13:25:46
2023-08-06 21:43:37,233 semantic_segmentation INFO: Iters: 121630/150000 || Lr: 0.004468 || Task Loss: 0.1613 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:33:21 || Estimated Time: 13:25:29
2023-08-06 21:43:53,958 semantic_segmentation INFO: Iters: 121640/150000 || Lr: 0.004467 || Task Loss: 0.2149 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:33:38 || Estimated Time: 13:25:12
2023-08-06 21:44:10,768 semantic_segmentation INFO: Iters: 121650/150000 || Lr: 0.004465 || Task Loss: 0.1492 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:33:55 || Estimated Time: 13:24:55
2023-08-06 21:44:27,551 semantic_segmentation INFO: Iters: 121660/150000 || Lr: 0.004464 || Task Loss: 0.2942 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:34:12 || Estimated Time: 13:24:38
2023-08-06 21:44:44,344 semantic_segmentation INFO: Iters: 121670/150000 || Lr: 0.004463 || Task Loss: 0.3372 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:34:28 || Estimated Time: 13:24:20
2023-08-06 21:45:01,129 semantic_segmentation INFO: Iters: 121680/150000 || Lr: 0.004461 || Task Loss: 0.1598 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:34:45 || Estimated Time: 13:24:03
2023-08-06 21:45:17,929 semantic_segmentation INFO: Iters: 121690/150000 || Lr: 0.004460 || Task Loss: 0.2645 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:35:02 || Estimated Time: 13:23:46
2023-08-06 21:45:34,683 semantic_segmentation INFO: Iters: 121700/150000 || Lr: 0.004458 || Task Loss: 0.2028 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:35:19 || Estimated Time: 13:23:29
2023-08-06 21:45:51,454 semantic_segmentation INFO: Iters: 121710/150000 || Lr: 0.004457 || Task Loss: 0.1838 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:35:35 || Estimated Time: 13:23:12
2023-08-06 21:46:08,196 semantic_segmentation INFO: Iters: 121720/150000 || Lr: 0.004455 || Task Loss: 0.1309 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:35:52 || Estimated Time: 13:22:55
2023-08-06 21:46:24,922 semantic_segmentation INFO: Iters: 121730/150000 || Lr: 0.004454 || Task Loss: 0.1987 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:36:09 || Estimated Time: 13:22:38
2023-08-06 21:46:41,703 semantic_segmentation INFO: Iters: 121740/150000 || Lr: 0.004453 || Task Loss: 0.2042 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:36:26 || Estimated Time: 13:22:21
2023-08-06 21:46:58,496 semantic_segmentation INFO: Iters: 121750/150000 || Lr: 0.004451 || Task Loss: 0.3070 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:36:43 || Estimated Time: 13:22:04
2023-08-06 21:47:15,289 semantic_segmentation INFO: Iters: 121760/150000 || Lr: 0.004450 || Task Loss: 0.2100 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:36:59 || Estimated Time: 13:21:47
2023-08-06 21:47:32,066 semantic_segmentation INFO: Iters: 121770/150000 || Lr: 0.004448 || Task Loss: 0.1902 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:37:16 || Estimated Time: 13:21:30
2023-08-06 21:47:48,849 semantic_segmentation INFO: Iters: 121780/150000 || Lr: 0.004447 || Task Loss: 0.2330 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:37:33 || Estimated Time: 13:21:12
2023-08-06 21:48:05,578 semantic_segmentation INFO: Iters: 121790/150000 || Lr: 0.004446 || Task Loss: 0.1483 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:37:50 || Estimated Time: 13:20:55
2023-08-06 21:48:22,336 semantic_segmentation INFO: Iters: 121800/150000 || Lr: 0.004444 || Task Loss: 0.2285 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:38:06 || Estimated Time: 13:20:38
2023-08-06 21:48:39,069 semantic_segmentation INFO: Iters: 121810/150000 || Lr: 0.004443 || Task Loss: 0.1877 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:20:21
2023-08-06 21:48:55,894 semantic_segmentation INFO: Iters: 121820/150000 || Lr: 0.004441 || Task Loss: 0.2181 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:20:04
2023-08-06 21:49:12,686 semantic_segmentation INFO: Iters: 121830/150000 || Lr: 0.004440 || Task Loss: 0.2670 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:38:57 || Estimated Time: 13:19:47
2023-08-06 21:49:29,434 semantic_segmentation INFO: Iters: 121840/150000 || Lr: 0.004438 || Task Loss: 0.1392 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:19:30
2023-08-06 21:49:46,295 semantic_segmentation INFO: Iters: 121850/150000 || Lr: 0.004437 || Task Loss: 0.2646 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:39:30 || Estimated Time: 13:19:13
2023-08-06 21:50:03,152 semantic_segmentation INFO: Iters: 121860/150000 || Lr: 0.004436 || Task Loss: 0.1638 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:39:47 || Estimated Time: 13:18:56
2023-08-06 21:50:20,016 semantic_segmentation INFO: Iters: 121870/150000 || Lr: 0.004434 || Task Loss: 0.1559 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:40:04 || Estimated Time: 13:18:39
2023-08-06 21:50:37,353 semantic_segmentation INFO: Iters: 121880/150000 || Lr: 0.004433 || Task Loss: 0.2996 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:40:21 || Estimated Time: 13:18:22
2023-08-06 21:50:54,214 semantic_segmentation INFO: Iters: 121890/150000 || Lr: 0.004431 || Task Loss: 0.0965 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:40:38 || Estimated Time: 13:18:05
2023-08-06 21:51:11,079 semantic_segmentation INFO: Iters: 121900/150000 || Lr: 0.004430 || Task Loss: 0.2436 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:40:55 || Estimated Time: 13:17:47
2023-08-06 21:51:28,014 semantic_segmentation INFO: Iters: 121910/150000 || Lr: 0.004429 || Task Loss: 0.3057 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:41:12 || Estimated Time: 13:17:30
2023-08-06 21:51:44,864 semantic_segmentation INFO: Iters: 121920/150000 || Lr: 0.004427 || Task Loss: 0.1838 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:41:29 || Estimated Time: 13:17:13
2023-08-06 21:52:01,774 semantic_segmentation INFO: Iters: 121930/150000 || Lr: 0.004426 || Task Loss: 0.2111 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:41:46 || Estimated Time: 13:16:56
2023-08-06 21:52:18,598 semantic_segmentation INFO: Iters: 121940/150000 || Lr: 0.004424 || Task Loss: 0.2613 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:42:03 || Estimated Time: 13:16:39
2023-08-06 21:52:35,481 semantic_segmentation INFO: Iters: 121950/150000 || Lr: 0.004423 || Task Loss: 0.2357 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:42:20 || Estimated Time: 13:16:22
2023-08-06 21:52:52,309 semantic_segmentation INFO: Iters: 121960/150000 || Lr: 0.004421 || Task Loss: 0.2301 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:42:36 || Estimated Time: 13:16:05
2023-08-06 21:53:09,178 semantic_segmentation INFO: Iters: 121970/150000 || Lr: 0.004420 || Task Loss: 0.1572 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:42:53 || Estimated Time: 13:15:48
2023-08-06 21:53:25,988 semantic_segmentation INFO: Iters: 121980/150000 || Lr: 0.004419 || Task Loss: 0.1500 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:43:10 || Estimated Time: 13:15:31
2023-08-06 21:53:42,839 semantic_segmentation INFO: Iters: 121990/150000 || Lr: 0.004417 || Task Loss: 0.1750 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:43:27 || Estimated Time: 13:15:14
2023-08-06 21:53:59,701 semantic_segmentation INFO: Iters: 122000/150000 || Lr: 0.004416 || Task Loss: 0.1906 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:43:44 || Estimated Time: 13:14:57
2023-08-06 21:54:16,502 semantic_segmentation INFO: Iters: 122010/150000 || Lr: 0.004414 || Task Loss: 0.1841 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:44:01 || Estimated Time: 13:14:40
2023-08-06 21:54:33,292 semantic_segmentation INFO: Iters: 122020/150000 || Lr: 0.004413 || Task Loss: 0.3140 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:44:17 || Estimated Time: 13:14:23
2023-08-06 21:54:50,143 semantic_segmentation INFO: Iters: 122030/150000 || Lr: 0.004411 || Task Loss: 0.1832 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:44:34 || Estimated Time: 13:14:05
2023-08-06 21:55:06,910 semantic_segmentation INFO: Iters: 122040/150000 || Lr: 0.004410 || Task Loss: 0.1972 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:44:51 || Estimated Time: 13:13:48
2023-08-06 21:55:23,927 semantic_segmentation INFO: Iters: 122050/150000 || Lr: 0.004409 || Task Loss: 0.1767 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:45:08 || Estimated Time: 13:13:31
2023-08-06 21:55:40,659 semantic_segmentation INFO: Iters: 122060/150000 || Lr: 0.004407 || Task Loss: 0.2731 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:45:25 || Estimated Time: 13:13:14
2023-08-06 21:55:57,454 semantic_segmentation INFO: Iters: 122070/150000 || Lr: 0.004406 || Task Loss: 0.1233 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:45:41 || Estimated Time: 13:12:57
2023-08-06 21:56:14,252 semantic_segmentation INFO: Iters: 122080/150000 || Lr: 0.004404 || Task Loss: 0.2337 || KD Loss: 0.0645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:45:58 || Estimated Time: 13:12:40
2023-08-06 21:56:31,044 semantic_segmentation INFO: Iters: 122090/150000 || Lr: 0.004403 || Task Loss: 0.2067 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:46:15 || Estimated Time: 13:12:23
2023-08-06 21:56:47,826 semantic_segmentation INFO: Iters: 122100/150000 || Lr: 0.004402 || Task Loss: 0.2669 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:46:32 || Estimated Time: 13:12:06
2023-08-06 21:57:04,631 semantic_segmentation INFO: Iters: 122110/150000 || Lr: 0.004400 || Task Loss: 0.1458 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:46:49 || Estimated Time: 13:11:49
2023-08-06 21:57:21,449 semantic_segmentation INFO: Iters: 122120/150000 || Lr: 0.004399 || Task Loss: 0.1695 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:47:05 || Estimated Time: 13:11:32
2023-08-06 21:57:38,279 semantic_segmentation INFO: Iters: 122130/150000 || Lr: 0.004397 || Task Loss: 0.2560 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:47:22 || Estimated Time: 13:11:15
2023-08-06 21:57:55,270 semantic_segmentation INFO: Iters: 122140/150000 || Lr: 0.004396 || Task Loss: 0.1725 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:47:39 || Estimated Time: 13:10:58
2023-08-06 21:58:12,282 semantic_segmentation INFO: Iters: 122150/150000 || Lr: 0.004394 || Task Loss: 0.1794 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:47:56 || Estimated Time: 13:10:41
2023-08-06 21:58:29,093 semantic_segmentation INFO: Iters: 122160/150000 || Lr: 0.004393 || Task Loss: 0.1722 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:48:13 || Estimated Time: 13:10:23
2023-08-06 21:58:45,854 semantic_segmentation INFO: Iters: 122170/150000 || Lr: 0.004392 || Task Loss: 0.2506 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:48:30 || Estimated Time: 13:10:06
2023-08-06 21:59:02,595 semantic_segmentation INFO: Iters: 122180/150000 || Lr: 0.004390 || Task Loss: 0.2093 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:48:47 || Estimated Time: 13:09:49
2023-08-06 21:59:19,337 semantic_segmentation INFO: Iters: 122190/150000 || Lr: 0.004389 || Task Loss: 0.2399 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:49:03 || Estimated Time: 13:09:32
2023-08-06 21:59:36,112 semantic_segmentation INFO: Iters: 122200/150000 || Lr: 0.004387 || Task Loss: 0.2137 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:49:20 || Estimated Time: 13:09:15
2023-08-06 21:59:52,897 semantic_segmentation INFO: Iters: 122210/150000 || Lr: 0.004386 || Task Loss: 0.4625 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:49:37 || Estimated Time: 13:08:58
2023-08-06 22:00:09,639 semantic_segmentation INFO: Iters: 122220/150000 || Lr: 0.004385 || Task Loss: 0.1964 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:49:54 || Estimated Time: 13:08:41
2023-08-06 22:00:26,423 semantic_segmentation INFO: Iters: 122230/150000 || Lr: 0.004383 || Task Loss: 0.4749 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:50:10 || Estimated Time: 13:08:24
2023-08-06 22:00:43,186 semantic_segmentation INFO: Iters: 122240/150000 || Lr: 0.004382 || Task Loss: 0.6023 || KD Loss: 0.1354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:50:27 || Estimated Time: 13:08:07
2023-08-06 22:01:00,001 semantic_segmentation INFO: Iters: 122250/150000 || Lr: 0.004380 || Task Loss: 0.3102 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:50:44 || Estimated Time: 13:07:50
2023-08-06 22:01:16,807 semantic_segmentation INFO: Iters: 122260/150000 || Lr: 0.004379 || Task Loss: 0.2069 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:51:01 || Estimated Time: 13:07:33
2023-08-06 22:01:33,594 semantic_segmentation INFO: Iters: 122270/150000 || Lr: 0.004377 || Task Loss: 0.2092 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:51:18 || Estimated Time: 13:07:15
2023-08-06 22:01:50,384 semantic_segmentation INFO: Iters: 122280/150000 || Lr: 0.004376 || Task Loss: 0.1564 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:51:34 || Estimated Time: 13:06:58
2023-08-06 22:02:07,232 semantic_segmentation INFO: Iters: 122290/150000 || Lr: 0.004375 || Task Loss: 0.2528 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:51:51 || Estimated Time: 13:06:41
2023-08-06 22:02:24,037 semantic_segmentation INFO: Iters: 122300/150000 || Lr: 0.004373 || Task Loss: 0.1225 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:52:08 || Estimated Time: 13:06:24
2023-08-06 22:02:40,900 semantic_segmentation INFO: Iters: 122310/150000 || Lr: 0.004372 || Task Loss: 0.1545 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:52:25 || Estimated Time: 13:06:07
2023-08-06 22:02:57,776 semantic_segmentation INFO: Iters: 122320/150000 || Lr: 0.004370 || Task Loss: 0.1466 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:52:42 || Estimated Time: 13:05:50
2023-08-06 22:03:14,708 semantic_segmentation INFO: Iters: 122330/150000 || Lr: 0.004369 || Task Loss: 0.1966 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:52:59 || Estimated Time: 13:05:33
2023-08-06 22:03:31,571 semantic_segmentation INFO: Iters: 122340/150000 || Lr: 0.004367 || Task Loss: 0.2544 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:05:16
2023-08-06 22:03:48,479 semantic_segmentation INFO: Iters: 122350/150000 || Lr: 0.004366 || Task Loss: 0.1724 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:04:59
2023-08-06 22:04:05,357 semantic_segmentation INFO: Iters: 122360/150000 || Lr: 0.004365 || Task Loss: 0.1826 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:04:42
2023-08-06 22:04:22,196 semantic_segmentation INFO: Iters: 122370/150000 || Lr: 0.004363 || Task Loss: 0.2620 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:54:06 || Estimated Time: 13:04:25
2023-08-06 22:04:39,004 semantic_segmentation INFO: Iters: 122380/150000 || Lr: 0.004362 || Task Loss: 0.1848 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:54:23 || Estimated Time: 13:04:08
2023-08-06 22:04:55,861 semantic_segmentation INFO: Iters: 122390/150000 || Lr: 0.004360 || Task Loss: 0.2319 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:54:40 || Estimated Time: 13:03:51
2023-08-06 22:05:12,653 semantic_segmentation INFO: Iters: 122400/150000 || Lr: 0.004359 || Task Loss: 0.2143 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:54:57 || Estimated Time: 13:03:33
2023-08-06 22:05:12,738 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 22:05:13,569 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.412
2023-08-06 22:05:13,696 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.506
2023-08-06 22:05:13,815 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.514
2023-08-06 22:05:13,933 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.542
2023-08-06 22:05:14,056 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.537
2023-08-06 22:05:14,179 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.542
2023-08-06 22:05:14,307 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.588
2023-08-06 22:05:14,435 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.630
2023-08-06 22:05:14,560 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.679
2023-08-06 22:05:14,685 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.730
2023-08-06 22:05:14,807 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.734
2023-08-06 22:05:14,930 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.759
2023-08-06 22:05:15,055 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.764
2023-08-06 22:05:15,174 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.754
2023-08-06 22:05:15,301 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.730
2023-08-06 22:05:15,434 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.720
2023-08-06 22:05:15,556 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.722
2023-08-06 22:05:15,678 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.723
2023-08-06 22:05:15,796 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.727
2023-08-06 22:05:15,921 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.734
2023-08-06 22:05:16,049 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.736
2023-08-06 22:05:16,174 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 22:05:16,300 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.728
2023-08-06 22:05:16,419 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.736
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2023-08-06 22:06:04,852 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 22:06:04,976 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 22:06:05,100 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 22:06:05,224 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 22:06:05,345 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 22:06:05,471 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 22:06:05,604 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 22:06:05,724 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:05,846 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:05,967 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:06,088 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:06,212 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:06,337 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:06,463 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:06,586 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:06,708 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:06,827 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:06,947 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:07,066 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:07,185 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:07,308 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:07,435 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:07,559 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:07,682 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:07,803 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:07,928 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-06 22:06:08,058 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 22:06:08,181 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 22:06:08,305 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 22:06:08,429 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 22:06:08,551 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 22:06:08,674 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 22:06:08,798 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 22:06:08,919 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 22:06:09,040 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 22:06:09,167 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 22:06:09,301 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 22:06:09,424 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-06 22:06:09,549 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 22:06:09,674 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 22:06:09,795 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 22:06:09,913 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 22:06:10,036 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 22:06:10,157 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:10,276 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:10,402 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:10,532 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:10,658 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:10,784 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:10,908 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:11,031 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:11,154 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:11,276 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:11,399 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:11,524 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:11,646 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:11,767 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:11,892 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:12,022 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:12,154 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:12,275 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:12,396 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:12,521 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:12,642 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:12,765 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:12,891 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:13,017 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.738
2023-08-06 22:06:13,139 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:06:13,259 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.739
2023-08-06 22:06:13,380 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.739
2023-08-06 22:06:13,501 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.739
2023-08-06 22:06:13,622 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.739
2023-08-06 22:06:13,740 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.739
2023-08-06 22:06:13,866 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.739
2023-08-06 22:06:13,996 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.739
2023-08-06 22:06:14,119 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.739
2023-08-06 22:06:14,242 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.740
2023-08-06 22:06:14,363 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.740
2023-08-06 22:06:14,487 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.740
2023-08-06 22:06:14,612 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.740
2023-08-06 22:06:14,738 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.740
2023-08-06 22:06:14,862 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.740
2023-08-06 22:06:31,758 semantic_segmentation INFO: Iters: 122410/150000 || Lr: 0.004358 || Task Loss: 0.1991 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:03:30
2023-08-06 22:06:48,515 semantic_segmentation INFO: Iters: 122420/150000 || Lr: 0.004356 || Task Loss: 0.2420 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:03:13
2023-08-06 22:07:05,215 semantic_segmentation INFO: Iters: 122430/150000 || Lr: 0.004355 || Task Loss: 0.2677 || KD Loss: 0.0862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:02:56
2023-08-06 22:07:22,016 semantic_segmentation INFO: Iters: 122440/150000 || Lr: 0.004353 || Task Loss: 0.1860 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:57:06 || Estimated Time: 13:02:39
2023-08-06 22:07:38,763 semantic_segmentation INFO: Iters: 122450/150000 || Lr: 0.004352 || Task Loss: 0.4490 || KD Loss: 0.1387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:57:23 || Estimated Time: 13:02:22
2023-08-06 22:07:55,545 semantic_segmentation INFO: Iters: 122460/150000 || Lr: 0.004350 || Task Loss: 0.1698 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:57:40 || Estimated Time: 13:02:05
2023-08-06 22:08:12,335 semantic_segmentation INFO: Iters: 122470/150000 || Lr: 0.004349 || Task Loss: 0.1780 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:57:56 || Estimated Time: 13:01:48
2023-08-06 22:08:29,110 semantic_segmentation INFO: Iters: 122480/150000 || Lr: 0.004348 || Task Loss: 0.1166 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:58:13 || Estimated Time: 13:01:31
2023-08-06 22:08:45,846 semantic_segmentation INFO: Iters: 122490/150000 || Lr: 0.004346 || Task Loss: 0.2227 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:58:30 || Estimated Time: 13:01:14
2023-08-06 22:09:02,575 semantic_segmentation INFO: Iters: 122500/150000 || Lr: 0.004345 || Task Loss: 0.1581 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:58:47 || Estimated Time: 13:00:56
2023-08-06 22:09:19,297 semantic_segmentation INFO: Iters: 122510/150000 || Lr: 0.004343 || Task Loss: 0.1594 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:59:03 || Estimated Time: 13:00:39
2023-08-06 22:09:36,085 semantic_segmentation INFO: Iters: 122520/150000 || Lr: 0.004342 || Task Loss: 0.2571 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:59:20 || Estimated Time: 13:00:22
2023-08-06 22:09:52,816 semantic_segmentation INFO: Iters: 122530/150000 || Lr: 0.004340 || Task Loss: 0.2408 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:59:37 || Estimated Time: 13:00:05
2023-08-06 22:10:09,592 semantic_segmentation INFO: Iters: 122540/150000 || Lr: 0.004339 || Task Loss: 0.1602 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:59:54 || Estimated Time: 12:59:48
2023-08-06 22:10:26,339 semantic_segmentation INFO: Iters: 122550/150000 || Lr: 0.004338 || Task Loss: 0.2102 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:00:10 || Estimated Time: 12:59:31
2023-08-06 22:10:43,107 semantic_segmentation INFO: Iters: 122560/150000 || Lr: 0.004336 || Task Loss: 0.1748 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:00:27 || Estimated Time: 12:59:14
2023-08-06 22:10:59,852 semantic_segmentation INFO: Iters: 122570/150000 || Lr: 0.004335 || Task Loss: 0.2264 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:00:44 || Estimated Time: 12:58:57
2023-08-06 22:11:16,653 semantic_segmentation INFO: Iters: 122580/150000 || Lr: 0.004333 || Task Loss: 0.2495 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:01:01 || Estimated Time: 12:58:40
2023-08-06 22:11:33,353 semantic_segmentation INFO: Iters: 122590/150000 || Lr: 0.004332 || Task Loss: 0.1369 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:01:17 || Estimated Time: 12:58:23
2023-08-06 22:11:50,097 semantic_segmentation INFO: Iters: 122600/150000 || Lr: 0.004330 || Task Loss: 0.1596 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:01:34 || Estimated Time: 12:58:05
2023-08-06 22:12:06,878 semantic_segmentation INFO: Iters: 122610/150000 || Lr: 0.004329 || Task Loss: 0.1558 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:01:51 || Estimated Time: 12:57:48
2023-08-06 22:12:23,621 semantic_segmentation INFO: Iters: 122620/150000 || Lr: 0.004328 || Task Loss: 0.3346 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:02:08 || Estimated Time: 12:57:31
2023-08-06 22:12:40,341 semantic_segmentation INFO: Iters: 122630/150000 || Lr: 0.004326 || Task Loss: 0.2221 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:02:24 || Estimated Time: 12:57:14
2023-08-06 22:12:57,202 semantic_segmentation INFO: Iters: 122640/150000 || Lr: 0.004325 || Task Loss: 0.3658 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:02:41 || Estimated Time: 12:56:57
2023-08-06 22:13:13,973 semantic_segmentation INFO: Iters: 122650/150000 || Lr: 0.004323 || Task Loss: 0.1754 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:02:58 || Estimated Time: 12:56:40
2023-08-06 22:13:30,860 semantic_segmentation INFO: Iters: 122660/150000 || Lr: 0.004322 || Task Loss: 0.2081 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:03:15 || Estimated Time: 12:56:23
2023-08-06 22:13:47,647 semantic_segmentation INFO: Iters: 122670/150000 || Lr: 0.004321 || Task Loss: 0.1396 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:03:32 || Estimated Time: 12:56:06
2023-08-06 22:14:04,495 semantic_segmentation INFO: Iters: 122680/150000 || Lr: 0.004319 || Task Loss: 0.1750 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:03:49 || Estimated Time: 12:55:49
2023-08-06 22:14:21,310 semantic_segmentation INFO: Iters: 122690/150000 || Lr: 0.004318 || Task Loss: 0.2396 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:04:05 || Estimated Time: 12:55:32
2023-08-06 22:14:38,212 semantic_segmentation INFO: Iters: 122700/150000 || Lr: 0.004316 || Task Loss: 0.1241 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:04:22 || Estimated Time: 12:55:15
2023-08-06 22:14:55,092 semantic_segmentation INFO: Iters: 122710/150000 || Lr: 0.004315 || Task Loss: 0.2086 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:04:39 || Estimated Time: 12:54:57
2023-08-06 22:15:11,979 semantic_segmentation INFO: Iters: 122720/150000 || Lr: 0.004313 || Task Loss: 0.1454 || KD Loss: 0.0267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:04:56 || Estimated Time: 12:54:40
2023-08-06 22:15:28,869 semantic_segmentation INFO: Iters: 122730/150000 || Lr: 0.004312 || Task Loss: 0.2215 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:05:13 || Estimated Time: 12:54:23
2023-08-06 22:15:45,685 semantic_segmentation INFO: Iters: 122740/150000 || Lr: 0.004311 || Task Loss: 0.2076 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:05:30 || Estimated Time: 12:54:06
2023-08-06 22:16:02,438 semantic_segmentation INFO: Iters: 122750/150000 || Lr: 0.004309 || Task Loss: 0.2359 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:05:46 || Estimated Time: 12:53:49
2023-08-06 22:16:19,228 semantic_segmentation INFO: Iters: 122760/150000 || Lr: 0.004308 || Task Loss: 0.1436 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:06:03 || Estimated Time: 12:53:32
2023-08-06 22:16:36,016 semantic_segmentation INFO: Iters: 122770/150000 || Lr: 0.004306 || Task Loss: 0.2235 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:06:20 || Estimated Time: 12:53:15
2023-08-06 22:16:52,819 semantic_segmentation INFO: Iters: 122780/150000 || Lr: 0.004305 || Task Loss: 0.1603 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:06:37 || Estimated Time: 12:52:58
2023-08-06 22:17:09,621 semantic_segmentation INFO: Iters: 122790/150000 || Lr: 0.004303 || Task Loss: 0.2105 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:06:54 || Estimated Time: 12:52:41
2023-08-06 22:17:26,423 semantic_segmentation INFO: Iters: 122800/150000 || Lr: 0.004302 || Task Loss: 0.1761 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:07:10 || Estimated Time: 12:52:24
2023-08-06 22:17:43,182 semantic_segmentation INFO: Iters: 122810/150000 || Lr: 0.004301 || Task Loss: 0.2030 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:07:27 || Estimated Time: 12:52:07
2023-08-06 22:17:59,963 semantic_segmentation INFO: Iters: 122820/150000 || Lr: 0.004299 || Task Loss: 0.2199 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:07:44 || Estimated Time: 12:51:49
2023-08-06 22:18:16,811 semantic_segmentation INFO: Iters: 122830/150000 || Lr: 0.004298 || Task Loss: 0.1932 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:08:01 || Estimated Time: 12:51:32
2023-08-06 22:18:33,560 semantic_segmentation INFO: Iters: 122840/150000 || Lr: 0.004296 || Task Loss: 0.2108 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:08:18 || Estimated Time: 12:51:15
2023-08-06 22:18:50,296 semantic_segmentation INFO: Iters: 122850/150000 || Lr: 0.004295 || Task Loss: 0.2794 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:08:34 || Estimated Time: 12:50:58
2023-08-06 22:19:07,074 semantic_segmentation INFO: Iters: 122860/150000 || Lr: 0.004293 || Task Loss: 0.0873 || KD Loss: 0.0191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:08:51 || Estimated Time: 12:50:41
2023-08-06 22:19:23,870 semantic_segmentation INFO: Iters: 122870/150000 || Lr: 0.004292 || Task Loss: 0.2109 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:09:08 || Estimated Time: 12:50:24
2023-08-06 22:19:40,651 semantic_segmentation INFO: Iters: 122880/150000 || Lr: 0.004291 || Task Loss: 0.2458 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:09:25 || Estimated Time: 12:50:07
2023-08-06 22:19:57,347 semantic_segmentation INFO: Iters: 122890/150000 || Lr: 0.004289 || Task Loss: 0.2208 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:09:41 || Estimated Time: 12:49:50
2023-08-06 22:20:14,106 semantic_segmentation INFO: Iters: 122900/150000 || Lr: 0.004288 || Task Loss: 0.2086 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:09:58 || Estimated Time: 12:49:33
2023-08-06 22:20:30,830 semantic_segmentation INFO: Iters: 122910/150000 || Lr: 0.004286 || Task Loss: 0.2410 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:10:15 || Estimated Time: 12:49:16
2023-08-06 22:20:47,623 semantic_segmentation INFO: Iters: 122920/150000 || Lr: 0.004285 || Task Loss: 0.2273 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:10:32 || Estimated Time: 12:48:59
2023-08-06 22:21:04,373 semantic_segmentation INFO: Iters: 122930/150000 || Lr: 0.004284 || Task Loss: 0.2029 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:10:48 || Estimated Time: 12:48:41
2023-08-06 22:21:21,153 semantic_segmentation INFO: Iters: 122940/150000 || Lr: 0.004282 || Task Loss: 0.2413 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:11:05 || Estimated Time: 12:48:24
2023-08-06 22:21:38,012 semantic_segmentation INFO: Iters: 122950/150000 || Lr: 0.004281 || Task Loss: 0.3109 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:11:22 || Estimated Time: 12:48:07
2023-08-06 22:21:54,803 semantic_segmentation INFO: Iters: 122960/150000 || Lr: 0.004279 || Task Loss: 0.1800 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:11:39 || Estimated Time: 12:47:50
2023-08-06 22:22:11,584 semantic_segmentation INFO: Iters: 122970/150000 || Lr: 0.004278 || Task Loss: 0.1342 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:11:56 || Estimated Time: 12:47:33
2023-08-06 22:22:28,405 semantic_segmentation INFO: Iters: 122980/150000 || Lr: 0.004276 || Task Loss: 0.1686 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:12:12 || Estimated Time: 12:47:16
2023-08-06 22:22:45,453 semantic_segmentation INFO: Iters: 122990/150000 || Lr: 0.004275 || Task Loss: 0.4791 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:12:29 || Estimated Time: 12:46:59
2023-08-06 22:23:02,465 semantic_segmentation INFO: Iters: 123000/150000 || Lr: 0.004274 || Task Loss: 0.1599 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:12:47 || Estimated Time: 12:46:42
2023-08-06 22:23:19,242 semantic_segmentation INFO: Iters: 123010/150000 || Lr: 0.004272 || Task Loss: 0.1853 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:13:03 || Estimated Time: 12:46:25
2023-08-06 22:23:36,052 semantic_segmentation INFO: Iters: 123020/150000 || Lr: 0.004271 || Task Loss: 0.1912 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:46:08
2023-08-06 22:23:52,951 semantic_segmentation INFO: Iters: 123030/150000 || Lr: 0.004269 || Task Loss: 0.1524 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:45:51
2023-08-06 22:24:09,770 semantic_segmentation INFO: Iters: 123040/150000 || Lr: 0.004268 || Task Loss: 0.2914 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:13:54 || Estimated Time: 12:45:34
2023-08-06 22:24:26,624 semantic_segmentation INFO: Iters: 123050/150000 || Lr: 0.004266 || Task Loss: 0.1684 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:14:11 || Estimated Time: 12:45:16
2023-08-06 22:24:43,470 semantic_segmentation INFO: Iters: 123060/150000 || Lr: 0.004265 || Task Loss: 0.1593 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:14:28 || Estimated Time: 12:44:59
2023-08-06 22:25:00,340 semantic_segmentation INFO: Iters: 123070/150000 || Lr: 0.004264 || Task Loss: 0.2069 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:14:44 || Estimated Time: 12:44:42
2023-08-06 22:25:17,143 semantic_segmentation INFO: Iters: 123080/150000 || Lr: 0.004262 || Task Loss: 0.2652 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:15:01 || Estimated Time: 12:44:25
2023-08-06 22:25:33,967 semantic_segmentation INFO: Iters: 123090/150000 || Lr: 0.004261 || Task Loss: 0.1498 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:15:18 || Estimated Time: 12:44:08
2023-08-06 22:25:50,799 semantic_segmentation INFO: Iters: 123100/150000 || Lr: 0.004259 || Task Loss: 0.2256 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:15:35 || Estimated Time: 12:43:51
2023-08-06 22:26:07,946 semantic_segmentation INFO: Iters: 123110/150000 || Lr: 0.004258 || Task Loss: 0.2324 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:15:52 || Estimated Time: 12:43:34
2023-08-06 22:26:24,736 semantic_segmentation INFO: Iters: 123120/150000 || Lr: 0.004256 || Task Loss: 0.1654 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:16:09 || Estimated Time: 12:43:17
2023-08-06 22:26:41,522 semantic_segmentation INFO: Iters: 123130/150000 || Lr: 0.004255 || Task Loss: 0.1354 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:16:26 || Estimated Time: 12:43:00
2023-08-06 22:26:58,227 semantic_segmentation INFO: Iters: 123140/150000 || Lr: 0.004254 || Task Loss: 0.1998 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:16:42 || Estimated Time: 12:42:43
2023-08-06 22:27:15,027 semantic_segmentation INFO: Iters: 123150/150000 || Lr: 0.004252 || Task Loss: 0.1796 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:16:59 || Estimated Time: 12:42:26
2023-08-06 22:27:31,900 semantic_segmentation INFO: Iters: 123160/150000 || Lr: 0.004251 || Task Loss: 0.1227 || KD Loss: 0.0230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:17:16 || Estimated Time: 12:42:09
2023-08-06 22:27:48,691 semantic_segmentation INFO: Iters: 123170/150000 || Lr: 0.004249 || Task Loss: 0.1629 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:17:33 || Estimated Time: 12:41:51
2023-08-06 22:28:05,439 semantic_segmentation INFO: Iters: 123180/150000 || Lr: 0.004248 || Task Loss: 0.0789 || KD Loss: 0.0215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:17:49 || Estimated Time: 12:41:34
2023-08-06 22:28:22,153 semantic_segmentation INFO: Iters: 123190/150000 || Lr: 0.004246 || Task Loss: 0.1517 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:18:06 || Estimated Time: 12:41:17
2023-08-06 22:28:38,983 semantic_segmentation INFO: Iters: 123200/150000 || Lr: 0.004245 || Task Loss: 0.1633 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:18:23 || Estimated Time: 12:41:00
2023-08-06 22:28:39,069 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 22:28:39,940 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.414
2023-08-06 22:28:40,064 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.509
2023-08-06 22:28:40,185 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.521
2023-08-06 22:28:40,302 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.547
2023-08-06 22:28:40,424 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.541
2023-08-06 22:28:40,547 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.543
2023-08-06 22:28:40,668 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.586
2023-08-06 22:28:40,790 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.619
2023-08-06 22:28:40,907 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.668
2023-08-06 22:28:41,033 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.722
2023-08-06 22:28:41,162 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.725
2023-08-06 22:28:41,282 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.751
2023-08-06 22:28:41,402 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.756
2023-08-06 22:28:41,521 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.753
2023-08-06 22:28:41,642 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.751
2023-08-06 22:28:41,766 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.743
2023-08-06 22:28:41,889 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.746
2023-08-06 22:28:42,013 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.752
2023-08-06 22:28:42,136 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.756
2023-08-06 22:28:42,256 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.764
2023-08-06 22:28:42,379 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.764
2023-08-06 22:28:42,501 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.751
2023-08-06 22:28:42,623 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-06 22:28:42,740 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.755
2023-08-06 22:28:42,870 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.766
2023-08-06 22:28:42,999 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.769
2023-08-06 22:28:43,118 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-06 22:28:43,238 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 22:28:43,357 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 22:28:43,477 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-06 22:28:43,596 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-06 22:28:43,720 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 22:28:43,848 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-06 22:28:43,971 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 22:28:44,094 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-06 22:28:44,218 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 22:28:44,340 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 22:28:44,462 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-06 22:28:44,584 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-06 22:28:44,708 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 22:28:44,836 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 22:28:44,955 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 22:28:45,074 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 22:28:45,192 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 22:28:45,316 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 22:28:45,443 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-06 22:28:45,565 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-06 22:28:45,684 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 22:28:45,803 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-06 22:28:45,922 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 22:28:46,042 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 22:28:46,164 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-06 22:28:46,288 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-06 22:28:46,411 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-06 22:28:46,533 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-06 22:28:46,650 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-06 22:28:46,773 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-06 22:28:46,900 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-06 22:28:47,022 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-06 22:28:47,143 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.762
2023-08-06 22:28:47,263 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-06 22:28:47,386 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-06 22:28:47,510 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-06 22:28:47,637 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-06 22:28:47,761 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-06 22:28:47,880 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-06 22:28:48,005 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-06 22:28:48,135 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-06 22:28:48,261 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-06 22:28:48,382 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-06 22:28:48,499 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-06 22:28:48,621 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-06 22:28:48,744 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-06 22:28:48,864 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-06 22:28:48,982 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-06 22:28:49,100 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-06 22:28:49,226 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-06 22:28:49,357 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-06 22:28:49,477 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-06 22:28:49,598 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-06 22:28:49,718 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-06 22:28:49,842 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-06 22:28:49,968 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-06 22:28:50,090 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-06 22:28:50,212 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:50,331 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:50,453 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:50,579 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:50,702 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:50,824 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-06 22:28:50,944 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 22:28:51,067 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-06 22:28:51,197 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 22:28:51,317 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 22:28:51,440 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-06 22:28:51,558 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 22:28:51,680 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 22:28:51,804 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 22:28:51,929 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 22:28:52,054 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-06 22:28:52,174 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-06 22:28:52,294 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 22:28:52,414 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 22:28:52,536 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 22:28:52,657 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 22:28:52,775 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 22:28:52,899 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-06 22:28:53,027 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:53,148 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:53,268 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 22:28:53,386 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 22:28:53,511 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 22:28:53,640 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:53,758 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:53,877 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 22:28:53,994 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 22:28:54,112 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-06 22:28:54,229 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-06 22:28:54,352 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-06 22:28:54,481 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-06 22:28:54,604 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-06 22:28:54,727 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 22:28:54,847 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-06 22:28:54,967 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.759
2023-08-06 22:28:55,087 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.759
2023-08-06 22:28:55,207 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:55,327 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 22:28:55,444 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-06 22:28:55,571 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-06 22:28:55,705 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:55,824 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:55,944 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-06 22:28:56,063 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 22:28:56,185 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-06 22:28:56,311 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-06 22:28:56,435 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-06 22:28:56,559 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.759
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2023-08-06 22:29:20,922 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 22:29:21,040 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 22:29:21,163 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 22:29:21,290 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-06 22:29:21,412 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 22:29:21,535 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 22:29:21,656 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 22:29:21,783 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-06 22:29:21,915 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 22:29:22,036 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 22:29:22,157 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 22:29:22,278 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 22:29:22,400 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 22:29:22,525 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-06 22:29:22,650 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:22,775 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:22,897 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:23,017 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:23,139 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:23,260 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:23,379 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:23,497 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:23,626 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:23,758 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:23,880 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-06 22:29:24,002 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:24,124 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:24,245 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-06 22:29:24,369 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 22:29:24,494 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:24,618 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:24,738 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 22:29:24,859 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 22:29:24,982 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:25,107 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:25,230 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:25,350 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:25,475 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:25,606 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:25,726 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 22:29:25,846 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:25,967 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 22:29:26,092 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:26,218 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:26,343 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:26,467 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:26,587 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:26,708 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 22:29:26,831 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 22:29:26,954 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 22:29:27,074 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 22:29:27,193 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 22:29:27,322 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 22:29:27,456 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 22:29:27,577 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 22:29:27,702 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:27,825 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:27,948 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:28,069 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:28,191 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:28,311 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:28,431 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:28,559 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:28,689 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:28,813 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:28,938 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:29,059 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:29,185 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:29,308 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:29,433 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:29,558 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 22:29:29,683 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 22:29:29,815 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:29,943 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:30,063 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:30,190 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:30,320 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:30,444 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:30,569 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:30,691 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:30,813 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:30,939 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:31,061 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:31,179 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:31,299 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:31,423 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:31,552 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:31,675 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 22:29:31,799 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:31,920 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:32,044 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:32,167 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:32,290 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:32,414 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:32,533 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:32,656 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:32,782 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 22:29:32,907 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:33,030 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:33,149 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:33,269 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:33,390 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:33,510 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:33,629 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:33,746 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:33,874 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:34,007 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:34,129 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:34,253 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:34,378 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:34,497 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:34,617 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:34,736 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:34,854 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:34,973 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:35,094 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:35,215 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:35,341 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:35,467 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 22:29:35,591 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 22:29:35,712 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 22:29:35,834 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 22:29:35,956 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 22:29:36,078 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-06 22:29:36,192 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:36,316 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:36,442 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:36,565 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:36,688 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:36,809 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:36,937 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:37,071 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:37,191 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:37,311 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:37,429 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:37,552 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:37,679 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:37,804 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:37,928 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:38,048 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:38,170 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:38,292 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:38,414 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:38,536 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:38,653 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:38,780 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:38,913 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:39,033 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:39,152 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:39,270 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:39,389 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 22:29:39,511 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:39,637 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:39,764 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:39,888 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:40,010 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:40,133 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:40,257 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:40,380 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:40,499 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:40,624 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:40,757 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:40,876 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:40,997 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:41,116 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 22:29:57,939 semantic_segmentation INFO: Iters: 123210/150000 || Lr: 0.004244 || Task Loss: 0.3742 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:19:42 || Estimated Time: 12:40:57
2023-08-06 22:30:14,720 semantic_segmentation INFO: Iters: 123220/150000 || Lr: 0.004242 || Task Loss: 0.3093 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:19:59 || Estimated Time: 12:40:40
2023-08-06 22:30:31,514 semantic_segmentation INFO: Iters: 123230/150000 || Lr: 0.004241 || Task Loss: 0.2032 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:20:16 || Estimated Time: 12:40:22
2023-08-06 22:30:48,254 semantic_segmentation INFO: Iters: 123240/150000 || Lr: 0.004239 || Task Loss: 0.1981 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:20:32 || Estimated Time: 12:40:05
2023-08-06 22:31:05,099 semantic_segmentation INFO: Iters: 123250/150000 || Lr: 0.004238 || Task Loss: 0.1963 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:20:49 || Estimated Time: 12:39:48
2023-08-06 22:31:21,844 semantic_segmentation INFO: Iters: 123260/150000 || Lr: 0.004237 || Task Loss: 0.1449 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:21:06 || Estimated Time: 12:39:31
2023-08-06 22:31:38,589 semantic_segmentation INFO: Iters: 123270/150000 || Lr: 0.004235 || Task Loss: 0.3447 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:21:23 || Estimated Time: 12:39:14
2023-08-06 22:31:55,344 semantic_segmentation INFO: Iters: 123280/150000 || Lr: 0.004234 || Task Loss: 0.1933 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:21:39 || Estimated Time: 12:38:57
2023-08-06 22:32:12,131 semantic_segmentation INFO: Iters: 123290/150000 || Lr: 0.004232 || Task Loss: 0.3718 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:21:56 || Estimated Time: 12:38:40
2023-08-06 22:32:28,977 semantic_segmentation INFO: Iters: 123300/150000 || Lr: 0.004231 || Task Loss: 0.1036 || KD Loss: 0.0274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:22:13 || Estimated Time: 12:38:23
2023-08-06 22:32:45,742 semantic_segmentation INFO: Iters: 123310/150000 || Lr: 0.004229 || Task Loss: 0.1223 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:22:30 || Estimated Time: 12:38:06
2023-08-06 22:33:02,503 semantic_segmentation INFO: Iters: 123320/150000 || Lr: 0.004228 || Task Loss: 0.2454 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:22:47 || Estimated Time: 12:37:49
2023-08-06 22:33:19,314 semantic_segmentation INFO: Iters: 123330/150000 || Lr: 0.004227 || Task Loss: 0.2306 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:23:03 || Estimated Time: 12:37:31
2023-08-06 22:33:36,042 semantic_segmentation INFO: Iters: 123340/150000 || Lr: 0.004225 || Task Loss: 0.1558 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:23:20 || Estimated Time: 12:37:14
2023-08-06 22:33:52,820 semantic_segmentation INFO: Iters: 123350/150000 || Lr: 0.004224 || Task Loss: 0.2176 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:23:37 || Estimated Time: 12:36:57
2023-08-06 22:34:09,571 semantic_segmentation INFO: Iters: 123360/150000 || Lr: 0.004222 || Task Loss: 0.3374 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:23:54 || Estimated Time: 12:36:40
2023-08-06 22:34:26,338 semantic_segmentation INFO: Iters: 123370/150000 || Lr: 0.004221 || Task Loss: 0.2150 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:24:10 || Estimated Time: 12:36:23
2023-08-06 22:34:43,040 semantic_segmentation INFO: Iters: 123380/150000 || Lr: 0.004219 || Task Loss: 0.1252 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:24:27 || Estimated Time: 12:36:06
2023-08-06 22:34:59,805 semantic_segmentation INFO: Iters: 123390/150000 || Lr: 0.004218 || Task Loss: 0.1528 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:24:44 || Estimated Time: 12:35:49
2023-08-06 22:35:16,491 semantic_segmentation INFO: Iters: 123400/150000 || Lr: 0.004217 || Task Loss: 0.2469 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:25:01 || Estimated Time: 12:35:32
2023-08-06 22:35:33,209 semantic_segmentation INFO: Iters: 123410/150000 || Lr: 0.004215 || Task Loss: 0.1691 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:25:17 || Estimated Time: 12:35:15
2023-08-06 22:35:49,992 semantic_segmentation INFO: Iters: 123420/150000 || Lr: 0.004214 || Task Loss: 0.1468 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:25:34 || Estimated Time: 12:34:57
2023-08-06 22:36:06,770 semantic_segmentation INFO: Iters: 123430/150000 || Lr: 0.004212 || Task Loss: 0.2284 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:25:51 || Estimated Time: 12:34:40
2023-08-06 22:36:23,467 semantic_segmentation INFO: Iters: 123440/150000 || Lr: 0.004211 || Task Loss: 0.1948 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:26:08 || Estimated Time: 12:34:23
2023-08-06 22:36:40,226 semantic_segmentation INFO: Iters: 123450/150000 || Lr: 0.004209 || Task Loss: 0.1510 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:26:24 || Estimated Time: 12:34:06
2023-08-06 22:36:57,021 semantic_segmentation INFO: Iters: 123460/150000 || Lr: 0.004208 || Task Loss: 0.1851 || KD Loss: 0.0250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:26:41 || Estimated Time: 12:33:49
2023-08-06 22:37:13,821 semantic_segmentation INFO: Iters: 123470/150000 || Lr: 0.004207 || Task Loss: 0.2270 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:26:58 || Estimated Time: 12:33:32
2023-08-06 22:37:30,585 semantic_segmentation INFO: Iters: 123480/150000 || Lr: 0.004205 || Task Loss: 0.1841 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:27:15 || Estimated Time: 12:33:15
2023-08-06 22:37:47,353 semantic_segmentation INFO: Iters: 123490/150000 || Lr: 0.004204 || Task Loss: 0.2109 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:27:31 || Estimated Time: 12:32:58
2023-08-06 22:38:04,206 semantic_segmentation INFO: Iters: 123500/150000 || Lr: 0.004202 || Task Loss: 0.1881 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:27:48 || Estimated Time: 12:32:41
2023-08-06 22:38:21,055 semantic_segmentation INFO: Iters: 123510/150000 || Lr: 0.004201 || Task Loss: 0.2614 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:32:24
2023-08-06 22:38:37,910 semantic_segmentation INFO: Iters: 123520/150000 || Lr: 0.004199 || Task Loss: 0.3103 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:32:07
2023-08-06 22:38:54,738 semantic_segmentation INFO: Iters: 123530/150000 || Lr: 0.004198 || Task Loss: 0.1869 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:28:39 || Estimated Time: 12:31:49
2023-08-06 22:39:11,726 semantic_segmentation INFO: Iters: 123540/150000 || Lr: 0.004197 || Task Loss: 0.1587 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:28:56 || Estimated Time: 12:31:32
2023-08-06 22:39:28,586 semantic_segmentation INFO: Iters: 123550/150000 || Lr: 0.004195 || Task Loss: 0.2615 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:29:13 || Estimated Time: 12:31:15
2023-08-06 22:39:45,516 semantic_segmentation INFO: Iters: 123560/150000 || Lr: 0.004194 || Task Loss: 0.1601 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:29:30 || Estimated Time: 12:30:58
2023-08-06 22:40:02,334 semantic_segmentation INFO: Iters: 123570/150000 || Lr: 0.004192 || Task Loss: 0.1847 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:29:46 || Estimated Time: 12:30:41
2023-08-06 22:40:19,118 semantic_segmentation INFO: Iters: 123580/150000 || Lr: 0.004191 || Task Loss: 0.2291 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:30:03 || Estimated Time: 12:30:24
2023-08-06 22:40:35,896 semantic_segmentation INFO: Iters: 123590/150000 || Lr: 0.004189 || Task Loss: 0.2294 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:30:20 || Estimated Time: 12:30:07
2023-08-06 22:40:52,692 semantic_segmentation INFO: Iters: 123600/150000 || Lr: 0.004188 || Task Loss: 0.1809 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:29:50
2023-08-06 22:41:09,349 semantic_segmentation INFO: Iters: 123610/150000 || Lr: 0.004187 || Task Loss: 0.1425 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:29:33
2023-08-06 22:41:26,105 semantic_segmentation INFO: Iters: 123620/150000 || Lr: 0.004185 || Task Loss: 0.2282 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:29:16
2023-08-06 22:41:42,873 semantic_segmentation INFO: Iters: 123630/150000 || Lr: 0.004184 || Task Loss: 0.1597 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:31:27 || Estimated Time: 12:28:59
2023-08-06 22:41:59,627 semantic_segmentation INFO: Iters: 123640/150000 || Lr: 0.004182 || Task Loss: 0.2333 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:31:44 || Estimated Time: 12:28:41
2023-08-06 22:42:16,348 semantic_segmentation INFO: Iters: 123650/150000 || Lr: 0.004181 || Task Loss: 0.1723 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:32:00 || Estimated Time: 12:28:24
2023-08-06 22:42:33,082 semantic_segmentation INFO: Iters: 123660/150000 || Lr: 0.004179 || Task Loss: 0.2501 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:32:17 || Estimated Time: 12:28:07
2023-08-06 22:42:49,850 semantic_segmentation INFO: Iters: 123670/150000 || Lr: 0.004178 || Task Loss: 0.2554 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:32:34 || Estimated Time: 12:27:50
2023-08-06 22:43:06,589 semantic_segmentation INFO: Iters: 123680/150000 || Lr: 0.004177 || Task Loss: 0.2338 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:32:51 || Estimated Time: 12:27:33
2023-08-06 22:43:23,375 semantic_segmentation INFO: Iters: 123690/150000 || Lr: 0.004175 || Task Loss: 0.1944 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:33:07 || Estimated Time: 12:27:16
2023-08-06 22:43:40,088 semantic_segmentation INFO: Iters: 123700/150000 || Lr: 0.004174 || Task Loss: 0.2568 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:26:59
2023-08-06 22:43:56,820 semantic_segmentation INFO: Iters: 123710/150000 || Lr: 0.004172 || Task Loss: 0.2139 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:26:42
2023-08-06 22:44:13,545 semantic_segmentation INFO: Iters: 123720/150000 || Lr: 0.004171 || Task Loss: 0.2071 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:33:58 || Estimated Time: 12:26:25
2023-08-06 22:44:30,292 semantic_segmentation INFO: Iters: 123730/150000 || Lr: 0.004169 || Task Loss: 0.2326 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:34:14 || Estimated Time: 12:26:07
2023-08-06 22:44:47,055 semantic_segmentation INFO: Iters: 123740/150000 || Lr: 0.004168 || Task Loss: 0.2993 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:34:31 || Estimated Time: 12:25:50
2023-08-06 22:45:03,792 semantic_segmentation INFO: Iters: 123750/150000 || Lr: 0.004167 || Task Loss: 0.1655 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:34:48 || Estimated Time: 12:25:33
2023-08-06 22:45:20,503 semantic_segmentation INFO: Iters: 123760/150000 || Lr: 0.004165 || Task Loss: 0.1590 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:35:05 || Estimated Time: 12:25:16
2023-08-06 22:45:37,201 semantic_segmentation INFO: Iters: 123770/150000 || Lr: 0.004164 || Task Loss: 0.1687 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:35:21 || Estimated Time: 12:24:59
2023-08-06 22:45:53,966 semantic_segmentation INFO: Iters: 123780/150000 || Lr: 0.004162 || Task Loss: 0.1651 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:35:38 || Estimated Time: 12:24:42
2023-08-06 22:46:10,663 semantic_segmentation INFO: Iters: 123790/150000 || Lr: 0.004161 || Task Loss: 0.1584 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:35:55 || Estimated Time: 12:24:25
2023-08-06 22:46:27,376 semantic_segmentation INFO: Iters: 123800/150000 || Lr: 0.004159 || Task Loss: 0.1849 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:36:11 || Estimated Time: 12:24:08
2023-08-06 22:46:44,139 semantic_segmentation INFO: Iters: 123810/150000 || Lr: 0.004158 || Task Loss: 0.2302 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:36:28 || Estimated Time: 12:23:51
2023-08-06 22:47:00,842 semantic_segmentation INFO: Iters: 123820/150000 || Lr: 0.004157 || Task Loss: 0.1508 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:36:45 || Estimated Time: 12:23:34
2023-08-06 22:47:17,684 semantic_segmentation INFO: Iters: 123830/150000 || Lr: 0.004155 || Task Loss: 0.3530 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:37:02 || Estimated Time: 12:23:16
2023-08-06 22:47:34,659 semantic_segmentation INFO: Iters: 123840/150000 || Lr: 0.004154 || Task Loss: 0.0923 || KD Loss: 0.0241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:37:19 || Estimated Time: 12:22:59
2023-08-06 22:47:51,547 semantic_segmentation INFO: Iters: 123850/150000 || Lr: 0.004152 || Task Loss: 0.2405 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:37:36 || Estimated Time: 12:22:42
2023-08-06 22:48:08,251 semantic_segmentation INFO: Iters: 123860/150000 || Lr: 0.004151 || Task Loss: 0.1322 || KD Loss: 0.0246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:37:52 || Estimated Time: 12:22:25
2023-08-06 22:48:24,991 semantic_segmentation INFO: Iters: 123870/150000 || Lr: 0.004149 || Task Loss: 0.2404 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:38:09 || Estimated Time: 12:22:08
2023-08-06 22:48:41,718 semantic_segmentation INFO: Iters: 123880/150000 || Lr: 0.004148 || Task Loss: 0.2092 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:38:26 || Estimated Time: 12:21:51
2023-08-06 22:48:58,419 semantic_segmentation INFO: Iters: 123890/150000 || Lr: 0.004147 || Task Loss: 0.2194 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:38:42 || Estimated Time: 12:21:34
2023-08-06 22:49:15,171 semantic_segmentation INFO: Iters: 123900/150000 || Lr: 0.004145 || Task Loss: 0.1820 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:38:59 || Estimated Time: 12:21:17
2023-08-06 22:49:31,884 semantic_segmentation INFO: Iters: 123910/150000 || Lr: 0.004144 || Task Loss: 0.1264 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:39:16 || Estimated Time: 12:21:00
2023-08-06 22:49:48,658 semantic_segmentation INFO: Iters: 123920/150000 || Lr: 0.004142 || Task Loss: 0.1849 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:39:33 || Estimated Time: 12:20:43
2023-08-06 22:50:05,387 semantic_segmentation INFO: Iters: 123930/150000 || Lr: 0.004141 || Task Loss: 0.1664 || KD Loss: 0.0235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:39:49 || Estimated Time: 12:20:25
2023-08-06 22:50:22,082 semantic_segmentation INFO: Iters: 123940/150000 || Lr: 0.004139 || Task Loss: 0.1424 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:40:06 || Estimated Time: 12:20:08
2023-08-06 22:50:38,857 semantic_segmentation INFO: Iters: 123950/150000 || Lr: 0.004138 || Task Loss: 0.1580 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:40:23 || Estimated Time: 12:19:51
2023-08-06 22:50:55,576 semantic_segmentation INFO: Iters: 123960/150000 || Lr: 0.004137 || Task Loss: 0.1891 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:40:40 || Estimated Time: 12:19:34
2023-08-06 22:51:12,301 semantic_segmentation INFO: Iters: 123970/150000 || Lr: 0.004135 || Task Loss: 0.2849 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:40:56 || Estimated Time: 12:19:17
2023-08-06 22:51:29,032 semantic_segmentation INFO: Iters: 123980/150000 || Lr: 0.004134 || Task Loss: 0.2000 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:41:13 || Estimated Time: 12:19:00
2023-08-06 22:51:45,771 semantic_segmentation INFO: Iters: 123990/150000 || Lr: 0.004132 || Task Loss: 0.2394 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:41:30 || Estimated Time: 12:18:43
2023-08-06 22:52:02,478 semantic_segmentation INFO: Iters: 124000/150000 || Lr: 0.004131 || Task Loss: 0.1110 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:41:47 || Estimated Time: 12:18:26
2023-08-06 22:52:02,556 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 22:52:03,425 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-06 22:52:03,548 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.511
2023-08-06 22:52:03,672 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.524
2023-08-06 22:52:03,793 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.548
2023-08-06 22:52:03,913 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.540
2023-08-06 22:52:04,035 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.541
2023-08-06 22:52:04,159 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.566
2023-08-06 22:52:04,288 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.609
2023-08-06 22:52:04,405 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.660
2023-08-06 22:52:04,525 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.714
2023-08-06 22:52:04,642 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.719
2023-08-06 22:52:04,758 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.749
2023-08-06 22:52:04,878 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.745
2023-08-06 22:52:05,002 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.736
2023-08-06 22:52:05,127 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.735
2023-08-06 22:52:05,250 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.726
2023-08-06 22:52:05,372 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.730
2023-08-06 22:52:05,492 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.733
2023-08-06 22:52:05,613 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.739
2023-08-06 22:52:05,736 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.747
2023-08-06 22:52:05,859 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.746
2023-08-06 22:52:05,978 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.739
2023-08-06 22:52:06,097 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.736
2023-08-06 22:52:06,222 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 22:52:06,352 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-06 22:52:06,472 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-06 22:52:06,592 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-06 22:52:06,712 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 22:52:06,834 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-06 22:52:06,957 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 22:52:07,081 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 22:52:07,205 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-06 22:52:07,327 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 22:52:07,447 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-06 22:52:07,567 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 22:52:07,689 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 22:52:07,809 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 22:52:07,925 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-06 22:52:08,046 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-06 22:52:08,168 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 22:52:08,287 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.732
2023-08-06 22:52:08,408 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.732
2023-08-06 22:52:08,529 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 22:52:08,650 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 22:52:08,771 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.733
2023-08-06 22:52:08,891 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.733
2023-08-06 22:52:09,013 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.734
2023-08-06 22:52:09,134 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-06 22:52:09,255 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 22:52:09,372 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:52:09,495 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 22:52:09,622 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.744
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2023-08-06 22:52:09,989 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-06 22:52:10,110 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.747
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2023-08-06 22:52:10,351 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-06 22:52:10,471 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-06 22:52:10,589 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-06 22:52:10,712 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-06 22:52:10,839 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.759
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2023-08-06 22:52:11,079 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-06 22:52:11,199 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 22:52:11,318 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-06 22:52:11,435 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.762
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2023-08-06 22:52:11,685 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-06 22:52:11,807 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-06 22:52:11,927 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-06 22:52:12,044 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 22:52:12,168 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 22:52:12,295 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.761
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2023-08-06 22:52:12,904 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 22:52:13,026 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-06 22:52:13,145 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-06 22:52:13,263 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.763
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2023-08-06 22:52:13,509 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-06 22:52:13,632 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.756
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2023-08-06 22:52:17,671 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-06 22:52:17,797 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.747
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2023-08-06 22:52:22,116 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 22:52:22,236 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 22:52:22,356 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.753
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2023-08-06 22:52:25,060 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.950, mIoU: 0.748
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2023-08-06 22:52:57,923 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-06 22:52:58,043 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-06 22:52:58,163 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-06 22:52:58,282 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-06 22:52:58,401 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-06 22:52:58,518 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-06 22:52:58,643 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-06 22:52:58,774 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-06 22:52:58,894 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-06 22:52:59,016 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-06 22:52:59,136 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-06 22:52:59,262 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-06 22:52:59,393 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-06 22:52:59,515 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-06 22:52:59,633 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 22:52:59,754 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 22:52:59,878 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 22:53:00,007 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 22:53:00,130 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-06 22:53:00,251 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 22:53:00,371 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:00,494 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:00,623 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:00,752 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:00,877 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 22:53:00,999 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:01,119 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 22:53:01,239 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-06 22:53:01,360 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:01,478 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:01,596 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:01,719 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:01,843 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:01,968 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:02,094 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:02,217 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:02,337 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:02,457 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:02,579 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:02,700 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:02,818 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:02,943 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:03,072 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:03,193 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:03,315 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-06 22:53:03,435 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:03,563 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:03,697 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:03,816 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:03,936 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:04,054 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:04,178 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:04,304 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:04,428 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:04,551 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-06 22:53:21,361 semantic_segmentation INFO: Iters: 124010/150000 || Lr: 0.004129 || Task Loss: 0.1112 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:43:05 || Estimated Time: 12:18:22
2023-08-06 22:53:38,074 semantic_segmentation INFO: Iters: 124020/150000 || Lr: 0.004128 || Task Loss: 0.1521 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:43:22 || Estimated Time: 12:18:04
2023-08-06 22:53:54,878 semantic_segmentation INFO: Iters: 124030/150000 || Lr: 0.004127 || Task Loss: 0.1331 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:43:39 || Estimated Time: 12:17:47
2023-08-06 22:54:11,645 semantic_segmentation INFO: Iters: 124040/150000 || Lr: 0.004125 || Task Loss: 0.1379 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:43:56 || Estimated Time: 12:17:30
2023-08-06 22:54:28,456 semantic_segmentation INFO: Iters: 124050/150000 || Lr: 0.004124 || Task Loss: 0.2755 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:44:12 || Estimated Time: 12:17:13
2023-08-06 22:54:45,244 semantic_segmentation INFO: Iters: 124060/150000 || Lr: 0.004122 || Task Loss: 0.1771 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:44:29 || Estimated Time: 12:16:56
2023-08-06 22:55:02,014 semantic_segmentation INFO: Iters: 124070/150000 || Lr: 0.004121 || Task Loss: 0.2989 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:44:46 || Estimated Time: 12:16:39
2023-08-06 22:55:18,838 semantic_segmentation INFO: Iters: 124080/150000 || Lr: 0.004119 || Task Loss: 0.2581 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:45:03 || Estimated Time: 12:16:22
2023-08-06 22:55:35,688 semantic_segmentation INFO: Iters: 124090/150000 || Lr: 0.004118 || Task Loss: 0.2173 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:45:20 || Estimated Time: 12:16:05
2023-08-06 22:55:52,528 semantic_segmentation INFO: Iters: 124100/150000 || Lr: 0.004117 || Task Loss: 0.1871 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:45:37 || Estimated Time: 12:15:48
2023-08-06 22:56:09,381 semantic_segmentation INFO: Iters: 124110/150000 || Lr: 0.004115 || Task Loss: 0.1331 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:45:53 || Estimated Time: 12:15:31
2023-08-06 22:56:26,184 semantic_segmentation INFO: Iters: 124120/150000 || Lr: 0.004114 || Task Loss: 0.2986 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:46:10 || Estimated Time: 12:15:14
2023-08-06 22:56:43,003 semantic_segmentation INFO: Iters: 124130/150000 || Lr: 0.004112 || Task Loss: 0.2993 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:46:27 || Estimated Time: 12:14:56
2023-08-06 22:56:59,807 semantic_segmentation INFO: Iters: 124140/150000 || Lr: 0.004111 || Task Loss: 0.1504 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:46:44 || Estimated Time: 12:14:39
2023-08-06 22:57:16,590 semantic_segmentation INFO: Iters: 124150/150000 || Lr: 0.004109 || Task Loss: 0.2962 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:47:01 || Estimated Time: 12:14:22
2023-08-06 22:57:33,387 semantic_segmentation INFO: Iters: 124160/150000 || Lr: 0.004108 || Task Loss: 0.2783 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:47:17 || Estimated Time: 12:14:05
2023-08-06 22:57:50,106 semantic_segmentation INFO: Iters: 124170/150000 || Lr: 0.004107 || Task Loss: 0.1591 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:47:34 || Estimated Time: 12:13:48
2023-08-06 22:58:06,884 semantic_segmentation INFO: Iters: 124180/150000 || Lr: 0.004105 || Task Loss: 0.2102 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:47:51 || Estimated Time: 12:13:31
2023-08-06 22:58:23,623 semantic_segmentation INFO: Iters: 124190/150000 || Lr: 0.004104 || Task Loss: 0.1258 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:48:08 || Estimated Time: 12:13:14
2023-08-06 22:58:40,410 semantic_segmentation INFO: Iters: 124200/150000 || Lr: 0.004102 || Task Loss: 0.2279 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:48:24 || Estimated Time: 12:12:57
2023-08-06 22:58:57,200 semantic_segmentation INFO: Iters: 124210/150000 || Lr: 0.004101 || Task Loss: 0.1943 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:48:41 || Estimated Time: 12:12:40
2023-08-06 22:59:13,905 semantic_segmentation INFO: Iters: 124220/150000 || Lr: 0.004099 || Task Loss: 0.2833 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:48:58 || Estimated Time: 12:12:23
2023-08-06 22:59:30,647 semantic_segmentation INFO: Iters: 124230/150000 || Lr: 0.004098 || Task Loss: 0.1834 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:49:15 || Estimated Time: 12:12:05
2023-08-06 22:59:47,394 semantic_segmentation INFO: Iters: 124240/150000 || Lr: 0.004097 || Task Loss: 0.1457 || KD Loss: 0.0230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:49:31 || Estimated Time: 12:11:48
2023-08-06 23:00:04,118 semantic_segmentation INFO: Iters: 124250/150000 || Lr: 0.004095 || Task Loss: 0.1338 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:49:48 || Estimated Time: 12:11:31
2023-08-06 23:00:20,854 semantic_segmentation INFO: Iters: 124260/150000 || Lr: 0.004094 || Task Loss: 0.1616 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:11:14
2023-08-06 23:00:37,591 semantic_segmentation INFO: Iters: 124270/150000 || Lr: 0.004092 || Task Loss: 0.2339 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:50:22 || Estimated Time: 12:10:57
2023-08-06 23:00:54,342 semantic_segmentation INFO: Iters: 124280/150000 || Lr: 0.004091 || Task Loss: 0.2601 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:10:40
2023-08-06 23:01:11,095 semantic_segmentation INFO: Iters: 124290/150000 || Lr: 0.004089 || Task Loss: 0.2214 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:50:55 || Estimated Time: 12:10:23
2023-08-06 23:01:27,793 semantic_segmentation INFO: Iters: 124300/150000 || Lr: 0.004088 || Task Loss: 0.2279 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:51:12 || Estimated Time: 12:10:06
2023-08-06 23:01:44,535 semantic_segmentation INFO: Iters: 124310/150000 || Lr: 0.004086 || Task Loss: 0.1785 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:51:29 || Estimated Time: 12:09:49
2023-08-06 23:02:01,262 semantic_segmentation INFO: Iters: 124320/150000 || Lr: 0.004085 || Task Loss: 0.1697 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:51:45 || Estimated Time: 12:09:31
2023-08-06 23:02:17,996 semantic_segmentation INFO: Iters: 124330/150000 || Lr: 0.004084 || Task Loss: 0.1351 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:52:02 || Estimated Time: 12:09:14
2023-08-06 23:02:34,712 semantic_segmentation INFO: Iters: 124340/150000 || Lr: 0.004082 || Task Loss: 0.1575 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:52:19 || Estimated Time: 12:08:57
2023-08-06 23:02:51,462 semantic_segmentation INFO: Iters: 124350/150000 || Lr: 0.004081 || Task Loss: 0.2677 || KD Loss: 0.0620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:52:36 || Estimated Time: 12:08:40
2023-08-06 23:03:08,228 semantic_segmentation INFO: Iters: 124360/150000 || Lr: 0.004079 || Task Loss: 0.1942 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:52:52 || Estimated Time: 12:08:23
2023-08-06 23:03:24,946 semantic_segmentation INFO: Iters: 124370/150000 || Lr: 0.004078 || Task Loss: 0.2302 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:53:09 || Estimated Time: 12:08:06
2023-08-06 23:03:41,702 semantic_segmentation INFO: Iters: 124380/150000 || Lr: 0.004076 || Task Loss: 0.2632 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:07:49
2023-08-06 23:03:58,430 semantic_segmentation INFO: Iters: 124390/150000 || Lr: 0.004075 || Task Loss: 0.3015 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:07:32
2023-08-06 23:04:15,213 semantic_segmentation INFO: Iters: 124400/150000 || Lr: 0.004074 || Task Loss: 0.2794 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:07:15
2023-08-06 23:04:32,002 semantic_segmentation INFO: Iters: 124410/150000 || Lr: 0.004072 || Task Loss: 0.2176 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:54:16 || Estimated Time: 12:06:57
2023-08-06 23:04:48,673 semantic_segmentation INFO: Iters: 124420/150000 || Lr: 0.004071 || Task Loss: 0.2161 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:54:33 || Estimated Time: 12:06:40
2023-08-06 23:05:05,402 semantic_segmentation INFO: Iters: 124430/150000 || Lr: 0.004069 || Task Loss: 0.1448 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:54:49 || Estimated Time: 12:06:23
2023-08-06 23:05:22,172 semantic_segmentation INFO: Iters: 124440/150000 || Lr: 0.004068 || Task Loss: 0.2605 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:55:06 || Estimated Time: 12:06:06
2023-08-06 23:05:38,915 semantic_segmentation INFO: Iters: 124450/150000 || Lr: 0.004066 || Task Loss: 0.2601 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:55:23 || Estimated Time: 12:05:49
2023-08-06 23:05:55,692 semantic_segmentation INFO: Iters: 124460/150000 || Lr: 0.004065 || Task Loss: 0.2557 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:55:40 || Estimated Time: 12:05:32
2023-08-06 23:06:12,361 semantic_segmentation INFO: Iters: 124470/150000 || Lr: 0.004064 || Task Loss: 0.1704 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:55:56 || Estimated Time: 12:05:15
2023-08-06 23:06:29,162 semantic_segmentation INFO: Iters: 124480/150000 || Lr: 0.004062 || Task Loss: 0.2420 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:56:13 || Estimated Time: 12:04:58
2023-08-06 23:06:45,944 semantic_segmentation INFO: Iters: 124490/150000 || Lr: 0.004061 || Task Loss: 0.2016 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:56:30 || Estimated Time: 12:04:41
2023-08-06 23:07:02,645 semantic_segmentation INFO: Iters: 124500/150000 || Lr: 0.004059 || Task Loss: 0.2889 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:56:47 || Estimated Time: 12:04:24
2023-08-06 23:07:19,335 semantic_segmentation INFO: Iters: 124510/150000 || Lr: 0.004058 || Task Loss: 0.1718 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:04:06
2023-08-06 23:07:36,111 semantic_segmentation INFO: Iters: 124520/150000 || Lr: 0.004056 || Task Loss: 0.1290 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:57:20 || Estimated Time: 12:03:49
2023-08-06 23:07:52,834 semantic_segmentation INFO: Iters: 124530/150000 || Lr: 0.004055 || Task Loss: 0.2724 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:57:37 || Estimated Time: 12:03:32
2023-08-06 23:08:09,630 semantic_segmentation INFO: Iters: 124540/150000 || Lr: 0.004054 || Task Loss: 0.2764 || KD Loss: 0.0652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:57:54 || Estimated Time: 12:03:15
2023-08-06 23:08:26,417 semantic_segmentation INFO: Iters: 124550/150000 || Lr: 0.004052 || Task Loss: 0.1284 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:58:10 || Estimated Time: 12:02:58
2023-08-06 23:08:43,269 semantic_segmentation INFO: Iters: 124560/150000 || Lr: 0.004051 || Task Loss: 0.2362 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:58:27 || Estimated Time: 12:02:41
2023-08-06 23:09:00,030 semantic_segmentation INFO: Iters: 124570/150000 || Lr: 0.004049 || Task Loss: 0.1567 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:58:44 || Estimated Time: 12:02:24
2023-08-06 23:09:16,876 semantic_segmentation INFO: Iters: 124580/150000 || Lr: 0.004048 || Task Loss: 0.1800 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:59:01 || Estimated Time: 12:02:07
2023-08-06 23:09:33,677 semantic_segmentation INFO: Iters: 124590/150000 || Lr: 0.004046 || Task Loss: 0.1449 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:59:18 || Estimated Time: 12:01:50
2023-08-06 23:09:50,519 semantic_segmentation INFO: Iters: 124600/150000 || Lr: 0.004045 || Task Loss: 0.2029 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:59:35 || Estimated Time: 12:01:33
2023-08-06 23:10:07,382 semantic_segmentation INFO: Iters: 124610/150000 || Lr: 0.004044 || Task Loss: 0.1588 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:59:51 || Estimated Time: 12:01:15
2023-08-06 23:10:24,248 semantic_segmentation INFO: Iters: 124620/150000 || Lr: 0.004042 || Task Loss: 0.2796 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:00:08 || Estimated Time: 12:00:58
2023-08-06 23:10:41,057 semantic_segmentation INFO: Iters: 124630/150000 || Lr: 0.004041 || Task Loss: 0.1814 || KD Loss: 0.0255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:00:25 || Estimated Time: 12:00:41
2023-08-06 23:10:57,860 semantic_segmentation INFO: Iters: 124640/150000 || Lr: 0.004039 || Task Loss: 0.2022 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:00:42 || Estimated Time: 12:00:24
2023-08-06 23:11:14,733 semantic_segmentation INFO: Iters: 124650/150000 || Lr: 0.004038 || Task Loss: 0.1316 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:00:59 || Estimated Time: 12:00:07
2023-08-06 23:11:31,556 semantic_segmentation INFO: Iters: 124660/150000 || Lr: 0.004036 || Task Loss: 0.2785 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:01:16 || Estimated Time: 11:59:50
2023-08-06 23:11:48,403 semantic_segmentation INFO: Iters: 124670/150000 || Lr: 0.004035 || Task Loss: 0.1800 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:01:32 || Estimated Time: 11:59:33
2023-08-06 23:12:05,422 semantic_segmentation INFO: Iters: 124680/150000 || Lr: 0.004033 || Task Loss: 0.1903 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:01:49 || Estimated Time: 11:59:16
2023-08-06 23:12:22,422 semantic_segmentation INFO: Iters: 124690/150000 || Lr: 0.004032 || Task Loss: 0.1403 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:02:06 || Estimated Time: 11:58:59
2023-08-06 23:12:39,311 semantic_segmentation INFO: Iters: 124700/150000 || Lr: 0.004031 || Task Loss: 0.2830 || KD Loss: 0.0546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:02:23 || Estimated Time: 11:58:42
2023-08-06 23:12:56,056 semantic_segmentation INFO: Iters: 124710/150000 || Lr: 0.004029 || Task Loss: 0.3332 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:02:40 || Estimated Time: 11:58:25
2023-08-06 23:13:12,840 semantic_segmentation INFO: Iters: 124720/150000 || Lr: 0.004028 || Task Loss: 0.1979 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:02:57 || Estimated Time: 11:58:08
2023-08-06 23:13:29,642 semantic_segmentation INFO: Iters: 124730/150000 || Lr: 0.004026 || Task Loss: 0.1705 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:03:14 || Estimated Time: 11:57:50
2023-08-06 23:13:46,374 semantic_segmentation INFO: Iters: 124740/150000 || Lr: 0.004025 || Task Loss: 0.1767 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:03:30 || Estimated Time: 11:57:33
2023-08-06 23:14:03,162 semantic_segmentation INFO: Iters: 124750/150000 || Lr: 0.004023 || Task Loss: 0.2148 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:03:47 || Estimated Time: 11:57:16
2023-08-06 23:14:19,955 semantic_segmentation INFO: Iters: 124760/150000 || Lr: 0.004022 || Task Loss: 0.1401 || KD Loss: 0.0242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:04:04 || Estimated Time: 11:56:59
2023-08-06 23:14:36,671 semantic_segmentation INFO: Iters: 124770/150000 || Lr: 0.004021 || Task Loss: 0.2235 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:04:21 || Estimated Time: 11:56:42
2023-08-06 23:14:53,416 semantic_segmentation INFO: Iters: 124780/150000 || Lr: 0.004019 || Task Loss: 0.1386 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:04:37 || Estimated Time: 11:56:25
2023-08-06 23:15:10,143 semantic_segmentation INFO: Iters: 124790/150000 || Lr: 0.004018 || Task Loss: 0.3360 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:04:54 || Estimated Time: 11:56:08
2023-08-06 23:15:26,905 semantic_segmentation INFO: Iters: 124800/150000 || Lr: 0.004016 || Task Loss: 0.2277 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:05:11 || Estimated Time: 11:55:51
2023-08-06 23:15:26,984 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 23:15:27,850 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-06 23:15:27,971 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.515
2023-08-06 23:15:28,094 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.526
2023-08-06 23:15:28,216 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.553
2023-08-06 23:15:28,335 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.545
2023-08-06 23:15:28,459 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.547
2023-08-06 23:15:28,587 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.584
2023-08-06 23:15:28,706 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.616
2023-08-06 23:15:28,823 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.665
2023-08-06 23:15:28,942 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.718
2023-08-06 23:15:29,060 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.723
2023-08-06 23:15:29,177 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.742
2023-08-06 23:15:29,298 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.747
2023-08-06 23:15:29,424 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.744
2023-08-06 23:15:29,548 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.723
2023-08-06 23:15:29,671 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.714
2023-08-06 23:15:29,791 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.716
2023-08-06 23:15:29,911 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.722
2023-08-06 23:15:30,032 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.728
2023-08-06 23:15:30,154 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.735
2023-08-06 23:15:30,275 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.737
2023-08-06 23:15:30,394 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.745
2023-08-06 23:15:30,518 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-06 23:15:30,648 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:15:30,768 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-06 23:15:30,888 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-06 23:15:31,006 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-06 23:15:31,130 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 23:15:31,261 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 23:15:31,385 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 23:15:31,508 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 23:15:31,633 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-06 23:15:31,755 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 23:15:31,876 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 23:15:31,996 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 23:15:32,120 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 23:15:32,242 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-06 23:15:32,369 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-06 23:15:32,497 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-06 23:15:32,621 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-06 23:15:32,747 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 23:15:32,866 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 23:15:32,989 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-06 23:15:33,114 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-06 23:15:33,238 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 23:15:33,360 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-06 23:15:33,482 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-06 23:15:33,604 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.735
2023-08-06 23:15:33,730 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.738
2023-08-06 23:15:33,854 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-06 23:15:33,976 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-06 23:15:34,096 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 23:15:34,218 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-06 23:15:34,343 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-06 23:15:34,465 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-06 23:15:34,587 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 23:15:34,704 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 23:15:34,831 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-06 23:15:34,960 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-06 23:15:35,089 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-06 23:15:35,215 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-06 23:15:35,340 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-06 23:15:35,459 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-06 23:15:35,579 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-06 23:15:35,699 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-06 23:15:35,817 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-06 23:15:35,934 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 23:15:36,057 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-06 23:15:36,185 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 23:15:36,307 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-06 23:15:36,429 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-06 23:15:36,548 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-06 23:15:36,670 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-06 23:15:36,792 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-06 23:15:36,914 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-06 23:15:37,035 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-06 23:15:37,153 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-06 23:15:37,281 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-06 23:15:37,412 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-06 23:15:37,531 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-06 23:15:37,651 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-06 23:15:37,770 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-06 23:15:37,894 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-06 23:15:38,018 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-06 23:15:38,141 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 23:15:38,264 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 23:15:38,386 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 23:15:38,505 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 23:15:38,625 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 23:15:38,746 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 23:15:38,867 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 23:15:38,986 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 23:15:39,106 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 23:15:39,227 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 23:15:39,349 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 23:15:39,470 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 23:15:39,593 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 23:15:39,715 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-06 23:15:39,838 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-06 23:15:39,957 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-06 23:15:40,076 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 23:15:40,196 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-06 23:15:40,315 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 23:15:40,433 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-06 23:15:40,556 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 23:15:40,682 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 23:15:40,806 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 23:15:40,930 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 23:15:41,054 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 23:15:41,173 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 23:15:41,292 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 23:15:41,411 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 23:15:41,530 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 23:15:41,646 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 23:15:41,766 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 23:15:41,887 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-06 23:15:42,010 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 23:15:42,133 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-06 23:15:42,256 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 23:15:42,381 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-06 23:15:42,507 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 23:15:42,626 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 23:15:42,745 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-06 23:15:42,864 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 23:15:42,982 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-06 23:15:43,099 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-06 23:15:43,223 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 23:15:43,352 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-06 23:15:43,474 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-06 23:15:43,597 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-06 23:15:43,717 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 23:15:43,838 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 23:15:43,959 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 23:15:44,079 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-06 23:15:44,198 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 23:15:44,318 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 23:15:44,445 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-06 23:15:44,578 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 23:15:44,697 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 23:15:44,819 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 23:15:44,939 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-06 23:15:45,060 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-06 23:15:45,182 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 23:15:45,306 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 23:15:45,431 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 23:15:45,554 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 23:15:45,675 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 23:15:45,795 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 23:15:45,916 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 23:15:46,037 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-06 23:15:46,155 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-06 23:15:46,279 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-06 23:15:46,407 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 23:15:46,529 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 23:15:46,651 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 23:15:46,772 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-06 23:15:46,898 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-06 23:15:47,030 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 23:15:47,149 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 23:15:47,269 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-06 23:15:47,388 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-06 23:15:47,511 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 23:15:47,635 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-06 23:15:47,759 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.950, mIoU: 0.750
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2023-08-06 23:16:11,905 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 23:16:12,033 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 23:16:12,158 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 23:16:12,286 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 23:16:12,419 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 23:16:12,540 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 23:16:12,663 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 23:16:12,784 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-06 23:16:12,911 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-06 23:16:13,038 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 23:16:13,166 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 23:16:13,291 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 23:16:13,415 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 23:16:13,538 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 23:16:13,659 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 23:16:13,779 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 23:16:13,898 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 23:16:14,017 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-06 23:16:14,146 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 23:16:14,280 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 23:16:14,406 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 23:16:14,535 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 23:16:14,663 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 23:16:14,786 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 23:16:14,907 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-06 23:16:15,029 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 23:16:15,150 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 23:16:15,268 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 23:16:15,393 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 23:16:15,521 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-06 23:16:15,644 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 23:16:15,768 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 23:16:15,893 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-06 23:16:16,014 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:16,135 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:16,257 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:16,383 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:16,515 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:16,635 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:16,757 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:16,877 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:16,999 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:17,122 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:17,245 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:17,369 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:17,493 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:17,614 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:17,738 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:17,862 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-06 23:16:17,986 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 23:16:18,106 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 23:16:18,233 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 23:16:18,365 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 23:16:18,485 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 23:16:18,606 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-06 23:16:18,726 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:18,849 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:18,973 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:19,098 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:19,223 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:19,345 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:19,465 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:19,588 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:19,709 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:19,830 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:19,947 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:20,072 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:20,203 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:20,323 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:20,443 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:20,562 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:20,689 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:20,823 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:20,943 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-06 23:16:21,063 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:21,181 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:21,304 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:21,430 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:21,554 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:21,677 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:21,799 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:21,921 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-06 23:16:22,045 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:22,167 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:22,289 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:22,407 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:22,534 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:22,667 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:22,787 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:22,907 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:23,026 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:23,149 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:23,274 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:23,398 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:23,523 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-06 23:16:23,645 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:23,766 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:23,888 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:24,009 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:24,126 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:24,244 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:24,367 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:24,490 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:24,612 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:24,735 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:24,856 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.752
2023-08-06 23:16:24,982 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.752
2023-08-06 23:16:25,112 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:25,234 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:25,355 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:25,476 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:25,596 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:25,716 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:25,840 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:25,962 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-06 23:16:26,088 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.752
2023-08-06 23:16:26,212 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:26,336 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:26,459 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:26,581 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:26,704 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:26,828 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.751
2023-08-06 23:16:26,954 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.751
2023-08-06 23:16:27,076 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:27,198 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:27,318 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:27,446 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:27,580 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:27,699 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:27,818 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-06 23:16:27,935 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:28,055 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:28,176 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:28,298 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:28,422 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:28,547 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:28,669 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:28,791 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:28,913 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:29,037 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-06 23:16:45,862 semantic_segmentation INFO: Iters: 124810/150000 || Lr: 0.004015 || Task Loss: 0.3731 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:06:30 || Estimated Time: 11:55:46
2023-08-06 23:17:02,547 semantic_segmentation INFO: Iters: 124820/150000 || Lr: 0.004013 || Task Loss: 0.2283 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:06:47 || Estimated Time: 11:55:29
2023-08-06 23:17:19,356 semantic_segmentation INFO: Iters: 124830/150000 || Lr: 0.004012 || Task Loss: 0.1018 || KD Loss: 0.0228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:07:03 || Estimated Time: 11:55:12
2023-08-06 23:17:36,075 semantic_segmentation INFO: Iters: 124840/150000 || Lr: 0.004011 || Task Loss: 0.1666 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:07:20 || Estimated Time: 11:54:55
2023-08-06 23:17:52,852 semantic_segmentation INFO: Iters: 124850/150000 || Lr: 0.004009 || Task Loss: 0.1935 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:07:37 || Estimated Time: 11:54:38
2023-08-06 23:18:09,585 semantic_segmentation INFO: Iters: 124860/150000 || Lr: 0.004008 || Task Loss: 0.1161 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:07:54 || Estimated Time: 11:54:21
2023-08-06 23:18:26,336 semantic_segmentation INFO: Iters: 124870/150000 || Lr: 0.004006 || Task Loss: 0.1227 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:08:10 || Estimated Time: 11:54:04
2023-08-06 23:18:43,124 semantic_segmentation INFO: Iters: 124880/150000 || Lr: 0.004005 || Task Loss: 0.2033 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:08:27 || Estimated Time: 11:53:46
2023-08-06 23:18:59,906 semantic_segmentation INFO: Iters: 124890/150000 || Lr: 0.004003 || Task Loss: 0.1723 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:08:44 || Estimated Time: 11:53:29
2023-08-06 23:19:16,697 semantic_segmentation INFO: Iters: 124900/150000 || Lr: 0.004002 || Task Loss: 0.1913 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:09:01 || Estimated Time: 11:53:12
2023-08-06 23:19:33,430 semantic_segmentation INFO: Iters: 124910/150000 || Lr: 0.004000 || Task Loss: 0.2004 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:09:17 || Estimated Time: 11:52:55
2023-08-06 23:19:50,223 semantic_segmentation INFO: Iters: 124920/150000 || Lr: 0.003999 || Task Loss: 0.1616 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:09:34 || Estimated Time: 11:52:38
2023-08-06 23:20:06,931 semantic_segmentation INFO: Iters: 124930/150000 || Lr: 0.003998 || Task Loss: 0.1591 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:09:51 || Estimated Time: 11:52:21
2023-08-06 23:20:23,668 semantic_segmentation INFO: Iters: 124940/150000 || Lr: 0.003996 || Task Loss: 0.2336 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:10:08 || Estimated Time: 11:52:04
2023-08-06 23:20:40,412 semantic_segmentation INFO: Iters: 124950/150000 || Lr: 0.003995 || Task Loss: 0.1424 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:10:24 || Estimated Time: 11:51:47
2023-08-06 23:20:57,135 semantic_segmentation INFO: Iters: 124960/150000 || Lr: 0.003993 || Task Loss: 0.1395 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:10:41 || Estimated Time: 11:51:30
2023-08-06 23:21:13,864 semantic_segmentation INFO: Iters: 124970/150000 || Lr: 0.003992 || Task Loss: 0.1987 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:10:58 || Estimated Time: 11:51:12
2023-08-06 23:21:30,647 semantic_segmentation INFO: Iters: 124980/150000 || Lr: 0.003990 || Task Loss: 0.1670 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:50:55
2023-08-06 23:21:47,442 semantic_segmentation INFO: Iters: 124990/150000 || Lr: 0.003989 || Task Loss: 0.2480 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:50:38
2023-08-06 23:22:04,240 semantic_segmentation INFO: Iters: 125000/150000 || Lr: 0.003988 || Task Loss: 0.2211 || KD Loss: 0.1008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:50:21
2023-08-06 23:22:21,037 semantic_segmentation INFO: Iters: 125010/150000 || Lr: 0.003986 || Task Loss: 0.1630 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:12:05 || Estimated Time: 11:50:04
2023-08-06 23:22:37,880 semantic_segmentation INFO: Iters: 125020/150000 || Lr: 0.003985 || Task Loss: 0.1693 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:12:22 || Estimated Time: 11:49:47
2023-08-06 23:22:54,802 semantic_segmentation INFO: Iters: 125030/150000 || Lr: 0.003983 || Task Loss: 0.1824 || KD Loss: 0.0804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:12:39 || Estimated Time: 11:49:30
2023-08-06 23:23:11,616 semantic_segmentation INFO: Iters: 125040/150000 || Lr: 0.003982 || Task Loss: 0.2513 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:12:56 || Estimated Time: 11:49:13
2023-08-06 23:23:28,484 semantic_segmentation INFO: Iters: 125050/150000 || Lr: 0.003980 || Task Loss: 0.1741 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:13:13 || Estimated Time: 11:48:56
2023-08-06 23:23:45,343 semantic_segmentation INFO: Iters: 125060/150000 || Lr: 0.003979 || Task Loss: 0.1333 || KD Loss: 0.0251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:13:29 || Estimated Time: 11:48:39
2023-08-06 23:24:02,185 semantic_segmentation INFO: Iters: 125070/150000 || Lr: 0.003978 || Task Loss: 0.1448 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:13:46 || Estimated Time: 11:48:22
2023-08-06 23:24:19,052 semantic_segmentation INFO: Iters: 125080/150000 || Lr: 0.003976 || Task Loss: 0.1677 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:14:03 || Estimated Time: 11:48:04
2023-08-06 23:24:35,838 semantic_segmentation INFO: Iters: 125090/150000 || Lr: 0.003975 || Task Loss: 0.2712 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:47:47
2023-08-06 23:24:52,703 semantic_segmentation INFO: Iters: 125100/150000 || Lr: 0.003973 || Task Loss: 0.2493 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:47:30
2023-08-06 23:25:09,564 semantic_segmentation INFO: Iters: 125110/150000 || Lr: 0.003972 || Task Loss: 0.1451 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:14:54 || Estimated Time: 11:47:13
2023-08-06 23:25:26,361 semantic_segmentation INFO: Iters: 125120/150000 || Lr: 0.003970 || Task Loss: 0.2268 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:46:56
2023-08-06 23:25:43,149 semantic_segmentation INFO: Iters: 125130/150000 || Lr: 0.003969 || Task Loss: 0.1306 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:15:27 || Estimated Time: 11:46:39
2023-08-06 23:25:59,949 semantic_segmentation INFO: Iters: 125140/150000 || Lr: 0.003967 || Task Loss: 0.1744 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:15:44 || Estimated Time: 11:46:22
2023-08-06 23:26:16,729 semantic_segmentation INFO: Iters: 125150/150000 || Lr: 0.003966 || Task Loss: 0.1855 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:16:01 || Estimated Time: 11:46:05
2023-08-06 23:26:33,535 semantic_segmentation INFO: Iters: 125160/150000 || Lr: 0.003965 || Task Loss: 0.1522 || KD Loss: 0.0307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:16:18 || Estimated Time: 11:45:48
2023-08-06 23:26:50,296 semantic_segmentation INFO: Iters: 125170/150000 || Lr: 0.003963 || Task Loss: 0.2415 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:16:34 || Estimated Time: 11:45:31
2023-08-06 23:27:07,067 semantic_segmentation INFO: Iters: 125180/150000 || Lr: 0.003962 || Task Loss: 0.1957 || KD Loss: 0.0267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:16:51 || Estimated Time: 11:45:13
2023-08-06 23:27:23,763 semantic_segmentation INFO: Iters: 125190/150000 || Lr: 0.003960 || Task Loss: 0.1326 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:17:08 || Estimated Time: 11:44:56
2023-08-06 23:27:40,504 semantic_segmentation INFO: Iters: 125200/150000 || Lr: 0.003959 || Task Loss: 0.2525 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:17:25 || Estimated Time: 11:44:39
2023-08-06 23:27:57,317 semantic_segmentation INFO: Iters: 125210/150000 || Lr: 0.003957 || Task Loss: 0.2101 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:17:41 || Estimated Time: 11:44:22
2023-08-06 23:28:14,094 semantic_segmentation INFO: Iters: 125220/150000 || Lr: 0.003956 || Task Loss: 0.1459 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:17:58 || Estimated Time: 11:44:05
2023-08-06 23:28:30,884 semantic_segmentation INFO: Iters: 125230/150000 || Lr: 0.003955 || Task Loss: 0.2201 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:18:15 || Estimated Time: 11:43:48
2023-08-06 23:28:47,658 semantic_segmentation INFO: Iters: 125240/150000 || Lr: 0.003953 || Task Loss: 0.2267 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:18:32 || Estimated Time: 11:43:31
2023-08-06 23:29:04,402 semantic_segmentation INFO: Iters: 125250/150000 || Lr: 0.003952 || Task Loss: 0.2295 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:18:48 || Estimated Time: 11:43:14
2023-08-06 23:29:21,229 semantic_segmentation INFO: Iters: 125260/150000 || Lr: 0.003950 || Task Loss: 0.3046 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:19:05 || Estimated Time: 11:42:57
2023-08-06 23:29:37,969 semantic_segmentation INFO: Iters: 125270/150000 || Lr: 0.003949 || Task Loss: 0.1846 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:19:22 || Estimated Time: 11:42:40
2023-08-06 23:29:54,812 semantic_segmentation INFO: Iters: 125280/150000 || Lr: 0.003947 || Task Loss: 0.1261 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:19:39 || Estimated Time: 11:42:22
2023-08-06 23:30:11,749 semantic_segmentation INFO: Iters: 125290/150000 || Lr: 0.003946 || Task Loss: 0.2036 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:19:56 || Estimated Time: 11:42:05
2023-08-06 23:30:28,451 semantic_segmentation INFO: Iters: 125300/150000 || Lr: 0.003944 || Task Loss: 0.2675 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:20:12 || Estimated Time: 11:41:48
2023-08-06 23:30:45,230 semantic_segmentation INFO: Iters: 125310/150000 || Lr: 0.003943 || Task Loss: 0.1579 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:20:29 || Estimated Time: 11:41:31
2023-08-06 23:31:01,987 semantic_segmentation INFO: Iters: 125320/150000 || Lr: 0.003942 || Task Loss: 0.2139 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:20:46 || Estimated Time: 11:41:14
2023-08-06 23:31:18,702 semantic_segmentation INFO: Iters: 125330/150000 || Lr: 0.003940 || Task Loss: 0.2245 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:21:03 || Estimated Time: 11:40:57
2023-08-06 23:31:35,485 semantic_segmentation INFO: Iters: 125340/150000 || Lr: 0.003939 || Task Loss: 0.1633 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:21:20 || Estimated Time: 11:40:40
2023-08-06 23:31:52,258 semantic_segmentation INFO: Iters: 125350/150000 || Lr: 0.003937 || Task Loss: 0.1564 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:21:36 || Estimated Time: 11:40:23
2023-08-06 23:32:08,954 semantic_segmentation INFO: Iters: 125360/150000 || Lr: 0.003936 || Task Loss: 0.2169 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:21:53 || Estimated Time: 11:40:06
2023-08-06 23:32:25,715 semantic_segmentation INFO: Iters: 125370/150000 || Lr: 0.003934 || Task Loss: 0.2754 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:22:10 || Estimated Time: 11:39:49
2023-08-06 23:32:42,434 semantic_segmentation INFO: Iters: 125380/150000 || Lr: 0.003933 || Task Loss: 0.1911 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:22:26 || Estimated Time: 11:39:31
2023-08-06 23:32:59,204 semantic_segmentation INFO: Iters: 125390/150000 || Lr: 0.003932 || Task Loss: 0.1839 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:22:43 || Estimated Time: 11:39:14
2023-08-06 23:33:15,952 semantic_segmentation INFO: Iters: 125400/150000 || Lr: 0.003930 || Task Loss: 0.2261 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:23:00 || Estimated Time: 11:38:57
2023-08-06 23:33:32,700 semantic_segmentation INFO: Iters: 125410/150000 || Lr: 0.003929 || Task Loss: 0.1842 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:23:17 || Estimated Time: 11:38:40
2023-08-06 23:33:49,501 semantic_segmentation INFO: Iters: 125420/150000 || Lr: 0.003927 || Task Loss: 0.2310 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:23:34 || Estimated Time: 11:38:23
2023-08-06 23:34:06,283 semantic_segmentation INFO: Iters: 125430/150000 || Lr: 0.003926 || Task Loss: 0.1902 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:23:50 || Estimated Time: 11:38:06
2023-08-06 23:34:23,196 semantic_segmentation INFO: Iters: 125440/150000 || Lr: 0.003924 || Task Loss: 0.1510 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:24:07 || Estimated Time: 11:37:49
2023-08-06 23:34:39,993 semantic_segmentation INFO: Iters: 125450/150000 || Lr: 0.003923 || Task Loss: 0.1654 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:24:24 || Estimated Time: 11:37:32
2023-08-06 23:34:56,813 semantic_segmentation INFO: Iters: 125460/150000 || Lr: 0.003921 || Task Loss: 0.2183 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:24:41 || Estimated Time: 11:37:15
2023-08-06 23:35:13,608 semantic_segmentation INFO: Iters: 125470/150000 || Lr: 0.003920 || Task Loss: 0.3268 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:24:58 || Estimated Time: 11:36:58
2023-08-06 23:35:30,395 semantic_segmentation INFO: Iters: 125480/150000 || Lr: 0.003919 || Task Loss: 0.2035 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:25:14 || Estimated Time: 11:36:40
2023-08-06 23:35:47,227 semantic_segmentation INFO: Iters: 125490/150000 || Lr: 0.003917 || Task Loss: 0.1774 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:25:31 || Estimated Time: 11:36:23
2023-08-06 23:36:04,048 semantic_segmentation INFO: Iters: 125500/150000 || Lr: 0.003916 || Task Loss: 0.2592 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:25:48 || Estimated Time: 11:36:06
2023-08-06 23:36:20,852 semantic_segmentation INFO: Iters: 125510/150000 || Lr: 0.003914 || Task Loss: 0.2174 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:26:05 || Estimated Time: 11:35:49
2023-08-06 23:36:37,680 semantic_segmentation INFO: Iters: 125520/150000 || Lr: 0.003913 || Task Loss: 0.1801 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:26:22 || Estimated Time: 11:35:32
2023-08-06 23:36:54,756 semantic_segmentation INFO: Iters: 125530/150000 || Lr: 0.003911 || Task Loss: 0.1991 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:26:39 || Estimated Time: 11:35:15
2023-08-06 23:37:11,832 semantic_segmentation INFO: Iters: 125540/150000 || Lr: 0.003910 || Task Loss: 0.1289 || KD Loss: 0.0267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:26:56 || Estimated Time: 11:34:58
2023-08-06 23:37:28,679 semantic_segmentation INFO: Iters: 125550/150000 || Lr: 0.003909 || Task Loss: 0.2784 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:27:13 || Estimated Time: 11:34:41
2023-08-06 23:37:45,538 semantic_segmentation INFO: Iters: 125560/150000 || Lr: 0.003907 || Task Loss: 0.3001 || KD Loss: 0.0628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:34:24
2023-08-06 23:38:02,433 semantic_segmentation INFO: Iters: 125570/150000 || Lr: 0.003906 || Task Loss: 0.1453 || KD Loss: 0.0274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:27:46 || Estimated Time: 11:34:07
2023-08-06 23:38:19,288 semantic_segmentation INFO: Iters: 125580/150000 || Lr: 0.003904 || Task Loss: 0.1604 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:33:50
2023-08-06 23:38:36,200 semantic_segmentation INFO: Iters: 125590/150000 || Lr: 0.003903 || Task Loss: 0.1911 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:28:20 || Estimated Time: 11:33:33
2023-08-06 23:38:53,069 semantic_segmentation INFO: Iters: 125600/150000 || Lr: 0.003901 || Task Loss: 0.1774 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:28:37 || Estimated Time: 11:33:15
2023-08-06 23:38:53,149 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-06 23:38:53,935 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.419
2023-08-06 23:38:54,124 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.510
2023-08-06 23:38:54,251 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.524
2023-08-06 23:38:54,375 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.553
2023-08-06 23:38:54,495 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.545
2023-08-06 23:38:54,617 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.545
2023-08-06 23:38:54,737 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.585
2023-08-06 23:38:54,857 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.619
2023-08-06 23:38:54,978 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.669
2023-08-06 23:38:55,096 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.722
2023-08-06 23:38:55,223 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.729
2023-08-06 23:38:55,356 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.755
2023-08-06 23:38:55,475 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.754
2023-08-06 23:38:55,595 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.747
2023-08-06 23:38:55,714 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.713
2023-08-06 23:38:55,837 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.704
2023-08-06 23:38:55,961 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.707
2023-08-06 23:38:56,089 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.709
2023-08-06 23:38:56,216 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.715
2023-08-06 23:38:56,342 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.722
2023-08-06 23:38:56,466 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.725
2023-08-06 23:38:56,586 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 23:38:56,708 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-06 23:38:56,829 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-06 23:38:56,949 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-06 23:38:57,074 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-06 23:38:57,203 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-06 23:38:57,327 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 23:38:57,454 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 23:38:57,578 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-06 23:38:57,699 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 23:38:57,821 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.734
2023-08-06 23:38:57,944 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 23:38:58,070 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.734
2023-08-06 23:38:58,193 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-06 23:38:58,323 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-06 23:38:58,452 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-06 23:38:58,579 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-06 23:38:58,705 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.728
2023-08-06 23:38:58,833 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-06 23:38:58,965 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.731
2023-08-06 23:38:59,091 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 23:38:59,213 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-06 23:38:59,337 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.733
2023-08-06 23:38:59,461 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 23:38:59,583 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-06 23:38:59,707 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 23:38:59,832 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-06 23:38:59,953 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-06 23:39:00,078 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 23:39:00,203 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-06 23:39:00,325 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-06 23:39:00,443 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-06 23:39:00,566 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-06 23:39:00,691 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.745
2023-08-06 23:39:00,814 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 23:39:00,935 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-06 23:39:01,054 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-06 23:39:01,175 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-06 23:39:01,295 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-06 23:39:01,416 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 23:39:01,537 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-06 23:39:01,657 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-06 23:39:01,787 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-06 23:39:01,919 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 23:39:02,043 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-06 23:39:02,169 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 23:39:02,291 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-06 23:39:02,413 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 23:39:02,536 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-06 23:39:02,657 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-06 23:39:02,777 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 23:39:02,895 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 23:39:03,020 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-06 23:39:03,145 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 23:39:03,269 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 23:39:03,391 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-06 23:39:03,512 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.761
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2023-08-06 23:39:52,282 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:52,406 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:52,534 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:52,658 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:52,780 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:52,899 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:53,019 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:53,139 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:53,256 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:53,381 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:53,511 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:53,634 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:53,756 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-06 23:39:53,878 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:54,001 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:54,126 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:54,252 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:54,380 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:54,507 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:54,630 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:54,748 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:54,866 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 23:39:54,985 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 23:39:55,102 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-06 23:39:55,226 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:55,356 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:39:55,479 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-06 23:40:12,389 semantic_segmentation INFO: Iters: 125610/150000 || Lr: 0.003900 || Task Loss: 0.2324 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:29:56 || Estimated Time: 11:33:11
2023-08-06 23:40:29,178 semantic_segmentation INFO: Iters: 125620/150000 || Lr: 0.003898 || Task Loss: 0.3314 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:30:13 || Estimated Time: 11:32:53
2023-08-06 23:40:45,975 semantic_segmentation INFO: Iters: 125630/150000 || Lr: 0.003897 || Task Loss: 0.2108 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:32:36
2023-08-06 23:41:02,715 semantic_segmentation INFO: Iters: 125640/150000 || Lr: 0.003896 || Task Loss: 0.1566 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:32:19
2023-08-06 23:41:19,484 semantic_segmentation INFO: Iters: 125650/150000 || Lr: 0.003894 || Task Loss: 0.1395 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:31:04 || Estimated Time: 11:32:02
2023-08-06 23:41:36,294 semantic_segmentation INFO: Iters: 125660/150000 || Lr: 0.003893 || Task Loss: 0.1442 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:31:45
2023-08-06 23:41:53,088 semantic_segmentation INFO: Iters: 125670/150000 || Lr: 0.003891 || Task Loss: 0.1675 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:31:37 || Estimated Time: 11:31:28
2023-08-06 23:42:09,891 semantic_segmentation INFO: Iters: 125680/150000 || Lr: 0.003890 || Task Loss: 0.1808 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:31:54 || Estimated Time: 11:31:11
2023-08-06 23:42:26,676 semantic_segmentation INFO: Iters: 125690/150000 || Lr: 0.003888 || Task Loss: 0.1833 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:32:11 || Estimated Time: 11:30:54
2023-08-06 23:42:43,479 semantic_segmentation INFO: Iters: 125700/150000 || Lr: 0.003887 || Task Loss: 0.1728 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:32:28 || Estimated Time: 11:30:37
2023-08-06 23:43:00,266 semantic_segmentation INFO: Iters: 125710/150000 || Lr: 0.003886 || Task Loss: 0.2149 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:32:44 || Estimated Time: 11:30:19
2023-08-06 23:43:17,100 semantic_segmentation INFO: Iters: 125720/150000 || Lr: 0.003884 || Task Loss: 0.2648 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:33:01 || Estimated Time: 11:30:02
2023-08-06 23:43:33,848 semantic_segmentation INFO: Iters: 125730/150000 || Lr: 0.003883 || Task Loss: 0.1901 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:33:18 || Estimated Time: 11:29:45
2023-08-06 23:43:50,639 semantic_segmentation INFO: Iters: 125740/150000 || Lr: 0.003881 || Task Loss: 0.1758 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:33:35 || Estimated Time: 11:29:28
2023-08-06 23:44:07,389 semantic_segmentation INFO: Iters: 125750/150000 || Lr: 0.003880 || Task Loss: 0.1444 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:33:51 || Estimated Time: 11:29:11
2023-08-06 23:44:24,171 semantic_segmentation INFO: Iters: 125760/150000 || Lr: 0.003878 || Task Loss: 0.1831 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:34:08 || Estimated Time: 11:28:54
2023-08-06 23:44:40,959 semantic_segmentation INFO: Iters: 125770/150000 || Lr: 0.003877 || Task Loss: 0.1312 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:34:25 || Estimated Time: 11:28:37
2023-08-06 23:44:57,693 semantic_segmentation INFO: Iters: 125780/150000 || Lr: 0.003875 || Task Loss: 0.2067 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:34:42 || Estimated Time: 11:28:20
2023-08-06 23:45:14,489 semantic_segmentation INFO: Iters: 125790/150000 || Lr: 0.003874 || Task Loss: 0.2696 || KD Loss: 0.0577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:34:59 || Estimated Time: 11:28:03
2023-08-06 23:45:31,247 semantic_segmentation INFO: Iters: 125800/150000 || Lr: 0.003873 || Task Loss: 0.1311 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:35:15 || Estimated Time: 11:27:46
2023-08-06 23:45:48,001 semantic_segmentation INFO: Iters: 125810/150000 || Lr: 0.003871 || Task Loss: 0.1949 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:35:32 || Estimated Time: 11:27:28
2023-08-06 23:46:04,768 semantic_segmentation INFO: Iters: 125820/150000 || Lr: 0.003870 || Task Loss: 0.1589 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:35:49 || Estimated Time: 11:27:11
2023-08-06 23:46:21,502 semantic_segmentation INFO: Iters: 125830/150000 || Lr: 0.003868 || Task Loss: 0.2670 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:36:06 || Estimated Time: 11:26:54
2023-08-06 23:46:38,209 semantic_segmentation INFO: Iters: 125840/150000 || Lr: 0.003867 || Task Loss: 0.3055 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:36:22 || Estimated Time: 11:26:37
2023-08-06 23:46:54,979 semantic_segmentation INFO: Iters: 125850/150000 || Lr: 0.003865 || Task Loss: 0.2068 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:36:39 || Estimated Time: 11:26:20
2023-08-06 23:47:11,781 semantic_segmentation INFO: Iters: 125860/150000 || Lr: 0.003864 || Task Loss: 0.1031 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:36:56 || Estimated Time: 11:26:03
2023-08-06 23:47:28,546 semantic_segmentation INFO: Iters: 125870/150000 || Lr: 0.003862 || Task Loss: 0.2801 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:37:13 || Estimated Time: 11:25:46
2023-08-06 23:47:45,351 semantic_segmentation INFO: Iters: 125880/150000 || Lr: 0.003861 || Task Loss: 0.1361 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:37:29 || Estimated Time: 11:25:29
2023-08-06 23:48:02,147 semantic_segmentation INFO: Iters: 125890/150000 || Lr: 0.003860 || Task Loss: 0.2713 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:37:46 || Estimated Time: 11:25:12
2023-08-06 23:48:18,888 semantic_segmentation INFO: Iters: 125900/150000 || Lr: 0.003858 || Task Loss: 0.1833 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:38:03 || Estimated Time: 11:24:54
2023-08-06 23:48:35,591 semantic_segmentation INFO: Iters: 125910/150000 || Lr: 0.003857 || Task Loss: 0.1866 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:38:20 || Estimated Time: 11:24:37
2023-08-06 23:48:52,302 semantic_segmentation INFO: Iters: 125920/150000 || Lr: 0.003855 || Task Loss: 0.1558 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:38:36 || Estimated Time: 11:24:20
2023-08-06 23:49:09,035 semantic_segmentation INFO: Iters: 125930/150000 || Lr: 0.003854 || Task Loss: 0.2004 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:38:53 || Estimated Time: 11:24:03
2023-08-06 23:49:25,749 semantic_segmentation INFO: Iters: 125940/150000 || Lr: 0.003852 || Task Loss: 0.3175 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:39:10 || Estimated Time: 11:23:46
2023-08-06 23:49:42,558 semantic_segmentation INFO: Iters: 125950/150000 || Lr: 0.003851 || Task Loss: 0.1696 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:39:27 || Estimated Time: 11:23:29
2023-08-06 23:49:59,397 semantic_segmentation INFO: Iters: 125960/150000 || Lr: 0.003850 || Task Loss: 0.1357 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:39:43 || Estimated Time: 11:23:12
2023-08-06 23:50:16,259 semantic_segmentation INFO: Iters: 125970/150000 || Lr: 0.003848 || Task Loss: 0.2738 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:40:00 || Estimated Time: 11:22:55
2023-08-06 23:50:33,029 semantic_segmentation INFO: Iters: 125980/150000 || Lr: 0.003847 || Task Loss: 0.1633 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:40:17 || Estimated Time: 11:22:38
2023-08-06 23:50:49,871 semantic_segmentation INFO: Iters: 125990/150000 || Lr: 0.003845 || Task Loss: 0.2595 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:40:34 || Estimated Time: 11:22:21
2023-08-06 23:51:06,718 semantic_segmentation INFO: Iters: 126000/150000 || Lr: 0.003844 || Task Loss: 0.2972 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:40:51 || Estimated Time: 11:22:03
2023-08-06 23:51:23,604 semantic_segmentation INFO: Iters: 126010/150000 || Lr: 0.003842 || Task Loss: 0.3535 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:41:08 || Estimated Time: 11:21:46
2023-08-06 23:51:40,465 semantic_segmentation INFO: Iters: 126020/150000 || Lr: 0.003841 || Task Loss: 0.2815 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:41:25 || Estimated Time: 11:21:29
2023-08-06 23:51:57,376 semantic_segmentation INFO: Iters: 126030/150000 || Lr: 0.003839 || Task Loss: 0.2043 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:41:41 || Estimated Time: 11:21:12
2023-08-06 23:52:14,244 semantic_segmentation INFO: Iters: 126040/150000 || Lr: 0.003838 || Task Loss: 0.1431 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:41:58 || Estimated Time: 11:20:55
2023-08-06 23:52:31,115 semantic_segmentation INFO: Iters: 126050/150000 || Lr: 0.003837 || Task Loss: 0.2294 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:42:15 || Estimated Time: 11:20:38
2023-08-06 23:52:47,984 semantic_segmentation INFO: Iters: 126060/150000 || Lr: 0.003835 || Task Loss: 0.1426 || KD Loss: 0.0234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:42:32 || Estimated Time: 11:20:21
2023-08-06 23:53:04,839 semantic_segmentation INFO: Iters: 126070/150000 || Lr: 0.003834 || Task Loss: 0.3065 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:42:49 || Estimated Time: 11:20:04
2023-08-06 23:53:21,685 semantic_segmentation INFO: Iters: 126080/150000 || Lr: 0.003832 || Task Loss: 0.2563 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:43:06 || Estimated Time: 11:19:47
2023-08-06 23:53:38,488 semantic_segmentation INFO: Iters: 126090/150000 || Lr: 0.003831 || Task Loss: 0.2178 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:43:23 || Estimated Time: 11:19:30
2023-08-06 23:53:55,340 semantic_segmentation INFO: Iters: 126100/150000 || Lr: 0.003829 || Task Loss: 0.1310 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:43:39 || Estimated Time: 11:19:13
2023-08-06 23:54:12,189 semantic_segmentation INFO: Iters: 126110/150000 || Lr: 0.003828 || Task Loss: 0.1766 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:43:56 || Estimated Time: 11:18:55
2023-08-06 23:54:29,007 semantic_segmentation INFO: Iters: 126120/150000 || Lr: 0.003826 || Task Loss: 0.2156 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:44:13 || Estimated Time: 11:18:38
2023-08-06 23:54:45,789 semantic_segmentation INFO: Iters: 126130/150000 || Lr: 0.003825 || Task Loss: 0.2433 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:44:30 || Estimated Time: 11:18:21
2023-08-06 23:55:02,582 semantic_segmentation INFO: Iters: 126140/150000 || Lr: 0.003824 || Task Loss: 0.1742 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:44:47 || Estimated Time: 11:18:04
2023-08-06 23:55:19,454 semantic_segmentation INFO: Iters: 126150/150000 || Lr: 0.003822 || Task Loss: 0.2949 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:45:03 || Estimated Time: 11:17:47
2023-08-06 23:55:36,209 semantic_segmentation INFO: Iters: 126160/150000 || Lr: 0.003821 || Task Loss: 0.2353 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:45:20 || Estimated Time: 11:17:30
2023-08-06 23:55:53,031 semantic_segmentation INFO: Iters: 126170/150000 || Lr: 0.003819 || Task Loss: 0.1897 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:45:37 || Estimated Time: 11:17:13
2023-08-06 23:56:09,825 semantic_segmentation INFO: Iters: 126180/150000 || Lr: 0.003818 || Task Loss: 0.2099 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:45:54 || Estimated Time: 11:16:56
2023-08-06 23:56:26,566 semantic_segmentation INFO: Iters: 126190/150000 || Lr: 0.003816 || Task Loss: 0.1703 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:46:11 || Estimated Time: 11:16:39
2023-08-06 23:56:43,342 semantic_segmentation INFO: Iters: 126200/150000 || Lr: 0.003815 || Task Loss: 0.2660 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:46:27 || Estimated Time: 11:16:22
2023-08-06 23:57:00,139 semantic_segmentation INFO: Iters: 126210/150000 || Lr: 0.003813 || Task Loss: 0.2047 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:46:44 || Estimated Time: 11:16:04
2023-08-06 23:57:16,859 semantic_segmentation INFO: Iters: 126220/150000 || Lr: 0.003812 || Task Loss: 0.1076 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:47:01 || Estimated Time: 11:15:47
2023-08-06 23:57:33,733 semantic_segmentation INFO: Iters: 126230/150000 || Lr: 0.003811 || Task Loss: 0.2510 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:47:18 || Estimated Time: 11:15:30
2023-08-06 23:57:50,533 semantic_segmentation INFO: Iters: 126240/150000 || Lr: 0.003809 || Task Loss: 0.2549 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:47:35 || Estimated Time: 11:15:13
2023-08-06 23:58:07,340 semantic_segmentation INFO: Iters: 126250/150000 || Lr: 0.003808 || Task Loss: 0.2388 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:47:51 || Estimated Time: 11:14:56
2023-08-06 23:58:24,088 semantic_segmentation INFO: Iters: 126260/150000 || Lr: 0.003806 || Task Loss: 0.2340 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:48:08 || Estimated Time: 11:14:39
2023-08-06 23:58:40,921 semantic_segmentation INFO: Iters: 126270/150000 || Lr: 0.003805 || Task Loss: 0.1672 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:14:22
2023-08-06 23:58:57,704 semantic_segmentation INFO: Iters: 126280/150000 || Lr: 0.003803 || Task Loss: 0.1850 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:14:05
2023-08-06 23:59:14,507 semantic_segmentation INFO: Iters: 126290/150000 || Lr: 0.003802 || Task Loss: 0.2823 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:48:59 || Estimated Time: 11:13:48
2023-08-06 23:59:31,297 semantic_segmentation INFO: Iters: 126300/150000 || Lr: 0.003800 || Task Loss: 0.1851 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:13:31
2023-08-06 23:59:48,105 semantic_segmentation INFO: Iters: 126310/150000 || Lr: 0.003799 || Task Loss: 0.1269 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:49:32 || Estimated Time: 11:13:13
2023-08-07 00:00:04,876 semantic_segmentation INFO: Iters: 126320/150000 || Lr: 0.003798 || Task Loss: 0.1834 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0546|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:49:49 || Estimated Time: 11:12:56
2023-08-07 00:00:21,625 semantic_segmentation INFO: Iters: 126330/150000 || Lr: 0.003796 || Task Loss: 0.2061 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:50:06 || Estimated Time: 11:12:39
2023-08-07 00:00:38,429 semantic_segmentation INFO: Iters: 126340/150000 || Lr: 0.003795 || Task Loss: 0.1468 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:50:22 || Estimated Time: 11:12:22
2023-08-07 00:00:55,171 semantic_segmentation INFO: Iters: 126350/150000 || Lr: 0.003793 || Task Loss: 0.1315 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:50:39 || Estimated Time: 11:12:05
2023-08-07 00:01:11,924 semantic_segmentation INFO: Iters: 126360/150000 || Lr: 0.003792 || Task Loss: 0.1810 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:50:56 || Estimated Time: 11:11:48
2023-08-07 00:01:28,705 semantic_segmentation INFO: Iters: 126370/150000 || Lr: 0.003790 || Task Loss: 0.2398 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:51:13 || Estimated Time: 11:11:31
2023-08-07 00:01:45,653 semantic_segmentation INFO: Iters: 126380/150000 || Lr: 0.003789 || Task Loss: 0.2296 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:51:30 || Estimated Time: 11:11:14
2023-08-07 00:02:02,514 semantic_segmentation INFO: Iters: 126390/150000 || Lr: 0.003787 || Task Loss: 0.2564 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:51:47 || Estimated Time: 11:10:57
2023-08-07 00:02:19,364 semantic_segmentation INFO: Iters: 126400/150000 || Lr: 0.003786 || Task Loss: 0.1896 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:52:03 || Estimated Time: 11:10:40
2023-08-07 00:02:19,444 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 00:02:20,222 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.417
2023-08-07 00:02:20,350 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.518
2023-08-07 00:02:20,467 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.526
2023-08-07 00:02:20,587 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.552
2023-08-07 00:02:20,705 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.546
2023-08-07 00:02:20,825 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.546
2023-08-07 00:02:20,943 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.577
2023-08-07 00:02:21,061 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.613
2023-08-07 00:02:21,186 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.664
2023-08-07 00:02:21,317 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.709
2023-08-07 00:02:21,437 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.714
2023-08-07 00:02:21,555 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.740
2023-08-07 00:02:21,673 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.747
2023-08-07 00:02:21,802 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.735
2023-08-07 00:02:21,936 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.734
2023-08-07 00:02:22,056 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.725
2023-08-07 00:02:22,176 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.727
2023-08-07 00:02:22,294 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.730
2023-08-07 00:02:22,417 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.736
2023-08-07 00:02:22,543 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.744
2023-08-07 00:02:22,671 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.744
2023-08-07 00:02:22,796 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-07 00:02:22,919 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-07 00:02:23,039 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-07 00:02:23,158 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 00:02:23,281 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 00:02:23,402 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-07 00:02:23,521 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-07 00:02:23,646 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-07 00:02:23,777 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 00:02:23,897 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 00:02:24,018 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 00:02:24,144 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 00:02:24,266 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 00:02:24,389 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 00:02:24,513 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 00:02:24,637 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-07 00:02:24,756 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-07 00:02:24,880 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-07 00:02:25,009 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 00:02:25,133 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 00:02:25,258 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 00:02:25,377 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-07 00:02:25,498 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 00:02:25,620 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 00:02:25,739 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 00:02:25,857 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-07 00:02:25,975 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-07 00:02:26,102 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 00:02:26,236 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 00:02:26,355 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 00:02:26,478 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 00:02:26,600 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 00:02:26,720 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:02:26,844 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 00:02:26,970 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-07 00:02:27,092 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-07 00:02:27,210 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 00:02:27,334 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 00:02:27,462 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 00:02:27,582 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 00:02:27,702 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-07 00:02:27,821 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 00:02:27,946 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 00:02:28,077 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.772
2023-08-07 00:02:28,197 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 00:02:28,318 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 00:02:28,437 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.773
2023-08-07 00:02:28,561 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 00:02:28,688 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 00:02:28,811 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 00:02:28,934 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 00:02:29,054 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 00:02:29,174 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 00:02:29,296 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 00:02:29,419 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 00:02:29,541 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 00:02:29,661 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 00:02:29,783 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 00:02:29,908 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 00:02:30,030 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 00:02:30,152 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 00:02:30,272 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 00:02:30,398 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-07 00:02:30,529 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-07 00:02:30,647 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-07 00:02:30,768 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-07 00:02:30,888 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-07 00:02:31,007 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-07 00:02:31,126 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-07 00:02:31,249 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-07 00:02:31,373 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-07 00:02:31,497 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-07 00:02:31,620 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-07 00:02:31,742 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-07 00:02:31,862 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-07 00:02:31,984 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.755
2023-08-07 00:02:32,106 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-07 00:02:32,228 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-07 00:02:32,352 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-07 00:02:32,470 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-07 00:02:32,588 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-07 00:02:32,707 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-07 00:02:32,825 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-07 00:02:32,943 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-07 00:02:33,071 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 00:02:33,201 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 00:02:33,322 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 00:02:33,443 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-07 00:02:33,562 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-07 00:02:33,683 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-07 00:02:33,808 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-07 00:02:33,935 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 00:02:34,058 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 00:02:34,178 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 00:02:34,304 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 00:02:34,432 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-07 00:02:34,556 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-07 00:02:34,680 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-07 00:02:34,801 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-07 00:02:34,922 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-07 00:02:35,044 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-07 00:02:35,166 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-07 00:02:35,286 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-07 00:02:35,407 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-07 00:02:35,530 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-07 00:02:35,658 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-07 00:02:35,784 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-07 00:02:35,908 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-07 00:02:36,028 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 00:02:36,151 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 00:02:36,272 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 00:02:36,391 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 00:02:36,511 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-07 00:02:36,629 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-07 00:02:36,759 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:36,894 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-07 00:02:37,017 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-07 00:02:37,143 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:37,266 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:37,387 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:37,507 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:37,629 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:37,749 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:37,866 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:37,988 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:38,115 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:38,239 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:38,361 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:38,480 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:38,602 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:38,726 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:38,850 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:38,970 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:39,089 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:39,213 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:39,340 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:39,462 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:39,583 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 00:02:39,702 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:39,826 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 00:02:39,954 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 00:02:40,078 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 00:02:40,200 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 00:02:40,319 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 00:02:40,440 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-07 00:02:40,563 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 00:02:40,688 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 00:02:40,810 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 00:02:40,930 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 00:02:41,055 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 00:02:41,187 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 00:02:41,307 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 00:02:41,429 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 00:02:41,549 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 00:02:41,669 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-07 00:02:41,789 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-07 00:02:41,911 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-07 00:02:42,033 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-07 00:02:42,151 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-07 00:02:42,270 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-07 00:02:42,391 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-07 00:02:42,518 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-07 00:02:42,647 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-07 00:02:42,771 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-07 00:02:42,894 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-07 00:02:43,018 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-07 00:02:43,144 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-07 00:02:43,270 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-07 00:02:43,388 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-07 00:02:43,514 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-07 00:02:43,645 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-07 00:02:43,767 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 00:02:43,890 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-07 00:02:44,011 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-07 00:02:44,135 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-07 00:02:44,258 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 00:02:44,380 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 00:02:44,500 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 00:02:44,622 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 00:02:44,746 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.951, mIoU: 0.758
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2023-08-07 00:03:09,281 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:09,402 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:09,524 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:09,646 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:09,768 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:09,890 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:10,009 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:10,141 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:10,276 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:10,399 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:10,521 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:10,642 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:10,764 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:10,887 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:03:11,010 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 00:03:11,130 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 00:03:11,252 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 00:03:11,379 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:11,506 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:11,635 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:11,763 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:11,893 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:12,020 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:12,144 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:12,266 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:12,389 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:12,515 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:12,643 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:12,769 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:12,892 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:13,013 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:13,133 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:13,254 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:13,374 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:13,495 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:13,623 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:13,759 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:13,882 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:14,006 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:14,129 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:14,249 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:14,368 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:03:14,489 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 00:03:14,610 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:14,728 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:14,856 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:14,985 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:15,109 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:15,234 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:15,356 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:15,477 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:15,597 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:15,717 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:15,835 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:15,952 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:16,079 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 00:03:16,212 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:16,333 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:16,458 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:16,577 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:16,698 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:16,819 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:16,942 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:17,062 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:17,182 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:17,308 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:17,439 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:17,561 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:17,685 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:17,807 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:17,926 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:18,046 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:18,165 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:18,284 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 00:03:18,399 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 00:03:18,526 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 00:03:18,659 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 00:03:18,782 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:18,904 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:19,025 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:19,147 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:19,272 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 00:03:19,397 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:19,522 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:19,642 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:19,763 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:19,886 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:20,009 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:20,130 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:20,248 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:20,376 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 00:03:20,509 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 00:03:20,630 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 00:03:20,758 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 00:03:20,883 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 00:03:21,002 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 00:03:21,120 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 00:03:21,242 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 00:03:21,363 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 00:03:21,480 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 00:03:38,375 semantic_segmentation INFO: Iters: 126410/150000 || Lr: 0.003785 || Task Loss: 0.1637 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:53:22 || Estimated Time: 11:10:34
2023-08-07 00:03:55,128 semantic_segmentation INFO: Iters: 126420/150000 || Lr: 0.003783 || Task Loss: 0.3124 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:53:39 || Estimated Time: 11:10:17
2023-08-07 00:04:11,883 semantic_segmentation INFO: Iters: 126430/150000 || Lr: 0.003782 || Task Loss: 0.1448 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:53:56 || Estimated Time: 11:10:00
2023-08-07 00:04:28,656 semantic_segmentation INFO: Iters: 126440/150000 || Lr: 0.003780 || Task Loss: 0.1950 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:54:13 || Estimated Time: 11:09:43
2023-08-07 00:04:45,408 semantic_segmentation INFO: Iters: 126450/150000 || Lr: 0.003779 || Task Loss: 0.2199 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:54:29 || Estimated Time: 11:09:26
2023-08-07 00:05:02,112 semantic_segmentation INFO: Iters: 126460/150000 || Lr: 0.003777 || Task Loss: 0.1396 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:54:46 || Estimated Time: 11:09:09
2023-08-07 00:05:18,898 semantic_segmentation INFO: Iters: 126470/150000 || Lr: 0.003776 || Task Loss: 0.1894 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:55:03 || Estimated Time: 11:08:51
2023-08-07 00:05:35,640 semantic_segmentation INFO: Iters: 126480/150000 || Lr: 0.003774 || Task Loss: 0.1902 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:55:20 || Estimated Time: 11:08:34
2023-08-07 00:05:52,440 semantic_segmentation INFO: Iters: 126490/150000 || Lr: 0.003773 || Task Loss: 0.3015 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:55:36 || Estimated Time: 11:08:17
2023-08-07 00:06:09,281 semantic_segmentation INFO: Iters: 126500/150000 || Lr: 0.003772 || Task Loss: 0.1599 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:55:53 || Estimated Time: 11:08:00
2023-08-07 00:06:26,072 semantic_segmentation INFO: Iters: 126510/150000 || Lr: 0.003770 || Task Loss: 0.0945 || KD Loss: 0.0149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:56:10 || Estimated Time: 11:07:43
2023-08-07 00:06:42,868 semantic_segmentation INFO: Iters: 126520/150000 || Lr: 0.003769 || Task Loss: 0.2374 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:56:27 || Estimated Time: 11:07:26
2023-08-07 00:06:59,717 semantic_segmentation INFO: Iters: 126530/150000 || Lr: 0.003767 || Task Loss: 0.1621 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:56:44 || Estimated Time: 11:07:09
2023-08-07 00:07:16,557 semantic_segmentation INFO: Iters: 126540/150000 || Lr: 0.003766 || Task Loss: 0.1645 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:57:01 || Estimated Time: 11:06:52
2023-08-07 00:07:33,418 semantic_segmentation INFO: Iters: 126550/150000 || Lr: 0.003764 || Task Loss: 0.1908 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:57:17 || Estimated Time: 11:06:35
2023-08-07 00:07:50,292 semantic_segmentation INFO: Iters: 126560/150000 || Lr: 0.003763 || Task Loss: 0.1684 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:57:34 || Estimated Time: 11:06:18
2023-08-07 00:08:07,104 semantic_segmentation INFO: Iters: 126570/150000 || Lr: 0.003761 || Task Loss: 0.1950 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:57:51 || Estimated Time: 11:06:00
2023-08-07 00:08:23,983 semantic_segmentation INFO: Iters: 126580/150000 || Lr: 0.003760 || Task Loss: 0.2255 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:58:08 || Estimated Time: 11:05:43
2023-08-07 00:08:40,772 semantic_segmentation INFO: Iters: 126590/150000 || Lr: 0.003759 || Task Loss: 0.1582 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:58:25 || Estimated Time: 11:05:26
2023-08-07 00:08:57,674 semantic_segmentation INFO: Iters: 126600/150000 || Lr: 0.003757 || Task Loss: 0.1982 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:58:42 || Estimated Time: 11:05:09
2023-08-07 00:09:14,576 semantic_segmentation INFO: Iters: 126610/150000 || Lr: 0.003756 || Task Loss: 0.2675 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:58:59 || Estimated Time: 11:04:52
2023-08-07 00:09:31,411 semantic_segmentation INFO: Iters: 126620/150000 || Lr: 0.003754 || Task Loss: 0.1750 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:59:15 || Estimated Time: 11:04:35
2023-08-07 00:09:48,222 semantic_segmentation INFO: Iters: 126630/150000 || Lr: 0.003753 || Task Loss: 0.1655 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:59:32 || Estimated Time: 11:04:18
2023-08-07 00:10:05,075 semantic_segmentation INFO: Iters: 126640/150000 || Lr: 0.003751 || Task Loss: 0.1326 || KD Loss: 0.0264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 11:59:49 || Estimated Time: 11:04:01
2023-08-07 00:10:21,843 semantic_segmentation INFO: Iters: 126650/150000 || Lr: 0.003750 || Task Loss: 0.1622 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:00:06 || Estimated Time: 11:03:44
2023-08-07 00:10:38,667 semantic_segmentation INFO: Iters: 126660/150000 || Lr: 0.003748 || Task Loss: 0.1580 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:00:23 || Estimated Time: 11:03:27
2023-08-07 00:10:55,470 semantic_segmentation INFO: Iters: 126670/150000 || Lr: 0.003747 || Task Loss: 0.1601 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:00:40 || Estimated Time: 11:03:10
2023-08-07 00:11:12,264 semantic_segmentation INFO: Iters: 126680/150000 || Lr: 0.003746 || Task Loss: 0.1679 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:00:56 || Estimated Time: 11:02:52
2023-08-07 00:11:29,050 semantic_segmentation INFO: Iters: 126690/150000 || Lr: 0.003744 || Task Loss: 0.1627 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:01:13 || Estimated Time: 11:02:35
2023-08-07 00:11:45,906 semantic_segmentation INFO: Iters: 126700/150000 || Lr: 0.003743 || Task Loss: 0.2164 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:01:30 || Estimated Time: 11:02:18
2023-08-07 00:12:02,765 semantic_segmentation INFO: Iters: 126710/150000 || Lr: 0.003741 || Task Loss: 0.2482 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:01:47 || Estimated Time: 11:02:01
2023-08-07 00:12:19,502 semantic_segmentation INFO: Iters: 126720/150000 || Lr: 0.003740 || Task Loss: 0.2702 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:02:04 || Estimated Time: 11:01:44
2023-08-07 00:12:36,292 semantic_segmentation INFO: Iters: 126730/150000 || Lr: 0.003738 || Task Loss: 0.2033 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:02:20 || Estimated Time: 11:01:27
2023-08-07 00:12:53,106 semantic_segmentation INFO: Iters: 126740/150000 || Lr: 0.003737 || Task Loss: 0.2014 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:02:37 || Estimated Time: 11:01:10
2023-08-07 00:13:09,879 semantic_segmentation INFO: Iters: 126750/150000 || Lr: 0.003735 || Task Loss: 0.2175 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:02:54 || Estimated Time: 11:00:53
2023-08-07 00:13:26,674 semantic_segmentation INFO: Iters: 126760/150000 || Lr: 0.003734 || Task Loss: 0.1727 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:03:11 || Estimated Time: 11:00:36
2023-08-07 00:13:43,413 semantic_segmentation INFO: Iters: 126770/150000 || Lr: 0.003733 || Task Loss: 0.2874 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:03:27 || Estimated Time: 11:00:18
2023-08-07 00:14:00,147 semantic_segmentation INFO: Iters: 126780/150000 || Lr: 0.003731 || Task Loss: 0.2779 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:03:44 || Estimated Time: 11:00:01
2023-08-07 00:14:16,913 semantic_segmentation INFO: Iters: 126790/150000 || Lr: 0.003730 || Task Loss: 0.2316 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:04:01 || Estimated Time: 10:59:44
2023-08-07 00:14:33,673 semantic_segmentation INFO: Iters: 126800/150000 || Lr: 0.003728 || Task Loss: 0.1348 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:04:18 || Estimated Time: 10:59:27
2023-08-07 00:14:50,451 semantic_segmentation INFO: Iters: 126810/150000 || Lr: 0.003727 || Task Loss: 0.1838 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:04:34 || Estimated Time: 10:59:10
2023-08-07 00:15:07,225 semantic_segmentation INFO: Iters: 126820/150000 || Lr: 0.003725 || Task Loss: 0.1588 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:04:51 || Estimated Time: 10:58:53
2023-08-07 00:15:23,944 semantic_segmentation INFO: Iters: 126830/150000 || Lr: 0.003724 || Task Loss: 0.3404 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:05:08 || Estimated Time: 10:58:36
2023-08-07 00:15:40,678 semantic_segmentation INFO: Iters: 126840/150000 || Lr: 0.003722 || Task Loss: 0.2241 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:05:25 || Estimated Time: 10:58:19
2023-08-07 00:15:57,464 semantic_segmentation INFO: Iters: 126850/150000 || Lr: 0.003721 || Task Loss: 0.1256 || KD Loss: 0.0248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:05:42 || Estimated Time: 10:58:02
2023-08-07 00:16:14,204 semantic_segmentation INFO: Iters: 126860/150000 || Lr: 0.003720 || Task Loss: 0.1122 || KD Loss: 0.0187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:05:58 || Estimated Time: 10:57:44
2023-08-07 00:16:30,978 semantic_segmentation INFO: Iters: 126870/150000 || Lr: 0.003718 || Task Loss: 0.1962 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:06:15 || Estimated Time: 10:57:27
2023-08-07 00:16:47,997 semantic_segmentation INFO: Iters: 126880/150000 || Lr: 0.003717 || Task Loss: 0.2651 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:06:32 || Estimated Time: 10:57:10
2023-08-07 00:17:04,800 semantic_segmentation INFO: Iters: 126890/150000 || Lr: 0.003715 || Task Loss: 0.2256 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:06:49 || Estimated Time: 10:56:53
2023-08-07 00:17:21,590 semantic_segmentation INFO: Iters: 126900/150000 || Lr: 0.003714 || Task Loss: 0.1350 || KD Loss: 0.0250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:07:06 || Estimated Time: 10:56:36
2023-08-07 00:17:38,365 semantic_segmentation INFO: Iters: 126910/150000 || Lr: 0.003712 || Task Loss: 0.2184 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:07:22 || Estimated Time: 10:56:19
2023-08-07 00:17:55,172 semantic_segmentation INFO: Iters: 126920/150000 || Lr: 0.003711 || Task Loss: 0.1414 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:07:39 || Estimated Time: 10:56:02
2023-08-07 00:18:11,945 semantic_segmentation INFO: Iters: 126930/150000 || Lr: 0.003709 || Task Loss: 0.1919 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:07:56 || Estimated Time: 10:55:45
2023-08-07 00:18:28,694 semantic_segmentation INFO: Iters: 126940/150000 || Lr: 0.003708 || Task Loss: 0.1776 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:08:13 || Estimated Time: 10:55:28
2023-08-07 00:18:45,506 semantic_segmentation INFO: Iters: 126950/150000 || Lr: 0.003707 || Task Loss: 0.1601 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:08:30 || Estimated Time: 10:55:11
2023-08-07 00:19:02,252 semantic_segmentation INFO: Iters: 126960/150000 || Lr: 0.003705 || Task Loss: 0.1895 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:08:46 || Estimated Time: 10:54:53
2023-08-07 00:19:18,996 semantic_segmentation INFO: Iters: 126970/150000 || Lr: 0.003704 || Task Loss: 0.1675 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:09:03 || Estimated Time: 10:54:36
2023-08-07 00:19:35,720 semantic_segmentation INFO: Iters: 126980/150000 || Lr: 0.003702 || Task Loss: 0.1862 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:09:20 || Estimated Time: 10:54:19
2023-08-07 00:19:52,457 semantic_segmentation INFO: Iters: 126990/150000 || Lr: 0.003701 || Task Loss: 0.1023 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0546|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:09:36 || Estimated Time: 10:54:02
2023-08-07 00:20:09,169 semantic_segmentation INFO: Iters: 127000/150000 || Lr: 0.003699 || Task Loss: 0.1834 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:09:53 || Estimated Time: 10:53:45
2023-08-07 00:20:25,910 semantic_segmentation INFO: Iters: 127010/150000 || Lr: 0.003698 || Task Loss: 0.1775 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:10:10 || Estimated Time: 10:53:28
2023-08-07 00:20:42,677 semantic_segmentation INFO: Iters: 127020/150000 || Lr: 0.003696 || Task Loss: 0.2412 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:10:27 || Estimated Time: 10:53:11
2023-08-07 00:20:59,484 semantic_segmentation INFO: Iters: 127030/150000 || Lr: 0.003695 || Task Loss: 0.1526 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:10:44 || Estimated Time: 10:52:54
2023-08-07 00:21:16,326 semantic_segmentation INFO: Iters: 127040/150000 || Lr: 0.003694 || Task Loss: 0.1669 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:11:00 || Estimated Time: 10:52:37
2023-08-07 00:21:33,123 semantic_segmentation INFO: Iters: 127050/150000 || Lr: 0.003692 || Task Loss: 0.1635 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:11:17 || Estimated Time: 10:52:20
2023-08-07 00:21:49,994 semantic_segmentation INFO: Iters: 127060/150000 || Lr: 0.003691 || Task Loss: 0.2984 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:11:34 || Estimated Time: 10:52:02
2023-08-07 00:22:06,837 semantic_segmentation INFO: Iters: 127070/150000 || Lr: 0.003689 || Task Loss: 0.2253 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:11:51 || Estimated Time: 10:51:45
2023-08-07 00:22:23,643 semantic_segmentation INFO: Iters: 127080/150000 || Lr: 0.003688 || Task Loss: 0.2809 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:12:08 || Estimated Time: 10:51:28
2023-08-07 00:22:40,498 semantic_segmentation INFO: Iters: 127090/150000 || Lr: 0.003686 || Task Loss: 0.1784 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:12:25 || Estimated Time: 10:51:11
2023-08-07 00:22:57,362 semantic_segmentation INFO: Iters: 127100/150000 || Lr: 0.003685 || Task Loss: 0.1594 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:12:41 || Estimated Time: 10:50:54
2023-08-07 00:23:14,226 semantic_segmentation INFO: Iters: 127110/150000 || Lr: 0.003683 || Task Loss: 0.1415 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:12:58 || Estimated Time: 10:50:37
2023-08-07 00:23:31,028 semantic_segmentation INFO: Iters: 127120/150000 || Lr: 0.003682 || Task Loss: 0.3305 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:13:15 || Estimated Time: 10:50:20
2023-08-07 00:23:47,952 semantic_segmentation INFO: Iters: 127130/150000 || Lr: 0.003680 || Task Loss: 0.2474 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:13:32 || Estimated Time: 10:50:03
2023-08-07 00:24:04,780 semantic_segmentation INFO: Iters: 127140/150000 || Lr: 0.003679 || Task Loss: 0.1553 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:13:49 || Estimated Time: 10:49:46
2023-08-07 00:24:21,600 semantic_segmentation INFO: Iters: 127150/150000 || Lr: 0.003678 || Task Loss: 0.2162 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:14:06 || Estimated Time: 10:49:29
2023-08-07 00:24:38,450 semantic_segmentation INFO: Iters: 127160/150000 || Lr: 0.003676 || Task Loss: 0.2022 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:14:22 || Estimated Time: 10:49:12
2023-08-07 00:24:55,289 semantic_segmentation INFO: Iters: 127170/150000 || Lr: 0.003675 || Task Loss: 0.2048 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:14:39 || Estimated Time: 10:48:54
2023-08-07 00:25:12,129 semantic_segmentation INFO: Iters: 127180/150000 || Lr: 0.003673 || Task Loss: 0.2177 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:48:37
2023-08-07 00:25:28,973 semantic_segmentation INFO: Iters: 127190/150000 || Lr: 0.003672 || Task Loss: 0.1917 || KD Loss: 0.0455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:48:20
2023-08-07 00:25:45,784 semantic_segmentation INFO: Iters: 127200/150000 || Lr: 0.003670 || Task Loss: 0.2744 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:48:03
2023-08-07 00:25:45,866 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 00:25:46,765 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.416
2023-08-07 00:25:46,886 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.509
2023-08-07 00:25:47,006 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.522
2023-08-07 00:25:47,129 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.551
2023-08-07 00:25:47,251 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.544
2023-08-07 00:25:47,375 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.546
2023-08-07 00:25:47,496 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.574
2023-08-07 00:25:47,617 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.614
2023-08-07 00:25:47,739 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.664
2023-08-07 00:25:47,862 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.719
2023-08-07 00:25:47,983 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.718
2023-08-07 00:25:48,104 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.746
2023-08-07 00:25:48,223 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.749
2023-08-07 00:25:48,347 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.749
2023-08-07 00:25:48,475 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.744
2023-08-07 00:25:48,603 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.736
2023-08-07 00:25:48,727 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.741
2023-08-07 00:25:48,847 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.748
2023-08-07 00:25:48,967 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.755
2023-08-07 00:25:49,087 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.763
2023-08-07 00:25:49,207 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.762
2023-08-07 00:25:49,327 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 00:25:49,446 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 00:25:49,574 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 00:25:49,706 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.775
2023-08-07 00:25:49,829 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.777
2023-08-07 00:25:49,953 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 00:25:50,076 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-07 00:25:50,196 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 00:25:50,318 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 00:25:50,440 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 00:25:50,561 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 00:25:50,681 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 00:25:50,807 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-07 00:25:50,935 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 00:25:51,059 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-07 00:25:51,183 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-07 00:25:51,302 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-07 00:25:51,420 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 00:25:51,540 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 00:25:51,659 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-07 00:25:51,778 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-07 00:25:51,896 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 00:25:52,021 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 00:25:52,152 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 00:25:52,273 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 00:25:52,394 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 00:25:52,514 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-07 00:25:52,639 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 00:25:52,769 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:25:52,892 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 00:25:53,014 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 00:25:53,134 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 00:25:53,256 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 00:25:53,380 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 00:25:53,504 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.762
2023-08-07 00:25:53,631 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.762
2023-08-07 00:25:53,752 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.768
2023-08-07 00:25:53,875 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.771
2023-08-07 00:25:54,000 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.768
2023-08-07 00:25:54,124 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.772
2023-08-07 00:25:54,247 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.773
2023-08-07 00:25:54,369 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.772
2023-08-07 00:25:54,493 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.773
2023-08-07 00:25:54,618 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.776
2023-08-07 00:25:54,743 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-07 00:25:54,864 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.774
2023-08-07 00:25:54,982 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.775
2023-08-07 00:25:55,106 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 00:25:55,235 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 00:25:55,358 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 00:25:55,483 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 00:25:55,603 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 00:25:55,723 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 00:25:55,842 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 00:25:55,960 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 00:25:56,077 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 00:25:56,194 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 00:25:56,318 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 00:25:56,450 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 00:25:56,570 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.772
2023-08-07 00:25:56,690 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 00:25:56,811 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 00:25:56,932 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 00:25:57,053 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 00:25:57,177 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 00:25:57,302 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 00:25:57,427 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 00:25:57,549 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 00:25:57,672 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-07 00:25:57,797 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 00:25:57,921 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 00:25:58,044 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 00:25:58,165 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 00:25:58,288 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 00:25:58,409 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 00:25:58,530 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 00:25:58,648 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.772
2023-08-07 00:25:58,773 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 00:25:58,904 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 00:25:59,025 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 00:25:59,147 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-07 00:25:59,270 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-07 00:25:59,391 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-07 00:25:59,514 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-07 00:25:59,641 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 00:25:59,768 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 00:25:59,895 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 00:26:00,016 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 00:26:00,138 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 00:26:00,259 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 00:26:00,381 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 00:26:00,506 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 00:26:00,639 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 00:26:00,774 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 00:26:00,897 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 00:26:01,027 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 00:26:01,155 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 00:26:01,277 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 00:26:01,397 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.767
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2023-08-07 00:26:26,073 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 00:26:26,199 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 00:26:26,321 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 00:26:26,441 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 00:26:26,561 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 00:26:26,685 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 00:26:26,804 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 00:26:26,923 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 00:26:27,048 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 00:26:27,187 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-07 00:26:27,312 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-07 00:26:27,441 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-07 00:26:27,567 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-07 00:26:27,697 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-07 00:26:27,820 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-07 00:26:27,943 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-07 00:26:28,073 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 00:26:28,212 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 00:26:28,337 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 00:26:28,465 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 00:26:28,593 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 00:26:28,722 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 00:26:28,847 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 00:26:28,970 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 00:26:29,095 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 00:26:29,230 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 00:26:29,359 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 00:26:29,484 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 00:26:29,608 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 00:26:29,740 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 00:26:29,866 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 00:26:29,990 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 00:26:30,115 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:30,244 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:30,370 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 00:26:30,499 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 00:26:30,619 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:30,747 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:30,874 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:31,003 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:31,124 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:31,245 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:31,368 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:31,492 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:31,616 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:31,738 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:31,858 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:31,982 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:32,106 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 00:26:32,237 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 00:26:32,361 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:32,492 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:32,615 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:32,738 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:32,859 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:32,983 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:33,107 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:33,240 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:33,367 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:33,489 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:33,611 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:33,736 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 00:26:33,857 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 00:26:33,976 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:26:34,096 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:26:34,230 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:26:34,361 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:26:34,485 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:26:34,613 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:26:34,746 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:26:34,869 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:26:34,991 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 00:26:35,117 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 00:26:35,243 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 00:26:35,367 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 00:26:35,492 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 00:26:35,617 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 00:26:35,741 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 00:26:35,867 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 00:26:35,993 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 00:26:36,117 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.954, mIoU: 0.758
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2023-08-07 00:26:36,367 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 00:26:36,493 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 00:26:36,619 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.955, mIoU: 0.758
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2023-08-07 00:26:36,998 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:37,122 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 00:26:37,245 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 00:26:37,367 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 00:26:37,494 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:37,625 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:37,752 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:37,882 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:38,006 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:38,130 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:38,255 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:38,378 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:38,503 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:38,627 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:38,753 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:38,877 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:39,000 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:39,127 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:39,258 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:39,380 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:39,505 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 00:26:39,625 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 00:26:39,750 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:39,876 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:40,004 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:40,128 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:40,247 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:40,370 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:40,495 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:40,618 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:40,744 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:40,865 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:40,987 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:41,112 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:41,240 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:41,370 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:41,500 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:41,622 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:41,749 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:41,871 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:41,994 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:42,123 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:42,254 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 00:26:42,381 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 00:26:42,503 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:42,625 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:42,749 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:42,871 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:42,988 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 00:26:43,108 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 00:26:43,244 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 00:26:43,374 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 00:26:43,497 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 00:26:43,622 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 00:26:43,747 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:43,872 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:43,998 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:44,122 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:44,249 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:44,371 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:44,496 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:44,617 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:44,743 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:44,870 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:45,005 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:45,126 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:45,259 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:45,384 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:45,512 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:45,630 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:45,752 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:45,871 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:45,990 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:46,118 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:46,252 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:46,377 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:46,499 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:46,625 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:26:46,755 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:46,877 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:46,995 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:47,124 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:47,262 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:47,389 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:47,517 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 00:26:47,648 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:26:47,770 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:26:47,895 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:26:48,016 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:26:48,141 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:26:48,268 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:26:48,396 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:26:48,522 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:26:48,644 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:26:48,764 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 00:27:06,046 semantic_segmentation INFO: Iters: 127210/150000 || Lr: 0.003669 || Task Loss: 0.1609 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:16:50 || Estimated Time: 10:47:57
2023-08-07 00:27:22,720 semantic_segmentation INFO: Iters: 127220/150000 || Lr: 0.003667 || Task Loss: 0.2679 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:17:07 || Estimated Time: 10:47:40
2023-08-07 00:27:39,527 semantic_segmentation INFO: Iters: 127230/150000 || Lr: 0.003666 || Task Loss: 0.2717 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:17:24 || Estimated Time: 10:47:23
2023-08-07 00:27:56,326 semantic_segmentation INFO: Iters: 127240/150000 || Lr: 0.003665 || Task Loss: 0.1545 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:17:40 || Estimated Time: 10:47:06
2023-08-07 00:28:13,171 semantic_segmentation INFO: Iters: 127250/150000 || Lr: 0.003663 || Task Loss: 0.2069 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:17:57 || Estimated Time: 10:46:49
2023-08-07 00:28:29,913 semantic_segmentation INFO: Iters: 127260/150000 || Lr: 0.003662 || Task Loss: 0.2702 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:18:14 || Estimated Time: 10:46:32
2023-08-07 00:28:46,709 semantic_segmentation INFO: Iters: 127270/150000 || Lr: 0.003660 || Task Loss: 0.2464 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:18:31 || Estimated Time: 10:46:15
2023-08-07 00:29:03,586 semantic_segmentation INFO: Iters: 127280/150000 || Lr: 0.003659 || Task Loss: 0.1655 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:45:58
2023-08-07 00:29:20,393 semantic_segmentation INFO: Iters: 127290/150000 || Lr: 0.003657 || Task Loss: 0.1592 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:19:04 || Estimated Time: 10:45:41
2023-08-07 00:29:37,216 semantic_segmentation INFO: Iters: 127300/150000 || Lr: 0.003656 || Task Loss: 0.1909 || KD Loss: 0.0661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:45:23
2023-08-07 00:29:53,993 semantic_segmentation INFO: Iters: 127310/150000 || Lr: 0.003654 || Task Loss: 0.1536 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:45:06
2023-08-07 00:30:10,777 semantic_segmentation INFO: Iters: 127320/150000 || Lr: 0.003653 || Task Loss: 0.1474 || KD Loss: 0.0255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:19:55 || Estimated Time: 10:44:49
2023-08-07 00:30:27,657 semantic_segmentation INFO: Iters: 127330/150000 || Lr: 0.003652 || Task Loss: 0.1760 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:20:12 || Estimated Time: 10:44:32
2023-08-07 00:30:44,421 semantic_segmentation INFO: Iters: 127340/150000 || Lr: 0.003650 || Task Loss: 0.2280 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:20:28 || Estimated Time: 10:44:15
2023-08-07 00:31:01,211 semantic_segmentation INFO: Iters: 127350/150000 || Lr: 0.003649 || Task Loss: 0.1680 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:20:45 || Estimated Time: 10:43:58
2023-08-07 00:31:17,932 semantic_segmentation INFO: Iters: 127360/150000 || Lr: 0.003647 || Task Loss: 0.1220 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:21:02 || Estimated Time: 10:43:41
2023-08-07 00:31:34,726 semantic_segmentation INFO: Iters: 127370/150000 || Lr: 0.003646 || Task Loss: 0.2144 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:21:19 || Estimated Time: 10:43:24
2023-08-07 00:31:51,526 semantic_segmentation INFO: Iters: 127380/150000 || Lr: 0.003644 || Task Loss: 0.1652 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:21:36 || Estimated Time: 10:43:07
2023-08-07 00:32:08,325 semantic_segmentation INFO: Iters: 127390/150000 || Lr: 0.003643 || Task Loss: 0.1619 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:21:52 || Estimated Time: 10:42:49
2023-08-07 00:32:25,068 semantic_segmentation INFO: Iters: 127400/150000 || Lr: 0.003641 || Task Loss: 0.1532 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:22:09 || Estimated Time: 10:42:32
2023-08-07 00:32:41,833 semantic_segmentation INFO: Iters: 127410/150000 || Lr: 0.003640 || Task Loss: 0.2697 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:22:26 || Estimated Time: 10:42:15
2023-08-07 00:32:58,660 semantic_segmentation INFO: Iters: 127420/150000 || Lr: 0.003638 || Task Loss: 0.2083 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:22:43 || Estimated Time: 10:41:58
2023-08-07 00:33:15,460 semantic_segmentation INFO: Iters: 127430/150000 || Lr: 0.003637 || Task Loss: 0.1824 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:22:59 || Estimated Time: 10:41:41
2023-08-07 00:33:32,278 semantic_segmentation INFO: Iters: 127440/150000 || Lr: 0.003636 || Task Loss: 0.2234 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:23:16 || Estimated Time: 10:41:24
2023-08-07 00:33:49,074 semantic_segmentation INFO: Iters: 127450/150000 || Lr: 0.003634 || Task Loss: 0.1676 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:23:33 || Estimated Time: 10:41:07
2023-08-07 00:34:05,853 semantic_segmentation INFO: Iters: 127460/150000 || Lr: 0.003633 || Task Loss: 0.2182 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:23:50 || Estimated Time: 10:40:50
2023-08-07 00:34:22,677 semantic_segmentation INFO: Iters: 127470/150000 || Lr: 0.003631 || Task Loss: 0.1790 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:24:07 || Estimated Time: 10:40:33
2023-08-07 00:34:39,470 semantic_segmentation INFO: Iters: 127480/150000 || Lr: 0.003630 || Task Loss: 0.2177 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:40:16
2023-08-07 00:34:56,311 semantic_segmentation INFO: Iters: 127490/150000 || Lr: 0.003628 || Task Loss: 0.2221 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:24:40 || Estimated Time: 10:39:58
2023-08-07 00:35:13,111 semantic_segmentation INFO: Iters: 127500/150000 || Lr: 0.003627 || Task Loss: 0.2563 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:39:41
2023-08-07 00:35:29,925 semantic_segmentation INFO: Iters: 127510/150000 || Lr: 0.003625 || Task Loss: 0.1266 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:39:24
2023-08-07 00:35:46,842 semantic_segmentation INFO: Iters: 127520/150000 || Lr: 0.003624 || Task Loss: 0.1672 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:39:07
2023-08-07 00:36:03,649 semantic_segmentation INFO: Iters: 127530/150000 || Lr: 0.003622 || Task Loss: 0.2535 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:25:48 || Estimated Time: 10:38:50
2023-08-07 00:36:20,578 semantic_segmentation INFO: Iters: 127540/150000 || Lr: 0.003621 || Task Loss: 0.0928 || KD Loss: 0.0204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:26:05 || Estimated Time: 10:38:33
2023-08-07 00:36:37,435 semantic_segmentation INFO: Iters: 127550/150000 || Lr: 0.003620 || Task Loss: 0.1596 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:26:21 || Estimated Time: 10:38:16
2023-08-07 00:36:54,342 semantic_segmentation INFO: Iters: 127560/150000 || Lr: 0.003618 || Task Loss: 0.1031 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:26:38 || Estimated Time: 10:37:59
2023-08-07 00:37:11,489 semantic_segmentation INFO: Iters: 127570/150000 || Lr: 0.003617 || Task Loss: 0.4037 || KD Loss: 0.0590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:26:56 || Estimated Time: 10:37:42
2023-08-07 00:37:28,292 semantic_segmentation INFO: Iters: 127580/150000 || Lr: 0.003615 || Task Loss: 0.2729 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:27:12 || Estimated Time: 10:37:25
2023-08-07 00:37:45,199 semantic_segmentation INFO: Iters: 127590/150000 || Lr: 0.003614 || Task Loss: 0.1987 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:27:29 || Estimated Time: 10:37:08
2023-08-07 00:38:02,019 semantic_segmentation INFO: Iters: 127600/150000 || Lr: 0.003612 || Task Loss: 0.1890 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:27:46 || Estimated Time: 10:36:50
2023-08-07 00:38:18,862 semantic_segmentation INFO: Iters: 127610/150000 || Lr: 0.003611 || Task Loss: 0.2356 || KD Loss: 0.0864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:28:03 || Estimated Time: 10:36:33
2023-08-07 00:38:35,659 semantic_segmentation INFO: Iters: 127620/150000 || Lr: 0.003609 || Task Loss: 0.2428 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:28:20 || Estimated Time: 10:36:16
2023-08-07 00:38:52,512 semantic_segmentation INFO: Iters: 127630/150000 || Lr: 0.003608 || Task Loss: 0.1720 || KD Loss: 0.0256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:28:37 || Estimated Time: 10:35:59
2023-08-07 00:39:09,289 semantic_segmentation INFO: Iters: 127640/150000 || Lr: 0.003607 || Task Loss: 0.3509 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:28:53 || Estimated Time: 10:35:42
2023-08-07 00:39:26,097 semantic_segmentation INFO: Iters: 127650/150000 || Lr: 0.003605 || Task Loss: 0.1582 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:29:10 || Estimated Time: 10:35:25
2023-08-07 00:39:42,867 semantic_segmentation INFO: Iters: 127660/150000 || Lr: 0.003604 || Task Loss: 0.1914 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:29:27 || Estimated Time: 10:35:08
2023-08-07 00:39:59,677 semantic_segmentation INFO: Iters: 127670/150000 || Lr: 0.003602 || Task Loss: 0.2322 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:29:44 || Estimated Time: 10:34:51
2023-08-07 00:40:16,428 semantic_segmentation INFO: Iters: 127680/150000 || Lr: 0.003601 || Task Loss: 0.1814 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:30:00 || Estimated Time: 10:34:34
2023-08-07 00:40:33,311 semantic_segmentation INFO: Iters: 127690/150000 || Lr: 0.003599 || Task Loss: 0.1227 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:30:17 || Estimated Time: 10:34:17
2023-08-07 00:40:50,106 semantic_segmentation INFO: Iters: 127700/150000 || Lr: 0.003598 || Task Loss: 0.1886 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:30:34 || Estimated Time: 10:33:59
2023-08-07 00:41:06,865 semantic_segmentation INFO: Iters: 127710/150000 || Lr: 0.003596 || Task Loss: 0.2051 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:30:51 || Estimated Time: 10:33:42
2023-08-07 00:41:23,699 semantic_segmentation INFO: Iters: 127720/150000 || Lr: 0.003595 || Task Loss: 0.1568 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:31:08 || Estimated Time: 10:33:25
2023-08-07 00:41:40,507 semantic_segmentation INFO: Iters: 127730/150000 || Lr: 0.003593 || Task Loss: 0.2288 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:31:25 || Estimated Time: 10:33:08
2023-08-07 00:41:57,255 semantic_segmentation INFO: Iters: 127740/150000 || Lr: 0.003592 || Task Loss: 0.1766 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:31:41 || Estimated Time: 10:32:51
2023-08-07 00:42:14,055 semantic_segmentation INFO: Iters: 127750/150000 || Lr: 0.003591 || Task Loss: 0.1880 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:31:58 || Estimated Time: 10:32:34
2023-08-07 00:42:30,824 semantic_segmentation INFO: Iters: 127760/150000 || Lr: 0.003589 || Task Loss: 0.2509 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:32:15 || Estimated Time: 10:32:17
2023-08-07 00:42:47,576 semantic_segmentation INFO: Iters: 127770/150000 || Lr: 0.003588 || Task Loss: 0.1759 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:32:32 || Estimated Time: 10:32:00
2023-08-07 00:43:04,368 semantic_segmentation INFO: Iters: 127780/150000 || Lr: 0.003586 || Task Loss: 0.1928 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:32:48 || Estimated Time: 10:31:43
2023-08-07 00:43:21,161 semantic_segmentation INFO: Iters: 127790/150000 || Lr: 0.003585 || Task Loss: 0.2763 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:33:05 || Estimated Time: 10:31:25
2023-08-07 00:43:37,950 semantic_segmentation INFO: Iters: 127800/150000 || Lr: 0.003583 || Task Loss: 0.2276 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:33:22 || Estimated Time: 10:31:08
2023-08-07 00:43:54,731 semantic_segmentation INFO: Iters: 127810/150000 || Lr: 0.003582 || Task Loss: 0.1248 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:33:39 || Estimated Time: 10:30:51
2023-08-07 00:44:11,478 semantic_segmentation INFO: Iters: 127820/150000 || Lr: 0.003580 || Task Loss: 0.2127 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:33:56 || Estimated Time: 10:30:34
2023-08-07 00:44:28,253 semantic_segmentation INFO: Iters: 127830/150000 || Lr: 0.003579 || Task Loss: 0.1767 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:34:12 || Estimated Time: 10:30:17
2023-08-07 00:44:45,056 semantic_segmentation INFO: Iters: 127840/150000 || Lr: 0.003577 || Task Loss: 0.1955 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:34:29 || Estimated Time: 10:30:00
2023-08-07 00:45:01,840 semantic_segmentation INFO: Iters: 127850/150000 || Lr: 0.003576 || Task Loss: 0.2158 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:34:46 || Estimated Time: 10:29:43
2023-08-07 00:45:18,585 semantic_segmentation INFO: Iters: 127860/150000 || Lr: 0.003575 || Task Loss: 0.4682 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:35:03 || Estimated Time: 10:29:26
2023-08-07 00:45:35,325 semantic_segmentation INFO: Iters: 127870/150000 || Lr: 0.003573 || Task Loss: 0.3308 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:35:19 || Estimated Time: 10:29:09
2023-08-07 00:45:52,151 semantic_segmentation INFO: Iters: 127880/150000 || Lr: 0.003572 || Task Loss: 0.1694 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:35:36 || Estimated Time: 10:28:52
2023-08-07 00:46:08,904 semantic_segmentation INFO: Iters: 127890/150000 || Lr: 0.003570 || Task Loss: 0.1518 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:35:53 || Estimated Time: 10:28:34
2023-08-07 00:46:25,603 semantic_segmentation INFO: Iters: 127900/150000 || Lr: 0.003569 || Task Loss: 0.2727 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:36:10 || Estimated Time: 10:28:17
2023-08-07 00:46:42,394 semantic_segmentation INFO: Iters: 127910/150000 || Lr: 0.003567 || Task Loss: 0.3082 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:36:26 || Estimated Time: 10:28:00
2023-08-07 00:46:59,188 semantic_segmentation INFO: Iters: 127920/150000 || Lr: 0.003566 || Task Loss: 0.2505 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:36:43 || Estimated Time: 10:27:43
2023-08-07 00:47:15,999 semantic_segmentation INFO: Iters: 127930/150000 || Lr: 0.003564 || Task Loss: 0.1877 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:37:00 || Estimated Time: 10:27:26
2023-08-07 00:47:32,783 semantic_segmentation INFO: Iters: 127940/150000 || Lr: 0.003563 || Task Loss: 0.2139 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:37:17 || Estimated Time: 10:27:09
2023-08-07 00:47:49,504 semantic_segmentation INFO: Iters: 127950/150000 || Lr: 0.003562 || Task Loss: 0.2540 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:37:34 || Estimated Time: 10:26:52
2023-08-07 00:48:06,283 semantic_segmentation INFO: Iters: 127960/150000 || Lr: 0.003560 || Task Loss: 0.1691 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:37:50 || Estimated Time: 10:26:35
2023-08-07 00:48:23,015 semantic_segmentation INFO: Iters: 127970/150000 || Lr: 0.003559 || Task Loss: 0.1434 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:38:07 || Estimated Time: 10:26:18
2023-08-07 00:48:39,752 semantic_segmentation INFO: Iters: 127980/150000 || Lr: 0.003557 || Task Loss: 0.1392 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:38:24 || Estimated Time: 10:26:00
2023-08-07 00:48:56,537 semantic_segmentation INFO: Iters: 127990/150000 || Lr: 0.003556 || Task Loss: 0.1815 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:38:41 || Estimated Time: 10:25:43
2023-08-07 00:49:13,286 semantic_segmentation INFO: Iters: 128000/150000 || Lr: 0.003554 || Task Loss: 0.1821 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:38:57 || Estimated Time: 10:25:26
2023-08-07 00:49:13,373 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 00:49:14,120 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.414
2023-08-07 00:49:14,277 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.511
2023-08-07 00:49:14,398 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.514
2023-08-07 00:49:14,524 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.544
2023-08-07 00:49:14,648 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.538
2023-08-07 00:49:14,768 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.540
2023-08-07 00:49:14,887 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.572
2023-08-07 00:49:15,007 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.611
2023-08-07 00:49:15,126 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.656
2023-08-07 00:49:15,248 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.708
2023-08-07 00:49:15,365 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.711
2023-08-07 00:49:15,486 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.739
2023-08-07 00:49:15,608 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.739
2023-08-07 00:49:15,727 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.734
2023-08-07 00:49:15,846 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.733
2023-08-07 00:49:15,967 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.725
2023-08-07 00:49:16,087 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.728
2023-08-07 00:49:16,205 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.734
2023-08-07 00:49:16,328 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.743
2023-08-07 00:49:16,450 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.750
2023-08-07 00:49:16,571 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.751
2023-08-07 00:49:16,692 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 00:49:16,809 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.755
2023-08-07 00:49:16,931 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 00:49:17,056 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.772
2023-08-07 00:49:17,179 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.774
2023-08-07 00:49:17,303 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 00:49:17,424 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 00:49:17,543 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 00:49:17,663 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 00:49:17,785 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 00:49:17,908 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 00:49:18,030 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 00:49:18,156 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 00:49:18,286 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 00:49:18,406 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 00:49:18,527 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.761
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2023-08-07 00:49:19,032 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.753
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2023-08-07 00:50:07,345 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:07,474 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:07,596 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:07,720 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:07,843 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:07,968 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:08,093 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:08,215 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:08,337 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:08,462 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:08,586 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 00:50:08,707 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 00:50:08,824 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 00:50:08,953 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 00:50:09,089 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:09,209 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:09,328 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:09,446 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-07 00:50:09,571 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-07 00:50:09,699 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-07 00:50:09,822 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:09,944 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:10,065 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:10,186 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:10,309 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:10,426 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:10,547 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:10,665 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 00:50:10,792 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:10,925 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:11,045 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:11,166 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:11,285 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:11,408 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:11,533 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:11,657 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:11,781 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:11,904 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:12,025 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:12,146 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:12,265 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:12,387 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:12,506 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:12,631 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:12,760 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:12,880 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:13,001 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:13,121 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:13,248 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:13,382 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:13,502 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:13,621 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 00:50:13,740 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 00:50:13,864 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 00:50:13,990 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 00:50:14,114 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 00:50:14,238 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 00:50:14,360 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 00:50:14,481 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 00:50:14,604 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.752
2023-08-07 00:50:14,726 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.752
2023-08-07 00:50:14,846 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.752
2023-08-07 00:50:14,964 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.752
2023-08-07 00:50:15,089 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-07 00:50:15,220 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-07 00:50:15,338 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-07 00:50:32,247 semantic_segmentation INFO: Iters: 128010/150000 || Lr: 0.003553 || Task Loss: 0.2587 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:40:16 || Estimated Time: 10:25:20
2023-08-07 00:50:49,038 semantic_segmentation INFO: Iters: 128020/150000 || Lr: 0.003551 || Task Loss: 0.1843 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:40:33 || Estimated Time: 10:25:03
2023-08-07 00:51:05,989 semantic_segmentation INFO: Iters: 128030/150000 || Lr: 0.003550 || Task Loss: 0.0974 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:40:50 || Estimated Time: 10:24:46
2023-08-07 00:51:23,046 semantic_segmentation INFO: Iters: 128040/150000 || Lr: 0.003548 || Task Loss: 0.1491 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0550|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:41:07 || Estimated Time: 10:24:29
2023-08-07 00:51:40,074 semantic_segmentation INFO: Iters: 128050/150000 || Lr: 0.003547 || Task Loss: 0.1960 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:41:24 || Estimated Time: 10:24:11
2023-08-07 00:51:56,919 semantic_segmentation INFO: Iters: 128060/150000 || Lr: 0.003546 || Task Loss: 0.1351 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:41:41 || Estimated Time: 10:23:54
2023-08-07 00:52:13,770 semantic_segmentation INFO: Iters: 128070/150000 || Lr: 0.003544 || Task Loss: 0.2780 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:41:58 || Estimated Time: 10:23:37
2023-08-07 00:52:30,571 semantic_segmentation INFO: Iters: 128080/150000 || Lr: 0.003543 || Task Loss: 0.2746 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:42:15 || Estimated Time: 10:23:20
2023-08-07 00:52:47,476 semantic_segmentation INFO: Iters: 128090/150000 || Lr: 0.003541 || Task Loss: 0.1640 || KD Loss: 0.0263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:42:32 || Estimated Time: 10:23:03
2023-08-07 00:53:04,348 semantic_segmentation INFO: Iters: 128100/150000 || Lr: 0.003540 || Task Loss: 0.1984 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:42:48 || Estimated Time: 10:22:46
2023-08-07 00:53:21,226 semantic_segmentation INFO: Iters: 128110/150000 || Lr: 0.003538 || Task Loss: 0.2231 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:43:05 || Estimated Time: 10:22:29
2023-08-07 00:53:38,149 semantic_segmentation INFO: Iters: 128120/150000 || Lr: 0.003537 || Task Loss: 0.2501 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:43:22 || Estimated Time: 10:22:12
2023-08-07 00:53:55,017 semantic_segmentation INFO: Iters: 128130/150000 || Lr: 0.003535 || Task Loss: 0.2265 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:43:39 || Estimated Time: 10:21:55
2023-08-07 00:54:11,857 semantic_segmentation INFO: Iters: 128140/150000 || Lr: 0.003534 || Task Loss: 0.1733 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:43:56 || Estimated Time: 10:21:38
2023-08-07 00:54:28,738 semantic_segmentation INFO: Iters: 128150/150000 || Lr: 0.003532 || Task Loss: 0.1836 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:44:13 || Estimated Time: 10:21:21
2023-08-07 00:54:45,533 semantic_segmentation INFO: Iters: 128160/150000 || Lr: 0.003531 || Task Loss: 0.1896 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:44:30 || Estimated Time: 10:21:03
2023-08-07 00:55:02,390 semantic_segmentation INFO: Iters: 128170/150000 || Lr: 0.003530 || Task Loss: 0.2157 || KD Loss: 0.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:44:46 || Estimated Time: 10:20:46
2023-08-07 00:55:19,192 semantic_segmentation INFO: Iters: 128180/150000 || Lr: 0.003528 || Task Loss: 0.1621 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:45:03 || Estimated Time: 10:20:29
2023-08-07 00:55:35,973 semantic_segmentation INFO: Iters: 128190/150000 || Lr: 0.003527 || Task Loss: 0.1068 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:45:20 || Estimated Time: 10:20:12
2023-08-07 00:55:52,789 semantic_segmentation INFO: Iters: 128200/150000 || Lr: 0.003525 || Task Loss: 0.2066 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:45:37 || Estimated Time: 10:19:55
2023-08-07 00:56:09,626 semantic_segmentation INFO: Iters: 128210/150000 || Lr: 0.003524 || Task Loss: 0.1220 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:45:54 || Estimated Time: 10:19:38
2023-08-07 00:56:26,417 semantic_segmentation INFO: Iters: 128220/150000 || Lr: 0.003522 || Task Loss: 0.1494 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:46:10 || Estimated Time: 10:19:21
2023-08-07 00:56:43,215 semantic_segmentation INFO: Iters: 128230/150000 || Lr: 0.003521 || Task Loss: 0.2261 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:46:27 || Estimated Time: 10:19:04
2023-08-07 00:57:00,053 semantic_segmentation INFO: Iters: 128240/150000 || Lr: 0.003519 || Task Loss: 0.1291 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:46:44 || Estimated Time: 10:18:47
2023-08-07 00:57:16,889 semantic_segmentation INFO: Iters: 128250/150000 || Lr: 0.003518 || Task Loss: 0.1665 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:47:01 || Estimated Time: 10:18:29
2023-08-07 00:57:33,667 semantic_segmentation INFO: Iters: 128260/150000 || Lr: 0.003516 || Task Loss: 0.2554 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:47:18 || Estimated Time: 10:18:12
2023-08-07 00:57:50,491 semantic_segmentation INFO: Iters: 128270/150000 || Lr: 0.003515 || Task Loss: 0.3020 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:47:35 || Estimated Time: 10:17:55
2023-08-07 00:58:07,287 semantic_segmentation INFO: Iters: 128280/150000 || Lr: 0.003513 || Task Loss: 0.2809 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:47:51 || Estimated Time: 10:17:38
2023-08-07 00:58:24,072 semantic_segmentation INFO: Iters: 128290/150000 || Lr: 0.003512 || Task Loss: 0.1356 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:48:08 || Estimated Time: 10:17:21
2023-08-07 00:58:40,927 semantic_segmentation INFO: Iters: 128300/150000 || Lr: 0.003511 || Task Loss: 0.2391 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:48:25 || Estimated Time: 10:17:04
2023-08-07 00:58:57,724 semantic_segmentation INFO: Iters: 128310/150000 || Lr: 0.003509 || Task Loss: 0.2023 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:48:42 || Estimated Time: 10:16:47
2023-08-07 00:59:14,514 semantic_segmentation INFO: Iters: 128320/150000 || Lr: 0.003508 || Task Loss: 0.2032 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:48:59 || Estimated Time: 10:16:30
2023-08-07 00:59:31,305 semantic_segmentation INFO: Iters: 128330/150000 || Lr: 0.003506 || Task Loss: 0.2890 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:49:15 || Estimated Time: 10:16:13
2023-08-07 00:59:48,054 semantic_segmentation INFO: Iters: 128340/150000 || Lr: 0.003505 || Task Loss: 0.1797 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:49:32 || Estimated Time: 10:15:56
2023-08-07 01:00:04,844 semantic_segmentation INFO: Iters: 128350/150000 || Lr: 0.003503 || Task Loss: 0.4208 || KD Loss: 0.1502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:49:49 || Estimated Time: 10:15:38
2023-08-07 01:00:21,631 semantic_segmentation INFO: Iters: 128360/150000 || Lr: 0.003502 || Task Loss: 0.1581 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:50:06 || Estimated Time: 10:15:21
2023-08-07 01:00:38,354 semantic_segmentation INFO: Iters: 128370/150000 || Lr: 0.003500 || Task Loss: 0.2669 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:50:22 || Estimated Time: 10:15:04
2023-08-07 01:00:55,149 semantic_segmentation INFO: Iters: 128380/150000 || Lr: 0.003499 || Task Loss: 0.1817 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:50:39 || Estimated Time: 10:14:47
2023-08-07 01:01:11,911 semantic_segmentation INFO: Iters: 128390/150000 || Lr: 0.003497 || Task Loss: 0.2104 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:50:56 || Estimated Time: 10:14:30
2023-08-07 01:01:28,611 semantic_segmentation INFO: Iters: 128400/150000 || Lr: 0.003496 || Task Loss: 0.2108 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:51:13 || Estimated Time: 10:14:13
2023-08-07 01:01:45,395 semantic_segmentation INFO: Iters: 128410/150000 || Lr: 0.003495 || Task Loss: 0.2147 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:51:29 || Estimated Time: 10:13:56
2023-08-07 01:02:02,180 semantic_segmentation INFO: Iters: 128420/150000 || Lr: 0.003493 || Task Loss: 0.1935 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:51:46 || Estimated Time: 10:13:39
2023-08-07 01:02:18,923 semantic_segmentation INFO: Iters: 128430/150000 || Lr: 0.003492 || Task Loss: 0.3844 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:52:03 || Estimated Time: 10:13:22
2023-08-07 01:02:35,710 semantic_segmentation INFO: Iters: 128440/150000 || Lr: 0.003490 || Task Loss: 0.2350 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:52:20 || Estimated Time: 10:13:04
2023-08-07 01:02:52,502 semantic_segmentation INFO: Iters: 128450/150000 || Lr: 0.003489 || Task Loss: 0.1400 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:52:37 || Estimated Time: 10:12:47
2023-08-07 01:03:09,237 semantic_segmentation INFO: Iters: 128460/150000 || Lr: 0.003487 || Task Loss: 0.1795 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:52:53 || Estimated Time: 10:12:30
2023-08-07 01:03:25,988 semantic_segmentation INFO: Iters: 128470/150000 || Lr: 0.003486 || Task Loss: 0.1933 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:53:10 || Estimated Time: 10:12:13
2023-08-07 01:03:42,802 semantic_segmentation INFO: Iters: 128480/150000 || Lr: 0.003484 || Task Loss: 0.2163 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:53:27 || Estimated Time: 10:11:56
2023-08-07 01:03:59,591 semantic_segmentation INFO: Iters: 128490/150000 || Lr: 0.003483 || Task Loss: 0.1428 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:53:44 || Estimated Time: 10:11:39
2023-08-07 01:04:16,329 semantic_segmentation INFO: Iters: 128500/150000 || Lr: 0.003481 || Task Loss: 0.1895 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:54:00 || Estimated Time: 10:11:22
2023-08-07 01:04:33,062 semantic_segmentation INFO: Iters: 128510/150000 || Lr: 0.003480 || Task Loss: 0.2823 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:54:17 || Estimated Time: 10:11:05
2023-08-07 01:04:49,772 semantic_segmentation INFO: Iters: 128520/150000 || Lr: 0.003479 || Task Loss: 0.2002 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:54:34 || Estimated Time: 10:10:47
2023-08-07 01:05:06,533 semantic_segmentation INFO: Iters: 128530/150000 || Lr: 0.003477 || Task Loss: 0.2376 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:54:51 || Estimated Time: 10:10:30
2023-08-07 01:05:23,321 semantic_segmentation INFO: Iters: 128540/150000 || Lr: 0.003476 || Task Loss: 0.2014 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:55:07 || Estimated Time: 10:10:13
2023-08-07 01:05:40,094 semantic_segmentation INFO: Iters: 128550/150000 || Lr: 0.003474 || Task Loss: 0.1265 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:55:24 || Estimated Time: 10:09:56
2023-08-07 01:05:56,843 semantic_segmentation INFO: Iters: 128560/150000 || Lr: 0.003473 || Task Loss: 0.2002 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:55:41 || Estimated Time: 10:09:39
2023-08-07 01:06:13,564 semantic_segmentation INFO: Iters: 128570/150000 || Lr: 0.003471 || Task Loss: 0.1316 || KD Loss: 0.0228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:55:58 || Estimated Time: 10:09:22
2023-08-07 01:06:30,279 semantic_segmentation INFO: Iters: 128580/150000 || Lr: 0.003470 || Task Loss: 0.1344 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:56:14 || Estimated Time: 10:09:05
2023-08-07 01:06:47,004 semantic_segmentation INFO: Iters: 128590/150000 || Lr: 0.003468 || Task Loss: 0.1920 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:56:31 || Estimated Time: 10:08:48
2023-08-07 01:07:03,779 semantic_segmentation INFO: Iters: 128600/150000 || Lr: 0.003467 || Task Loss: 0.1873 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:56:48 || Estimated Time: 10:08:31
2023-08-07 01:07:20,554 semantic_segmentation INFO: Iters: 128610/150000 || Lr: 0.003465 || Task Loss: 0.1749 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:57:05 || Estimated Time: 10:08:13
2023-08-07 01:07:37,253 semantic_segmentation INFO: Iters: 128620/150000 || Lr: 0.003464 || Task Loss: 0.1882 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:57:21 || Estimated Time: 10:07:56
2023-08-07 01:07:54,024 semantic_segmentation INFO: Iters: 128630/150000 || Lr: 0.003463 || Task Loss: 0.1379 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:57:38 || Estimated Time: 10:07:39
2023-08-07 01:08:10,829 semantic_segmentation INFO: Iters: 128640/150000 || Lr: 0.003461 || Task Loss: 0.1932 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:57:55 || Estimated Time: 10:07:22
2023-08-07 01:08:27,507 semantic_segmentation INFO: Iters: 128650/150000 || Lr: 0.003460 || Task Loss: 0.1969 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0513|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:58:12 || Estimated Time: 10:07:05
2023-08-07 01:08:44,280 semantic_segmentation INFO: Iters: 128660/150000 || Lr: 0.003458 || Task Loss: 0.2670 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:58:28 || Estimated Time: 10:06:48
2023-08-07 01:09:01,021 semantic_segmentation INFO: Iters: 128670/150000 || Lr: 0.003457 || Task Loss: 0.1805 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:58:45 || Estimated Time: 10:06:31
2023-08-07 01:09:17,734 semantic_segmentation INFO: Iters: 128680/150000 || Lr: 0.003455 || Task Loss: 0.2233 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:59:02 || Estimated Time: 10:06:14
2023-08-07 01:09:34,488 semantic_segmentation INFO: Iters: 128690/150000 || Lr: 0.003454 || Task Loss: 0.2035 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:59:19 || Estimated Time: 10:05:57
2023-08-07 01:09:51,238 semantic_segmentation INFO: Iters: 128700/150000 || Lr: 0.003452 || Task Loss: 0.2160 || KD Loss: 0.0664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:59:35 || Estimated Time: 10:05:39
2023-08-07 01:10:07,994 semantic_segmentation INFO: Iters: 128710/150000 || Lr: 0.003451 || Task Loss: 0.1515 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:59:52 || Estimated Time: 10:05:22
2023-08-07 01:10:24,785 semantic_segmentation INFO: Iters: 128720/150000 || Lr: 0.003449 || Task Loss: 0.1257 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:00:09 || Estimated Time: 10:05:05
2023-08-07 01:10:41,580 semantic_segmentation INFO: Iters: 128730/150000 || Lr: 0.003448 || Task Loss: 0.1699 || KD Loss: 0.0229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:00:26 || Estimated Time: 10:04:48
2023-08-07 01:10:58,417 semantic_segmentation INFO: Iters: 128740/150000 || Lr: 0.003446 || Task Loss: 0.2615 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:00:42 || Estimated Time: 10:04:31
2023-08-07 01:11:15,291 semantic_segmentation INFO: Iters: 128750/150000 || Lr: 0.003445 || Task Loss: 0.2270 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:00:59 || Estimated Time: 10:04:14
2023-08-07 01:11:32,144 semantic_segmentation INFO: Iters: 128760/150000 || Lr: 0.003444 || Task Loss: 0.2272 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:01:16 || Estimated Time: 10:03:57
2023-08-07 01:11:48,940 semantic_segmentation INFO: Iters: 128770/150000 || Lr: 0.003442 || Task Loss: 0.1977 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:01:33 || Estimated Time: 10:03:40
2023-08-07 01:12:05,751 semantic_segmentation INFO: Iters: 128780/150000 || Lr: 0.003441 || Task Loss: 0.2125 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:01:50 || Estimated Time: 10:03:23
2023-08-07 01:12:22,629 semantic_segmentation INFO: Iters: 128790/150000 || Lr: 0.003439 || Task Loss: 0.1775 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:02:07 || Estimated Time: 10:03:06
2023-08-07 01:12:39,527 semantic_segmentation INFO: Iters: 128800/150000 || Lr: 0.003438 || Task Loss: 0.1725 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:02:24 || Estimated Time: 10:02:48
2023-08-07 01:12:39,610 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 01:12:40,506 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.413
2023-08-07 01:12:40,625 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.510
2023-08-07 01:12:40,745 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.523
2023-08-07 01:12:40,872 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.550
2023-08-07 01:12:41,003 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.544
2023-08-07 01:12:41,122 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.545
2023-08-07 01:12:41,242 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.566
2023-08-07 01:12:41,360 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.609
2023-08-07 01:12:41,481 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.660
2023-08-07 01:12:41,604 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.711
2023-08-07 01:12:41,728 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.715
2023-08-07 01:12:41,852 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.740
2023-08-07 01:12:41,979 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.743
2023-08-07 01:12:42,101 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.734
2023-08-07 01:12:42,221 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.729
2023-08-07 01:12:42,342 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.722
2023-08-07 01:12:42,463 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.723
2023-08-07 01:12:42,580 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.730
2023-08-07 01:12:42,704 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-07 01:12:42,831 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-07 01:12:42,951 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-07 01:12:43,072 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-07 01:12:43,191 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-07 01:12:43,316 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 01:12:43,445 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 01:12:43,566 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 01:12:43,685 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 01:12:43,803 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-07 01:12:43,921 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-07 01:12:44,038 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-07 01:12:44,161 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-07 01:12:44,287 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-07 01:12:44,411 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:12:44,531 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-07 01:12:44,648 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 01:12:44,772 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:12:44,898 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-07 01:12:45,022 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-07 01:12:45,143 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-07 01:12:45,263 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-07 01:12:45,385 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-07 01:12:45,507 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-07 01:12:45,629 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-07 01:12:45,752 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-07 01:12:45,870 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-07 01:12:45,994 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-07 01:12:46,122 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-07 01:12:46,246 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-07 01:12:46,369 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-07 01:12:46,489 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 01:12:46,610 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 01:12:46,733 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 01:12:46,855 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 01:12:46,975 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:12:47,092 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 01:12:47,219 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 01:12:47,352 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 01:12:47,472 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-07 01:12:47,594 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 01:12:47,715 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 01:12:47,837 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 01:12:47,960 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 01:12:48,086 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 01:12:48,210 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-07 01:12:48,331 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 01:12:48,452 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 01:12:48,574 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 01:12:48,696 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 01:12:48,817 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 01:12:48,935 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 01:12:49,060 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 01:12:49,190 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 01:12:49,312 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 01:12:49,435 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 01:12:49,556 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 01:12:49,680 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 01:12:49,804 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 01:12:49,929 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 01:12:50,053 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 01:12:50,173 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 01:12:50,293 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-07 01:12:50,416 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 01:12:50,539 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 01:12:50,661 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 01:12:50,778 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.759
2023-08-07 01:12:50,903 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.759
2023-08-07 01:12:51,034 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.759
2023-08-07 01:12:51,159 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.759
2023-08-07 01:12:51,285 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-07 01:12:51,407 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-07 01:12:51,530 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-07 01:12:51,651 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 01:12:51,774 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 01:12:51,899 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 01:12:52,019 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:52,144 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:52,275 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 01:12:52,398 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 01:12:52,525 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 01:12:52,647 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 01:12:52,768 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-07 01:12:52,890 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 01:12:53,012 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 01:12:53,133 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 01:12:53,253 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 01:12:53,381 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 01:12:53,510 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 01:12:53,637 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 01:12:53,763 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 01:12:53,883 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 01:12:54,009 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.768
2023-08-07 01:12:54,134 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.768
2023-08-07 01:12:54,261 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.768
2023-08-07 01:12:54,384 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 01:12:54,508 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 01:12:54,635 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 01:12:54,761 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 01:12:54,882 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-07 01:12:55,009 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 01:12:55,132 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 01:12:55,253 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 01:12:55,371 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-07 01:12:55,488 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-07 01:12:55,615 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 01:12:55,749 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 01:12:55,868 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.768
2023-08-07 01:12:55,988 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.770
2023-08-07 01:12:56,106 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:12:56,231 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-07 01:12:56,357 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 01:12:56,481 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 01:12:56,605 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 01:12:56,727 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 01:12:56,848 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 01:12:56,969 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 01:12:57,089 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:57,208 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:57,325 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 01:12:57,447 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 01:12:57,574 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 01:12:57,694 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 01:12:57,814 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 01:12:57,934 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:58,052 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:58,170 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:58,295 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 01:12:58,424 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:58,547 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:58,672 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:58,792 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 01:12:58,916 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:59,039 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:59,162 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:59,284 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 01:12:59,406 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.951, mIoU: 0.768
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2023-08-07 01:13:23,961 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-07 01:13:24,085 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-07 01:13:24,209 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-07 01:13:24,336 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-07 01:13:24,462 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-07 01:13:24,586 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-07 01:13:24,706 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:24,826 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-07 01:13:24,945 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:25,067 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:25,186 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:25,311 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:25,442 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-07 01:13:25,565 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:25,690 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:25,813 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:25,935 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:26,056 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:26,179 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:26,301 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:26,419 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:26,544 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:26,673 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 01:13:26,797 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 01:13:26,921 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 01:13:27,042 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 01:13:27,166 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-07 01:13:27,289 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-07 01:13:27,412 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-07 01:13:27,533 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 01:13:27,652 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 01:13:27,781 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 01:13:27,914 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 01:13:28,039 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 01:13:28,167 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 01:13:28,295 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 01:13:28,415 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 01:13:28,536 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 01:13:28,658 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 01:13:28,779 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 01:13:28,899 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 01:13:29,028 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 01:13:29,157 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 01:13:29,285 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 01:13:29,408 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 01:13:29,532 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:13:29,655 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:13:29,776 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:13:29,895 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:13:30,024 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:13:30,160 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:13:30,283 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:30,405 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:13:30,525 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:13:30,651 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:13:30,780 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:30,906 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:31,029 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:31,150 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:31,274 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:31,398 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:31,523 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:31,649 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:31,776 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:31,896 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:32,016 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:32,135 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:32,253 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:32,372 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:13:32,497 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 01:13:32,626 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 01:13:32,751 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:32,875 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:32,997 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:33,119 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 01:13:33,242 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:33,365 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:33,489 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:33,614 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:33,735 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:33,856 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:33,977 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:34,103 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:34,231 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:34,350 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:34,469 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:34,586 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:34,705 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:34,823 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:34,950 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:35,083 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:35,205 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:35,330 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:35,452 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:13:35,573 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 01:13:35,694 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 01:13:35,816 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 01:13:35,936 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 01:13:36,056 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 01:13:36,186 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 01:13:36,311 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 01:13:36,436 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 01:13:36,560 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 01:13:36,678 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 01:13:36,801 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 01:13:36,922 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:37,044 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 01:13:37,163 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:37,281 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:37,407 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:37,537 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:37,660 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:37,786 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:37,909 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:38,029 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:38,150 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:38,271 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:38,390 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:38,509 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:38,634 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:38,762 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:38,886 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:39,009 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:39,129 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:39,251 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:39,372 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:39,493 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:39,613 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:39,730 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:39,859 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:39,994 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 01:13:40,114 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 01:13:40,238 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 01:13:40,361 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 01:13:40,481 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:40,601 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:40,722 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:40,841 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:40,958 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:41,082 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:41,212 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:41,336 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:41,460 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:13:41,581 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:41,704 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:13:41,827 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 01:13:58,763 semantic_segmentation INFO: Iters: 128810/150000 || Lr: 0.003436 || Task Loss: 0.1671 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:03:43 || Estimated Time: 10:02:42
2023-08-07 01:14:15,585 semantic_segmentation INFO: Iters: 128820/150000 || Lr: 0.003435 || Task Loss: 0.3030 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:04:00 || Estimated Time: 10:02:25
2023-08-07 01:14:32,376 semantic_segmentation INFO: Iters: 128830/150000 || Lr: 0.003433 || Task Loss: 0.1305 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:04:16 || Estimated Time: 10:02:07
2023-08-07 01:14:49,165 semantic_segmentation INFO: Iters: 128840/150000 || Lr: 0.003432 || Task Loss: 0.1815 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:04:33 || Estimated Time: 10:01:50
2023-08-07 01:15:05,936 semantic_segmentation INFO: Iters: 128850/150000 || Lr: 0.003430 || Task Loss: 0.2097 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:04:50 || Estimated Time: 10:01:33
2023-08-07 01:15:22,732 semantic_segmentation INFO: Iters: 128860/150000 || Lr: 0.003429 || Task Loss: 0.1669 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:05:07 || Estimated Time: 10:01:16
2023-08-07 01:15:39,501 semantic_segmentation INFO: Iters: 128870/150000 || Lr: 0.003427 || Task Loss: 0.1986 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:05:24 || Estimated Time: 10:00:59
2023-08-07 01:15:56,491 semantic_segmentation INFO: Iters: 128880/150000 || Lr: 0.003426 || Task Loss: 0.1902 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:05:41 || Estimated Time: 10:00:42
2023-08-07 01:16:13,486 semantic_segmentation INFO: Iters: 128890/150000 || Lr: 0.003425 || Task Loss: 0.2070 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:05:58 || Estimated Time: 10:00:25
2023-08-07 01:16:30,402 semantic_segmentation INFO: Iters: 128900/150000 || Lr: 0.003423 || Task Loss: 0.2223 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:06:14 || Estimated Time: 10:00:08
2023-08-07 01:16:47,144 semantic_segmentation INFO: Iters: 128910/150000 || Lr: 0.003422 || Task Loss: 0.2037 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:06:31 || Estimated Time: 9:59:51
2023-08-07 01:17:03,923 semantic_segmentation INFO: Iters: 128920/150000 || Lr: 0.003420 || Task Loss: 0.2587 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:06:48 || Estimated Time: 9:59:33
2023-08-07 01:17:20,702 semantic_segmentation INFO: Iters: 128930/150000 || Lr: 0.003419 || Task Loss: 0.2701 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:07:05 || Estimated Time: 9:59:16
2023-08-07 01:17:37,514 semantic_segmentation INFO: Iters: 128940/150000 || Lr: 0.003417 || Task Loss: 0.2003 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:07:22 || Estimated Time: 9:58:59
2023-08-07 01:17:54,265 semantic_segmentation INFO: Iters: 128950/150000 || Lr: 0.003416 || Task Loss: 0.1543 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:07:38 || Estimated Time: 9:58:42
2023-08-07 01:18:11,050 semantic_segmentation INFO: Iters: 128960/150000 || Lr: 0.003414 || Task Loss: 0.1829 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:07:55 || Estimated Time: 9:58:25
2023-08-07 01:18:27,810 semantic_segmentation INFO: Iters: 128970/150000 || Lr: 0.003413 || Task Loss: 0.1563 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:08:12 || Estimated Time: 9:58:08
2023-08-07 01:18:44,666 semantic_segmentation INFO: Iters: 128980/150000 || Lr: 0.003411 || Task Loss: 0.1233 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:08:29 || Estimated Time: 9:57:51
2023-08-07 01:19:01,402 semantic_segmentation INFO: Iters: 128990/150000 || Lr: 0.003410 || Task Loss: 0.4908 || KD Loss: 0.2202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:08:45 || Estimated Time: 9:57:34
2023-08-07 01:19:18,141 semantic_segmentation INFO: Iters: 129000/150000 || Lr: 0.003409 || Task Loss: 0.1669 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:09:02 || Estimated Time: 9:57:17
2023-08-07 01:19:34,881 semantic_segmentation INFO: Iters: 129010/150000 || Lr: 0.003407 || Task Loss: 0.1637 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:09:19 || Estimated Time: 9:56:59
2023-08-07 01:19:51,670 semantic_segmentation INFO: Iters: 129020/150000 || Lr: 0.003406 || Task Loss: 0.1759 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:09:36 || Estimated Time: 9:56:42
2023-08-07 01:20:08,455 semantic_segmentation INFO: Iters: 129030/150000 || Lr: 0.003404 || Task Loss: 0.1890 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:09:52 || Estimated Time: 9:56:25
2023-08-07 01:20:25,188 semantic_segmentation INFO: Iters: 129040/150000 || Lr: 0.003403 || Task Loss: 0.2476 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:10:09 || Estimated Time: 9:56:08
2023-08-07 01:20:41,975 semantic_segmentation INFO: Iters: 129050/150000 || Lr: 0.003401 || Task Loss: 0.2202 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:10:26 || Estimated Time: 9:55:51
2023-08-07 01:20:58,776 semantic_segmentation INFO: Iters: 129060/150000 || Lr: 0.003400 || Task Loss: 0.1673 || KD Loss: 0.0356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:10:43 || Estimated Time: 9:55:34
2023-08-07 01:21:15,538 semantic_segmentation INFO: Iters: 129070/150000 || Lr: 0.003398 || Task Loss: 0.2174 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:11:00 || Estimated Time: 9:55:17
2023-08-07 01:21:32,346 semantic_segmentation INFO: Iters: 129080/150000 || Lr: 0.003397 || Task Loss: 0.1916 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:11:16 || Estimated Time: 9:55:00
2023-08-07 01:21:49,072 semantic_segmentation INFO: Iters: 129090/150000 || Lr: 0.003395 || Task Loss: 0.1131 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:11:33 || Estimated Time: 9:54:43
2023-08-07 01:22:05,870 semantic_segmentation INFO: Iters: 129100/150000 || Lr: 0.003394 || Task Loss: 0.3248 || KD Loss: 0.0696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:11:50 || Estimated Time: 9:54:25
2023-08-07 01:22:22,614 semantic_segmentation INFO: Iters: 129110/150000 || Lr: 0.003392 || Task Loss: 0.1891 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:12:07 || Estimated Time: 9:54:08
2023-08-07 01:22:39,382 semantic_segmentation INFO: Iters: 129120/150000 || Lr: 0.003391 || Task Loss: 0.3000 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:12:23 || Estimated Time: 9:53:51
2023-08-07 01:22:56,180 semantic_segmentation INFO: Iters: 129130/150000 || Lr: 0.003390 || Task Loss: 0.1829 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:12:40 || Estimated Time: 9:53:34
2023-08-07 01:23:12,979 semantic_segmentation INFO: Iters: 129140/150000 || Lr: 0.003388 || Task Loss: 0.1868 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:12:57 || Estimated Time: 9:53:17
2023-08-07 01:23:29,789 semantic_segmentation INFO: Iters: 129150/150000 || Lr: 0.003387 || Task Loss: 0.2698 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:13:14 || Estimated Time: 9:53:00
2023-08-07 01:23:46,691 semantic_segmentation INFO: Iters: 129160/150000 || Lr: 0.003385 || Task Loss: 0.1986 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:13:31 || Estimated Time: 9:52:43
2023-08-07 01:24:03,567 semantic_segmentation INFO: Iters: 129170/150000 || Lr: 0.003384 || Task Loss: 0.1938 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:13:48 || Estimated Time: 9:52:26
2023-08-07 01:24:20,378 semantic_segmentation INFO: Iters: 129180/150000 || Lr: 0.003382 || Task Loss: 0.1694 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:14:04 || Estimated Time: 9:52:09
2023-08-07 01:24:37,260 semantic_segmentation INFO: Iters: 129190/150000 || Lr: 0.003381 || Task Loss: 0.1756 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:14:21 || Estimated Time: 9:51:52
2023-08-07 01:24:54,139 semantic_segmentation INFO: Iters: 129200/150000 || Lr: 0.003379 || Task Loss: 0.1372 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:14:38 || Estimated Time: 9:51:34
2023-08-07 01:25:11,015 semantic_segmentation INFO: Iters: 129210/150000 || Lr: 0.003378 || Task Loss: 0.2847 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:14:55 || Estimated Time: 9:51:17
2023-08-07 01:25:27,893 semantic_segmentation INFO: Iters: 129220/150000 || Lr: 0.003376 || Task Loss: 0.2148 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:15:12 || Estimated Time: 9:51:00
2023-08-07 01:25:44,755 semantic_segmentation INFO: Iters: 129230/150000 || Lr: 0.003375 || Task Loss: 0.1979 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:15:29 || Estimated Time: 9:50:43
2023-08-07 01:26:01,612 semantic_segmentation INFO: Iters: 129240/150000 || Lr: 0.003373 || Task Loss: 0.2239 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:15:46 || Estimated Time: 9:50:26
2023-08-07 01:26:18,455 semantic_segmentation INFO: Iters: 129250/150000 || Lr: 0.003372 || Task Loss: 0.3358 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:16:02 || Estimated Time: 9:50:09
2023-08-07 01:26:35,279 semantic_segmentation INFO: Iters: 129260/150000 || Lr: 0.003371 || Task Loss: 0.1621 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:16:19 || Estimated Time: 9:49:52
2023-08-07 01:26:52,113 semantic_segmentation INFO: Iters: 129270/150000 || Lr: 0.003369 || Task Loss: 0.2534 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:16:36 || Estimated Time: 9:49:35
2023-08-07 01:27:08,896 semantic_segmentation INFO: Iters: 129280/150000 || Lr: 0.003368 || Task Loss: 0.3462 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:16:53 || Estimated Time: 9:49:18
2023-08-07 01:27:25,664 semantic_segmentation INFO: Iters: 129290/150000 || Lr: 0.003366 || Task Loss: 0.1720 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:17:10 || Estimated Time: 9:49:01
2023-08-07 01:27:42,450 semantic_segmentation INFO: Iters: 129300/150000 || Lr: 0.003365 || Task Loss: 0.2312 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:17:26 || Estimated Time: 9:48:43
2023-08-07 01:27:59,222 semantic_segmentation INFO: Iters: 129310/150000 || Lr: 0.003363 || Task Loss: 0.2348 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:17:43 || Estimated Time: 9:48:26
2023-08-07 01:28:16,016 semantic_segmentation INFO: Iters: 129320/150000 || Lr: 0.003362 || Task Loss: 0.2005 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:18:00 || Estimated Time: 9:48:09
2023-08-07 01:28:32,690 semantic_segmentation INFO: Iters: 129330/150000 || Lr: 0.003360 || Task Loss: 0.1345 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:18:17 || Estimated Time: 9:47:52
2023-08-07 01:28:49,460 semantic_segmentation INFO: Iters: 129340/150000 || Lr: 0.003359 || Task Loss: 0.2132 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:18:33 || Estimated Time: 9:47:35
2023-08-07 01:29:06,257 semantic_segmentation INFO: Iters: 129350/150000 || Lr: 0.003357 || Task Loss: 0.1870 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:18:50 || Estimated Time: 9:47:18
2023-08-07 01:29:23,043 semantic_segmentation INFO: Iters: 129360/150000 || Lr: 0.003356 || Task Loss: 0.1839 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:19:07 || Estimated Time: 9:47:01
2023-08-07 01:29:39,785 semantic_segmentation INFO: Iters: 129370/150000 || Lr: 0.003354 || Task Loss: 0.2123 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:19:24 || Estimated Time: 9:46:44
2023-08-07 01:29:56,514 semantic_segmentation INFO: Iters: 129380/150000 || Lr: 0.003353 || Task Loss: 0.1612 || KD Loss: 0.0521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:19:41 || Estimated Time: 9:46:26
2023-08-07 01:30:13,343 semantic_segmentation INFO: Iters: 129390/150000 || Lr: 0.003351 || Task Loss: 0.2120 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:19:57 || Estimated Time: 9:46:09
2023-08-07 01:30:30,142 semantic_segmentation INFO: Iters: 129400/150000 || Lr: 0.003350 || Task Loss: 0.1708 || KD Loss: 0.0265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:20:14 || Estimated Time: 9:45:52
2023-08-07 01:30:46,968 semantic_segmentation INFO: Iters: 129410/150000 || Lr: 0.003349 || Task Loss: 0.1398 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:20:31 || Estimated Time: 9:45:35
2023-08-07 01:31:03,801 semantic_segmentation INFO: Iters: 129420/150000 || Lr: 0.003347 || Task Loss: 0.1253 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:20:48 || Estimated Time: 9:45:18
2023-08-07 01:31:20,864 semantic_segmentation INFO: Iters: 129430/150000 || Lr: 0.003346 || Task Loss: 0.2009 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:21:05 || Estimated Time: 9:45:01
2023-08-07 01:31:37,551 semantic_segmentation INFO: Iters: 129440/150000 || Lr: 0.003344 || Task Loss: 0.2068 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:21:22 || Estimated Time: 9:44:44
2023-08-07 01:31:54,351 semantic_segmentation INFO: Iters: 129450/150000 || Lr: 0.003343 || Task Loss: 0.1281 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:21:38 || Estimated Time: 9:44:27
2023-08-07 01:32:11,074 semantic_segmentation INFO: Iters: 129460/150000 || Lr: 0.003341 || Task Loss: 0.1748 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:21:55 || Estimated Time: 9:44:10
2023-08-07 01:32:27,850 semantic_segmentation INFO: Iters: 129470/150000 || Lr: 0.003340 || Task Loss: 0.1131 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:22:12 || Estimated Time: 9:43:53
2023-08-07 01:32:44,571 semantic_segmentation INFO: Iters: 129480/150000 || Lr: 0.003338 || Task Loss: 0.1744 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:22:29 || Estimated Time: 9:43:35
2023-08-07 01:33:01,351 semantic_segmentation INFO: Iters: 129490/150000 || Lr: 0.003337 || Task Loss: 0.1778 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:22:45 || Estimated Time: 9:43:18
2023-08-07 01:33:18,047 semantic_segmentation INFO: Iters: 129500/150000 || Lr: 0.003335 || Task Loss: 0.1923 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:23:02 || Estimated Time: 9:43:01
2023-08-07 01:33:34,792 semantic_segmentation INFO: Iters: 129510/150000 || Lr: 0.003334 || Task Loss: 0.2233 || KD Loss: 0.0553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:23:19 || Estimated Time: 9:42:44
2023-08-07 01:33:51,529 semantic_segmentation INFO: Iters: 129520/150000 || Lr: 0.003332 || Task Loss: 0.1787 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:23:36 || Estimated Time: 9:42:27
2023-08-07 01:34:08,320 semantic_segmentation INFO: Iters: 129530/150000 || Lr: 0.003331 || Task Loss: 0.2058 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:23:52 || Estimated Time: 9:42:10
2023-08-07 01:34:25,057 semantic_segmentation INFO: Iters: 129540/150000 || Lr: 0.003330 || Task Loss: 0.3267 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:24:09 || Estimated Time: 9:41:53
2023-08-07 01:34:41,845 semantic_segmentation INFO: Iters: 129550/150000 || Lr: 0.003328 || Task Loss: 0.1945 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:24:26 || Estimated Time: 9:41:36
2023-08-07 01:34:58,615 semantic_segmentation INFO: Iters: 129560/150000 || Lr: 0.003327 || Task Loss: 0.3108 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:24:43 || Estimated Time: 9:41:19
2023-08-07 01:35:15,383 semantic_segmentation INFO: Iters: 129570/150000 || Lr: 0.003325 || Task Loss: 0.1980 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:24:59 || Estimated Time: 9:41:01
2023-08-07 01:35:32,202 semantic_segmentation INFO: Iters: 129580/150000 || Lr: 0.003324 || Task Loss: 0.1750 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:25:16 || Estimated Time: 9:40:44
2023-08-07 01:35:48,997 semantic_segmentation INFO: Iters: 129590/150000 || Lr: 0.003322 || Task Loss: 0.2201 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:25:33 || Estimated Time: 9:40:27
2023-08-07 01:36:05,823 semantic_segmentation INFO: Iters: 129600/150000 || Lr: 0.003321 || Task Loss: 0.2192 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:25:50 || Estimated Time: 9:40:10
2023-08-07 01:36:05,899 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 01:36:06,758 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.421
2023-08-07 01:36:06,880 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.519
2023-08-07 01:36:07,005 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.531
2023-08-07 01:36:07,127 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.556
2023-08-07 01:36:07,249 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.548
2023-08-07 01:36:07,372 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.548
2023-08-07 01:36:07,493 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.583
2023-08-07 01:36:07,616 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.623
2023-08-07 01:36:07,744 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.673
2023-08-07 01:36:07,863 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.724
2023-08-07 01:36:07,981 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.727
2023-08-07 01:36:08,099 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.754
2023-08-07 01:36:08,222 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.758
2023-08-07 01:36:08,347 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.750
2023-08-07 01:36:08,466 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.741
2023-08-07 01:36:08,585 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.732
2023-08-07 01:36:08,706 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.734
2023-08-07 01:36:08,824 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.739
2023-08-07 01:36:08,942 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.745
2023-08-07 01:36:09,065 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-07 01:36:09,192 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-07 01:36:09,316 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.757
2023-08-07 01:36:09,438 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.754
2023-08-07 01:36:09,556 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:36:09,678 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.772
2023-08-07 01:36:09,801 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.774
2023-08-07 01:36:09,924 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 01:36:10,043 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:36:10,161 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 01:36:10,288 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 01:36:10,421 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 01:36:10,541 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 01:36:10,661 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 01:36:10,779 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 01:36:10,901 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:36:11,026 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 01:36:11,149 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-07 01:36:11,273 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-07 01:36:11,394 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-07 01:36:11,514 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-07 01:36:11,635 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-07 01:36:11,757 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-07 01:36:11,879 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-07 01:36:11,998 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 01:36:12,122 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 01:36:12,251 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-07 01:36:12,373 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-07 01:36:12,493 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 01:36:12,614 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 01:36:12,741 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-07 01:36:12,876 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-07 01:36:12,997 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 01:36:13,117 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 01:36:13,236 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 01:36:13,361 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 01:36:13,489 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 01:36:13,612 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 01:36:13,738 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 01:36:13,863 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.768
2023-08-07 01:36:13,982 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 01:36:14,106 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 01:36:14,226 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 01:36:14,345 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 01:36:14,466 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 01:36:14,594 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.772
2023-08-07 01:36:14,728 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.772
2023-08-07 01:36:14,851 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 01:36:14,975 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.772
2023-08-07 01:36:15,094 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 01:36:15,219 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 01:36:15,344 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 01:36:15,469 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 01:36:15,590 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 01:36:15,709 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 01:36:15,834 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.770
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2023-08-07 01:36:16,465 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.770
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2023-08-07 01:36:16,711 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 01:36:16,840 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 01:36:16,973 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 01:36:17,091 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.763
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2023-08-07 01:36:17,452 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.763
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2023-08-07 01:36:17,826 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 01:36:17,948 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 01:36:18,071 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.767
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2023-08-07 01:36:18,313 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.767
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2023-08-07 01:36:18,550 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 01:36:18,674 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.768
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2023-08-07 01:36:18,922 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:36:19,041 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.770
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2023-08-07 01:36:20,984 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 01:36:21,108 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-07 01:36:21,230 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 01:36:21,351 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.766
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2023-08-07 01:36:23,061 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 01:36:23,189 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.950, mIoU: 0.766
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2023-08-07 01:36:25,025 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.950, mIoU: 0.765
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2023-08-07 01:36:27,118 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.950, mIoU: 0.762
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2023-08-07 01:37:04,719 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:04,836 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:04,957 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:05,079 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:05,209 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:05,338 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:05,464 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:05,587 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:05,711 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:05,833 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:05,954 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 01:37:06,073 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 01:37:06,201 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:06,337 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:06,461 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 01:37:06,588 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 01:37:06,712 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 01:37:06,832 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:06,953 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:07,074 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:07,193 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:07,312 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:07,441 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:07,576 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:07,699 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:07,826 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:07,950 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 01:37:24,926 semantic_segmentation INFO: Iters: 129610/150000 || Lr: 0.003319 || Task Loss: 0.2091 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:27:09 || Estimated Time: 9:40:03
2023-08-07 01:37:41,735 semantic_segmentation INFO: Iters: 129620/150000 || Lr: 0.003318 || Task Loss: 0.2328 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:27:26 || Estimated Time: 9:39:46
2023-08-07 01:37:58,586 semantic_segmentation INFO: Iters: 129630/150000 || Lr: 0.003316 || Task Loss: 0.1382 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:27:43 || Estimated Time: 9:39:29
2023-08-07 01:38:15,395 semantic_segmentation INFO: Iters: 129640/150000 || Lr: 0.003315 || Task Loss: 0.2247 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:27:59 || Estimated Time: 9:39:11
2023-08-07 01:38:32,298 semantic_segmentation INFO: Iters: 129650/150000 || Lr: 0.003313 || Task Loss: 0.1422 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:28:16 || Estimated Time: 9:38:54
2023-08-07 01:38:49,165 semantic_segmentation INFO: Iters: 129660/150000 || Lr: 0.003312 || Task Loss: 0.1743 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:28:33 || Estimated Time: 9:38:37
2023-08-07 01:39:06,105 semantic_segmentation INFO: Iters: 129670/150000 || Lr: 0.003310 || Task Loss: 0.1834 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:28:50 || Estimated Time: 9:38:20
2023-08-07 01:39:22,897 semantic_segmentation INFO: Iters: 129680/150000 || Lr: 0.003309 || Task Loss: 0.2074 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:29:07 || Estimated Time: 9:38:03
2023-08-07 01:39:39,805 semantic_segmentation INFO: Iters: 129690/150000 || Lr: 0.003308 || Task Loss: 0.3132 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:29:24 || Estimated Time: 9:37:46
2023-08-07 01:39:56,666 semantic_segmentation INFO: Iters: 129700/150000 || Lr: 0.003306 || Task Loss: 0.2097 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:29:41 || Estimated Time: 9:37:29
2023-08-07 01:40:13,424 semantic_segmentation INFO: Iters: 129710/150000 || Lr: 0.003305 || Task Loss: 0.2119 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:29:57 || Estimated Time: 9:37:12
2023-08-07 01:40:30,204 semantic_segmentation INFO: Iters: 129720/150000 || Lr: 0.003303 || Task Loss: 0.1907 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:30:14 || Estimated Time: 9:36:55
2023-08-07 01:40:47,181 semantic_segmentation INFO: Iters: 129730/150000 || Lr: 0.003302 || Task Loss: 0.0844 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:30:31 || Estimated Time: 9:36:38
2023-08-07 01:41:04,142 semantic_segmentation INFO: Iters: 129740/150000 || Lr: 0.003300 || Task Loss: 0.1808 || KD Loss: 0.0268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:30:48 || Estimated Time: 9:36:20
2023-08-07 01:41:21,057 semantic_segmentation INFO: Iters: 129750/150000 || Lr: 0.003299 || Task Loss: 0.1660 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:31:05 || Estimated Time: 9:36:03
2023-08-07 01:41:37,835 semantic_segmentation INFO: Iters: 129760/150000 || Lr: 0.003297 || Task Loss: 0.2247 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:31:22 || Estimated Time: 9:35:46
2023-08-07 01:41:54,587 semantic_segmentation INFO: Iters: 129770/150000 || Lr: 0.003296 || Task Loss: 0.1911 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:31:39 || Estimated Time: 9:35:29
2023-08-07 01:42:11,373 semantic_segmentation INFO: Iters: 129780/150000 || Lr: 0.003294 || Task Loss: 0.2194 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:31:55 || Estimated Time: 9:35:12
2023-08-07 01:42:28,084 semantic_segmentation INFO: Iters: 129790/150000 || Lr: 0.003293 || Task Loss: 0.2373 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:32:12 || Estimated Time: 9:34:55
2023-08-07 01:42:44,891 semantic_segmentation INFO: Iters: 129800/150000 || Lr: 0.003291 || Task Loss: 0.1434 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:32:29 || Estimated Time: 9:34:38
2023-08-07 01:43:01,624 semantic_segmentation INFO: Iters: 129810/150000 || Lr: 0.003290 || Task Loss: 0.2672 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:32:46 || Estimated Time: 9:34:21
2023-08-07 01:43:18,429 semantic_segmentation INFO: Iters: 129820/150000 || Lr: 0.003288 || Task Loss: 0.0947 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0530|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:33:02 || Estimated Time: 9:34:04
2023-08-07 01:43:35,258 semantic_segmentation INFO: Iters: 129830/150000 || Lr: 0.003287 || Task Loss: 0.1102 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:33:19 || Estimated Time: 9:33:46
2023-08-07 01:43:52,016 semantic_segmentation INFO: Iters: 129840/150000 || Lr: 0.003286 || Task Loss: 0.2551 || KD Loss: 0.0700|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:33:36 || Estimated Time: 9:33:29
2023-08-07 01:44:08,775 semantic_segmentation INFO: Iters: 129850/150000 || Lr: 0.003284 || Task Loss: 0.1621 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:33:53 || Estimated Time: 9:33:12
2023-08-07 01:44:25,569 semantic_segmentation INFO: Iters: 129860/150000 || Lr: 0.003283 || Task Loss: 0.1352 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:34:10 || Estimated Time: 9:32:55
2023-08-07 01:44:42,367 semantic_segmentation INFO: Iters: 129870/150000 || Lr: 0.003281 || Task Loss: 0.2154 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:34:26 || Estimated Time: 9:32:38
2023-08-07 01:44:59,089 semantic_segmentation INFO: Iters: 129880/150000 || Lr: 0.003280 || Task Loss: 0.1686 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:34:43 || Estimated Time: 9:32:21
2023-08-07 01:45:15,870 semantic_segmentation INFO: Iters: 129890/150000 || Lr: 0.003278 || Task Loss: 0.2478 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:35:00 || Estimated Time: 9:32:04
2023-08-07 01:45:32,650 semantic_segmentation INFO: Iters: 129900/150000 || Lr: 0.003277 || Task Loss: 0.1406 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:35:17 || Estimated Time: 9:31:47
2023-08-07 01:45:49,406 semantic_segmentation INFO: Iters: 129910/150000 || Lr: 0.003275 || Task Loss: 0.2256 || KD Loss: 0.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:35:33 || Estimated Time: 9:31:30
2023-08-07 01:46:06,156 semantic_segmentation INFO: Iters: 129920/150000 || Lr: 0.003274 || Task Loss: 0.2240 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:35:50 || Estimated Time: 9:31:12
2023-08-07 01:46:22,951 semantic_segmentation INFO: Iters: 129930/150000 || Lr: 0.003272 || Task Loss: 0.2461 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:36:07 || Estimated Time: 9:30:55
2023-08-07 01:46:39,732 semantic_segmentation INFO: Iters: 129940/150000 || Lr: 0.003271 || Task Loss: 0.1173 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:36:24 || Estimated Time: 9:30:38
2023-08-07 01:46:56,517 semantic_segmentation INFO: Iters: 129950/150000 || Lr: 0.003269 || Task Loss: 0.3011 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:36:41 || Estimated Time: 9:30:21
2023-08-07 01:47:13,302 semantic_segmentation INFO: Iters: 129960/150000 || Lr: 0.003268 || Task Loss: 0.1807 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:36:57 || Estimated Time: 9:30:04
2023-08-07 01:47:30,057 semantic_segmentation INFO: Iters: 129970/150000 || Lr: 0.003266 || Task Loss: 0.1166 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:37:14 || Estimated Time: 9:29:47
2023-08-07 01:47:46,834 semantic_segmentation INFO: Iters: 129980/150000 || Lr: 0.003265 || Task Loss: 0.1252 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:37:31 || Estimated Time: 9:29:30
2023-08-07 01:48:03,578 semantic_segmentation INFO: Iters: 129990/150000 || Lr: 0.003264 || Task Loss: 0.3338 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:37:48 || Estimated Time: 9:29:13
2023-08-07 01:48:20,337 semantic_segmentation INFO: Iters: 130000/150000 || Lr: 0.003262 || Task Loss: 0.1062 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:38:04 || Estimated Time: 9:28:56
2023-08-07 01:48:37,083 semantic_segmentation INFO: Iters: 130010/150000 || Lr: 0.003261 || Task Loss: 0.1837 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:38:21 || Estimated Time: 9:28:38
2023-08-07 01:48:53,865 semantic_segmentation INFO: Iters: 130020/150000 || Lr: 0.003259 || Task Loss: 0.1953 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:38:38 || Estimated Time: 9:28:21
2023-08-07 01:49:10,591 semantic_segmentation INFO: Iters: 130030/150000 || Lr: 0.003258 || Task Loss: 0.3647 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:38:55 || Estimated Time: 9:28:04
2023-08-07 01:49:27,394 semantic_segmentation INFO: Iters: 130040/150000 || Lr: 0.003256 || Task Loss: 0.1492 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:39:11 || Estimated Time: 9:27:47
2023-08-07 01:49:44,182 semantic_segmentation INFO: Iters: 130050/150000 || Lr: 0.003255 || Task Loss: 0.1952 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:39:28 || Estimated Time: 9:27:30
2023-08-07 01:50:00,957 semantic_segmentation INFO: Iters: 130060/150000 || Lr: 0.003253 || Task Loss: 0.1943 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:39:45 || Estimated Time: 9:27:13
2023-08-07 01:50:17,763 semantic_segmentation INFO: Iters: 130070/150000 || Lr: 0.003252 || Task Loss: 0.1913 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:40:02 || Estimated Time: 9:26:56
2023-08-07 01:50:34,612 semantic_segmentation INFO: Iters: 130080/150000 || Lr: 0.003250 || Task Loss: 0.1251 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:40:19 || Estimated Time: 9:26:39
2023-08-07 01:50:51,418 semantic_segmentation INFO: Iters: 130090/150000 || Lr: 0.003249 || Task Loss: 0.1883 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:40:35 || Estimated Time: 9:26:22
2023-08-07 01:51:08,218 semantic_segmentation INFO: Iters: 130100/150000 || Lr: 0.003247 || Task Loss: 0.3096 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:40:52 || Estimated Time: 9:26:04
2023-08-07 01:51:25,090 semantic_segmentation INFO: Iters: 130110/150000 || Lr: 0.003246 || Task Loss: 0.1677 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:41:09 || Estimated Time: 9:25:47
2023-08-07 01:51:41,941 semantic_segmentation INFO: Iters: 130120/150000 || Lr: 0.003244 || Task Loss: 0.1371 || KD Loss: 0.0242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:41:26 || Estimated Time: 9:25:30
2023-08-07 01:51:58,804 semantic_segmentation INFO: Iters: 130130/150000 || Lr: 0.003243 || Task Loss: 0.2673 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:41:43 || Estimated Time: 9:25:13
2023-08-07 01:52:15,611 semantic_segmentation INFO: Iters: 130140/150000 || Lr: 0.003242 || Task Loss: 0.1581 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:42:00 || Estimated Time: 9:24:56
2023-08-07 01:52:32,459 semantic_segmentation INFO: Iters: 130150/150000 || Lr: 0.003240 || Task Loss: 0.1502 || KD Loss: 0.0246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:42:16 || Estimated Time: 9:24:39
2023-08-07 01:52:49,305 semantic_segmentation INFO: Iters: 130160/150000 || Lr: 0.003239 || Task Loss: 0.1337 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:42:33 || Estimated Time: 9:24:22
2023-08-07 01:53:06,184 semantic_segmentation INFO: Iters: 130170/150000 || Lr: 0.003237 || Task Loss: 0.1139 || KD Loss: 0.0206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:42:50 || Estimated Time: 9:24:05
2023-08-07 01:53:23,102 semantic_segmentation INFO: Iters: 130180/150000 || Lr: 0.003236 || Task Loss: 0.2033 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:43:07 || Estimated Time: 9:23:48
2023-08-07 01:53:39,971 semantic_segmentation INFO: Iters: 130190/150000 || Lr: 0.003234 || Task Loss: 0.1728 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:43:24 || Estimated Time: 9:23:31
2023-08-07 01:53:56,764 semantic_segmentation INFO: Iters: 130200/150000 || Lr: 0.003233 || Task Loss: 0.2351 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:43:41 || Estimated Time: 9:23:13
2023-08-07 01:54:13,619 semantic_segmentation INFO: Iters: 130210/150000 || Lr: 0.003231 || Task Loss: 0.1728 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:43:58 || Estimated Time: 9:22:56
2023-08-07 01:54:30,415 semantic_segmentation INFO: Iters: 130220/150000 || Lr: 0.003230 || Task Loss: 0.1703 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:44:14 || Estimated Time: 9:22:39
2023-08-07 01:54:47,275 semantic_segmentation INFO: Iters: 130230/150000 || Lr: 0.003228 || Task Loss: 0.1537 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:44:31 || Estimated Time: 9:22:22
2023-08-07 01:55:04,085 semantic_segmentation INFO: Iters: 130240/150000 || Lr: 0.003227 || Task Loss: 0.3085 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:44:48 || Estimated Time: 9:22:05
2023-08-07 01:55:20,863 semantic_segmentation INFO: Iters: 130250/150000 || Lr: 0.003225 || Task Loss: 0.1892 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:45:05 || Estimated Time: 9:21:48
2023-08-07 01:55:37,641 semantic_segmentation INFO: Iters: 130260/150000 || Lr: 0.003224 || Task Loss: 0.1879 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:45:22 || Estimated Time: 9:21:31
2023-08-07 01:55:54,420 semantic_segmentation INFO: Iters: 130270/150000 || Lr: 0.003222 || Task Loss: 0.2021 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:45:38 || Estimated Time: 9:21:14
2023-08-07 01:56:11,249 semantic_segmentation INFO: Iters: 130280/150000 || Lr: 0.003221 || Task Loss: 0.3489 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:45:55 || Estimated Time: 9:20:57
2023-08-07 01:56:28,038 semantic_segmentation INFO: Iters: 130290/150000 || Lr: 0.003219 || Task Loss: 0.2070 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:46:12 || Estimated Time: 9:20:39
2023-08-07 01:56:44,903 semantic_segmentation INFO: Iters: 130300/150000 || Lr: 0.003218 || Task Loss: 0.1716 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:46:29 || Estimated Time: 9:20:22
2023-08-07 01:57:01,693 semantic_segmentation INFO: Iters: 130310/150000 || Lr: 0.003217 || Task Loss: 0.2791 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:46:46 || Estimated Time: 9:20:05
2023-08-07 01:57:18,488 semantic_segmentation INFO: Iters: 130320/150000 || Lr: 0.003215 || Task Loss: 0.1389 || KD Loss: 0.0274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:47:03 || Estimated Time: 9:19:48
2023-08-07 01:57:35,294 semantic_segmentation INFO: Iters: 130330/150000 || Lr: 0.003214 || Task Loss: 0.2863 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:47:19 || Estimated Time: 9:19:31
2023-08-07 01:57:52,078 semantic_segmentation INFO: Iters: 130340/150000 || Lr: 0.003212 || Task Loss: 0.2244 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:47:36 || Estimated Time: 9:19:14
2023-08-07 01:58:08,793 semantic_segmentation INFO: Iters: 130350/150000 || Lr: 0.003211 || Task Loss: 0.1269 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:47:53 || Estimated Time: 9:18:57
2023-08-07 01:58:25,531 semantic_segmentation INFO: Iters: 130360/150000 || Lr: 0.003209 || Task Loss: 0.2233 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:48:10 || Estimated Time: 9:18:40
2023-08-07 01:58:42,264 semantic_segmentation INFO: Iters: 130370/150000 || Lr: 0.003208 || Task Loss: 0.2099 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:48:26 || Estimated Time: 9:18:23
2023-08-07 01:58:59,048 semantic_segmentation INFO: Iters: 130380/150000 || Lr: 0.003206 || Task Loss: 0.2283 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:48:43 || Estimated Time: 9:18:05
2023-08-07 01:59:15,846 semantic_segmentation INFO: Iters: 130390/150000 || Lr: 0.003205 || Task Loss: 0.1385 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:49:00 || Estimated Time: 9:17:48
2023-08-07 01:59:32,551 semantic_segmentation INFO: Iters: 130400/150000 || Lr: 0.003203 || Task Loss: 0.2014 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:49:17 || Estimated Time: 9:17:31
2023-08-07 01:59:32,639 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 01:59:33,489 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.415
2023-08-07 01:59:33,612 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.516
2023-08-07 01:59:33,737 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.531
2023-08-07 01:59:33,855 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.554
2023-08-07 01:59:33,978 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.547
2023-08-07 01:59:34,107 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.548
2023-08-07 01:59:34,228 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.586
2023-08-07 01:59:34,352 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.628
2023-08-07 01:59:34,472 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.676
2023-08-07 01:59:34,596 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.730
2023-08-07 01:59:34,721 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.735
2023-08-07 01:59:34,846 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.764
2023-08-07 01:59:34,972 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.766
2023-08-07 01:59:35,093 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.756
2023-08-07 01:59:35,215 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.753
2023-08-07 01:59:35,337 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.744
2023-08-07 01:59:35,458 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.744
2023-08-07 01:59:35,579 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.748
2023-08-07 01:59:35,698 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.754
2023-08-07 01:59:35,826 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.761
2023-08-07 01:59:35,958 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.761
2023-08-07 01:59:36,079 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.751
2023-08-07 01:59:36,203 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.748
2023-08-07 01:59:36,326 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.755
2023-08-07 01:59:36,448 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.767
2023-08-07 01:59:36,568 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 01:59:36,688 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:59:36,810 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 01:59:36,929 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-07 01:59:37,055 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 01:59:37,183 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 01:59:37,306 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 01:59:37,430 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 01:59:37,552 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 01:59:37,673 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 01:59:37,793 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 01:59:37,914 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 01:59:38,036 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-07 01:59:38,154 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 01:59:38,282 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-07 01:59:38,415 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-07 01:59:38,536 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-07 01:59:38,658 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-07 01:59:38,780 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 01:59:38,899 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-07 01:59:39,019 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-07 01:59:39,140 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 01:59:39,265 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-07 01:59:39,385 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 01:59:39,509 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-07 01:59:39,636 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-07 01:59:39,759 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 01:59:39,881 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 01:59:40,002 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 01:59:40,123 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 01:59:40,246 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.760
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2023-08-07 01:59:40,605 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 01:59:40,731 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.767
2023-08-07 01:59:40,863 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 01:59:40,983 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.772
2023-08-07 01:59:41,104 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 01:59:41,223 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.773
2023-08-07 01:59:41,345 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.775
2023-08-07 01:59:41,468 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.774
2023-08-07 01:59:41,592 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 01:59:41,720 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.774
2023-08-07 01:59:41,843 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 01:59:41,965 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 01:59:42,086 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.773
2023-08-07 01:59:42,208 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 01:59:42,329 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 01:59:42,446 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 01:59:42,570 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 01:59:42,699 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 01:59:42,818 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 01:59:42,939 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 01:59:43,057 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 01:59:43,183 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 01:59:43,314 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.773
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2023-08-07 01:59:43,673 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 01:59:43,791 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.765
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2023-08-07 01:59:44,034 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 01:59:44,158 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 01:59:44,281 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 01:59:44,404 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 01:59:44,526 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 01:59:44,646 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 01:59:44,767 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 01:59:44,887 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 01:59:45,007 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.952, mIoU: 0.772
2023-08-07 01:59:45,123 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.952, mIoU: 0.772
2023-08-07 01:59:45,251 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 01:59:45,381 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 01:59:45,503 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.773
2023-08-07 01:59:45,625 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.773
2023-08-07 01:59:45,744 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.773
2023-08-07 01:59:45,865 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:59:45,986 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:59:46,107 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:59:46,227 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:59:46,345 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:59:46,470 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:59:46,602 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 01:59:46,723 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 01:59:46,845 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 01:59:46,965 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 01:59:47,086 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 01:59:47,209 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 01:59:47,330 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 01:59:47,451 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:59:47,570 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 01:59:47,690 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 01:59:47,810 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 01:59:47,934 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 01:59:48,059 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 01:59:48,183 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 01:59:48,307 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.770
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2023-08-07 01:59:48,553 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.771
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2023-08-07 01:59:48,803 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.774
2023-08-07 01:59:48,924 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.775
2023-08-07 01:59:49,047 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 01:59:49,170 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.950, mIoU: 0.774
2023-08-07 01:59:49,291 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 01:59:49,408 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 01:59:49,533 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 01:59:49,663 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 01:59:49,783 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.773
2023-08-07 01:59:49,903 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 01:59:50,023 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.952, mIoU: 0.773
2023-08-07 01:59:50,145 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.952, mIoU: 0.772
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2023-08-07 01:59:50,391 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.773
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2023-08-07 01:59:51,008 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.773
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2023-08-07 01:59:51,746 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.771
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2023-08-07 01:59:53,103 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.951, mIoU: 0.771
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2023-08-07 01:59:58,063 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.952, mIoU: 0.767
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2023-08-07 02:00:22,724 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 02:00:22,846 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 02:00:22,967 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 02:00:23,088 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:23,206 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:23,334 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:23,469 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:23,589 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:23,710 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:23,829 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:23,951 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:24,077 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:24,203 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:24,327 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:24,449 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:24,571 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:24,693 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:24,812 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:24,932 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:25,054 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:25,183 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:25,316 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:25,438 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 02:00:25,563 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 02:00:25,687 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 02:00:25,806 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:25,924 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:26,044 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 02:00:26,163 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:26,283 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:26,411 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:26,541 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:26,666 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:26,794 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:26,918 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:27,038 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:27,159 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:27,278 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:27,396 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:27,513 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:27,643 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:27,775 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:27,898 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:28,020 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:28,140 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:28,262 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:28,385 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:28,507 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:28,628 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:28,747 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:28,872 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:29,000 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 02:00:29,123 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 02:00:29,246 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 02:00:29,367 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 02:00:29,488 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:29,609 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:29,729 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:29,844 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:29,963 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:30,091 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:30,227 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:30,351 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:30,474 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:30,594 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:30,718 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:30,845 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:30,969 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:31,091 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:31,210 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:31,335 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:31,462 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:31,587 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:31,709 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:31,834 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:31,959 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:32,081 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:32,204 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:32,332 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:32,463 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:32,584 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:32,705 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:32,826 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:32,947 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 02:00:33,066 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:33,192 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:33,319 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:33,446 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:33,569 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:33,694 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 02:00:33,820 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:00:33,945 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:00:34,064 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:00:34,189 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:00:34,319 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:00:34,441 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:00:34,564 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:00:34,684 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 02:00:34,805 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 02:00:51,683 semantic_segmentation INFO: Iters: 130410/150000 || Lr: 0.003202 || Task Loss: 0.1359 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:50:36 || Estimated Time: 9:17:24
2023-08-07 02:01:08,436 semantic_segmentation INFO: Iters: 130420/150000 || Lr: 0.003200 || Task Loss: 0.2280 || KD Loss: 0.1004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:50:52 || Estimated Time: 9:17:06
2023-08-07 02:01:25,274 semantic_segmentation INFO: Iters: 130430/150000 || Lr: 0.003199 || Task Loss: 0.1090 || KD Loss: 0.0222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:51:09 || Estimated Time: 9:16:49
2023-08-07 02:01:42,024 semantic_segmentation INFO: Iters: 130440/150000 || Lr: 0.003197 || Task Loss: 0.0983 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:16:32
2023-08-07 02:01:58,667 semantic_segmentation INFO: Iters: 130450/150000 || Lr: 0.003196 || Task Loss: 0.1834 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:16:15
2023-08-07 02:02:15,516 semantic_segmentation INFO: Iters: 130460/150000 || Lr: 0.003194 || Task Loss: 0.1756 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:15:58
2023-08-07 02:02:32,295 semantic_segmentation INFO: Iters: 130470/150000 || Lr: 0.003193 || Task Loss: 0.2038 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:15:41
2023-08-07 02:02:49,037 semantic_segmentation INFO: Iters: 130480/150000 || Lr: 0.003192 || Task Loss: 0.1407 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:15:24
2023-08-07 02:03:05,802 semantic_segmentation INFO: Iters: 130490/150000 || Lr: 0.003190 || Task Loss: 0.1421 || KD Loss: 0.0219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:15:07
2023-08-07 02:03:22,549 semantic_segmentation INFO: Iters: 130500/150000 || Lr: 0.003189 || Task Loss: 0.2319 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:53:07 || Estimated Time: 9:14:49
2023-08-07 02:03:39,312 semantic_segmentation INFO: Iters: 130510/150000 || Lr: 0.003187 || Task Loss: 0.1362 || KD Loss: 0.0218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:14:32
2023-08-07 02:03:56,122 semantic_segmentation INFO: Iters: 130520/150000 || Lr: 0.003186 || Task Loss: 0.1956 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:14:15
2023-08-07 02:04:12,866 semantic_segmentation INFO: Iters: 130530/150000 || Lr: 0.003184 || Task Loss: 0.2019 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:13:58
2023-08-07 02:04:29,647 semantic_segmentation INFO: Iters: 130540/150000 || Lr: 0.003183 || Task Loss: 0.2260 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:54:14 || Estimated Time: 9:13:41
2023-08-07 02:04:46,518 semantic_segmentation INFO: Iters: 130550/150000 || Lr: 0.003181 || Task Loss: 0.1716 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:54:31 || Estimated Time: 9:13:24
2023-08-07 02:05:03,376 semantic_segmentation INFO: Iters: 130560/150000 || Lr: 0.003180 || Task Loss: 0.2270 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:13:07
2023-08-07 02:05:20,258 semantic_segmentation INFO: Iters: 130570/150000 || Lr: 0.003178 || Task Loss: 0.1495 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:55:04 || Estimated Time: 9:12:50
2023-08-07 02:05:37,327 semantic_segmentation INFO: Iters: 130580/150000 || Lr: 0.003177 || Task Loss: 0.1784 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:55:21 || Estimated Time: 9:12:33
2023-08-07 02:05:54,307 semantic_segmentation INFO: Iters: 130590/150000 || Lr: 0.003175 || Task Loss: 0.1549 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:55:38 || Estimated Time: 9:12:16
2023-08-07 02:06:11,183 semantic_segmentation INFO: Iters: 130600/150000 || Lr: 0.003174 || Task Loss: 0.1865 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:55:55 || Estimated Time: 9:11:58
2023-08-07 02:06:28,097 semantic_segmentation INFO: Iters: 130610/150000 || Lr: 0.003172 || Task Loss: 0.3173 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:56:12 || Estimated Time: 9:11:41
2023-08-07 02:06:44,959 semantic_segmentation INFO: Iters: 130620/150000 || Lr: 0.003171 || Task Loss: 0.2812 || KD Loss: 0.0636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:56:29 || Estimated Time: 9:11:24
2023-08-07 02:07:01,771 semantic_segmentation INFO: Iters: 130630/150000 || Lr: 0.003169 || Task Loss: 0.1608 || KD Loss: 0.0221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:56:46 || Estimated Time: 9:11:07
2023-08-07 02:07:18,566 semantic_segmentation INFO: Iters: 130640/150000 || Lr: 0.003168 || Task Loss: 0.1917 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:57:03 || Estimated Time: 9:10:50
2023-08-07 02:07:35,426 semantic_segmentation INFO: Iters: 130650/150000 || Lr: 0.003167 || Task Loss: 0.2607 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:57:19 || Estimated Time: 9:10:33
2023-08-07 02:07:52,276 semantic_segmentation INFO: Iters: 130660/150000 || Lr: 0.003165 || Task Loss: 0.1104 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:57:36 || Estimated Time: 9:10:16
2023-08-07 02:08:09,074 semantic_segmentation INFO: Iters: 130670/150000 || Lr: 0.003164 || Task Loss: 0.2245 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:57:53 || Estimated Time: 9:09:59
2023-08-07 02:08:25,885 semantic_segmentation INFO: Iters: 130680/150000 || Lr: 0.003162 || Task Loss: 0.1868 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:58:10 || Estimated Time: 9:09:42
2023-08-07 02:08:42,639 semantic_segmentation INFO: Iters: 130690/150000 || Lr: 0.003161 || Task Loss: 0.1648 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:58:27 || Estimated Time: 9:09:24
2023-08-07 02:08:59,444 semantic_segmentation INFO: Iters: 130700/150000 || Lr: 0.003159 || Task Loss: 0.1897 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:58:43 || Estimated Time: 9:09:07
2023-08-07 02:09:16,455 semantic_segmentation INFO: Iters: 130710/150000 || Lr: 0.003158 || Task Loss: 0.1946 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:59:00 || Estimated Time: 9:08:50
2023-08-07 02:09:33,296 semantic_segmentation INFO: Iters: 130720/150000 || Lr: 0.003156 || Task Loss: 0.1616 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:59:17 || Estimated Time: 9:08:33
2023-08-07 02:09:50,059 semantic_segmentation INFO: Iters: 130730/150000 || Lr: 0.003155 || Task Loss: 0.3082 || KD Loss: 0.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:59:34 || Estimated Time: 9:08:16
2023-08-07 02:10:06,820 semantic_segmentation INFO: Iters: 130740/150000 || Lr: 0.003153 || Task Loss: 0.2143 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 13:59:51 || Estimated Time: 9:07:59
2023-08-07 02:10:23,540 semantic_segmentation INFO: Iters: 130750/150000 || Lr: 0.003152 || Task Loss: 0.3263 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:00:08 || Estimated Time: 9:07:42
2023-08-07 02:10:40,332 semantic_segmentation INFO: Iters: 130760/150000 || Lr: 0.003150 || Task Loss: 0.1693 || KD Loss: 0.0701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:00:24 || Estimated Time: 9:07:25
2023-08-07 02:10:57,070 semantic_segmentation INFO: Iters: 130770/150000 || Lr: 0.003149 || Task Loss: 0.2857 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:00:41 || Estimated Time: 9:07:08
2023-08-07 02:11:13,862 semantic_segmentation INFO: Iters: 130780/150000 || Lr: 0.003147 || Task Loss: 0.1868 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:00:58 || Estimated Time: 9:06:50
2023-08-07 02:11:30,648 semantic_segmentation INFO: Iters: 130790/150000 || Lr: 0.003146 || Task Loss: 0.1656 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:01:15 || Estimated Time: 9:06:33
2023-08-07 02:11:47,382 semantic_segmentation INFO: Iters: 130800/150000 || Lr: 0.003144 || Task Loss: 0.1259 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:01:31 || Estimated Time: 9:06:16
2023-08-07 02:12:04,049 semantic_segmentation INFO: Iters: 130810/150000 || Lr: 0.003143 || Task Loss: 0.1831 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:01:48 || Estimated Time: 9:05:59
2023-08-07 02:12:20,829 semantic_segmentation INFO: Iters: 130820/150000 || Lr: 0.003141 || Task Loss: 0.1583 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:02:05 || Estimated Time: 9:05:42
2023-08-07 02:12:37,555 semantic_segmentation INFO: Iters: 130830/150000 || Lr: 0.003140 || Task Loss: 0.2098 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:02:22 || Estimated Time: 9:05:25
2023-08-07 02:12:54,279 semantic_segmentation INFO: Iters: 130840/150000 || Lr: 0.003139 || Task Loss: 0.2525 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:02:38 || Estimated Time: 9:05:08
2023-08-07 02:13:10,996 semantic_segmentation INFO: Iters: 130850/150000 || Lr: 0.003137 || Task Loss: 0.1724 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:02:55 || Estimated Time: 9:04:51
2023-08-07 02:13:27,745 semantic_segmentation INFO: Iters: 130860/150000 || Lr: 0.003136 || Task Loss: 0.1853 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:03:12 || Estimated Time: 9:04:33
2023-08-07 02:13:44,483 semantic_segmentation INFO: Iters: 130870/150000 || Lr: 0.003134 || Task Loss: 0.1876 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:03:29 || Estimated Time: 9:04:16
2023-08-07 02:14:01,180 semantic_segmentation INFO: Iters: 130880/150000 || Lr: 0.003133 || Task Loss: 0.2527 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:03:45 || Estimated Time: 9:03:59
2023-08-07 02:14:17,977 semantic_segmentation INFO: Iters: 130890/150000 || Lr: 0.003131 || Task Loss: 0.1314 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:04:02 || Estimated Time: 9:03:42
2023-08-07 02:14:34,694 semantic_segmentation INFO: Iters: 130900/150000 || Lr: 0.003130 || Task Loss: 0.1992 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:04:19 || Estimated Time: 9:03:25
2023-08-07 02:14:51,485 semantic_segmentation INFO: Iters: 130910/150000 || Lr: 0.003128 || Task Loss: 0.1487 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:04:36 || Estimated Time: 9:03:08
2023-08-07 02:15:08,202 semantic_segmentation INFO: Iters: 130920/150000 || Lr: 0.003127 || Task Loss: 0.1787 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:04:52 || Estimated Time: 9:02:51
2023-08-07 02:15:25,005 semantic_segmentation INFO: Iters: 130930/150000 || Lr: 0.003125 || Task Loss: 0.2293 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:05:09 || Estimated Time: 9:02:34
2023-08-07 02:15:41,751 semantic_segmentation INFO: Iters: 130940/150000 || Lr: 0.003124 || Task Loss: 0.1768 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:05:26 || Estimated Time: 9:02:17
2023-08-07 02:15:58,500 semantic_segmentation INFO: Iters: 130950/150000 || Lr: 0.003122 || Task Loss: 0.1268 || KD Loss: 0.0236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:05:43 || Estimated Time: 9:01:59
2023-08-07 02:16:15,318 semantic_segmentation INFO: Iters: 130960/150000 || Lr: 0.003121 || Task Loss: 0.2015 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:05:59 || Estimated Time: 9:01:42
2023-08-07 02:16:32,062 semantic_segmentation INFO: Iters: 130970/150000 || Lr: 0.003119 || Task Loss: 0.1956 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:06:16 || Estimated Time: 9:01:25
2023-08-07 02:16:48,784 semantic_segmentation INFO: Iters: 130980/150000 || Lr: 0.003118 || Task Loss: 0.3054 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:01:08
2023-08-07 02:17:05,526 semantic_segmentation INFO: Iters: 130990/150000 || Lr: 0.003116 || Task Loss: 0.2547 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:06:50 || Estimated Time: 9:00:51
2023-08-07 02:17:22,419 semantic_segmentation INFO: Iters: 131000/150000 || Lr: 0.003115 || Task Loss: 0.1317 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:00:34
2023-08-07 02:17:39,199 semantic_segmentation INFO: Iters: 131010/150000 || Lr: 0.003113 || Task Loss: 0.1041 || KD Loss: 0.0257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 9:00:17
2023-08-07 02:17:56,059 semantic_segmentation INFO: Iters: 131020/150000 || Lr: 0.003112 || Task Loss: 0.1754 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:07:40 || Estimated Time: 9:00:00
2023-08-07 02:18:12,893 semantic_segmentation INFO: Iters: 131030/150000 || Lr: 0.003110 || Task Loss: 0.1830 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:07:57 || Estimated Time: 8:59:43
2023-08-07 02:18:29,797 semantic_segmentation INFO: Iters: 131040/150000 || Lr: 0.003109 || Task Loss: 0.1371 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:08:14 || Estimated Time: 8:59:25
2023-08-07 02:18:46,666 semantic_segmentation INFO: Iters: 131050/150000 || Lr: 0.003108 || Task Loss: 0.2659 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:08:31 || Estimated Time: 8:59:08
2023-08-07 02:19:03,481 semantic_segmentation INFO: Iters: 131060/150000 || Lr: 0.003106 || Task Loss: 0.2023 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:08:48 || Estimated Time: 8:58:51
2023-08-07 02:19:20,400 semantic_segmentation INFO: Iters: 131070/150000 || Lr: 0.003105 || Task Loss: 0.1735 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:09:04 || Estimated Time: 8:58:34
2023-08-07 02:19:37,316 semantic_segmentation INFO: Iters: 131080/150000 || Lr: 0.003103 || Task Loss: 0.1449 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:09:21 || Estimated Time: 8:58:17
2023-08-07 02:19:54,188 semantic_segmentation INFO: Iters: 131090/150000 || Lr: 0.003102 || Task Loss: 0.2448 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:09:38 || Estimated Time: 8:58:00
2023-08-07 02:20:11,049 semantic_segmentation INFO: Iters: 131100/150000 || Lr: 0.003100 || Task Loss: 0.1982 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:09:55 || Estimated Time: 8:57:43
2023-08-07 02:20:27,868 semantic_segmentation INFO: Iters: 131110/150000 || Lr: 0.003099 || Task Loss: 0.1862 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:10:12 || Estimated Time: 8:57:26
2023-08-07 02:20:44,704 semantic_segmentation INFO: Iters: 131120/150000 || Lr: 0.003097 || Task Loss: 0.1953 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:10:29 || Estimated Time: 8:57:09
2023-08-07 02:21:01,510 semantic_segmentation INFO: Iters: 131130/150000 || Lr: 0.003096 || Task Loss: 0.1973 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:10:46 || Estimated Time: 8:56:52
2023-08-07 02:21:18,495 semantic_segmentation INFO: Iters: 131140/150000 || Lr: 0.003094 || Task Loss: 0.1888 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:11:03 || Estimated Time: 8:56:34
2023-08-07 02:21:35,282 semantic_segmentation INFO: Iters: 131150/150000 || Lr: 0.003093 || Task Loss: 0.1502 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:11:19 || Estimated Time: 8:56:17
2023-08-07 02:21:52,077 semantic_segmentation INFO: Iters: 131160/150000 || Lr: 0.003091 || Task Loss: 0.1396 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:11:36 || Estimated Time: 8:56:00
2023-08-07 02:22:08,890 semantic_segmentation INFO: Iters: 131170/150000 || Lr: 0.003090 || Task Loss: 0.2295 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:11:53 || Estimated Time: 8:55:43
2023-08-07 02:22:25,676 semantic_segmentation INFO: Iters: 131180/150000 || Lr: 0.003088 || Task Loss: 0.1587 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:12:10 || Estimated Time: 8:55:26
2023-08-07 02:22:42,450 semantic_segmentation INFO: Iters: 131190/150000 || Lr: 0.003087 || Task Loss: 0.1552 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:12:26 || Estimated Time: 8:55:09
2023-08-07 02:22:59,238 semantic_segmentation INFO: Iters: 131200/150000 || Lr: 0.003085 || Task Loss: 0.2919 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:12:43 || Estimated Time: 8:54:52
2023-08-07 02:22:59,316 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 02:23:00,208 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.414
2023-08-07 02:23:00,330 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.507
2023-08-07 02:23:00,449 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.526
2023-08-07 02:23:00,569 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.553
2023-08-07 02:23:00,688 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.546
2023-08-07 02:23:00,807 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.548
2023-08-07 02:23:00,930 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.552
2023-08-07 02:23:01,056 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.594
2023-08-07 02:23:01,178 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.645
2023-08-07 02:23:01,299 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.695
2023-08-07 02:23:01,418 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.698
2023-08-07 02:23:01,544 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.728
2023-08-07 02:23:01,675 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.733
2023-08-07 02:23:01,795 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.724
2023-08-07 02:23:01,915 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.721
2023-08-07 02:23:02,032 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.712
2023-08-07 02:23:02,149 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.715
2023-08-07 02:23:02,266 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.720
2023-08-07 02:23:02,388 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.730
2023-08-07 02:23:02,512 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.738
2023-08-07 02:23:02,635 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.739
2023-08-07 02:23:02,755 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.731
2023-08-07 02:23:02,872 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.729
2023-08-07 02:23:02,995 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.734
2023-08-07 02:23:03,121 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 02:23:03,244 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 02:23:03,365 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-07 02:23:03,483 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-07 02:23:03,606 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-07 02:23:03,733 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-07 02:23:03,855 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-07 02:23:03,976 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-07 02:23:04,093 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-07 02:23:04,220 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-07 02:23:04,349 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-07 02:23:04,470 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-07 02:23:04,590 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.726
2023-08-07 02:23:04,711 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-07 02:23:04,833 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.729
2023-08-07 02:23:04,960 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-07 02:23:05,084 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-07 02:23:05,207 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-07 02:23:05,328 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.731
2023-08-07 02:23:05,451 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-07 02:23:05,576 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.732
2023-08-07 02:23:05,700 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.732
2023-08-07 02:23:05,820 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.733
2023-08-07 02:23:05,938 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.732
2023-08-07 02:23:06,063 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.733
2023-08-07 02:23:06,191 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-07 02:23:06,314 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-07 02:23:06,437 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-07 02:23:06,557 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-07 02:23:06,682 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-07 02:23:06,804 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-07 02:23:06,929 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-07 02:23:07,053 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 02:23:07,174 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-07 02:23:07,297 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:07,425 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-07 02:23:07,553 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 02:23:07,675 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 02:23:07,795 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 02:23:07,919 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 02:23:08,042 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-07 02:23:08,165 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-07 02:23:08,286 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-07 02:23:08,407 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-07 02:23:08,530 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-07 02:23:08,653 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-07 02:23:08,777 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-07 02:23:08,899 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 02:23:09,020 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 02:23:09,144 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 02:23:09,270 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 02:23:09,396 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 02:23:09,518 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 02:23:09,637 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 02:23:09,758 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-07 02:23:09,881 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-07 02:23:10,004 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-07 02:23:10,125 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-07 02:23:10,243 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-07 02:23:10,370 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-07 02:23:10,501 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 02:23:10,625 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 02:23:10,754 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-07 02:23:10,881 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-07 02:23:11,001 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-07 02:23:11,120 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-07 02:23:11,238 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.752
2023-08-07 02:23:11,355 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-07 02:23:11,473 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-07 02:23:11,599 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 02:23:11,730 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 02:23:11,851 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 02:23:11,974 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 02:23:12,095 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 02:23:12,214 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-07 02:23:12,336 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 02:23:12,454 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-07 02:23:12,572 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-07 02:23:12,690 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-07 02:23:12,817 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-07 02:23:12,950 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-07 02:23:13,071 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-07 02:23:13,192 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-07 02:23:13,313 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-07 02:23:13,435 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 02:23:13,560 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 02:23:13,685 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 02:23:13,810 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-07 02:23:13,931 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-07 02:23:14,051 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-07 02:23:14,175 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 02:23:14,297 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 02:23:14,417 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 02:23:14,534 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 02:23:14,660 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-07 02:23:14,794 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-07 02:23:14,914 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-07 02:23:15,037 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 02:23:15,158 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 02:23:15,278 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.763
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2023-08-07 02:23:39,796 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-07 02:23:39,915 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-07 02:23:40,035 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-07 02:23:40,155 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-07 02:23:40,282 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-07 02:23:40,410 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-07 02:23:40,538 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-07 02:23:40,664 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-07 02:23:40,791 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-07 02:23:40,919 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-07 02:23:41,044 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-07 02:23:41,169 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-07 02:23:41,293 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-07 02:23:41,418 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-07 02:23:41,543 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-07 02:23:41,667 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-07 02:23:41,786 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-07 02:23:41,911 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-07 02:23:42,041 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-07 02:23:42,167 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-07 02:23:42,293 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-07 02:23:42,419 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-07 02:23:42,542 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-07 02:23:42,668 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-07 02:23:42,795 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-07 02:23:42,922 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 02:23:43,049 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 02:23:43,174 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 02:23:43,298 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 02:23:43,420 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:43,545 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:43,673 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:43,797 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:43,921 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:44,041 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:44,163 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:44,288 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:44,411 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:44,531 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:44,650 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:44,776 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:44,907 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:23:45,030 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 02:23:45,154 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 02:23:45,276 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 02:23:45,396 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:45,517 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:45,639 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 02:23:45,758 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 02:23:45,876 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:46,003 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:46,133 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:46,258 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:46,384 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:46,507 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:46,626 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:46,745 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:46,864 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 02:23:46,984 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 02:23:47,105 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 02:23:47,233 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 02:23:47,366 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 02:23:47,491 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 02:23:47,619 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 02:23:47,744 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 02:23:47,870 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 02:23:47,995 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 02:23:48,120 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 02:23:48,246 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 02:23:48,373 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:48,499 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:48,629 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:48,754 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:48,874 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:48,996 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:49,118 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:49,238 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:49,357 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:49,484 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:49,619 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:49,744 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 02:23:49,873 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 02:23:49,999 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 02:23:50,122 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 02:23:50,247 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 02:23:50,369 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 02:23:50,489 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 02:23:50,610 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 02:23:50,737 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 02:23:50,865 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 02:23:50,989 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 02:23:51,112 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 02:23:51,236 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 02:23:51,360 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 02:23:51,484 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:51,605 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:51,729 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:51,857 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:51,980 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:52,103 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:52,223 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:52,348 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:52,474 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:52,599 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:52,722 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:52,841 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:52,963 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:53,089 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:53,214 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:53,338 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:53,456 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:53,580 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:53,706 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:53,832 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:53,953 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:54,071 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:54,198 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 02:23:54,325 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:54,450 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:54,574 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:54,692 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:54,815 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:54,939 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:55,061 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:55,183 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:55,301 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:55,426 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:55,554 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:55,678 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:55,800 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:55,918 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 02:23:56,042 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:23:56,165 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:23:56,287 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:23:56,408 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:23:56,525 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:23:56,646 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:23:56,777 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:23:56,901 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:23:57,024 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:23:57,145 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:57,266 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:57,388 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:57,510 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:57,630 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:57,750 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:57,877 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:58,010 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:58,130 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:58,255 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:23:58,379 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:23:58,495 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:23:58,614 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:23:58,736 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:23:58,859 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:23:58,980 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:23:59,105 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:23:59,236 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:23:59,362 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:23:59,488 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:23:59,610 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:23:59,732 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 02:23:59,852 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:23:59,971 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:24:00,090 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:24:00,209 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:24:00,339 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:24:00,473 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:24:00,596 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:24:00,719 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:24:00,841 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:24:00,964 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:24:01,088 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:24:01,211 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:24:01,331 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:24:01,449 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:24:01,574 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:24:18,496 semantic_segmentation INFO: Iters: 131210/150000 || Lr: 0.003084 || Task Loss: 0.2976 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:14:03 || Estimated Time: 8:54:44
2023-08-07 02:24:35,250 semantic_segmentation INFO: Iters: 131220/150000 || Lr: 0.003082 || Task Loss: 0.1305 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:14:19 || Estimated Time: 8:54:27
2023-08-07 02:24:52,022 semantic_segmentation INFO: Iters: 131230/150000 || Lr: 0.003081 || Task Loss: 0.2520 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:14:36 || Estimated Time: 8:54:09
2023-08-07 02:25:08,816 semantic_segmentation INFO: Iters: 131240/150000 || Lr: 0.003079 || Task Loss: 0.1631 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:14:53 || Estimated Time: 8:53:52
2023-08-07 02:25:25,573 semantic_segmentation INFO: Iters: 131250/150000 || Lr: 0.003078 || Task Loss: 0.2736 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:15:10 || Estimated Time: 8:53:35
2023-08-07 02:25:42,354 semantic_segmentation INFO: Iters: 131260/150000 || Lr: 0.003077 || Task Loss: 0.1728 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:15:26 || Estimated Time: 8:53:18
2023-08-07 02:25:59,149 semantic_segmentation INFO: Iters: 131270/150000 || Lr: 0.003075 || Task Loss: 0.2072 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:15:43 || Estimated Time: 8:53:01
2023-08-07 02:26:15,838 semantic_segmentation INFO: Iters: 131280/150000 || Lr: 0.003074 || Task Loss: 0.1223 || KD Loss: 0.0273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:16:00 || Estimated Time: 8:52:44
2023-08-07 02:26:32,583 semantic_segmentation INFO: Iters: 131290/150000 || Lr: 0.003072 || Task Loss: 0.2255 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:16:17 || Estimated Time: 8:52:27
2023-08-07 02:26:49,257 semantic_segmentation INFO: Iters: 131300/150000 || Lr: 0.003071 || Task Loss: 0.1914 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:16:33 || Estimated Time: 8:52:10
2023-08-07 02:27:06,024 semantic_segmentation INFO: Iters: 131310/150000 || Lr: 0.003069 || Task Loss: 0.1999 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:16:50 || Estimated Time: 8:51:52
2023-08-07 02:27:22,765 semantic_segmentation INFO: Iters: 131320/150000 || Lr: 0.003068 || Task Loss: 0.1639 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:17:07 || Estimated Time: 8:51:35
2023-08-07 02:27:39,496 semantic_segmentation INFO: Iters: 131330/150000 || Lr: 0.003066 || Task Loss: 0.1375 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:17:24 || Estimated Time: 8:51:18
2023-08-07 02:27:56,164 semantic_segmentation INFO: Iters: 131340/150000 || Lr: 0.003065 || Task Loss: 0.1809 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:17:40 || Estimated Time: 8:51:01
2023-08-07 02:28:12,971 semantic_segmentation INFO: Iters: 131350/150000 || Lr: 0.003063 || Task Loss: 0.2437 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:17:57 || Estimated Time: 8:50:44
2023-08-07 02:28:29,750 semantic_segmentation INFO: Iters: 131360/150000 || Lr: 0.003062 || Task Loss: 0.2373 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:18:14 || Estimated Time: 8:50:27
2023-08-07 02:28:46,454 semantic_segmentation INFO: Iters: 131370/150000 || Lr: 0.003060 || Task Loss: 0.1453 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:18:30 || Estimated Time: 8:50:10
2023-08-07 02:29:03,168 semantic_segmentation INFO: Iters: 131380/150000 || Lr: 0.003059 || Task Loss: 0.2099 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:18:47 || Estimated Time: 8:49:53
2023-08-07 02:29:19,852 semantic_segmentation INFO: Iters: 131390/150000 || Lr: 0.003057 || Task Loss: 0.3334 || KD Loss: 0.1375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:19:04 || Estimated Time: 8:49:35
2023-08-07 02:29:36,560 semantic_segmentation INFO: Iters: 131400/150000 || Lr: 0.003056 || Task Loss: 0.4137 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:19:21 || Estimated Time: 8:49:18
2023-08-07 02:29:53,281 semantic_segmentation INFO: Iters: 131410/150000 || Lr: 0.003054 || Task Loss: 0.1266 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:19:37 || Estimated Time: 8:49:01
2023-08-07 02:30:10,154 semantic_segmentation INFO: Iters: 131420/150000 || Lr: 0.003053 || Task Loss: 0.2447 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:19:54 || Estimated Time: 8:48:44
2023-08-07 02:30:27,167 semantic_segmentation INFO: Iters: 131430/150000 || Lr: 0.003051 || Task Loss: 0.1520 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:20:11 || Estimated Time: 8:48:27
2023-08-07 02:30:44,077 semantic_segmentation INFO: Iters: 131440/150000 || Lr: 0.003050 || Task Loss: 0.1790 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:20:28 || Estimated Time: 8:48:10
2023-08-07 02:31:00,817 semantic_segmentation INFO: Iters: 131450/150000 || Lr: 0.003048 || Task Loss: 0.2622 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:20:45 || Estimated Time: 8:47:53
2023-08-07 02:31:17,491 semantic_segmentation INFO: Iters: 131460/150000 || Lr: 0.003047 || Task Loss: 0.2359 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:21:02 || Estimated Time: 8:47:36
2023-08-07 02:31:34,249 semantic_segmentation INFO: Iters: 131470/150000 || Lr: 0.003045 || Task Loss: 0.1490 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:21:18 || Estimated Time: 8:47:19
2023-08-07 02:31:50,913 semantic_segmentation INFO: Iters: 131480/150000 || Lr: 0.003044 || Task Loss: 0.1751 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:21:35 || Estimated Time: 8:47:01
2023-08-07 02:32:07,641 semantic_segmentation INFO: Iters: 131490/150000 || Lr: 0.003043 || Task Loss: 0.2056 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:21:52 || Estimated Time: 8:46:44
2023-08-07 02:32:24,332 semantic_segmentation INFO: Iters: 131500/150000 || Lr: 0.003041 || Task Loss: 0.1762 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:22:08 || Estimated Time: 8:46:27
2023-08-07 02:32:41,034 semantic_segmentation INFO: Iters: 131510/150000 || Lr: 0.003040 || Task Loss: 0.2043 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:22:25 || Estimated Time: 8:46:10
2023-08-07 02:32:57,818 semantic_segmentation INFO: Iters: 131520/150000 || Lr: 0.003038 || Task Loss: 0.1946 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:22:42 || Estimated Time: 8:45:53
2023-08-07 02:33:14,551 semantic_segmentation INFO: Iters: 131530/150000 || Lr: 0.003037 || Task Loss: 0.2408 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:22:59 || Estimated Time: 8:45:36
2023-08-07 02:33:31,264 semantic_segmentation INFO: Iters: 131540/150000 || Lr: 0.003035 || Task Loss: 0.3827 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:23:15 || Estimated Time: 8:45:19
2023-08-07 02:33:48,106 semantic_segmentation INFO: Iters: 131550/150000 || Lr: 0.003034 || Task Loss: 0.3309 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:23:32 || Estimated Time: 8:45:02
2023-08-07 02:34:04,915 semantic_segmentation INFO: Iters: 131560/150000 || Lr: 0.003032 || Task Loss: 0.1850 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:23:49 || Estimated Time: 8:44:44
2023-08-07 02:34:21,732 semantic_segmentation INFO: Iters: 131570/150000 || Lr: 0.003031 || Task Loss: 0.2761 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:24:06 || Estimated Time: 8:44:27
2023-08-07 02:34:38,553 semantic_segmentation INFO: Iters: 131580/150000 || Lr: 0.003029 || Task Loss: 0.1546 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:24:23 || Estimated Time: 8:44:10
2023-08-07 02:34:55,360 semantic_segmentation INFO: Iters: 131590/150000 || Lr: 0.003028 || Task Loss: 0.2765 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:24:39 || Estimated Time: 8:43:53
2023-08-07 02:35:12,221 semantic_segmentation INFO: Iters: 131600/150000 || Lr: 0.003026 || Task Loss: 0.1209 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:24:56 || Estimated Time: 8:43:36
2023-08-07 02:35:29,070 semantic_segmentation INFO: Iters: 131610/150000 || Lr: 0.003025 || Task Loss: 0.1668 || KD Loss: 0.0598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:25:13 || Estimated Time: 8:43:19
2023-08-07 02:35:45,963 semantic_segmentation INFO: Iters: 131620/150000 || Lr: 0.003023 || Task Loss: 0.1956 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:25:30 || Estimated Time: 8:43:02
2023-08-07 02:36:02,802 semantic_segmentation INFO: Iters: 131630/150000 || Lr: 0.003022 || Task Loss: 0.2314 || KD Loss: 0.0610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:25:47 || Estimated Time: 8:42:45
2023-08-07 02:36:19,605 semantic_segmentation INFO: Iters: 131640/150000 || Lr: 0.003020 || Task Loss: 0.2604 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:26:04 || Estimated Time: 8:42:28
2023-08-07 02:36:36,414 semantic_segmentation INFO: Iters: 131650/150000 || Lr: 0.003019 || Task Loss: 0.1758 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:26:20 || Estimated Time: 8:42:10
2023-08-07 02:36:53,241 semantic_segmentation INFO: Iters: 131660/150000 || Lr: 0.003017 || Task Loss: 0.2348 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:26:37 || Estimated Time: 8:41:53
2023-08-07 02:37:10,022 semantic_segmentation INFO: Iters: 131670/150000 || Lr: 0.003016 || Task Loss: 0.1902 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:26:54 || Estimated Time: 8:41:36
2023-08-07 02:37:26,810 semantic_segmentation INFO: Iters: 131680/150000 || Lr: 0.003014 || Task Loss: 0.2001 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:27:11 || Estimated Time: 8:41:19
2023-08-07 02:37:43,532 semantic_segmentation INFO: Iters: 131690/150000 || Lr: 0.003013 || Task Loss: 0.2024 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:27:28 || Estimated Time: 8:41:02
2023-08-07 02:38:00,363 semantic_segmentation INFO: Iters: 131700/150000 || Lr: 0.003011 || Task Loss: 0.1306 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:27:44 || Estimated Time: 8:40:45
2023-08-07 02:38:17,080 semantic_segmentation INFO: Iters: 131710/150000 || Lr: 0.003010 || Task Loss: 0.1794 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:28:01 || Estimated Time: 8:40:28
2023-08-07 02:38:33,874 semantic_segmentation INFO: Iters: 131720/150000 || Lr: 0.003008 || Task Loss: 0.3884 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:28:18 || Estimated Time: 8:40:11
2023-08-07 02:38:50,550 semantic_segmentation INFO: Iters: 131730/150000 || Lr: 0.003007 || Task Loss: 0.2726 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:28:35 || Estimated Time: 8:39:54
2023-08-07 02:39:07,329 semantic_segmentation INFO: Iters: 131740/150000 || Lr: 0.003006 || Task Loss: 0.2518 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:28:51 || Estimated Time: 8:39:36
2023-08-07 02:39:24,105 semantic_segmentation INFO: Iters: 131750/150000 || Lr: 0.003004 || Task Loss: 0.1625 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:29:08 || Estimated Time: 8:39:19
2023-08-07 02:39:40,907 semantic_segmentation INFO: Iters: 131760/150000 || Lr: 0.003003 || Task Loss: 0.1403 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:29:25 || Estimated Time: 8:39:02
2023-08-07 02:39:57,676 semantic_segmentation INFO: Iters: 131770/150000 || Lr: 0.003001 || Task Loss: 0.1639 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:29:42 || Estimated Time: 8:38:45
2023-08-07 02:40:14,752 semantic_segmentation INFO: Iters: 131780/150000 || Lr: 0.003000 || Task Loss: 0.3334 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:29:59 || Estimated Time: 8:38:28
2023-08-07 02:40:31,580 semantic_segmentation INFO: Iters: 131790/150000 || Lr: 0.002998 || Task Loss: 0.3004 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:30:16 || Estimated Time: 8:38:11
2023-08-07 02:40:48,289 semantic_segmentation INFO: Iters: 131800/150000 || Lr: 0.002997 || Task Loss: 0.1953 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:30:32 || Estimated Time: 8:37:54
2023-08-07 02:41:05,088 semantic_segmentation INFO: Iters: 131810/150000 || Lr: 0.002995 || Task Loss: 0.1756 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:30:49 || Estimated Time: 8:37:37
2023-08-07 02:41:21,797 semantic_segmentation INFO: Iters: 131820/150000 || Lr: 0.002994 || Task Loss: 0.1453 || KD Loss: 0.0252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:31:06 || Estimated Time: 8:37:20
2023-08-07 02:41:38,536 semantic_segmentation INFO: Iters: 131830/150000 || Lr: 0.002992 || Task Loss: 0.1469 || KD Loss: 0.0591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:31:23 || Estimated Time: 8:37:02
2023-08-07 02:41:55,220 semantic_segmentation INFO: Iters: 131840/150000 || Lr: 0.002991 || Task Loss: 0.2908 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:31:39 || Estimated Time: 8:36:45
2023-08-07 02:42:11,996 semantic_segmentation INFO: Iters: 131850/150000 || Lr: 0.002989 || Task Loss: 0.1864 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:31:56 || Estimated Time: 8:36:28
2023-08-07 02:42:28,793 semantic_segmentation INFO: Iters: 131860/150000 || Lr: 0.002988 || Task Loss: 0.1966 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:32:13 || Estimated Time: 8:36:11
2023-08-07 02:42:45,581 semantic_segmentation INFO: Iters: 131870/150000 || Lr: 0.002986 || Task Loss: 0.1719 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:32:30 || Estimated Time: 8:35:54
2023-08-07 02:43:02,238 semantic_segmentation INFO: Iters: 131880/150000 || Lr: 0.002985 || Task Loss: 0.1269 || KD Loss: 0.0233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:32:46 || Estimated Time: 8:35:37
2023-08-07 02:43:19,020 semantic_segmentation INFO: Iters: 131890/150000 || Lr: 0.002983 || Task Loss: 0.1957 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:33:03 || Estimated Time: 8:35:20
2023-08-07 02:43:35,775 semantic_segmentation INFO: Iters: 131900/150000 || Lr: 0.002982 || Task Loss: 0.2796 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:33:20 || Estimated Time: 8:35:03
2023-08-07 02:43:52,480 semantic_segmentation INFO: Iters: 131910/150000 || Lr: 0.002980 || Task Loss: 0.2509 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:33:37 || Estimated Time: 8:34:45
2023-08-07 02:44:09,202 semantic_segmentation INFO: Iters: 131920/150000 || Lr: 0.002979 || Task Loss: 0.2463 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:33:53 || Estimated Time: 8:34:28
2023-08-07 02:44:26,153 semantic_segmentation INFO: Iters: 131930/150000 || Lr: 0.002977 || Task Loss: 0.1910 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:34:10 || Estimated Time: 8:34:11
2023-08-07 02:44:42,931 semantic_segmentation INFO: Iters: 131940/150000 || Lr: 0.002976 || Task Loss: 0.1964 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:34:27 || Estimated Time: 8:33:54
2023-08-07 02:44:59,726 semantic_segmentation INFO: Iters: 131950/150000 || Lr: 0.002974 || Task Loss: 0.2397 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:34:44 || Estimated Time: 8:33:37
2023-08-07 02:45:16,436 semantic_segmentation INFO: Iters: 131960/150000 || Lr: 0.002973 || Task Loss: 0.2474 || KD Loss: 0.0697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:35:00 || Estimated Time: 8:33:20
2023-08-07 02:45:33,175 semantic_segmentation INFO: Iters: 131970/150000 || Lr: 0.002971 || Task Loss: 0.1347 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:35:17 || Estimated Time: 8:33:03
2023-08-07 02:45:49,955 semantic_segmentation INFO: Iters: 131980/150000 || Lr: 0.002970 || Task Loss: 0.2586 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:35:34 || Estimated Time: 8:32:46
2023-08-07 02:46:06,713 semantic_segmentation INFO: Iters: 131990/150000 || Lr: 0.002968 || Task Loss: 0.2009 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:35:51 || Estimated Time: 8:32:29
2023-08-07 02:46:23,487 semantic_segmentation INFO: Iters: 132000/150000 || Lr: 0.002967 || Task Loss: 0.1521 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:36:08 || Estimated Time: 8:32:11
2023-08-07 02:46:23,568 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 02:46:24,316 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.416
2023-08-07 02:46:24,470 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.512
2023-08-07 02:46:24,591 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.521
2023-08-07 02:46:24,709 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.546
2023-08-07 02:46:24,834 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.540
2023-08-07 02:46:24,964 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.542
2023-08-07 02:46:25,086 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.560
2023-08-07 02:46:25,207 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.603
2023-08-07 02:46:25,326 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.654
2023-08-07 02:46:25,449 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.703
2023-08-07 02:46:25,576 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.710
2023-08-07 02:46:25,699 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.738
2023-08-07 02:46:25,819 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.746
2023-08-07 02:46:25,939 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.735
2023-08-07 02:46:26,065 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.718
2023-08-07 02:46:26,192 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.709
2023-08-07 02:46:26,316 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.711
2023-08-07 02:46:26,439 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.713
2023-08-07 02:46:26,560 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.720
2023-08-07 02:46:26,683 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.728
2023-08-07 02:46:26,809 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.731
2023-08-07 02:46:26,933 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.744
2023-08-07 02:46:27,054 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-07 02:46:27,173 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 02:46:27,298 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 02:46:27,425 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 02:46:27,549 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-07 02:46:27,668 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 02:46:27,788 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 02:46:27,913 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-07 02:46:28,038 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-07 02:46:28,163 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 02:46:28,286 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-07 02:46:28,407 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-07 02:46:28,529 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-07 02:46:28,647 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-07 02:46:28,766 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-07 02:46:28,884 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-07 02:46:29,003 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.737
2023-08-07 02:46:29,122 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-07 02:46:29,243 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-07 02:46:29,368 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-07 02:46:29,493 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.740
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2023-08-07 02:46:29,736 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.740
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2023-08-07 02:46:29,979 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-07 02:46:30,102 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-07 02:46:30,223 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-07 02:46:30,348 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.746
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2023-08-07 02:46:30,596 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-07 02:46:30,716 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 02:46:30,833 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 02:46:30,957 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 02:46:31,085 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 02:46:31,207 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 02:46:31,325 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 02:46:31,442 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 02:46:31,559 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-07 02:46:31,676 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 02:46:31,800 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 02:46:31,929 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 02:46:32,052 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 02:46:32,176 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 02:46:32,297 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 02:46:32,417 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 02:46:32,539 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 02:46:32,658 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-07 02:46:32,777 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-07 02:46:32,896 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 02:46:33,025 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-07 02:46:33,160 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.761
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2023-08-07 02:46:34,015 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.762
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2023-08-07 02:46:34,644 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.756
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2023-08-07 02:46:35,020 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.756
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2023-08-07 02:46:35,763 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.764
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2023-08-07 02:46:36,137 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.765
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2023-08-07 02:46:38,114 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.763
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2023-08-07 02:47:18,416 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 02:47:18,539 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:47:18,662 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:18,781 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:18,904 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:47:19,028 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:47:19,150 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:19,269 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:19,388 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:19,515 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:19,645 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:47:19,768 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:47:19,890 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 02:47:20,010 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:20,131 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:20,253 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:20,375 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:20,495 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:20,611 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:20,739 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 02:47:20,872 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:20,997 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:21,123 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:21,248 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:21,371 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:21,494 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:21,617 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:21,741 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:21,868 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:21,988 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:22,107 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:22,229 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 02:47:22,350 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:22,467 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:22,596 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:22,728 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:22,852 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:22,978 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:23,103 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:23,228 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:23,355 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:23,480 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:23,605 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:23,733 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:23,856 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 02:47:23,979 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:24,099 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:24,223 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:24,351 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:24,478 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:24,602 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:24,722 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:24,842 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:24,963 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:25,084 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:25,204 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:25,321 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:25,448 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:25,580 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 02:47:42,668 semantic_segmentation INFO: Iters: 132010/150000 || Lr: 0.002965 || Task Loss: 0.2022 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:37:27 || Estimated Time: 8:32:03
2023-08-07 02:47:59,393 semantic_segmentation INFO: Iters: 132020/150000 || Lr: 0.002964 || Task Loss: 0.2401 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:37:43 || Estimated Time: 8:31:46
2023-08-07 02:48:16,135 semantic_segmentation INFO: Iters: 132030/150000 || Lr: 0.002963 || Task Loss: 0.2541 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:38:00 || Estimated Time: 8:31:29
2023-08-07 02:48:32,917 semantic_segmentation INFO: Iters: 132040/150000 || Lr: 0.002961 || Task Loss: 0.3114 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:38:17 || Estimated Time: 8:31:11
2023-08-07 02:48:49,736 semantic_segmentation INFO: Iters: 132050/150000 || Lr: 0.002960 || Task Loss: 0.1292 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:38:34 || Estimated Time: 8:30:54
2023-08-07 02:49:06,462 semantic_segmentation INFO: Iters: 132060/150000 || Lr: 0.002958 || Task Loss: 0.2906 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:38:51 || Estimated Time: 8:30:37
2023-08-07 02:49:23,303 semantic_segmentation INFO: Iters: 132070/150000 || Lr: 0.002957 || Task Loss: 0.2494 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:39:07 || Estimated Time: 8:30:20
2023-08-07 02:49:40,094 semantic_segmentation INFO: Iters: 132080/150000 || Lr: 0.002955 || Task Loss: 0.2171 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:39:24 || Estimated Time: 8:30:03
2023-08-07 02:49:56,938 semantic_segmentation INFO: Iters: 132090/150000 || Lr: 0.002954 || Task Loss: 0.1467 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:39:41 || Estimated Time: 8:29:46
2023-08-07 02:50:13,880 semantic_segmentation INFO: Iters: 132100/150000 || Lr: 0.002952 || Task Loss: 0.1467 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:39:58 || Estimated Time: 8:29:29
2023-08-07 02:50:30,747 semantic_segmentation INFO: Iters: 132110/150000 || Lr: 0.002951 || Task Loss: 0.2162 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:40:15 || Estimated Time: 8:29:12
2023-08-07 02:50:47,589 semantic_segmentation INFO: Iters: 132120/150000 || Lr: 0.002949 || Task Loss: 0.1800 || KD Loss: 0.0273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:40:32 || Estimated Time: 8:28:55
2023-08-07 02:51:04,461 semantic_segmentation INFO: Iters: 132130/150000 || Lr: 0.002948 || Task Loss: 0.1642 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:40:48 || Estimated Time: 8:28:37
2023-08-07 02:51:21,276 semantic_segmentation INFO: Iters: 132140/150000 || Lr: 0.002946 || Task Loss: 0.1217 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:41:05 || Estimated Time: 8:28:20
2023-08-07 02:51:38,119 semantic_segmentation INFO: Iters: 132150/150000 || Lr: 0.002945 || Task Loss: 0.1925 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:41:22 || Estimated Time: 8:28:03
2023-08-07 02:51:54,990 semantic_segmentation INFO: Iters: 132160/150000 || Lr: 0.002943 || Task Loss: 0.2077 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:41:39 || Estimated Time: 8:27:46
2023-08-07 02:52:11,812 semantic_segmentation INFO: Iters: 132170/150000 || Lr: 0.002942 || Task Loss: 0.1733 || KD Loss: 0.0241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:41:56 || Estimated Time: 8:27:29
2023-08-07 02:52:28,644 semantic_segmentation INFO: Iters: 132180/150000 || Lr: 0.002940 || Task Loss: 0.1408 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:42:13 || Estimated Time: 8:27:12
2023-08-07 02:52:45,453 semantic_segmentation INFO: Iters: 132190/150000 || Lr: 0.002939 || Task Loss: 0.1353 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:42:29 || Estimated Time: 8:26:55
2023-08-07 02:53:02,224 semantic_segmentation INFO: Iters: 132200/150000 || Lr: 0.002937 || Task Loss: 0.1815 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:42:46 || Estimated Time: 8:26:38
2023-08-07 02:53:19,040 semantic_segmentation INFO: Iters: 132210/150000 || Lr: 0.002936 || Task Loss: 0.1720 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:43:03 || Estimated Time: 8:26:21
2023-08-07 02:53:35,878 semantic_segmentation INFO: Iters: 132220/150000 || Lr: 0.002934 || Task Loss: 0.2429 || KD Loss: 0.0548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:43:20 || Estimated Time: 8:26:03
2023-08-07 02:53:52,626 semantic_segmentation INFO: Iters: 132230/150000 || Lr: 0.002933 || Task Loss: 0.2063 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:43:37 || Estimated Time: 8:25:46
2023-08-07 02:54:09,405 semantic_segmentation INFO: Iters: 132240/150000 || Lr: 0.002931 || Task Loss: 0.1559 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:43:53 || Estimated Time: 8:25:29
2023-08-07 02:54:26,196 semantic_segmentation INFO: Iters: 132250/150000 || Lr: 0.002930 || Task Loss: 0.2419 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:44:10 || Estimated Time: 8:25:12
2023-08-07 02:54:43,000 semantic_segmentation INFO: Iters: 132260/150000 || Lr: 0.002928 || Task Loss: 0.1754 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:44:27 || Estimated Time: 8:24:55
2023-08-07 02:54:59,993 semantic_segmentation INFO: Iters: 132270/150000 || Lr: 0.002927 || Task Loss: 0.1726 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:44:44 || Estimated Time: 8:24:38
2023-08-07 02:55:16,982 semantic_segmentation INFO: Iters: 132280/150000 || Lr: 0.002925 || Task Loss: 0.2675 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:45:01 || Estimated Time: 8:24:21
2023-08-07 02:55:33,866 semantic_segmentation INFO: Iters: 132290/150000 || Lr: 0.002924 || Task Loss: 0.1865 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:45:18 || Estimated Time: 8:24:04
2023-08-07 02:55:50,631 semantic_segmentation INFO: Iters: 132300/150000 || Lr: 0.002922 || Task Loss: 0.2986 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:45:35 || Estimated Time: 8:23:47
2023-08-07 02:56:07,372 semantic_segmentation INFO: Iters: 132310/150000 || Lr: 0.002921 || Task Loss: 0.2085 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:45:51 || Estimated Time: 8:23:29
2023-08-07 02:56:24,172 semantic_segmentation INFO: Iters: 132320/150000 || Lr: 0.002919 || Task Loss: 0.2195 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:46:08 || Estimated Time: 8:23:12
2023-08-07 02:56:40,937 semantic_segmentation INFO: Iters: 132330/150000 || Lr: 0.002918 || Task Loss: 0.2375 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:46:25 || Estimated Time: 8:22:55
2023-08-07 02:56:57,651 semantic_segmentation INFO: Iters: 132340/150000 || Lr: 0.002916 || Task Loss: 0.1469 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:46:42 || Estimated Time: 8:22:38
2023-08-07 02:57:14,390 semantic_segmentation INFO: Iters: 132350/150000 || Lr: 0.002915 || Task Loss: 0.1409 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:46:58 || Estimated Time: 8:22:21
2023-08-07 02:57:31,156 semantic_segmentation INFO: Iters: 132360/150000 || Lr: 0.002914 || Task Loss: 0.2432 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:47:15 || Estimated Time: 8:22:04
2023-08-07 02:57:47,923 semantic_segmentation INFO: Iters: 132370/150000 || Lr: 0.002912 || Task Loss: 0.1801 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:47:32 || Estimated Time: 8:21:47
2023-08-07 02:58:04,685 semantic_segmentation INFO: Iters: 132380/150000 || Lr: 0.002911 || Task Loss: 0.1839 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:47:49 || Estimated Time: 8:21:30
2023-08-07 02:58:21,508 semantic_segmentation INFO: Iters: 132390/150000 || Lr: 0.002909 || Task Loss: 0.2861 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:48:06 || Estimated Time: 8:21:13
2023-08-07 02:58:38,301 semantic_segmentation INFO: Iters: 132400/150000 || Lr: 0.002908 || Task Loss: 0.1322 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:48:22 || Estimated Time: 8:20:55
2023-08-07 02:58:55,011 semantic_segmentation INFO: Iters: 132410/150000 || Lr: 0.002906 || Task Loss: 0.2278 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:48:39 || Estimated Time: 8:20:38
2023-08-07 02:59:11,727 semantic_segmentation INFO: Iters: 132420/150000 || Lr: 0.002905 || Task Loss: 0.1792 || KD Loss: 0.0739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:48:56 || Estimated Time: 8:20:21
2023-08-07 02:59:28,475 semantic_segmentation INFO: Iters: 132430/150000 || Lr: 0.002903 || Task Loss: 0.1613 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:49:13 || Estimated Time: 8:20:04
2023-08-07 02:59:45,268 semantic_segmentation INFO: Iters: 132440/150000 || Lr: 0.002902 || Task Loss: 0.1673 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:49:29 || Estimated Time: 8:19:47
2023-08-07 03:00:01,947 semantic_segmentation INFO: Iters: 132450/150000 || Lr: 0.002900 || Task Loss: 0.1348 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:49:46 || Estimated Time: 8:19:30
2023-08-07 03:00:18,723 semantic_segmentation INFO: Iters: 132460/150000 || Lr: 0.002899 || Task Loss: 0.2181 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:50:03 || Estimated Time: 8:19:13
2023-08-07 03:00:35,402 semantic_segmentation INFO: Iters: 132470/150000 || Lr: 0.002897 || Task Loss: 0.2087 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:50:19 || Estimated Time: 8:18:56
2023-08-07 03:00:52,178 semantic_segmentation INFO: Iters: 132480/150000 || Lr: 0.002896 || Task Loss: 0.2049 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:50:36 || Estimated Time: 8:18:38
2023-08-07 03:01:08,981 semantic_segmentation INFO: Iters: 132490/150000 || Lr: 0.002894 || Task Loss: 0.1846 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:50:53 || Estimated Time: 8:18:21
2023-08-07 03:01:25,754 semantic_segmentation INFO: Iters: 132500/150000 || Lr: 0.002893 || Task Loss: 0.2459 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:51:10 || Estimated Time: 8:18:04
2023-08-07 03:01:42,472 semantic_segmentation INFO: Iters: 132510/150000 || Lr: 0.002891 || Task Loss: 0.1334 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:51:27 || Estimated Time: 8:17:47
2023-08-07 03:01:59,165 semantic_segmentation INFO: Iters: 132520/150000 || Lr: 0.002890 || Task Loss: 0.2271 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:51:43 || Estimated Time: 8:17:30
2023-08-07 03:02:15,862 semantic_segmentation INFO: Iters: 132530/150000 || Lr: 0.002888 || Task Loss: 0.2444 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:52:00 || Estimated Time: 8:17:13
2023-08-07 03:02:32,654 semantic_segmentation INFO: Iters: 132540/150000 || Lr: 0.002887 || Task Loss: 0.3008 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:52:17 || Estimated Time: 8:16:56
2023-08-07 03:02:49,314 semantic_segmentation INFO: Iters: 132550/150000 || Lr: 0.002885 || Task Loss: 0.1240 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:52:33 || Estimated Time: 8:16:39
2023-08-07 03:03:06,070 semantic_segmentation INFO: Iters: 132560/150000 || Lr: 0.002884 || Task Loss: 0.1528 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:52:50 || Estimated Time: 8:16:21
2023-08-07 03:03:22,856 semantic_segmentation INFO: Iters: 132570/150000 || Lr: 0.002882 || Task Loss: 0.2036 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:53:07 || Estimated Time: 8:16:04
2023-08-07 03:03:39,624 semantic_segmentation INFO: Iters: 132580/150000 || Lr: 0.002881 || Task Loss: 0.2351 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:53:24 || Estimated Time: 8:15:47
2023-08-07 03:03:56,346 semantic_segmentation INFO: Iters: 132590/150000 || Lr: 0.002879 || Task Loss: 0.1653 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:53:40 || Estimated Time: 8:15:30
2023-08-07 03:04:13,122 semantic_segmentation INFO: Iters: 132600/150000 || Lr: 0.002878 || Task Loss: 0.1412 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:53:57 || Estimated Time: 8:15:13
2023-08-07 03:04:29,867 semantic_segmentation INFO: Iters: 132610/150000 || Lr: 0.002876 || Task Loss: 0.1999 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:54:14 || Estimated Time: 8:14:56
2023-08-07 03:04:46,626 semantic_segmentation INFO: Iters: 132620/150000 || Lr: 0.002875 || Task Loss: 0.2072 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:54:31 || Estimated Time: 8:14:39
2023-08-07 03:05:03,404 semantic_segmentation INFO: Iters: 132630/150000 || Lr: 0.002873 || Task Loss: 0.1606 || KD Loss: 0.0256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:54:47 || Estimated Time: 8:14:22
2023-08-07 03:05:20,109 semantic_segmentation INFO: Iters: 132640/150000 || Lr: 0.002872 || Task Loss: 0.2456 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:55:04 || Estimated Time: 8:14:04
2023-08-07 03:05:37,132 semantic_segmentation INFO: Iters: 132650/150000 || Lr: 0.002870 || Task Loss: 0.1715 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:55:21 || Estimated Time: 8:13:47
2023-08-07 03:05:53,912 semantic_segmentation INFO: Iters: 132660/150000 || Lr: 0.002869 || Task Loss: 0.1503 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:55:38 || Estimated Time: 8:13:30
2023-08-07 03:06:10,727 semantic_segmentation INFO: Iters: 132670/150000 || Lr: 0.002867 || Task Loss: 0.1604 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:55:55 || Estimated Time: 8:13:13
2023-08-07 03:06:27,526 semantic_segmentation INFO: Iters: 132680/150000 || Lr: 0.002866 || Task Loss: 0.1415 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:56:12 || Estimated Time: 8:12:56
2023-08-07 03:06:44,352 semantic_segmentation INFO: Iters: 132690/150000 || Lr: 0.002864 || Task Loss: 0.2141 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:56:28 || Estimated Time: 8:12:39
2023-08-07 03:07:01,233 semantic_segmentation INFO: Iters: 132700/150000 || Lr: 0.002863 || Task Loss: 0.1669 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:56:45 || Estimated Time: 8:12:22
2023-08-07 03:07:18,078 semantic_segmentation INFO: Iters: 132710/150000 || Lr: 0.002861 || Task Loss: 0.2281 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:57:02 || Estimated Time: 8:12:05
2023-08-07 03:07:34,938 semantic_segmentation INFO: Iters: 132720/150000 || Lr: 0.002860 || Task Loss: 0.2320 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:57:19 || Estimated Time: 8:11:48
2023-08-07 03:07:51,771 semantic_segmentation INFO: Iters: 132730/150000 || Lr: 0.002858 || Task Loss: 0.1848 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:57:36 || Estimated Time: 8:11:31
2023-08-07 03:08:08,615 semantic_segmentation INFO: Iters: 132740/150000 || Lr: 0.002857 || Task Loss: 0.1777 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:57:53 || Estimated Time: 8:11:13
2023-08-07 03:08:25,463 semantic_segmentation INFO: Iters: 132750/150000 || Lr: 0.002855 || Task Loss: 0.2694 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:58:10 || Estimated Time: 8:10:56
2023-08-07 03:08:42,374 semantic_segmentation INFO: Iters: 132760/150000 || Lr: 0.002854 || Task Loss: 0.1837 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:58:26 || Estimated Time: 8:10:39
2023-08-07 03:08:59,184 semantic_segmentation INFO: Iters: 132770/150000 || Lr: 0.002853 || Task Loss: 0.1624 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:58:43 || Estimated Time: 8:10:22
2023-08-07 03:09:16,045 semantic_segmentation INFO: Iters: 132780/150000 || Lr: 0.002851 || Task Loss: 0.1677 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:59:00 || Estimated Time: 8:10:05
2023-08-07 03:09:32,834 semantic_segmentation INFO: Iters: 132790/150000 || Lr: 0.002850 || Task Loss: 0.0997 || KD Loss: 0.0223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:59:17 || Estimated Time: 8:09:48
2023-08-07 03:09:49,633 semantic_segmentation INFO: Iters: 132800/150000 || Lr: 0.002848 || Task Loss: 0.1867 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:59:34 || Estimated Time: 8:09:31
2023-08-07 03:09:49,712 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 03:09:50,608 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-07 03:09:50,733 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.512
2023-08-07 03:09:50,851 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.529
2023-08-07 03:09:50,972 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.554
2023-08-07 03:09:51,097 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.556
2023-08-07 03:09:51,219 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.559
2023-08-07 03:09:51,341 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.571
2023-08-07 03:09:51,463 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.606
2023-08-07 03:09:51,583 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.655
2023-08-07 03:09:51,707 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.710
2023-08-07 03:09:51,830 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.714
2023-08-07 03:09:51,951 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.744
2023-08-07 03:09:52,072 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.749
2023-08-07 03:09:52,195 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.740
2023-08-07 03:09:52,323 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.738
2023-08-07 03:09:52,443 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.731
2023-08-07 03:09:52,564 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.733
2023-08-07 03:09:52,682 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.736
2023-08-07 03:09:52,809 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.743
2023-08-07 03:09:52,942 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.750
2023-08-07 03:09:53,060 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.750
2023-08-07 03:09:53,180 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.746
2023-08-07 03:09:53,298 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.742
2023-08-07 03:09:53,419 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 03:09:53,539 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 03:09:53,660 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 03:09:53,783 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-07 03:09:53,908 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 03:09:54,032 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-07 03:09:54,155 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-07 03:09:54,276 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-07 03:09:54,396 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-07 03:09:54,517 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-07 03:09:54,642 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 03:09:54,769 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-07 03:09:54,887 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-07 03:09:55,005 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-07 03:09:55,124 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-07 03:09:55,242 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-07 03:09:55,361 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-07 03:09:55,487 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-07 03:09:55,615 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-07 03:09:55,737 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-07 03:09:55,858 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-07 03:09:55,977 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-07 03:09:56,098 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-07 03:09:56,222 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-07 03:09:56,347 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-07 03:09:56,465 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-07 03:09:56,583 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-07 03:09:56,710 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-07 03:09:56,840 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 03:09:56,961 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 03:09:57,082 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 03:09:57,202 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 03:09:57,324 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 03:09:57,448 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 03:09:57,573 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 03:09:57,696 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 03:09:57,819 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-07 03:09:57,943 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 03:09:58,067 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 03:09:58,190 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 03:09:58,310 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 03:09:58,430 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-07 03:09:58,557 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 03:09:58,689 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 03:09:58,814 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 03:09:58,943 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 03:09:59,070 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 03:09:59,190 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 03:09:59,312 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 03:09:59,431 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 03:09:59,552 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 03:09:59,670 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 03:09:59,795 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 03:09:59,919 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 03:10:00,042 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 03:10:00,164 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-07 03:10:00,283 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 03:10:00,407 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 03:10:00,533 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 03:10:00,659 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 03:10:00,782 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-07 03:10:00,906 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 03:10:01,026 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 03:10:01,149 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 03:10:01,272 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 03:10:01,394 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 03:10:01,513 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-07 03:10:01,638 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-07 03:10:01,764 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 03:10:01,885 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 03:10:02,004 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:02,122 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:02,244 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:02,369 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 03:10:02,492 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:02,613 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 03:10:02,732 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 03:10:02,855 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-07 03:10:02,982 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:03,105 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:03,226 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:03,345 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:03,470 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-07 03:10:03,596 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:03,719 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:03,841 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:03,960 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:04,082 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-07 03:10:04,207 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:04,331 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-07 03:10:04,453 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-07 03:10:04,571 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-07 03:10:04,696 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-07 03:10:04,825 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-07 03:10:04,946 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-07 03:10:05,068 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-07 03:10:05,186 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-07 03:10:05,311 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-07 03:10:05,439 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 03:10:05,562 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-07 03:10:05,684 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 03:10:05,803 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-07 03:10:05,924 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 03:10:06,047 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 03:10:06,170 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 03:10:06,293 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-07 03:10:06,412 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 03:10:06,540 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 03:10:06,673 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 03:10:06,793 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 03:10:06,917 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 03:10:07,038 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:07,158 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:07,277 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:07,400 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 03:10:07,519 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:07,636 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 03:10:07,757 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 03:10:07,880 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 03:10:08,003 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:08,128 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:08,252 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:08,374 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 03:10:08,496 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:08,619 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:08,742 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:08,862 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 03:10:08,988 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:09,119 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:09,241 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 03:10:09,361 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 03:10:09,479 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:09,599 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:09,719 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:09,847 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:10:09,974 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.950, mIoU: 0.765
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2023-08-07 03:10:34,569 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 03:10:34,690 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 03:10:34,811 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 03:10:34,932 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 03:10:35,051 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 03:10:35,170 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 03:10:35,288 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 03:10:35,409 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-07 03:10:35,530 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 03:10:35,658 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 03:10:35,787 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-07 03:10:35,911 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 03:10:36,031 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 03:10:36,151 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 03:10:36,272 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 03:10:36,392 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 03:10:36,512 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 03:10:36,636 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 03:10:36,763 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 03:10:36,888 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 03:10:37,013 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 03:10:37,136 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 03:10:37,258 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 03:10:37,382 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 03:10:37,503 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 03:10:37,625 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 03:10:37,743 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 03:10:37,862 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 03:10:37,981 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 03:10:38,108 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 03:10:38,236 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-07 03:10:38,360 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:38,483 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:38,607 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:38,732 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:38,856 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:38,976 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:39,104 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:39,233 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:39,356 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:39,480 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:10:39,602 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:39,722 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:39,842 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:39,965 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:40,088 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:40,206 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:40,331 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:40,460 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:40,584 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:40,707 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:40,829 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:40,949 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:41,072 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:41,192 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:41,313 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:41,431 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 03:10:41,559 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:41,693 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:41,814 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:41,935 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:42,055 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:42,179 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:42,307 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:42,433 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:42,557 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 03:10:42,676 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:42,798 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:42,921 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:43,041 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:43,160 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:43,278 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:43,406 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:43,539 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:43,660 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:43,785 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:43,908 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:44,028 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:44,148 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:44,268 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 03:10:44,388 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 03:10:44,507 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:44,632 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:44,763 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:44,887 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:45,011 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:45,133 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 03:10:45,253 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 03:10:45,373 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 03:10:45,492 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 03:10:45,610 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 03:10:45,729 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 03:10:45,857 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 03:10:45,992 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 03:10:46,113 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 03:10:46,233 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 03:10:46,352 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 03:10:46,476 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 03:10:46,606 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 03:10:46,729 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 03:10:46,852 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 03:10:46,968 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:47,091 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 03:10:47,217 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:47,341 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:47,462 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:47,580 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:47,707 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:47,838 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:47,961 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:48,085 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:48,205 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:48,327 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:48,448 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:48,570 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:48,690 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:48,804 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:48,930 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:49,060 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:49,183 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:49,307 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:49,427 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:49,550 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:49,676 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:49,797 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:49,916 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:50,033 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 03:10:50,162 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 03:10:50,296 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 03:10:50,419 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 03:10:50,541 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 03:10:50,661 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 03:10:50,782 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 03:10:50,904 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 03:10:51,026 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 03:10:51,146 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 03:10:51,265 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 03:10:51,392 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 03:10:51,526 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 03:10:51,647 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 03:10:51,772 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 03:10:51,894 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 03:11:09,096 semantic_segmentation INFO: Iters: 132810/150000 || Lr: 0.002847 || Task Loss: 0.1769 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:00:53 || Estimated Time: 8:09:22
2023-08-07 03:11:25,891 semantic_segmentation INFO: Iters: 132820/150000 || Lr: 0.002845 || Task Loss: 0.2696 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:01:10 || Estimated Time: 8:09:05
2023-08-07 03:11:42,695 semantic_segmentation INFO: Iters: 132830/150000 || Lr: 0.002844 || Task Loss: 0.1973 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:01:27 || Estimated Time: 8:08:48
2023-08-07 03:11:59,478 semantic_segmentation INFO: Iters: 132840/150000 || Lr: 0.002842 || Task Loss: 0.1649 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:01:44 || Estimated Time: 8:08:30
2023-08-07 03:12:16,283 semantic_segmentation INFO: Iters: 132850/150000 || Lr: 0.002841 || Task Loss: 0.1466 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:02:00 || Estimated Time: 8:08:13
2023-08-07 03:12:33,046 semantic_segmentation INFO: Iters: 132860/150000 || Lr: 0.002839 || Task Loss: 0.2226 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:02:17 || Estimated Time: 8:07:56
2023-08-07 03:12:49,770 semantic_segmentation INFO: Iters: 132870/150000 || Lr: 0.002838 || Task Loss: 0.1691 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:02:34 || Estimated Time: 8:07:39
2023-08-07 03:13:06,491 semantic_segmentation INFO: Iters: 132880/150000 || Lr: 0.002836 || Task Loss: 0.1655 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:02:51 || Estimated Time: 8:07:22
2023-08-07 03:13:23,267 semantic_segmentation INFO: Iters: 132890/150000 || Lr: 0.002835 || Task Loss: 0.2237 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:03:07 || Estimated Time: 8:07:05
2023-08-07 03:13:40,030 semantic_segmentation INFO: Iters: 132900/150000 || Lr: 0.002833 || Task Loss: 0.1135 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:03:24 || Estimated Time: 8:06:48
2023-08-07 03:13:56,791 semantic_segmentation INFO: Iters: 132910/150000 || Lr: 0.002832 || Task Loss: 0.1610 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:03:41 || Estimated Time: 8:06:31
2023-08-07 03:14:13,545 semantic_segmentation INFO: Iters: 132920/150000 || Lr: 0.002830 || Task Loss: 0.2217 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:03:58 || Estimated Time: 8:06:13
2023-08-07 03:14:30,255 semantic_segmentation INFO: Iters: 132930/150000 || Lr: 0.002829 || Task Loss: 0.2035 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:04:14 || Estimated Time: 8:05:56
2023-08-07 03:14:46,997 semantic_segmentation INFO: Iters: 132940/150000 || Lr: 0.002827 || Task Loss: 0.2166 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:04:31 || Estimated Time: 8:05:39
2023-08-07 03:15:03,700 semantic_segmentation INFO: Iters: 132950/150000 || Lr: 0.002826 || Task Loss: 0.2343 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:04:48 || Estimated Time: 8:05:22
2023-08-07 03:15:20,449 semantic_segmentation INFO: Iters: 132960/150000 || Lr: 0.002824 || Task Loss: 0.2159 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:05:04 || Estimated Time: 8:05:05
2023-08-07 03:15:37,128 semantic_segmentation INFO: Iters: 132970/150000 || Lr: 0.002823 || Task Loss: 0.1529 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:05:21 || Estimated Time: 8:04:48
2023-08-07 03:15:53,825 semantic_segmentation INFO: Iters: 132980/150000 || Lr: 0.002821 || Task Loss: 0.2249 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:05:38 || Estimated Time: 8:04:31
2023-08-07 03:16:10,564 semantic_segmentation INFO: Iters: 132990/150000 || Lr: 0.002820 || Task Loss: 0.1601 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:05:55 || Estimated Time: 8:04:14
2023-08-07 03:16:27,354 semantic_segmentation INFO: Iters: 133000/150000 || Lr: 0.002818 || Task Loss: 0.2904 || KD Loss: 0.0633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:06:11 || Estimated Time: 8:03:56
2023-08-07 03:16:44,136 semantic_segmentation INFO: Iters: 133010/150000 || Lr: 0.002817 || Task Loss: 0.2707 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:06:28 || Estimated Time: 8:03:39
2023-08-07 03:17:00,941 semantic_segmentation INFO: Iters: 133020/150000 || Lr: 0.002815 || Task Loss: 0.2346 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:06:45 || Estimated Time: 8:03:22
2023-08-07 03:17:17,667 semantic_segmentation INFO: Iters: 133030/150000 || Lr: 0.002814 || Task Loss: 0.1714 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:07:02 || Estimated Time: 8:03:05
2023-08-07 03:17:34,465 semantic_segmentation INFO: Iters: 133040/150000 || Lr: 0.002812 || Task Loss: 0.1985 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:07:19 || Estimated Time: 8:02:48
2023-08-07 03:17:51,303 semantic_segmentation INFO: Iters: 133050/150000 || Lr: 0.002811 || Task Loss: 0.2730 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:07:35 || Estimated Time: 8:02:31
2023-08-07 03:18:08,169 semantic_segmentation INFO: Iters: 133060/150000 || Lr: 0.002809 || Task Loss: 0.1684 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:07:52 || Estimated Time: 8:02:14
2023-08-07 03:18:24,992 semantic_segmentation INFO: Iters: 133070/150000 || Lr: 0.002808 || Task Loss: 0.1940 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:08:09 || Estimated Time: 8:01:57
2023-08-07 03:18:41,843 semantic_segmentation INFO: Iters: 133080/150000 || Lr: 0.002806 || Task Loss: 0.1191 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:08:26 || Estimated Time: 8:01:40
2023-08-07 03:18:58,686 semantic_segmentation INFO: Iters: 133090/150000 || Lr: 0.002805 || Task Loss: 0.1430 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:08:43 || Estimated Time: 8:01:22
2023-08-07 03:19:15,485 semantic_segmentation INFO: Iters: 133100/150000 || Lr: 0.002803 || Task Loss: 0.3066 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:09:00 || Estimated Time: 8:01:05
2023-08-07 03:19:32,303 semantic_segmentation INFO: Iters: 133110/150000 || Lr: 0.002802 || Task Loss: 0.1672 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:09:16 || Estimated Time: 8:00:48
2023-08-07 03:19:49,308 semantic_segmentation INFO: Iters: 133120/150000 || Lr: 0.002800 || Task Loss: 0.3320 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:09:33 || Estimated Time: 8:00:31
2023-08-07 03:20:06,299 semantic_segmentation INFO: Iters: 133130/150000 || Lr: 0.002799 || Task Loss: 0.1905 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:09:50 || Estimated Time: 8:00:14
2023-08-07 03:20:23,209 semantic_segmentation INFO: Iters: 133140/150000 || Lr: 0.002797 || Task Loss: 0.1449 || KD Loss: 0.0226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:10:07 || Estimated Time: 7:59:57
2023-08-07 03:20:40,003 semantic_segmentation INFO: Iters: 133150/150000 || Lr: 0.002796 || Task Loss: 0.1458 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:10:24 || Estimated Time: 7:59:40
2023-08-07 03:20:56,777 semantic_segmentation INFO: Iters: 133160/150000 || Lr: 0.002794 || Task Loss: 0.1605 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:10:41 || Estimated Time: 7:59:23
2023-08-07 03:21:13,547 semantic_segmentation INFO: Iters: 133170/150000 || Lr: 0.002793 || Task Loss: 0.1572 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:10:58 || Estimated Time: 7:59:06
2023-08-07 03:21:30,306 semantic_segmentation INFO: Iters: 133180/150000 || Lr: 0.002791 || Task Loss: 0.1612 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:11:14 || Estimated Time: 7:58:48
2023-08-07 03:21:47,099 semantic_segmentation INFO: Iters: 133190/150000 || Lr: 0.002790 || Task Loss: 0.1559 || KD Loss: 0.0238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:11:31 || Estimated Time: 7:58:31
2023-08-07 03:22:03,866 semantic_segmentation INFO: Iters: 133200/150000 || Lr: 0.002788 || Task Loss: 0.1360 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:11:48 || Estimated Time: 7:58:14
2023-08-07 03:22:20,636 semantic_segmentation INFO: Iters: 133210/150000 || Lr: 0.002787 || Task Loss: 0.2021 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:12:05 || Estimated Time: 7:57:57
2023-08-07 03:22:37,407 semantic_segmentation INFO: Iters: 133220/150000 || Lr: 0.002785 || Task Loss: 0.1302 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:12:21 || Estimated Time: 7:57:40
2023-08-07 03:22:54,205 semantic_segmentation INFO: Iters: 133230/150000 || Lr: 0.002784 || Task Loss: 0.2397 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:12:38 || Estimated Time: 7:57:23
2023-08-07 03:23:10,897 semantic_segmentation INFO: Iters: 133240/150000 || Lr: 0.002782 || Task Loss: 0.1723 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:12:55 || Estimated Time: 7:57:06
2023-08-07 03:23:27,661 semantic_segmentation INFO: Iters: 133250/150000 || Lr: 0.002781 || Task Loss: 0.2614 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:13:12 || Estimated Time: 7:56:49
2023-08-07 03:23:44,449 semantic_segmentation INFO: Iters: 133260/150000 || Lr: 0.002779 || Task Loss: 0.3337 || KD Loss: 0.0600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:13:28 || Estimated Time: 7:56:31
2023-08-07 03:24:01,281 semantic_segmentation INFO: Iters: 133270/150000 || Lr: 0.002778 || Task Loss: 0.2075 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:13:45 || Estimated Time: 7:56:14
2023-08-07 03:24:18,101 semantic_segmentation INFO: Iters: 133280/150000 || Lr: 0.002776 || Task Loss: 0.1180 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:14:02 || Estimated Time: 7:55:57
2023-08-07 03:24:34,835 semantic_segmentation INFO: Iters: 133290/150000 || Lr: 0.002775 || Task Loss: 0.2816 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:14:19 || Estimated Time: 7:55:40
2023-08-07 03:24:51,584 semantic_segmentation INFO: Iters: 133300/150000 || Lr: 0.002773 || Task Loss: 0.2672 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:14:36 || Estimated Time: 7:55:23
2023-08-07 03:25:08,341 semantic_segmentation INFO: Iters: 133310/150000 || Lr: 0.002772 || Task Loss: 0.1254 || KD Loss: 0.0228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:14:52 || Estimated Time: 7:55:06
2023-08-07 03:25:25,091 semantic_segmentation INFO: Iters: 133320/150000 || Lr: 0.002770 || Task Loss: 0.2750 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:15:09 || Estimated Time: 7:54:49
2023-08-07 03:25:41,819 semantic_segmentation INFO: Iters: 133330/150000 || Lr: 0.002769 || Task Loss: 0.1494 || KD Loss: 0.0265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:15:26 || Estimated Time: 7:54:32
2023-08-07 03:25:58,585 semantic_segmentation INFO: Iters: 133340/150000 || Lr: 0.002767 || Task Loss: 0.1901 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:15:43 || Estimated Time: 7:54:15
2023-08-07 03:26:15,336 semantic_segmentation INFO: Iters: 133350/150000 || Lr: 0.002766 || Task Loss: 0.1209 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:15:59 || Estimated Time: 7:53:57
2023-08-07 03:26:32,111 semantic_segmentation INFO: Iters: 133360/150000 || Lr: 0.002764 || Task Loss: 0.1981 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:16:16 || Estimated Time: 7:53:40
2023-08-07 03:26:48,784 semantic_segmentation INFO: Iters: 133370/150000 || Lr: 0.002763 || Task Loss: 0.2281 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:16:33 || Estimated Time: 7:53:23
2023-08-07 03:27:05,503 semantic_segmentation INFO: Iters: 133380/150000 || Lr: 0.002761 || Task Loss: 0.2443 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:16:50 || Estimated Time: 7:53:06
2023-08-07 03:27:22,221 semantic_segmentation INFO: Iters: 133390/150000 || Lr: 0.002760 || Task Loss: 0.1713 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:17:06 || Estimated Time: 7:52:49
2023-08-07 03:27:38,975 semantic_segmentation INFO: Iters: 133400/150000 || Lr: 0.002758 || Task Loss: 0.1658 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:17:23 || Estimated Time: 7:52:32
2023-08-07 03:27:55,681 semantic_segmentation INFO: Iters: 133410/150000 || Lr: 0.002757 || Task Loss: 0.2083 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:17:40 || Estimated Time: 7:52:15
2023-08-07 03:28:12,414 semantic_segmentation INFO: Iters: 133420/150000 || Lr: 0.002755 || Task Loss: 0.2934 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:17:56 || Estimated Time: 7:51:58
2023-08-07 03:28:29,115 semantic_segmentation INFO: Iters: 133430/150000 || Lr: 0.002754 || Task Loss: 0.1765 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:18:13 || Estimated Time: 7:51:40
2023-08-07 03:28:45,868 semantic_segmentation INFO: Iters: 133440/150000 || Lr: 0.002752 || Task Loss: 0.3941 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:18:30 || Estimated Time: 7:51:23
2023-08-07 03:29:02,600 semantic_segmentation INFO: Iters: 133450/150000 || Lr: 0.002751 || Task Loss: 0.1830 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:18:47 || Estimated Time: 7:51:06
2023-08-07 03:29:19,346 semantic_segmentation INFO: Iters: 133460/150000 || Lr: 0.002749 || Task Loss: 0.1279 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:19:03 || Estimated Time: 7:50:49
2023-08-07 03:29:36,154 semantic_segmentation INFO: Iters: 133470/150000 || Lr: 0.002748 || Task Loss: 0.1797 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:19:20 || Estimated Time: 7:50:32
2023-08-07 03:29:52,888 semantic_segmentation INFO: Iters: 133480/150000 || Lr: 0.002747 || Task Loss: 0.0682 || KD Loss: 0.0216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:19:37 || Estimated Time: 7:50:15
2023-08-07 03:30:09,639 semantic_segmentation INFO: Iters: 133490/150000 || Lr: 0.002745 || Task Loss: 0.2183 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:19:54 || Estimated Time: 7:49:58
2023-08-07 03:30:26,411 semantic_segmentation INFO: Iters: 133500/150000 || Lr: 0.002744 || Task Loss: 0.1430 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:20:10 || Estimated Time: 7:49:41
2023-08-07 03:30:43,262 semantic_segmentation INFO: Iters: 133510/150000 || Lr: 0.002742 || Task Loss: 0.3251 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:20:27 || Estimated Time: 7:49:23
2023-08-07 03:31:00,058 semantic_segmentation INFO: Iters: 133520/150000 || Lr: 0.002741 || Task Loss: 0.1474 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:20:44 || Estimated Time: 7:49:06
2023-08-07 03:31:16,910 semantic_segmentation INFO: Iters: 133530/150000 || Lr: 0.002739 || Task Loss: 0.1657 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:21:01 || Estimated Time: 7:48:49
2023-08-07 03:31:33,795 semantic_segmentation INFO: Iters: 133540/150000 || Lr: 0.002738 || Task Loss: 0.2537 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:21:18 || Estimated Time: 7:48:32
2023-08-07 03:31:50,643 semantic_segmentation INFO: Iters: 133550/150000 || Lr: 0.002736 || Task Loss: 0.1458 || KD Loss: 0.0202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:21:35 || Estimated Time: 7:48:15
2023-08-07 03:32:07,500 semantic_segmentation INFO: Iters: 133560/150000 || Lr: 0.002735 || Task Loss: 0.1531 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:21:52 || Estimated Time: 7:47:58
2023-08-07 03:32:24,383 semantic_segmentation INFO: Iters: 133570/150000 || Lr: 0.002733 || Task Loss: 0.1959 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:22:08 || Estimated Time: 7:47:41
2023-08-07 03:32:41,204 semantic_segmentation INFO: Iters: 133580/150000 || Lr: 0.002732 || Task Loss: 0.0935 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:22:25 || Estimated Time: 7:47:24
2023-08-07 03:32:58,026 semantic_segmentation INFO: Iters: 133590/150000 || Lr: 0.002730 || Task Loss: 0.2172 || KD Loss: 0.0569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:22:42 || Estimated Time: 7:47:07
2023-08-07 03:33:14,771 semantic_segmentation INFO: Iters: 133600/150000 || Lr: 0.002729 || Task Loss: 0.2106 || KD Loss: 0.1214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:22:59 || Estimated Time: 7:46:49
2023-08-07 03:33:14,855 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 03:33:15,771 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.413
2023-08-07 03:33:15,897 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.509
2023-08-07 03:33:16,020 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.526
2023-08-07 03:33:16,143 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.550
2023-08-07 03:33:16,266 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.544
2023-08-07 03:33:16,388 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.546
2023-08-07 03:33:16,515 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.561
2023-08-07 03:33:16,641 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.602
2023-08-07 03:33:16,767 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.652
2023-08-07 03:33:16,893 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.700
2023-08-07 03:33:17,017 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.704
2023-08-07 03:33:17,140 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.733
2023-08-07 03:33:17,263 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.742
2023-08-07 03:33:17,386 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.735
2023-08-07 03:33:17,507 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.733
2023-08-07 03:33:17,629 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.724
2023-08-07 03:33:17,756 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.726
2023-08-07 03:33:17,883 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.730
2023-08-07 03:33:18,007 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.738
2023-08-07 03:33:18,130 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.746
2023-08-07 03:33:18,253 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.746
2023-08-07 03:33:18,376 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.744
2023-08-07 03:33:18,499 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-07 03:33:18,622 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-07 03:33:18,751 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 03:33:18,879 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 03:33:18,999 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 03:33:19,120 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 03:33:19,241 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 03:33:19,361 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 03:33:19,482 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 03:33:19,606 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-07 03:33:19,736 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 03:33:19,859 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 03:33:19,979 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 03:33:20,102 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-07 03:33:20,225 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-07 03:33:20,349 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-07 03:33:20,468 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-07 03:33:20,591 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-07 03:33:20,717 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 03:33:20,844 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 03:33:20,967 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 03:33:21,086 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-07 03:33:21,211 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 03:33:21,338 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 03:33:21,461 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-07 03:33:21,586 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-07 03:33:21,708 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-07 03:33:21,827 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 03:33:21,948 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 03:33:22,069 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:33:22,190 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 03:33:22,309 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 03:33:22,438 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 03:33:22,564 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 03:33:22,687 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-07 03:33:22,812 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 03:33:22,936 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 03:33:23,055 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 03:33:23,177 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 03:33:23,301 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 03:33:23,419 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 03:33:23,536 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.772
2023-08-07 03:33:23,663 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.774
2023-08-07 03:33:23,796 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-07 03:33:23,915 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.774
2023-08-07 03:33:24,035 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.776
2023-08-07 03:33:24,153 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.774
2023-08-07 03:33:24,276 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.774
2023-08-07 03:33:24,401 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.774
2023-08-07 03:33:24,525 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 03:33:24,648 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.768
2023-08-07 03:33:24,771 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.768
2023-08-07 03:33:24,893 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 03:33:25,016 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 03:33:25,138 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 03:33:25,265 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 03:33:25,382 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.768
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2023-08-07 03:33:26,121 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.762
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2023-08-07 03:33:26,983 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 03:33:27,103 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.771
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2023-08-07 03:33:28,065 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.772
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2023-08-07 03:33:28,929 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.770
2023-08-07 03:33:29,051 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.770
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2023-08-07 03:34:14,552 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:14,674 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:14,797 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:14,918 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:15,037 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:15,156 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:15,287 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:15,420 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:15,542 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:15,664 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:15,783 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 03:34:15,904 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 03:34:16,025 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:16,146 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:16,265 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:16,383 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:16,510 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:16,643 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:16,764 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:16,888 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:17,010 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:17,129 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 03:34:34,272 semantic_segmentation INFO: Iters: 133610/150000 || Lr: 0.002727 || Task Loss: 0.1994 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:46:40
2023-08-07 03:34:50,999 semantic_segmentation INFO: Iters: 133620/150000 || Lr: 0.002726 || Task Loss: 0.1216 || KD Loss: 0.0202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:46:23
2023-08-07 03:35:07,738 semantic_segmentation INFO: Iters: 133630/150000 || Lr: 0.002724 || Task Loss: 0.1750 || KD Loss: 0.0204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:46:06
2023-08-07 03:35:24,465 semantic_segmentation INFO: Iters: 133640/150000 || Lr: 0.002723 || Task Loss: 0.1835 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:45:49
2023-08-07 03:35:41,149 semantic_segmentation INFO: Iters: 133650/150000 || Lr: 0.002721 || Task Loss: 0.1829 || KD Loss: 0.0481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:45:32
2023-08-07 03:35:57,868 semantic_segmentation INFO: Iters: 133660/150000 || Lr: 0.002720 || Task Loss: 0.2727 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:45:14
2023-08-07 03:36:14,576 semantic_segmentation INFO: Iters: 133670/150000 || Lr: 0.002718 || Task Loss: 0.2119 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:44:57
2023-08-07 03:36:31,349 semantic_segmentation INFO: Iters: 133680/150000 || Lr: 0.002717 || Task Loss: 0.1948 || KD Loss: 0.1039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:26:15 || Estimated Time: 7:44:40
2023-08-07 03:36:48,005 semantic_segmentation INFO: Iters: 133690/150000 || Lr: 0.002715 || Task Loss: 0.1929 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:26:32 || Estimated Time: 7:44:23
2023-08-07 03:37:04,757 semantic_segmentation INFO: Iters: 133700/150000 || Lr: 0.002714 || Task Loss: 0.1374 || KD Loss: 0.0268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:26:49 || Estimated Time: 7:44:06
2023-08-07 03:37:21,516 semantic_segmentation INFO: Iters: 133710/150000 || Lr: 0.002712 || Task Loss: 0.1742 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:43:49
2023-08-07 03:37:38,225 semantic_segmentation INFO: Iters: 133720/150000 || Lr: 0.002711 || Task Loss: 0.2436 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:27:22 || Estimated Time: 7:43:32
2023-08-07 03:37:54,972 semantic_segmentation INFO: Iters: 133730/150000 || Lr: 0.002709 || Task Loss: 0.1738 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:27:39 || Estimated Time: 7:43:15
2023-08-07 03:38:11,713 semantic_segmentation INFO: Iters: 133740/150000 || Lr: 0.002708 || Task Loss: 0.2310 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:27:56 || Estimated Time: 7:42:57
2023-08-07 03:38:28,444 semantic_segmentation INFO: Iters: 133750/150000 || Lr: 0.002706 || Task Loss: 0.2538 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:28:12 || Estimated Time: 7:42:40
2023-08-07 03:38:45,151 semantic_segmentation INFO: Iters: 133760/150000 || Lr: 0.002705 || Task Loss: 0.1655 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:28:29 || Estimated Time: 7:42:23
2023-08-07 03:39:01,883 semantic_segmentation INFO: Iters: 133770/150000 || Lr: 0.002703 || Task Loss: 0.2022 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:28:46 || Estimated Time: 7:42:06
2023-08-07 03:39:18,600 semantic_segmentation INFO: Iters: 133780/150000 || Lr: 0.002702 || Task Loss: 0.1439 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:29:03 || Estimated Time: 7:41:49
2023-08-07 03:39:35,283 semantic_segmentation INFO: Iters: 133790/150000 || Lr: 0.002700 || Task Loss: 0.1914 || KD Loss: 0.0323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:29:19 || Estimated Time: 7:41:32
2023-08-07 03:39:52,045 semantic_segmentation INFO: Iters: 133800/150000 || Lr: 0.002699 || Task Loss: 0.2520 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:29:36 || Estimated Time: 7:41:15
2023-08-07 03:40:08,729 semantic_segmentation INFO: Iters: 133810/150000 || Lr: 0.002697 || Task Loss: 0.2042 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:29:53 || Estimated Time: 7:40:57
2023-08-07 03:40:25,442 semantic_segmentation INFO: Iters: 133820/150000 || Lr: 0.002696 || Task Loss: 0.1262 || KD Loss: 0.0232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:30:09 || Estimated Time: 7:40:40
2023-08-07 03:40:42,172 semantic_segmentation INFO: Iters: 133830/150000 || Lr: 0.002694 || Task Loss: 0.2363 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:30:26 || Estimated Time: 7:40:23
2023-08-07 03:40:58,887 semantic_segmentation INFO: Iters: 133840/150000 || Lr: 0.002693 || Task Loss: 0.1544 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:30:43 || Estimated Time: 7:40:06
2023-08-07 03:41:15,603 semantic_segmentation INFO: Iters: 133850/150000 || Lr: 0.002691 || Task Loss: 0.1110 || KD Loss: 0.0242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:31:00 || Estimated Time: 7:39:49
2023-08-07 03:41:32,317 semantic_segmentation INFO: Iters: 133860/150000 || Lr: 0.002690 || Task Loss: 0.1737 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:31:16 || Estimated Time: 7:39:32
2023-08-07 03:41:49,065 semantic_segmentation INFO: Iters: 133870/150000 || Lr: 0.002688 || Task Loss: 0.2871 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:31:33 || Estimated Time: 7:39:15
2023-08-07 03:42:06,185 semantic_segmentation INFO: Iters: 133880/150000 || Lr: 0.002687 || Task Loss: 0.1778 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:31:50 || Estimated Time: 7:38:58
2023-08-07 03:42:22,983 semantic_segmentation INFO: Iters: 133890/150000 || Lr: 0.002685 || Task Loss: 0.2018 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:32:07 || Estimated Time: 7:38:41
2023-08-07 03:42:39,750 semantic_segmentation INFO: Iters: 133900/150000 || Lr: 0.002684 || Task Loss: 0.1792 || KD Loss: 0.0269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:32:24 || Estimated Time: 7:38:23
2023-08-07 03:42:56,496 semantic_segmentation INFO: Iters: 133910/150000 || Lr: 0.002682 || Task Loss: 0.2025 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:32:41 || Estimated Time: 7:38:06
2023-08-07 03:43:13,347 semantic_segmentation INFO: Iters: 133920/150000 || Lr: 0.002681 || Task Loss: 0.1376 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:32:57 || Estimated Time: 7:37:49
2023-08-07 03:43:30,151 semantic_segmentation INFO: Iters: 133930/150000 || Lr: 0.002679 || Task Loss: 0.1385 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:33:14 || Estimated Time: 7:37:32
2023-08-07 03:43:46,974 semantic_segmentation INFO: Iters: 133940/150000 || Lr: 0.002678 || Task Loss: 0.2140 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:33:31 || Estimated Time: 7:37:15
2023-08-07 03:44:03,729 semantic_segmentation INFO: Iters: 133950/150000 || Lr: 0.002676 || Task Loss: 0.2177 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:33:48 || Estimated Time: 7:36:58
2023-08-07 03:44:20,578 semantic_segmentation INFO: Iters: 133960/150000 || Lr: 0.002675 || Task Loss: 0.2172 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:34:05 || Estimated Time: 7:36:41
2023-08-07 03:44:37,580 semantic_segmentation INFO: Iters: 133970/150000 || Lr: 0.002673 || Task Loss: 0.2235 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:34:22 || Estimated Time: 7:36:24
2023-08-07 03:44:54,576 semantic_segmentation INFO: Iters: 133980/150000 || Lr: 0.002672 || Task Loss: 0.2024 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:34:39 || Estimated Time: 7:36:07
2023-08-07 03:45:11,339 semantic_segmentation INFO: Iters: 133990/150000 || Lr: 0.002670 || Task Loss: 0.1219 || KD Loss: 0.0267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:34:55 || Estimated Time: 7:35:49
2023-08-07 03:45:28,114 semantic_segmentation INFO: Iters: 134000/150000 || Lr: 0.002669 || Task Loss: 0.1213 || KD Loss: 0.0211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:35:12 || Estimated Time: 7:35:32
2023-08-07 03:45:44,887 semantic_segmentation INFO: Iters: 134010/150000 || Lr: 0.002667 || Task Loss: 0.2046 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:35:29 || Estimated Time: 7:35:15
2023-08-07 03:46:01,619 semantic_segmentation INFO: Iters: 134020/150000 || Lr: 0.002666 || Task Loss: 0.1883 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:35:46 || Estimated Time: 7:34:58
2023-08-07 03:46:18,355 semantic_segmentation INFO: Iters: 134030/150000 || Lr: 0.002664 || Task Loss: 0.1678 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:36:02 || Estimated Time: 7:34:41
2023-08-07 03:46:35,132 semantic_segmentation INFO: Iters: 134040/150000 || Lr: 0.002663 || Task Loss: 0.1750 || KD Loss: 0.0251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:36:19 || Estimated Time: 7:34:24
2023-08-07 03:46:51,871 semantic_segmentation INFO: Iters: 134050/150000 || Lr: 0.002661 || Task Loss: 0.2074 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:36:36 || Estimated Time: 7:34:07
2023-08-07 03:47:08,598 semantic_segmentation INFO: Iters: 134060/150000 || Lr: 0.002660 || Task Loss: 0.1402 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:36:53 || Estimated Time: 7:33:50
2023-08-07 03:47:25,318 semantic_segmentation INFO: Iters: 134070/150000 || Lr: 0.002658 || Task Loss: 0.3695 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:37:09 || Estimated Time: 7:33:32
2023-08-07 03:47:42,103 semantic_segmentation INFO: Iters: 134080/150000 || Lr: 0.002657 || Task Loss: 0.1627 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:37:26 || Estimated Time: 7:33:15
2023-08-07 03:47:58,898 semantic_segmentation INFO: Iters: 134090/150000 || Lr: 0.002655 || Task Loss: 0.2914 || KD Loss: 0.0621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:37:43 || Estimated Time: 7:32:58
2023-08-07 03:48:15,636 semantic_segmentation INFO: Iters: 134100/150000 || Lr: 0.002654 || Task Loss: 0.1701 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:38:00 || Estimated Time: 7:32:41
2023-08-07 03:48:32,359 semantic_segmentation INFO: Iters: 134110/150000 || Lr: 0.002652 || Task Loss: 0.1521 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0517|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:38:16 || Estimated Time: 7:32:24
2023-08-07 03:48:49,090 semantic_segmentation INFO: Iters: 134120/150000 || Lr: 0.002651 || Task Loss: 0.1305 || KD Loss: 0.0240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:38:33 || Estimated Time: 7:32:07
2023-08-07 03:49:05,874 semantic_segmentation INFO: Iters: 134130/150000 || Lr: 0.002649 || Task Loss: 0.0984 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:38:50 || Estimated Time: 7:31:50
2023-08-07 03:49:22,610 semantic_segmentation INFO: Iters: 134140/150000 || Lr: 0.002648 || Task Loss: 0.2529 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:39:07 || Estimated Time: 7:31:33
2023-08-07 03:49:39,288 semantic_segmentation INFO: Iters: 134150/150000 || Lr: 0.002646 || Task Loss: 0.1862 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:39:23 || Estimated Time: 7:31:15
2023-08-07 03:49:56,054 semantic_segmentation INFO: Iters: 134160/150000 || Lr: 0.002645 || Task Loss: 0.1751 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:39:40 || Estimated Time: 7:30:58
2023-08-07 03:50:12,782 semantic_segmentation INFO: Iters: 134170/150000 || Lr: 0.002643 || Task Loss: 0.1927 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:39:57 || Estimated Time: 7:30:41
2023-08-07 03:50:29,521 semantic_segmentation INFO: Iters: 134180/150000 || Lr: 0.002642 || Task Loss: 0.1503 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:40:14 || Estimated Time: 7:30:24
2023-08-07 03:50:46,244 semantic_segmentation INFO: Iters: 134190/150000 || Lr: 0.002640 || Task Loss: 0.1284 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:40:30 || Estimated Time: 7:30:07
2023-08-07 03:51:02,971 semantic_segmentation INFO: Iters: 134200/150000 || Lr: 0.002639 || Task Loss: 0.2156 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:40:47 || Estimated Time: 7:29:50
2023-08-07 03:51:19,691 semantic_segmentation INFO: Iters: 134210/150000 || Lr: 0.002637 || Task Loss: 0.1489 || KD Loss: 0.0257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:41:04 || Estimated Time: 7:29:33
2023-08-07 03:51:36,417 semantic_segmentation INFO: Iters: 134220/150000 || Lr: 0.002636 || Task Loss: 0.1374 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:41:20 || Estimated Time: 7:29:16
2023-08-07 03:51:53,161 semantic_segmentation INFO: Iters: 134230/150000 || Lr: 0.002634 || Task Loss: 0.3152 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:41:37 || Estimated Time: 7:28:58
2023-08-07 03:52:09,851 semantic_segmentation INFO: Iters: 134240/150000 || Lr: 0.002633 || Task Loss: 0.1118 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:41:54 || Estimated Time: 7:28:41
2023-08-07 03:52:26,551 semantic_segmentation INFO: Iters: 134250/150000 || Lr: 0.002631 || Task Loss: 0.1915 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:42:11 || Estimated Time: 7:28:24
2023-08-07 03:52:43,323 semantic_segmentation INFO: Iters: 134260/150000 || Lr: 0.002630 || Task Loss: 0.1330 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:42:27 || Estimated Time: 7:28:07
2023-08-07 03:52:59,982 semantic_segmentation INFO: Iters: 134270/150000 || Lr: 0.002628 || Task Loss: 0.2023 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:42:44 || Estimated Time: 7:27:50
2023-08-07 03:53:16,765 semantic_segmentation INFO: Iters: 134280/150000 || Lr: 0.002627 || Task Loss: 0.1888 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:43:01 || Estimated Time: 7:27:33
2023-08-07 03:53:33,532 semantic_segmentation INFO: Iters: 134290/150000 || Lr: 0.002625 || Task Loss: 0.1746 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:43:18 || Estimated Time: 7:27:16
2023-08-07 03:53:50,207 semantic_segmentation INFO: Iters: 134300/150000 || Lr: 0.002624 || Task Loss: 0.1437 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:43:34 || Estimated Time: 7:26:59
2023-08-07 03:54:06,998 semantic_segmentation INFO: Iters: 134310/150000 || Lr: 0.002622 || Task Loss: 0.2830 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:43:51 || Estimated Time: 7:26:41
2023-08-07 03:54:23,762 semantic_segmentation INFO: Iters: 134320/150000 || Lr: 0.002621 || Task Loss: 0.2300 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:44:08 || Estimated Time: 7:26:24
2023-08-07 03:54:40,571 semantic_segmentation INFO: Iters: 134330/150000 || Lr: 0.002619 || Task Loss: 0.1937 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:44:25 || Estimated Time: 7:26:07
2023-08-07 03:54:57,370 semantic_segmentation INFO: Iters: 134340/150000 || Lr: 0.002617 || Task Loss: 0.2370 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:44:41 || Estimated Time: 7:25:50
2023-08-07 03:55:14,190 semantic_segmentation INFO: Iters: 134350/150000 || Lr: 0.002616 || Task Loss: 0.2310 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:44:58 || Estimated Time: 7:25:33
2023-08-07 03:55:30,983 semantic_segmentation INFO: Iters: 134360/150000 || Lr: 0.002614 || Task Loss: 0.2544 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:45:15 || Estimated Time: 7:25:16
2023-08-07 03:55:47,851 semantic_segmentation INFO: Iters: 134370/150000 || Lr: 0.002613 || Task Loss: 0.1491 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:45:32 || Estimated Time: 7:24:59
2023-08-07 03:56:04,632 semantic_segmentation INFO: Iters: 134380/150000 || Lr: 0.002611 || Task Loss: 0.1552 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:45:49 || Estimated Time: 7:24:42
2023-08-07 03:56:21,438 semantic_segmentation INFO: Iters: 134390/150000 || Lr: 0.002610 || Task Loss: 0.1759 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:46:05 || Estimated Time: 7:24:25
2023-08-07 03:56:38,246 semantic_segmentation INFO: Iters: 134400/150000 || Lr: 0.002608 || Task Loss: 0.1455 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:46:22 || Estimated Time: 7:24:07
2023-08-07 03:56:38,327 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 03:56:39,145 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.413
2023-08-07 03:56:39,278 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.508
2023-08-07 03:56:39,399 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.524
2023-08-07 03:56:39,516 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.549
2023-08-07 03:56:39,641 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.545
2023-08-07 03:56:39,769 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.546
2023-08-07 03:56:39,890 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.550
2023-08-07 03:56:40,009 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.586
2023-08-07 03:56:40,128 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.637
2023-08-07 03:56:40,249 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.689
2023-08-07 03:56:40,371 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.694
2023-08-07 03:56:40,495 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.719
2023-08-07 03:56:40,620 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.728
2023-08-07 03:56:40,742 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.722
2023-08-07 03:56:40,863 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.720
2023-08-07 03:56:40,985 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.712
2023-08-07 03:56:41,109 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.714
2023-08-07 03:56:41,232 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.718
2023-08-07 03:56:41,351 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.728
2023-08-07 03:56:41,476 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.736
2023-08-07 03:56:41,606 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.737
2023-08-07 03:56:41,725 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.960, mIoU: 0.747
2023-08-07 03:56:41,844 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.744
2023-08-07 03:56:41,962 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.750
2023-08-07 03:56:42,088 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 03:56:42,218 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 03:56:42,338 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.957, mIoU: 0.754
2023-08-07 03:56:42,459 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-07 03:56:42,579 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.747
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2023-08-07 03:56:42,946 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 03:56:43,073 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.956, mIoU: 0.759
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2023-08-07 03:56:43,567 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.756
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2023-08-07 03:56:43,812 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-07 03:56:43,939 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.752
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2023-08-07 03:56:44,939 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.752
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2023-08-07 03:56:45,663 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 03:56:45,789 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.761
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2023-08-07 03:56:48,100 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.774
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2023-08-07 03:56:48,934 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.777
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2023-08-07 03:56:51,629 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.765
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2023-08-07 03:56:51,880 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 03:56:52,007 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-07 03:56:52,127 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 03:56:52,249 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.766
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2023-08-07 03:56:52,496 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.767
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2023-08-07 03:56:52,739 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 03:56:52,866 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 03:56:52,987 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 03:56:53,108 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.765
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2023-08-07 03:56:55,448 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.767
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2023-08-07 03:57:28,510 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 03:57:28,632 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:28,752 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:28,870 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:28,998 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:29,132 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:29,252 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:29,374 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:29,495 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:29,617 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:29,739 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 03:57:29,862 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 03:57:29,984 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:30,101 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:30,226 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:30,353 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:30,477 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:30,601 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:30,723 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:30,844 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:30,966 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:31,088 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:31,208 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:31,326 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:31,454 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:31,588 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:31,708 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:31,830 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:31,952 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:32,072 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:32,195 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:32,320 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:32,445 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 03:57:32,565 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 03:57:32,687 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 03:57:32,812 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 03:57:32,937 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 03:57:33,061 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.957, mIoU: 0.755
2023-08-07 03:57:33,179 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.755
2023-08-07 03:57:33,303 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.755
2023-08-07 03:57:33,429 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:33,552 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:33,673 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:33,790 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:33,918 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:34,049 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:34,171 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:34,296 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:34,419 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:34,540 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.957, mIoU: 0.755
2023-08-07 03:57:34,659 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:34,781 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:34,901 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:35,019 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:35,144 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.756
2023-08-07 03:57:35,275 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:35,394 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:35,517 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:35,637 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:35,759 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:35,883 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:36,006 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:36,126 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:36,246 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 03:57:36,373 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 03:57:36,505 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.758
2023-08-07 03:57:36,626 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:36,747 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:36,864 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:36,987 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 03:57:37,113 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:37,235 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:37,360 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:37,483 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:37,602 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:37,722 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:37,841 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:37,961 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:38,080 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:38,204 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:38,332 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:38,454 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:38,576 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:38,697 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:38,825 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:38,959 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:39,078 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.758
2023-08-07 03:57:39,198 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:39,315 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:39,439 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:39,564 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:39,688 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:39,812 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:39,934 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:40,055 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:40,178 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:40,298 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 03:57:57,089 semantic_segmentation INFO: Iters: 134410/150000 || Lr: 0.002607 || Task Loss: 0.1649 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:47:41 || Estimated Time: 7:23:58
2023-08-07 03:58:13,793 semantic_segmentation INFO: Iters: 134420/150000 || Lr: 0.002605 || Task Loss: 0.2101 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:47:58 || Estimated Time: 7:23:40
2023-08-07 03:58:30,518 semantic_segmentation INFO: Iters: 134430/150000 || Lr: 0.002604 || Task Loss: 0.2651 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:48:15 || Estimated Time: 7:23:23
2023-08-07 03:58:47,260 semantic_segmentation INFO: Iters: 134440/150000 || Lr: 0.002602 || Task Loss: 0.2237 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:48:31 || Estimated Time: 7:23:06
2023-08-07 03:59:04,031 semantic_segmentation INFO: Iters: 134450/150000 || Lr: 0.002601 || Task Loss: 0.1430 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:48:48 || Estimated Time: 7:22:49
2023-08-07 03:59:20,705 semantic_segmentation INFO: Iters: 134460/150000 || Lr: 0.002599 || Task Loss: 0.1593 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:49:05 || Estimated Time: 7:22:32
2023-08-07 03:59:37,497 semantic_segmentation INFO: Iters: 134470/150000 || Lr: 0.002598 || Task Loss: 0.2731 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:49:22 || Estimated Time: 7:22:15
2023-08-07 03:59:54,247 semantic_segmentation INFO: Iters: 134480/150000 || Lr: 0.002596 || Task Loss: 0.2326 || KD Loss: 0.0382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:49:38 || Estimated Time: 7:21:58
2023-08-07 04:00:10,999 semantic_segmentation INFO: Iters: 134490/150000 || Lr: 0.002595 || Task Loss: 0.2403 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:49:55 || Estimated Time: 7:21:41
2023-08-07 04:00:27,739 semantic_segmentation INFO: Iters: 134500/150000 || Lr: 0.002593 || Task Loss: 0.1612 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:50:12 || Estimated Time: 7:21:23
2023-08-07 04:00:44,464 semantic_segmentation INFO: Iters: 134510/150000 || Lr: 0.002592 || Task Loss: 0.2004 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:50:29 || Estimated Time: 7:21:06
2023-08-07 04:01:01,265 semantic_segmentation INFO: Iters: 134520/150000 || Lr: 0.002590 || Task Loss: 0.1768 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:50:45 || Estimated Time: 7:20:49
2023-08-07 04:01:17,947 semantic_segmentation INFO: Iters: 134530/150000 || Lr: 0.002589 || Task Loss: 0.1634 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:51:02 || Estimated Time: 7:20:32
2023-08-07 04:01:34,671 semantic_segmentation INFO: Iters: 134540/150000 || Lr: 0.002587 || Task Loss: 0.1146 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:51:19 || Estimated Time: 7:20:15
2023-08-07 04:01:51,447 semantic_segmentation INFO: Iters: 134550/150000 || Lr: 0.002586 || Task Loss: 0.1780 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:51:35 || Estimated Time: 7:19:58
2023-08-07 04:02:08,194 semantic_segmentation INFO: Iters: 134560/150000 || Lr: 0.002584 || Task Loss: 0.1859 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:51:52 || Estimated Time: 7:19:41
2023-08-07 04:02:24,936 semantic_segmentation INFO: Iters: 134570/150000 || Lr: 0.002583 || Task Loss: 0.2993 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:52:09 || Estimated Time: 7:19:23
2023-08-07 04:02:41,636 semantic_segmentation INFO: Iters: 134580/150000 || Lr: 0.002581 || Task Loss: 0.1098 || KD Loss: 0.0211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:52:26 || Estimated Time: 7:19:06
2023-08-07 04:02:58,450 semantic_segmentation INFO: Iters: 134590/150000 || Lr: 0.002580 || Task Loss: 0.3468 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:52:42 || Estimated Time: 7:18:49
2023-08-07 04:03:15,152 semantic_segmentation INFO: Iters: 134600/150000 || Lr: 0.002578 || Task Loss: 0.1511 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:52:59 || Estimated Time: 7:18:32
2023-08-07 04:03:31,887 semantic_segmentation INFO: Iters: 134610/150000 || Lr: 0.002577 || Task Loss: 0.0881 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:53:16 || Estimated Time: 7:18:15
2023-08-07 04:03:48,641 semantic_segmentation INFO: Iters: 134620/150000 || Lr: 0.002575 || Task Loss: 0.1068 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:53:33 || Estimated Time: 7:17:58
2023-08-07 04:04:05,385 semantic_segmentation INFO: Iters: 134630/150000 || Lr: 0.002574 || Task Loss: 0.1570 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:53:49 || Estimated Time: 7:17:41
2023-08-07 04:04:22,059 semantic_segmentation INFO: Iters: 134640/150000 || Lr: 0.002572 || Task Loss: 0.1582 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:54:06 || Estimated Time: 7:17:24
2023-08-07 04:04:38,768 semantic_segmentation INFO: Iters: 134650/150000 || Lr: 0.002571 || Task Loss: 0.1905 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:54:23 || Estimated Time: 7:17:06
2023-08-07 04:04:55,416 semantic_segmentation INFO: Iters: 134660/150000 || Lr: 0.002569 || Task Loss: 0.1520 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:54:39 || Estimated Time: 7:16:49
2023-08-07 04:05:12,144 semantic_segmentation INFO: Iters: 134670/150000 || Lr: 0.002568 || Task Loss: 0.2803 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:54:56 || Estimated Time: 7:16:32
2023-08-07 04:05:28,807 semantic_segmentation INFO: Iters: 134680/150000 || Lr: 0.002566 || Task Loss: 0.1242 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:55:13 || Estimated Time: 7:16:15
2023-08-07 04:05:45,578 semantic_segmentation INFO: Iters: 134690/150000 || Lr: 0.002565 || Task Loss: 0.3681 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:55:30 || Estimated Time: 7:15:58
2023-08-07 04:06:02,316 semantic_segmentation INFO: Iters: 134700/150000 || Lr: 0.002563 || Task Loss: 0.1608 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:55:46 || Estimated Time: 7:15:41
2023-08-07 04:06:19,077 semantic_segmentation INFO: Iters: 134710/150000 || Lr: 0.002562 || Task Loss: 0.1804 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:56:03 || Estimated Time: 7:15:24
2023-08-07 04:06:35,831 semantic_segmentation INFO: Iters: 134720/150000 || Lr: 0.002560 || Task Loss: 0.1803 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:56:20 || Estimated Time: 7:15:07
2023-08-07 04:06:52,598 semantic_segmentation INFO: Iters: 134730/150000 || Lr: 0.002559 || Task Loss: 0.1224 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:56:37 || Estimated Time: 7:14:49
2023-08-07 04:07:09,453 semantic_segmentation INFO: Iters: 134740/150000 || Lr: 0.002557 || Task Loss: 0.1538 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:56:53 || Estimated Time: 7:14:32
2023-08-07 04:07:26,293 semantic_segmentation INFO: Iters: 134750/150000 || Lr: 0.002556 || Task Loss: 0.2784 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:57:10 || Estimated Time: 7:14:15
2023-08-07 04:07:43,086 semantic_segmentation INFO: Iters: 134760/150000 || Lr: 0.002554 || Task Loss: 0.1996 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:57:27 || Estimated Time: 7:13:58
2023-08-07 04:07:59,944 semantic_segmentation INFO: Iters: 134770/150000 || Lr: 0.002553 || Task Loss: 0.1652 || KD Loss: 0.0264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:57:44 || Estimated Time: 7:13:41
2023-08-07 04:08:16,741 semantic_segmentation INFO: Iters: 134780/150000 || Lr: 0.002551 || Task Loss: 0.1819 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0523|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:58:01 || Estimated Time: 7:13:24
2023-08-07 04:08:33,596 semantic_segmentation INFO: Iters: 134790/150000 || Lr: 0.002550 || Task Loss: 0.1931 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:58:18 || Estimated Time: 7:13:07
2023-08-07 04:08:50,388 semantic_segmentation INFO: Iters: 134800/150000 || Lr: 0.002548 || Task Loss: 0.1646 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:58:34 || Estimated Time: 7:12:50
2023-08-07 04:09:07,270 semantic_segmentation INFO: Iters: 134810/150000 || Lr: 0.002547 || Task Loss: 0.1953 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:58:51 || Estimated Time: 7:12:33
2023-08-07 04:09:24,274 semantic_segmentation INFO: Iters: 134820/150000 || Lr: 0.002545 || Task Loss: 0.2099 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:59:08 || Estimated Time: 7:12:15
2023-08-07 04:09:41,280 semantic_segmentation INFO: Iters: 134830/150000 || Lr: 0.002544 || Task Loss: 0.1738 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:59:25 || Estimated Time: 7:11:58
2023-08-07 04:09:58,004 semantic_segmentation INFO: Iters: 134840/150000 || Lr: 0.002542 || Task Loss: 0.2476 || KD Loss: 0.0599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:59:42 || Estimated Time: 7:11:41
2023-08-07 04:10:14,725 semantic_segmentation INFO: Iters: 134850/150000 || Lr: 0.002541 || Task Loss: 0.2059 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 15:59:59 || Estimated Time: 7:11:24
2023-08-07 04:10:31,490 semantic_segmentation INFO: Iters: 134860/150000 || Lr: 0.002539 || Task Loss: 0.2812 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:00:16 || Estimated Time: 7:11:07
2023-08-07 04:10:48,229 semantic_segmentation INFO: Iters: 134870/150000 || Lr: 0.002538 || Task Loss: 0.1696 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:00:32 || Estimated Time: 7:10:50
2023-08-07 04:11:04,962 semantic_segmentation INFO: Iters: 134880/150000 || Lr: 0.002536 || Task Loss: 0.1916 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:00:49 || Estimated Time: 7:10:33
2023-08-07 04:11:21,630 semantic_segmentation INFO: Iters: 134890/150000 || Lr: 0.002535 || Task Loss: 0.1257 || KD Loss: 0.0268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:01:06 || Estimated Time: 7:10:16
2023-08-07 04:11:38,413 semantic_segmentation INFO: Iters: 134900/150000 || Lr: 0.002533 || Task Loss: 0.3602 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:01:22 || Estimated Time: 7:09:58
2023-08-07 04:11:55,201 semantic_segmentation INFO: Iters: 134910/150000 || Lr: 0.002532 || Task Loss: 0.2199 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:01:39 || Estimated Time: 7:09:41
2023-08-07 04:12:11,888 semantic_segmentation INFO: Iters: 134920/150000 || Lr: 0.002530 || Task Loss: 0.1496 || KD Loss: 0.0307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:01:56 || Estimated Time: 7:09:24
2023-08-07 04:12:28,585 semantic_segmentation INFO: Iters: 134930/150000 || Lr: 0.002529 || Task Loss: 0.1282 || KD Loss: 0.0307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:02:13 || Estimated Time: 7:09:07
2023-08-07 04:12:45,355 semantic_segmentation INFO: Iters: 134940/150000 || Lr: 0.002527 || Task Loss: 0.1967 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:02:29 || Estimated Time: 7:08:50
2023-08-07 04:13:02,032 semantic_segmentation INFO: Iters: 134950/150000 || Lr: 0.002526 || Task Loss: 0.1963 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:02:46 || Estimated Time: 7:08:33
2023-08-07 04:13:18,779 semantic_segmentation INFO: Iters: 134960/150000 || Lr: 0.002524 || Task Loss: 0.1366 || KD Loss: 0.0250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:03:03 || Estimated Time: 7:08:16
2023-08-07 04:13:35,549 semantic_segmentation INFO: Iters: 134970/150000 || Lr: 0.002523 || Task Loss: 0.1446 || KD Loss: 0.0246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:03:20 || Estimated Time: 7:07:59
2023-08-07 04:13:52,264 semantic_segmentation INFO: Iters: 134980/150000 || Lr: 0.002521 || Task Loss: 0.2204 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:03:36 || Estimated Time: 7:07:41
2023-08-07 04:14:08,997 semantic_segmentation INFO: Iters: 134990/150000 || Lr: 0.002520 || Task Loss: 0.1211 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:03:53 || Estimated Time: 7:07:24
2023-08-07 04:14:25,824 semantic_segmentation INFO: Iters: 135000/150000 || Lr: 0.002518 || Task Loss: 0.1541 || KD Loss: 0.0212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:04:10 || Estimated Time: 7:07:07
2023-08-07 04:14:42,582 semantic_segmentation INFO: Iters: 135010/150000 || Lr: 0.002516 || Task Loss: 0.1443 || KD Loss: 0.0268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:04:27 || Estimated Time: 7:06:50
2023-08-07 04:14:59,327 semantic_segmentation INFO: Iters: 135020/150000 || Lr: 0.002515 || Task Loss: 0.1589 || KD Loss: 0.0593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:04:43 || Estimated Time: 7:06:33
2023-08-07 04:15:16,108 semantic_segmentation INFO: Iters: 135030/150000 || Lr: 0.002513 || Task Loss: 0.2181 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:05:00 || Estimated Time: 7:06:16
2023-08-07 04:15:32,846 semantic_segmentation INFO: Iters: 135040/150000 || Lr: 0.002512 || Task Loss: 0.1030 || KD Loss: 0.0221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:05:17 || Estimated Time: 7:05:59
2023-08-07 04:15:49,591 semantic_segmentation INFO: Iters: 135050/150000 || Lr: 0.002510 || Task Loss: 0.1440 || KD Loss: 0.0213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:05:34 || Estimated Time: 7:05:42
2023-08-07 04:16:06,294 semantic_segmentation INFO: Iters: 135060/150000 || Lr: 0.002509 || Task Loss: 0.0965 || KD Loss: 0.0249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:05:50 || Estimated Time: 7:05:25
2023-08-07 04:16:23,017 semantic_segmentation INFO: Iters: 135070/150000 || Lr: 0.002507 || Task Loss: 0.1542 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:06:07 || Estimated Time: 7:05:07
2023-08-07 04:16:39,793 semantic_segmentation INFO: Iters: 135080/150000 || Lr: 0.002506 || Task Loss: 0.2099 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:06:24 || Estimated Time: 7:04:50
2023-08-07 04:16:56,603 semantic_segmentation INFO: Iters: 135090/150000 || Lr: 0.002504 || Task Loss: 0.1414 || KD Loss: 0.0224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:06:41 || Estimated Time: 7:04:33
2023-08-07 04:17:13,412 semantic_segmentation INFO: Iters: 135100/150000 || Lr: 0.002503 || Task Loss: 0.3078 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:06:57 || Estimated Time: 7:04:16
2023-08-07 04:17:30,209 semantic_segmentation INFO: Iters: 135110/150000 || Lr: 0.002501 || Task Loss: 0.1945 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:07:14 || Estimated Time: 7:03:59
2023-08-07 04:17:47,048 semantic_segmentation INFO: Iters: 135120/150000 || Lr: 0.002500 || Task Loss: 0.1933 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:07:31 || Estimated Time: 7:03:42
2023-08-07 04:18:03,846 semantic_segmentation INFO: Iters: 135130/150000 || Lr: 0.002498 || Task Loss: 0.2086 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:07:48 || Estimated Time: 7:03:25
2023-08-07 04:18:20,641 semantic_segmentation INFO: Iters: 135140/150000 || Lr: 0.002497 || Task Loss: 0.1643 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:08:05 || Estimated Time: 7:03:08
2023-08-07 04:18:37,482 semantic_segmentation INFO: Iters: 135150/150000 || Lr: 0.002495 || Task Loss: 0.2187 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:08:22 || Estimated Time: 7:02:50
2023-08-07 04:18:54,334 semantic_segmentation INFO: Iters: 135160/150000 || Lr: 0.002494 || Task Loss: 0.2135 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:08:38 || Estimated Time: 7:02:33
2023-08-07 04:19:11,174 semantic_segmentation INFO: Iters: 135170/150000 || Lr: 0.002492 || Task Loss: 0.1581 || KD Loss: 0.0257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:08:55 || Estimated Time: 7:02:16
2023-08-07 04:19:27,967 semantic_segmentation INFO: Iters: 135180/150000 || Lr: 0.002491 || Task Loss: 0.1698 || KD Loss: 0.0323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:09:12 || Estimated Time: 7:01:59
2023-08-07 04:19:44,802 semantic_segmentation INFO: Iters: 135190/150000 || Lr: 0.002489 || Task Loss: 0.1864 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:09:29 || Estimated Time: 7:01:42
2023-08-07 04:20:01,559 semantic_segmentation INFO: Iters: 135200/150000 || Lr: 0.002488 || Task Loss: 0.1729 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:09:46 || Estimated Time: 7:01:25
2023-08-07 04:20:01,642 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 04:20:02,436 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.415
2023-08-07 04:20:02,565 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.510
2023-08-07 04:20:02,685 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.528
2023-08-07 04:20:02,805 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.553
2023-08-07 04:20:02,928 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.545
2023-08-07 04:20:03,055 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.546
2023-08-07 04:20:03,176 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.580
2023-08-07 04:20:03,297 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.617
2023-08-07 04:20:03,416 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.668
2023-08-07 04:20:03,543 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.718
2023-08-07 04:20:03,674 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.725
2023-08-07 04:20:03,793 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.728
2023-08-07 04:20:03,912 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.735
2023-08-07 04:20:04,030 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.732
2023-08-07 04:20:04,147 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.731
2023-08-07 04:20:04,264 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.722
2023-08-07 04:20:04,387 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.722
2023-08-07 04:20:04,512 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.725
2023-08-07 04:20:04,635 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.730
2023-08-07 04:20:04,755 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.738
2023-08-07 04:20:04,873 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.739
2023-08-07 04:20:04,995 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.740
2023-08-07 04:20:05,117 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.738
2023-08-07 04:20:05,239 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-07 04:20:05,358 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 04:20:05,476 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 04:20:05,602 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-07 04:20:05,734 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-07 04:20:05,854 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-07 04:20:05,978 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 04:20:06,099 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-07 04:20:06,218 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-07 04:20:06,337 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-07 04:20:06,456 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-07 04:20:06,576 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-07 04:20:06,694 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-07 04:20:06,814 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-07 04:20:06,935 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-07 04:20:07,059 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-07 04:20:07,185 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.732
2023-08-07 04:20:07,309 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-07 04:20:07,431 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-07 04:20:07,555 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.732
2023-08-07 04:20:07,678 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.734
2023-08-07 04:20:07,801 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-07 04:20:07,922 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-07 04:20:08,048 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.734
2023-08-07 04:20:08,177 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.733
2023-08-07 04:20:08,299 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.735
2023-08-07 04:20:08,420 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-07 04:20:08,539 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-07 04:20:08,659 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-07 04:20:08,778 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-07 04:20:08,902 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-07 04:20:09,026 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-07 04:20:09,151 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-07 04:20:09,272 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.747
2023-08-07 04:20:09,395 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 04:20:09,517 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 04:20:09,639 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 04:20:09,762 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 04:20:09,886 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-07 04:20:10,011 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-07 04:20:10,134 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-07 04:20:10,254 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-07 04:20:10,373 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-07 04:20:10,498 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-07 04:20:10,628 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-07 04:20:10,750 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-07 04:20:10,873 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-07 04:20:10,993 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-07 04:20:11,115 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-07 04:20:11,235 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-07 04:20:11,361 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-07 04:20:11,489 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-07 04:20:11,614 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-07 04:20:11,735 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-07 04:20:11,858 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-07 04:20:11,982 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-07 04:20:12,108 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-07 04:20:12,226 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 04:20:12,355 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.762
2023-08-07 04:20:12,493 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-07 04:20:12,613 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-07 04:20:12,734 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-07 04:20:12,852 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-07 04:20:12,979 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-07 04:20:13,108 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-07 04:20:13,234 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-07 04:20:13,359 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-07 04:20:13,481 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-07 04:20:13,604 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-07 04:20:13,727 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-07 04:20:13,849 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-07 04:20:13,970 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-07 04:20:14,088 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-07 04:20:14,213 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-07 04:20:14,340 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-07 04:20:14,467 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-07 04:20:14,597 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-07 04:20:14,725 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-07 04:20:14,844 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:14,963 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:15,083 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:15,201 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:15,317 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:15,441 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:15,566 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:15,690 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:15,811 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 04:20:15,930 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 04:20:16,052 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:16,174 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:16,294 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:16,413 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-07 04:20:16,530 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-07 04:20:16,649 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-07 04:20:16,770 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-07 04:20:16,894 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 04:20:17,020 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-07 04:20:17,143 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:17,264 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:17,386 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-07 04:20:17,510 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.948, mIoU: 0.752
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2023-08-07 04:20:41,842 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.951, mIoU: 0.737
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2023-08-07 04:20:42,095 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.950, mIoU: 0.737
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2023-08-07 04:20:42,712 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.951, mIoU: 0.739
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2023-08-07 04:20:43,083 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.951, mIoU: 0.739
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2023-08-07 04:20:44,685 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.952, mIoU: 0.740
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2023-08-07 04:20:45,190 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.952, mIoU: 0.741
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2023-08-07 04:20:49,387 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.954, mIoU: 0.744
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2023-08-07 04:20:50,249 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.954, mIoU: 0.745
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2023-08-07 04:20:50,624 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.954, mIoU: 0.745
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2023-08-07 04:20:50,864 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.954, mIoU: 0.745
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2023-08-07 04:20:51,106 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.954, mIoU: 0.745
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2023-08-07 04:20:51,719 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.955, mIoU: 0.745
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2023-08-07 04:20:51,962 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.955, mIoU: 0.746
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2023-08-07 04:20:52,947 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-07 04:20:53,072 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.746
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2023-08-07 04:20:53,922 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-07 04:20:54,052 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.955, mIoU: 0.747
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2023-08-07 04:20:54,793 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.956, mIoU: 0.747
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2023-08-07 04:20:55,032 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.747
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2023-08-07 04:20:56,019 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.747
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2023-08-07 04:20:56,384 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.956, mIoU: 0.747
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2023-08-07 04:20:56,760 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.748
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2023-08-07 04:20:58,727 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 04:20:58,851 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.749
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2023-08-07 04:20:59,463 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 04:20:59,591 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.749
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2023-08-07 04:20:59,837 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 04:20:59,957 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-07 04:21:00,077 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.749
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2023-08-07 04:21:00,936 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.749
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2023-08-07 04:21:02,038 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:02,160 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:02,282 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:02,401 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:02,527 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:02,658 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:02,780 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:02,901 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:03,021 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 04:21:03,146 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:03,274 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 04:21:03,399 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:03,524 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 04:21:03,642 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-07 04:21:20,500 semantic_segmentation INFO: Iters: 135210/150000 || Lr: 0.002486 || Task Loss: 0.1708 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:11:05 || Estimated Time: 7:01:15
2023-08-07 04:21:37,234 semantic_segmentation INFO: Iters: 135220/150000 || Lr: 0.002485 || Task Loss: 0.2342 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:11:21 || Estimated Time: 7:00:57
2023-08-07 04:21:54,001 semantic_segmentation INFO: Iters: 135230/150000 || Lr: 0.002483 || Task Loss: 0.1861 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:11:38 || Estimated Time: 7:00:40
2023-08-07 04:22:10,713 semantic_segmentation INFO: Iters: 135240/150000 || Lr: 0.002482 || Task Loss: 0.1679 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:11:55 || Estimated Time: 7:00:23
2023-08-07 04:22:27,532 semantic_segmentation INFO: Iters: 135250/150000 || Lr: 0.002480 || Task Loss: 0.2269 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:12:12 || Estimated Time: 7:00:06
2023-08-07 04:22:44,211 semantic_segmentation INFO: Iters: 135260/150000 || Lr: 0.002479 || Task Loss: 0.1612 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:12:28 || Estimated Time: 6:59:49
2023-08-07 04:23:01,016 semantic_segmentation INFO: Iters: 135270/150000 || Lr: 0.002477 || Task Loss: 0.1389 || KD Loss: 0.0194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:12:45 || Estimated Time: 6:59:32
2023-08-07 04:23:17,748 semantic_segmentation INFO: Iters: 135280/150000 || Lr: 0.002476 || Task Loss: 0.1969 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:13:02 || Estimated Time: 6:59:15
2023-08-07 04:23:34,479 semantic_segmentation INFO: Iters: 135290/150000 || Lr: 0.002474 || Task Loss: 0.2050 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:13:19 || Estimated Time: 6:58:58
2023-08-07 04:23:51,181 semantic_segmentation INFO: Iters: 135300/150000 || Lr: 0.002473 || Task Loss: 0.1530 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:13:35 || Estimated Time: 6:58:40
2023-08-07 04:24:07,907 semantic_segmentation INFO: Iters: 135310/150000 || Lr: 0.002471 || Task Loss: 0.1630 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:13:52 || Estimated Time: 6:58:23
2023-08-07 04:24:24,668 semantic_segmentation INFO: Iters: 135320/150000 || Lr: 0.002470 || Task Loss: 0.1543 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:14:09 || Estimated Time: 6:58:06
2023-08-07 04:24:41,360 semantic_segmentation INFO: Iters: 135330/150000 || Lr: 0.002468 || Task Loss: 0.1075 || KD Loss: 0.0211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:14:25 || Estimated Time: 6:57:49
2023-08-07 04:24:58,098 semantic_segmentation INFO: Iters: 135340/150000 || Lr: 0.002467 || Task Loss: 0.1354 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:14:42 || Estimated Time: 6:57:32
2023-08-07 04:25:14,817 semantic_segmentation INFO: Iters: 135350/150000 || Lr: 0.002465 || Task Loss: 0.1667 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:14:59 || Estimated Time: 6:57:15
2023-08-07 04:25:31,552 semantic_segmentation INFO: Iters: 135360/150000 || Lr: 0.002464 || Task Loss: 0.1677 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:15:16 || Estimated Time: 6:56:58
2023-08-07 04:25:48,322 semantic_segmentation INFO: Iters: 135370/150000 || Lr: 0.002462 || Task Loss: 0.2444 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:15:32 || Estimated Time: 6:56:41
2023-08-07 04:26:04,990 semantic_segmentation INFO: Iters: 135380/150000 || Lr: 0.002461 || Task Loss: 0.1946 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:15:49 || Estimated Time: 6:56:23
2023-08-07 04:26:21,868 semantic_segmentation INFO: Iters: 135390/150000 || Lr: 0.002459 || Task Loss: 0.1900 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:16:06 || Estimated Time: 6:56:06
2023-08-07 04:26:38,655 semantic_segmentation INFO: Iters: 135400/150000 || Lr: 0.002457 || Task Loss: 0.1310 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:16:23 || Estimated Time: 6:55:49
2023-08-07 04:26:55,337 semantic_segmentation INFO: Iters: 135410/150000 || Lr: 0.002456 || Task Loss: 0.1604 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:16:39 || Estimated Time: 6:55:32
2023-08-07 04:27:12,142 semantic_segmentation INFO: Iters: 135420/150000 || Lr: 0.002454 || Task Loss: 0.0986 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:16:56 || Estimated Time: 6:55:15
2023-08-07 04:27:28,941 semantic_segmentation INFO: Iters: 135430/150000 || Lr: 0.002453 || Task Loss: 0.1855 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:17:13 || Estimated Time: 6:54:58
2023-08-07 04:27:45,756 semantic_segmentation INFO: Iters: 135440/150000 || Lr: 0.002451 || Task Loss: 0.2048 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:17:30 || Estimated Time: 6:54:41
2023-08-07 04:28:02,516 semantic_segmentation INFO: Iters: 135450/150000 || Lr: 0.002450 || Task Loss: 0.2581 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:17:47 || Estimated Time: 6:54:24
2023-08-07 04:28:19,317 semantic_segmentation INFO: Iters: 135460/150000 || Lr: 0.002448 || Task Loss: 0.1589 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:18:03 || Estimated Time: 6:54:06
2023-08-07 04:28:36,131 semantic_segmentation INFO: Iters: 135470/150000 || Lr: 0.002447 || Task Loss: 0.1874 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:18:20 || Estimated Time: 6:53:49
2023-08-07 04:28:52,959 semantic_segmentation INFO: Iters: 135480/150000 || Lr: 0.002445 || Task Loss: 0.2255 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:18:37 || Estimated Time: 6:53:32
2023-08-07 04:29:09,754 semantic_segmentation INFO: Iters: 135490/150000 || Lr: 0.002444 || Task Loss: 0.3460 || KD Loss: 0.0655|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:18:54 || Estimated Time: 6:53:15
2023-08-07 04:29:26,603 semantic_segmentation INFO: Iters: 135500/150000 || Lr: 0.002442 || Task Loss: 0.2732 || KD Loss: 0.1281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:19:11 || Estimated Time: 6:52:58
2023-08-07 04:29:43,396 semantic_segmentation INFO: Iters: 135510/150000 || Lr: 0.002441 || Task Loss: 0.1544 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:19:27 || Estimated Time: 6:52:41
2023-08-07 04:30:00,207 semantic_segmentation INFO: Iters: 135520/150000 || Lr: 0.002439 || Task Loss: 0.2654 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:19:44 || Estimated Time: 6:52:24
2023-08-07 04:30:17,005 semantic_segmentation INFO: Iters: 135530/150000 || Lr: 0.002438 || Task Loss: 0.3673 || KD Loss: 0.0533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:20:01 || Estimated Time: 6:52:07
2023-08-07 04:30:33,742 semantic_segmentation INFO: Iters: 135540/150000 || Lr: 0.002436 || Task Loss: 0.2641 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:20:18 || Estimated Time: 6:51:49
2023-08-07 04:30:50,517 semantic_segmentation INFO: Iters: 135550/150000 || Lr: 0.002435 || Task Loss: 0.1933 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:20:35 || Estimated Time: 6:51:32
2023-08-07 04:31:07,251 semantic_segmentation INFO: Iters: 135560/150000 || Lr: 0.002433 || Task Loss: 0.1981 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:20:51 || Estimated Time: 6:51:15
2023-08-07 04:31:24,038 semantic_segmentation INFO: Iters: 135570/150000 || Lr: 0.002432 || Task Loss: 0.1793 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:21:08 || Estimated Time: 6:50:58
2023-08-07 04:31:40,776 semantic_segmentation INFO: Iters: 135580/150000 || Lr: 0.002430 || Task Loss: 0.1869 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:21:25 || Estimated Time: 6:50:41
2023-08-07 04:31:57,579 semantic_segmentation INFO: Iters: 135590/150000 || Lr: 0.002429 || Task Loss: 0.1181 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:21:42 || Estimated Time: 6:50:24
2023-08-07 04:32:14,357 semantic_segmentation INFO: Iters: 135600/150000 || Lr: 0.002427 || Task Loss: 0.1767 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:21:58 || Estimated Time: 6:50:07
2023-08-07 04:32:31,088 semantic_segmentation INFO: Iters: 135610/150000 || Lr: 0.002426 || Task Loss: 0.1529 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:22:15 || Estimated Time: 6:49:50
2023-08-07 04:32:47,854 semantic_segmentation INFO: Iters: 135620/150000 || Lr: 0.002424 || Task Loss: 0.2486 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:22:32 || Estimated Time: 6:49:33
2023-08-07 04:33:04,549 semantic_segmentation INFO: Iters: 135630/150000 || Lr: 0.002423 || Task Loss: 0.2746 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:22:49 || Estimated Time: 6:49:15
2023-08-07 04:33:21,342 semantic_segmentation INFO: Iters: 135640/150000 || Lr: 0.002421 || Task Loss: 0.1808 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:23:05 || Estimated Time: 6:48:58
2023-08-07 04:33:38,075 semantic_segmentation INFO: Iters: 135650/150000 || Lr: 0.002420 || Task Loss: 0.1724 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:23:22 || Estimated Time: 6:48:41
2023-08-07 04:33:54,933 semantic_segmentation INFO: Iters: 135660/150000 || Lr: 0.002418 || Task Loss: 0.1313 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:23:39 || Estimated Time: 6:48:24
2023-08-07 04:34:11,928 semantic_segmentation INFO: Iters: 135670/150000 || Lr: 0.002417 || Task Loss: 0.1586 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:23:56 || Estimated Time: 6:48:07
2023-08-07 04:34:28,805 semantic_segmentation INFO: Iters: 135680/150000 || Lr: 0.002415 || Task Loss: 0.2130 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:24:13 || Estimated Time: 6:47:50
2023-08-07 04:34:45,547 semantic_segmentation INFO: Iters: 135690/150000 || Lr: 0.002414 || Task Loss: 0.2184 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:24:30 || Estimated Time: 6:47:33
2023-08-07 04:35:02,292 semantic_segmentation INFO: Iters: 135700/150000 || Lr: 0.002412 || Task Loss: 0.1760 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:24:46 || Estimated Time: 6:47:16
2023-08-07 04:35:18,969 semantic_segmentation INFO: Iters: 135710/150000 || Lr: 0.002410 || Task Loss: 0.1944 || KD Loss: 0.0575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:25:03 || Estimated Time: 6:46:58
2023-08-07 04:35:35,679 semantic_segmentation INFO: Iters: 135720/150000 || Lr: 0.002409 || Task Loss: 0.2594 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:25:20 || Estimated Time: 6:46:41
2023-08-07 04:35:52,413 semantic_segmentation INFO: Iters: 135730/150000 || Lr: 0.002407 || Task Loss: 0.1559 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:25:36 || Estimated Time: 6:46:24
2023-08-07 04:36:09,115 semantic_segmentation INFO: Iters: 135740/150000 || Lr: 0.002406 || Task Loss: 0.1748 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:25:53 || Estimated Time: 6:46:07
2023-08-07 04:36:25,851 semantic_segmentation INFO: Iters: 135750/150000 || Lr: 0.002404 || Task Loss: 0.1414 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:26:10 || Estimated Time: 6:45:50
2023-08-07 04:36:42,497 semantic_segmentation INFO: Iters: 135760/150000 || Lr: 0.002403 || Task Loss: 0.2280 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:26:27 || Estimated Time: 6:45:33
2023-08-07 04:36:59,248 semantic_segmentation INFO: Iters: 135770/150000 || Lr: 0.002401 || Task Loss: 0.1563 || KD Loss: 0.0258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:26:43 || Estimated Time: 6:45:16
2023-08-07 04:37:15,931 semantic_segmentation INFO: Iters: 135780/150000 || Lr: 0.002400 || Task Loss: 0.1327 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:27:00 || Estimated Time: 6:44:59
2023-08-07 04:37:32,581 semantic_segmentation INFO: Iters: 135790/150000 || Lr: 0.002398 || Task Loss: 0.1803 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:27:17 || Estimated Time: 6:44:41
2023-08-07 04:37:49,300 semantic_segmentation INFO: Iters: 135800/150000 || Lr: 0.002397 || Task Loss: 0.1192 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:27:33 || Estimated Time: 6:44:24
2023-08-07 04:38:06,006 semantic_segmentation INFO: Iters: 135810/150000 || Lr: 0.002395 || Task Loss: 0.1760 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:27:50 || Estimated Time: 6:44:07
2023-08-07 04:38:22,666 semantic_segmentation INFO: Iters: 135820/150000 || Lr: 0.002394 || Task Loss: 0.1671 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:28:07 || Estimated Time: 6:43:50
2023-08-07 04:38:39,434 semantic_segmentation INFO: Iters: 135830/150000 || Lr: 0.002392 || Task Loss: 0.1574 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:28:23 || Estimated Time: 6:43:33
2023-08-07 04:38:56,124 semantic_segmentation INFO: Iters: 135840/150000 || Lr: 0.002391 || Task Loss: 0.1510 || KD Loss: 0.0228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:28:40 || Estimated Time: 6:43:16
2023-08-07 04:39:12,781 semantic_segmentation INFO: Iters: 135850/150000 || Lr: 0.002389 || Task Loss: 0.2262 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:28:57 || Estimated Time: 6:42:59
2023-08-07 04:39:29,543 semantic_segmentation INFO: Iters: 135860/150000 || Lr: 0.002388 || Task Loss: 0.2231 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:29:14 || Estimated Time: 6:42:42
2023-08-07 04:39:46,285 semantic_segmentation INFO: Iters: 135870/150000 || Lr: 0.002386 || Task Loss: 0.1694 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:29:30 || Estimated Time: 6:42:24
2023-08-07 04:40:03,025 semantic_segmentation INFO: Iters: 135880/150000 || Lr: 0.002385 || Task Loss: 0.2264 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:29:47 || Estimated Time: 6:42:07
2023-08-07 04:40:19,791 semantic_segmentation INFO: Iters: 135890/150000 || Lr: 0.002383 || Task Loss: 0.2242 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:30:04 || Estimated Time: 6:41:50
2023-08-07 04:40:36,599 semantic_segmentation INFO: Iters: 135900/150000 || Lr: 0.002382 || Task Loss: 0.2850 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:30:21 || Estimated Time: 6:41:33
2023-08-07 04:40:53,448 semantic_segmentation INFO: Iters: 135910/150000 || Lr: 0.002380 || Task Loss: 0.2179 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:30:37 || Estimated Time: 6:41:16
2023-08-07 04:41:10,252 semantic_segmentation INFO: Iters: 135920/150000 || Lr: 0.002379 || Task Loss: 0.1983 || KD Loss: 0.0441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:30:54 || Estimated Time: 6:40:59
2023-08-07 04:41:27,032 semantic_segmentation INFO: Iters: 135930/150000 || Lr: 0.002377 || Task Loss: 0.1540 || KD Loss: 0.0709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:31:11 || Estimated Time: 6:40:42
2023-08-07 04:41:43,899 semantic_segmentation INFO: Iters: 135940/150000 || Lr: 0.002376 || Task Loss: 0.1973 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:31:28 || Estimated Time: 6:40:25
2023-08-07 04:42:00,701 semantic_segmentation INFO: Iters: 135950/150000 || Lr: 0.002374 || Task Loss: 0.1422 || KD Loss: 0.0219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:31:45 || Estimated Time: 6:40:07
2023-08-07 04:42:17,514 semantic_segmentation INFO: Iters: 135960/150000 || Lr: 0.002372 || Task Loss: 0.2172 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:32:02 || Estimated Time: 6:39:50
2023-08-07 04:42:34,404 semantic_segmentation INFO: Iters: 135970/150000 || Lr: 0.002371 || Task Loss: 0.2330 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:32:18 || Estimated Time: 6:39:33
2023-08-07 04:42:51,200 semantic_segmentation INFO: Iters: 135980/150000 || Lr: 0.002369 || Task Loss: 0.1849 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:32:35 || Estimated Time: 6:39:16
2023-08-07 04:43:07,985 semantic_segmentation INFO: Iters: 135990/150000 || Lr: 0.002368 || Task Loss: 0.1545 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:32:52 || Estimated Time: 6:38:59
2023-08-07 04:43:24,745 semantic_segmentation INFO: Iters: 136000/150000 || Lr: 0.002366 || Task Loss: 0.1966 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:33:09 || Estimated Time: 6:38:42
2023-08-07 04:43:24,824 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 04:43:25,612 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.414
2023-08-07 04:43:25,745 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.509
2023-08-07 04:43:25,868 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.525
2023-08-07 04:43:25,986 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.550
2023-08-07 04:43:26,104 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.546
2023-08-07 04:43:26,225 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.547
2023-08-07 04:43:26,347 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.589
2023-08-07 04:43:26,469 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.623
2023-08-07 04:43:26,590 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.672
2023-08-07 04:43:26,708 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.721
2023-08-07 04:43:26,830 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.727
2023-08-07 04:43:26,962 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.755
2023-08-07 04:43:27,083 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.759
2023-08-07 04:43:27,205 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.751
2023-08-07 04:43:27,326 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.750
2023-08-07 04:43:27,446 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.741
2023-08-07 04:43:27,567 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.743
2023-08-07 04:43:27,687 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.747
2023-08-07 04:43:27,806 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.754
2023-08-07 04:43:27,923 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.761
2023-08-07 04:43:28,050 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.761
2023-08-07 04:43:28,183 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 04:43:28,302 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.755
2023-08-07 04:43:28,423 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 04:43:28,543 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.773
2023-08-07 04:43:28,665 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.775
2023-08-07 04:43:28,791 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 04:43:28,913 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 04:43:29,036 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 04:43:29,157 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 04:43:29,278 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 04:43:29,402 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 04:43:29,525 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 04:43:29,647 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 04:43:29,766 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 04:43:29,894 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 04:43:30,027 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 04:43:30,149 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.756
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2023-08-07 04:43:31,005 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.751
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2023-08-07 04:43:32,095 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.762
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2023-08-07 04:43:32,941 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.775
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2023-08-07 04:44:19,347 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 04:44:19,470 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:19,590 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:19,711 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:19,831 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 04:44:19,949 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:20,072 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:20,199 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 04:44:20,323 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:20,448 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:20,571 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:20,691 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:20,812 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:20,933 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:21,054 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 04:44:21,171 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:21,298 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:21,430 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:21,551 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:21,673 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 04:44:21,794 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:21,913 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:22,039 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:22,164 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:22,289 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:22,412 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:22,533 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:22,655 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:22,775 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:22,895 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:23,013 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:23,138 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:23,267 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:23,388 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:23,510 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 04:44:23,629 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:23,745 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:23,862 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:23,987 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:24,113 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:24,237 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:24,359 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:24,480 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:24,604 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:24,727 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:24,850 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:24,975 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:25,099 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 04:44:25,219 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 04:44:25,339 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 04:44:25,459 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 04:44:25,581 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 04:44:25,704 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 04:44:25,823 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 04:44:25,942 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 04:44:26,062 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 04:44:26,181 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 04:44:26,298 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 04:44:26,422 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 04:44:26,549 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 04:44:26,675 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 04:44:26,800 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 04:44:43,790 semantic_segmentation INFO: Iters: 136010/150000 || Lr: 0.002365 || Task Loss: 0.1795 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:34:28 || Estimated Time: 6:38:31
2023-08-07 04:45:00,577 semantic_segmentation INFO: Iters: 136020/150000 || Lr: 0.002363 || Task Loss: 0.1309 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:34:45 || Estimated Time: 6:38:14
2023-08-07 04:45:17,294 semantic_segmentation INFO: Iters: 136030/150000 || Lr: 0.002362 || Task Loss: 0.2693 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:35:01 || Estimated Time: 6:37:57
2023-08-07 04:45:34,033 semantic_segmentation INFO: Iters: 136040/150000 || Lr: 0.002360 || Task Loss: 0.1650 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:35:18 || Estimated Time: 6:37:40
2023-08-07 04:45:50,773 semantic_segmentation INFO: Iters: 136050/150000 || Lr: 0.002359 || Task Loss: 0.1735 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:35:35 || Estimated Time: 6:37:23
2023-08-07 04:46:07,489 semantic_segmentation INFO: Iters: 136060/150000 || Lr: 0.002357 || Task Loss: 0.1915 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:35:52 || Estimated Time: 6:37:06
2023-08-07 04:46:24,255 semantic_segmentation INFO: Iters: 136070/150000 || Lr: 0.002356 || Task Loss: 0.1811 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:36:08 || Estimated Time: 6:36:48
2023-08-07 04:46:40,981 semantic_segmentation INFO: Iters: 136080/150000 || Lr: 0.002354 || Task Loss: 0.1130 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:36:25 || Estimated Time: 6:36:31
2023-08-07 04:46:57,673 semantic_segmentation INFO: Iters: 136090/150000 || Lr: 0.002353 || Task Loss: 0.2080 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:36:42 || Estimated Time: 6:36:14
2023-08-07 04:47:14,441 semantic_segmentation INFO: Iters: 136100/150000 || Lr: 0.002351 || Task Loss: 0.1727 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:36:58 || Estimated Time: 6:35:57
2023-08-07 04:47:31,195 semantic_segmentation INFO: Iters: 136110/150000 || Lr: 0.002350 || Task Loss: 0.4298 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:37:15 || Estimated Time: 6:35:40
2023-08-07 04:47:47,983 semantic_segmentation INFO: Iters: 136120/150000 || Lr: 0.002348 || Task Loss: 0.2084 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:37:32 || Estimated Time: 6:35:23
2023-08-07 04:48:04,749 semantic_segmentation INFO: Iters: 136130/150000 || Lr: 0.002347 || Task Loss: 0.1621 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:37:49 || Estimated Time: 6:35:06
2023-08-07 04:48:21,432 semantic_segmentation INFO: Iters: 136140/150000 || Lr: 0.002345 || Task Loss: 0.1517 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:38:05 || Estimated Time: 6:34:48
2023-08-07 04:48:38,160 semantic_segmentation INFO: Iters: 136150/150000 || Lr: 0.002344 || Task Loss: 0.2777 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:38:22 || Estimated Time: 6:34:31
2023-08-07 04:48:54,847 semantic_segmentation INFO: Iters: 136160/150000 || Lr: 0.002342 || Task Loss: 0.2382 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:38:39 || Estimated Time: 6:34:14
2023-08-07 04:49:11,650 semantic_segmentation INFO: Iters: 136170/150000 || Lr: 0.002341 || Task Loss: 0.1009 || KD Loss: 0.0327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:38:56 || Estimated Time: 6:33:57
2023-08-07 04:49:28,388 semantic_segmentation INFO: Iters: 136180/150000 || Lr: 0.002339 || Task Loss: 0.1655 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:39:12 || Estimated Time: 6:33:40
2023-08-07 04:49:45,079 semantic_segmentation INFO: Iters: 136190/150000 || Lr: 0.002337 || Task Loss: 0.1489 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:39:29 || Estimated Time: 6:33:23
2023-08-07 04:50:01,766 semantic_segmentation INFO: Iters: 136200/150000 || Lr: 0.002336 || Task Loss: 0.1779 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:39:46 || Estimated Time: 6:33:06
2023-08-07 04:50:18,470 semantic_segmentation INFO: Iters: 136210/150000 || Lr: 0.002334 || Task Loss: 0.2033 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:40:03 || Estimated Time: 6:32:49
2023-08-07 04:50:35,167 semantic_segmentation INFO: Iters: 136220/150000 || Lr: 0.002333 || Task Loss: 0.1773 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:40:19 || Estimated Time: 6:32:31
2023-08-07 04:50:51,954 semantic_segmentation INFO: Iters: 136230/150000 || Lr: 0.002331 || Task Loss: 0.1964 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:40:36 || Estimated Time: 6:32:14
2023-08-07 04:51:08,652 semantic_segmentation INFO: Iters: 136240/150000 || Lr: 0.002330 || Task Loss: 0.2324 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:40:53 || Estimated Time: 6:31:57
2023-08-07 04:51:25,390 semantic_segmentation INFO: Iters: 136250/150000 || Lr: 0.002328 || Task Loss: 0.2146 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:41:09 || Estimated Time: 6:31:40
2023-08-07 04:51:42,103 semantic_segmentation INFO: Iters: 136260/150000 || Lr: 0.002327 || Task Loss: 0.1311 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:41:26 || Estimated Time: 6:31:23
2023-08-07 04:51:58,784 semantic_segmentation INFO: Iters: 136270/150000 || Lr: 0.002325 || Task Loss: 0.1378 || KD Loss: 0.0248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:41:43 || Estimated Time: 6:31:06
2023-08-07 04:52:15,498 semantic_segmentation INFO: Iters: 136280/150000 || Lr: 0.002324 || Task Loss: 0.1031 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:42:00 || Estimated Time: 6:30:49
2023-08-07 04:52:32,221 semantic_segmentation INFO: Iters: 136290/150000 || Lr: 0.002322 || Task Loss: 0.1558 || KD Loss: 0.0256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:42:16 || Estimated Time: 6:30:32
2023-08-07 04:52:48,940 semantic_segmentation INFO: Iters: 136300/150000 || Lr: 0.002321 || Task Loss: 0.1350 || KD Loss: 0.0426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:42:33 || Estimated Time: 6:30:14
2023-08-07 04:53:05,679 semantic_segmentation INFO: Iters: 136310/150000 || Lr: 0.002319 || Task Loss: 0.1630 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:42:50 || Estimated Time: 6:29:57
2023-08-07 04:53:22,430 semantic_segmentation INFO: Iters: 136320/150000 || Lr: 0.002318 || Task Loss: 0.1993 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:43:06 || Estimated Time: 6:29:40
2023-08-07 04:53:39,044 semantic_segmentation INFO: Iters: 136330/150000 || Lr: 0.002316 || Task Loss: 0.1412 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:43:23 || Estimated Time: 6:29:23
2023-08-07 04:53:55,846 semantic_segmentation INFO: Iters: 136340/150000 || Lr: 0.002315 || Task Loss: 0.1900 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:43:40 || Estimated Time: 6:29:06
2023-08-07 04:54:12,634 semantic_segmentation INFO: Iters: 136350/150000 || Lr: 0.002313 || Task Loss: 0.3788 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:43:57 || Estimated Time: 6:28:49
2023-08-07 04:54:29,285 semantic_segmentation INFO: Iters: 136360/150000 || Lr: 0.002312 || Task Loss: 0.1456 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:44:13 || Estimated Time: 6:28:32
2023-08-07 04:54:46,025 semantic_segmentation INFO: Iters: 136370/150000 || Lr: 0.002310 || Task Loss: 0.1579 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:44:30 || Estimated Time: 6:28:15
2023-08-07 04:55:02,767 semantic_segmentation INFO: Iters: 136380/150000 || Lr: 0.002309 || Task Loss: 0.1416 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:44:47 || Estimated Time: 6:27:57
2023-08-07 04:55:19,462 semantic_segmentation INFO: Iters: 136390/150000 || Lr: 0.002307 || Task Loss: 0.1517 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:45:04 || Estimated Time: 6:27:40
2023-08-07 04:55:36,252 semantic_segmentation INFO: Iters: 136400/150000 || Lr: 0.002305 || Task Loss: 0.1380 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:45:20 || Estimated Time: 6:27:23
2023-08-07 04:55:53,008 semantic_segmentation INFO: Iters: 136410/150000 || Lr: 0.002304 || Task Loss: 0.2736 || KD Loss: 0.0545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:45:37 || Estimated Time: 6:27:06
2023-08-07 04:56:09,836 semantic_segmentation INFO: Iters: 136420/150000 || Lr: 0.002302 || Task Loss: 0.1153 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:45:54 || Estimated Time: 6:26:49
2023-08-07 04:56:26,586 semantic_segmentation INFO: Iters: 136430/150000 || Lr: 0.002301 || Task Loss: 0.1459 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:46:11 || Estimated Time: 6:26:32
2023-08-07 04:56:43,373 semantic_segmentation INFO: Iters: 136440/150000 || Lr: 0.002299 || Task Loss: 0.1421 || KD Loss: 0.0268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:46:27 || Estimated Time: 6:26:15
2023-08-07 04:57:00,163 semantic_segmentation INFO: Iters: 136450/150000 || Lr: 0.002298 || Task Loss: 0.1669 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:46:44 || Estimated Time: 6:25:58
2023-08-07 04:57:16,911 semantic_segmentation INFO: Iters: 136460/150000 || Lr: 0.002296 || Task Loss: 0.2078 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:47:01 || Estimated Time: 6:25:40
2023-08-07 04:57:33,639 semantic_segmentation INFO: Iters: 136470/150000 || Lr: 0.002295 || Task Loss: 0.1390 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:47:18 || Estimated Time: 6:25:23
2023-08-07 04:57:50,392 semantic_segmentation INFO: Iters: 136480/150000 || Lr: 0.002293 || Task Loss: 0.1803 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:47:34 || Estimated Time: 6:25:06
2023-08-07 04:58:07,132 semantic_segmentation INFO: Iters: 136490/150000 || Lr: 0.002292 || Task Loss: 0.1634 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:47:51 || Estimated Time: 6:24:49
2023-08-07 04:58:23,853 semantic_segmentation INFO: Iters: 136500/150000 || Lr: 0.002290 || Task Loss: 0.0940 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:48:08 || Estimated Time: 6:24:32
2023-08-07 04:58:40,718 semantic_segmentation INFO: Iters: 136510/150000 || Lr: 0.002289 || Task Loss: 0.2179 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:48:25 || Estimated Time: 6:24:15
2023-08-07 04:58:57,640 semantic_segmentation INFO: Iters: 136520/150000 || Lr: 0.002287 || Task Loss: 0.1477 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:48:42 || Estimated Time: 6:23:58
2023-08-07 04:59:14,415 semantic_segmentation INFO: Iters: 136530/150000 || Lr: 0.002286 || Task Loss: 0.1503 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:48:58 || Estimated Time: 6:23:41
2023-08-07 04:59:31,095 semantic_segmentation INFO: Iters: 136540/150000 || Lr: 0.002284 || Task Loss: 0.1649 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:49:15 || Estimated Time: 6:23:23
2023-08-07 04:59:47,840 semantic_segmentation INFO: Iters: 136550/150000 || Lr: 0.002283 || Task Loss: 0.1919 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:49:32 || Estimated Time: 6:23:06
2023-08-07 05:00:04,533 semantic_segmentation INFO: Iters: 136560/150000 || Lr: 0.002281 || Task Loss: 0.1692 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:49:49 || Estimated Time: 6:22:49
2023-08-07 05:00:21,270 semantic_segmentation INFO: Iters: 136570/150000 || Lr: 0.002280 || Task Loss: 0.2033 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:50:05 || Estimated Time: 6:22:32
2023-08-07 05:00:38,155 semantic_segmentation INFO: Iters: 136580/150000 || Lr: 0.002278 || Task Loss: 0.2741 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:50:22 || Estimated Time: 6:22:15
2023-08-07 05:00:54,914 semantic_segmentation INFO: Iters: 136590/150000 || Lr: 0.002276 || Task Loss: 0.1297 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:50:39 || Estimated Time: 6:21:58
2023-08-07 05:01:11,641 semantic_segmentation INFO: Iters: 136600/150000 || Lr: 0.002275 || Task Loss: 0.1457 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:50:56 || Estimated Time: 6:21:41
2023-08-07 05:01:28,337 semantic_segmentation INFO: Iters: 136610/150000 || Lr: 0.002273 || Task Loss: 0.1361 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:51:12 || Estimated Time: 6:21:24
2023-08-07 05:01:45,081 semantic_segmentation INFO: Iters: 136620/150000 || Lr: 0.002272 || Task Loss: 0.1458 || KD Loss: 0.0234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:51:29 || Estimated Time: 6:21:06
2023-08-07 05:02:01,774 semantic_segmentation INFO: Iters: 136630/150000 || Lr: 0.002270 || Task Loss: 0.1752 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:51:46 || Estimated Time: 6:20:49
2023-08-07 05:02:18,470 semantic_segmentation INFO: Iters: 136640/150000 || Lr: 0.002269 || Task Loss: 0.1836 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:52:03 || Estimated Time: 6:20:32
2023-08-07 05:02:35,265 semantic_segmentation INFO: Iters: 136650/150000 || Lr: 0.002267 || Task Loss: 0.1331 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:52:19 || Estimated Time: 6:20:15
2023-08-07 05:02:51,940 semantic_segmentation INFO: Iters: 136660/150000 || Lr: 0.002266 || Task Loss: 0.1721 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:52:36 || Estimated Time: 6:19:58
2023-08-07 05:03:08,599 semantic_segmentation INFO: Iters: 136670/150000 || Lr: 0.002264 || Task Loss: 0.1170 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:52:53 || Estimated Time: 6:19:41
2023-08-07 05:03:25,373 semantic_segmentation INFO: Iters: 136680/150000 || Lr: 0.002263 || Task Loss: 0.1185 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0526|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:53:09 || Estimated Time: 6:19:24
2023-08-07 05:03:42,150 semantic_segmentation INFO: Iters: 136690/150000 || Lr: 0.002261 || Task Loss: 0.1732 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:53:26 || Estimated Time: 6:19:07
2023-08-07 05:03:58,871 semantic_segmentation INFO: Iters: 136700/150000 || Lr: 0.002260 || Task Loss: 0.1949 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:53:43 || Estimated Time: 6:18:49
2023-08-07 05:04:15,573 semantic_segmentation INFO: Iters: 136710/150000 || Lr: 0.002258 || Task Loss: 0.2638 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:54:00 || Estimated Time: 6:18:32
2023-08-07 05:04:32,336 semantic_segmentation INFO: Iters: 136720/150000 || Lr: 0.002257 || Task Loss: 0.2804 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:54:16 || Estimated Time: 6:18:15
2023-08-07 05:04:49,024 semantic_segmentation INFO: Iters: 136730/150000 || Lr: 0.002255 || Task Loss: 0.1508 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:54:33 || Estimated Time: 6:17:58
2023-08-07 05:05:05,735 semantic_segmentation INFO: Iters: 136740/150000 || Lr: 0.002254 || Task Loss: 0.1665 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:54:50 || Estimated Time: 6:17:41
2023-08-07 05:05:22,456 semantic_segmentation INFO: Iters: 136750/150000 || Lr: 0.002252 || Task Loss: 0.1787 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:55:06 || Estimated Time: 6:17:24
2023-08-07 05:05:39,190 semantic_segmentation INFO: Iters: 136760/150000 || Lr: 0.002250 || Task Loss: 0.1393 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:55:23 || Estimated Time: 6:17:07
2023-08-07 05:05:55,898 semantic_segmentation INFO: Iters: 136770/150000 || Lr: 0.002249 || Task Loss: 0.1204 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:55:40 || Estimated Time: 6:16:50
2023-08-07 05:06:12,667 semantic_segmentation INFO: Iters: 136780/150000 || Lr: 0.002247 || Task Loss: 0.1187 || KD Loss: 0.0236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:55:57 || Estimated Time: 6:16:32
2023-08-07 05:06:29,281 semantic_segmentation INFO: Iters: 136790/150000 || Lr: 0.002246 || Task Loss: 0.1292 || KD Loss: 0.0273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:56:13 || Estimated Time: 6:16:15
2023-08-07 05:06:46,024 semantic_segmentation INFO: Iters: 136800/150000 || Lr: 0.002244 || Task Loss: 0.1239 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:56:30 || Estimated Time: 6:15:58
2023-08-07 05:06:46,103 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 05:06:46,893 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.419
2023-08-07 05:06:47,063 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.510
2023-08-07 05:06:47,183 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.524
2023-08-07 05:06:47,299 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.550
2023-08-07 05:06:47,420 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.551
2023-08-07 05:06:47,545 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.553
2023-08-07 05:06:47,667 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.586
2023-08-07 05:06:47,790 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.622
2023-08-07 05:06:47,910 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.672
2023-08-07 05:06:48,033 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.723
2023-08-07 05:06:48,156 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.729
2023-08-07 05:06:48,278 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.758
2023-08-07 05:06:48,401 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.760
2023-08-07 05:06:48,520 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.754
2023-08-07 05:06:48,645 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.749
2023-08-07 05:06:48,777 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.740
2023-08-07 05:06:48,894 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.740
2023-08-07 05:06:49,013 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.746
2023-08-07 05:06:49,130 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.752
2023-08-07 05:06:49,247 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.759
2023-08-07 05:06:49,364 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.759
2023-08-07 05:06:49,488 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.769
2023-08-07 05:06:49,611 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.765
2023-08-07 05:06:49,733 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.771
2023-08-07 05:06:49,851 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.782
2023-08-07 05:06:49,968 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.783
2023-08-07 05:06:50,090 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.768
2023-08-07 05:06:50,215 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:06:50,337 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 05:06:50,457 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.770
2023-08-07 05:06:50,573 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 05:06:50,698 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.767
2023-08-07 05:06:50,828 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 05:06:50,946 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.766
2023-08-07 05:06:51,066 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 05:06:51,185 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 05:06:51,311 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:06:51,438 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:06:51,560 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 05:06:51,683 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 05:06:51,803 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 05:06:51,926 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 05:06:52,049 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 05:06:52,172 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 05:06:52,294 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 05:06:52,412 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 05:06:52,537 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 05:06:52,668 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 05:06:52,787 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 05:06:52,905 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 05:06:53,024 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 05:06:53,151 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:06:53,284 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.765
2023-08-07 05:06:53,406 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 05:06:53,528 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 05:06:53,649 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 05:06:53,772 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 05:06:53,900 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.775
2023-08-07 05:06:54,025 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 05:06:54,150 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.775
2023-08-07 05:06:54,272 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.779
2023-08-07 05:06:54,394 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.780
2023-08-07 05:06:54,515 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.779
2023-08-07 05:06:54,636 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.779
2023-08-07 05:06:54,757 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.781
2023-08-07 05:06:54,877 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.782
2023-08-07 05:06:55,003 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.780
2023-08-07 05:06:55,137 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.781
2023-08-07 05:06:55,260 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.780
2023-08-07 05:06:55,385 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.780
2023-08-07 05:06:55,507 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.780
2023-08-07 05:06:55,629 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.779
2023-08-07 05:06:55,750 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.779
2023-08-07 05:06:55,872 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.779
2023-08-07 05:06:55,994 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.780
2023-08-07 05:06:56,114 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.780
2023-08-07 05:06:56,235 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.780
2023-08-07 05:06:56,359 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.779
2023-08-07 05:06:56,484 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.778
2023-08-07 05:06:56,608 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.779
2023-08-07 05:06:56,726 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.781
2023-08-07 05:06:56,853 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.779
2023-08-07 05:06:56,983 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.779
2023-08-07 05:06:57,106 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.777
2023-08-07 05:06:57,228 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 05:06:57,348 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 05:06:57,467 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 05:06:57,587 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 05:06:57,707 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 05:06:57,825 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 05:06:57,943 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 05:06:58,070 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 05:06:58,203 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 05:06:58,323 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 05:06:58,446 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 05:06:58,562 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 05:06:58,686 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 05:06:58,815 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 05:06:58,935 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.952, mIoU: 0.780
2023-08-07 05:06:59,056 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.780
2023-08-07 05:06:59,174 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.780
2023-08-07 05:06:59,297 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:06:59,425 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:06:59,546 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 05:06:59,667 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 05:06:59,785 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 05:06:59,912 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 05:07:00,045 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:07:00,166 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:07:00,286 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.778
2023-08-07 05:07:00,405 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.778
2023-08-07 05:07:00,528 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:07:00,659 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:07:00,781 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 05:07:00,902 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 05:07:01,020 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 05:07:01,144 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.774
2023-08-07 05:07:01,273 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.774
2023-08-07 05:07:01,398 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.775
2023-08-07 05:07:01,522 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.775
2023-08-07 05:07:01,643 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.775
2023-08-07 05:07:01,766 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.774
2023-08-07 05:07:01,890 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.774
2023-08-07 05:07:02,013 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.775
2023-08-07 05:07:02,134 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.775
2023-08-07 05:07:02,254 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:07:02,377 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.778
2023-08-07 05:07:02,507 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.950, mIoU: 0.778
2023-08-07 05:07:02,632 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:07:02,756 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:07:02,879 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 05:07:03,000 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 05:07:03,122 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:03,241 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:03,360 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:03,478 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:03,607 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:03,741 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 05:07:03,864 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 05:07:03,993 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:04,117 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 05:07:04,239 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:04,360 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 05:07:04,478 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:04,599 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:04,719 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:04,844 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:04,970 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 05:07:05,093 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 05:07:05,213 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 05:07:05,330 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 05:07:05,452 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 05:07:05,575 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 05:07:05,698 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 05:07:05,819 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 05:07:05,937 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.952, mIoU: 0.776
2023-08-07 05:07:06,065 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.952, mIoU: 0.776
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2023-08-07 05:07:30,497 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 05:07:30,620 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 05:07:30,743 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 05:07:30,870 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 05:07:30,999 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 05:07:31,125 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 05:07:31,250 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 05:07:31,373 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 05:07:31,497 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-07 05:07:31,617 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-07 05:07:31,737 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-07 05:07:31,866 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-07 05:07:32,002 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 05:07:32,125 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 05:07:32,251 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 05:07:32,377 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 05:07:32,499 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 05:07:32,622 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 05:07:32,747 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 05:07:32,866 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-07 05:07:32,984 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 05:07:33,112 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 05:07:33,239 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 05:07:33,364 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 05:07:33,488 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 05:07:33,614 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.954, mIoU: 0.762
2023-08-07 05:07:33,736 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.954, mIoU: 0.762
2023-08-07 05:07:33,859 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.954, mIoU: 0.762
2023-08-07 05:07:33,980 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.954, mIoU: 0.762
2023-08-07 05:07:34,107 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:34,239 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:34,359 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:34,481 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:34,602 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:34,725 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:34,850 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:34,976 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:35,101 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:35,224 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:35,344 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:35,465 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:35,585 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 05:07:35,704 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:07:35,821 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:07:35,945 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:07:36,074 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:07:36,195 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:07:36,316 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:07:36,437 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:36,556 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:36,674 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:36,801 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:36,930 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:37,054 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:37,178 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:37,305 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:37,431 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:37,559 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:37,682 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:37,804 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:37,929 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 05:07:38,052 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.955, mIoU: 0.765
2023-08-07 05:07:38,176 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.955, mIoU: 0.765
2023-08-07 05:07:38,297 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.955, mIoU: 0.765
2023-08-07 05:07:38,421 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.955, mIoU: 0.765
2023-08-07 05:07:38,551 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.955, mIoU: 0.765
2023-08-07 05:07:38,678 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:38,806 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:38,927 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:39,054 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:39,178 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:39,302 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:39,428 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:39,556 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:39,680 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:39,805 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:39,928 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:40,056 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:40,185 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:40,311 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:40,437 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:40,557 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:40,681 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:40,805 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:40,928 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:41,048 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:41,170 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:41,294 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:41,420 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:41,545 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 05:07:41,670 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:07:41,795 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:07:41,915 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:07:42,038 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:07:42,159 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:07:42,281 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:07:42,404 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:07:42,523 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:07:42,644 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:07:42,763 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 05:07:42,882 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 05:07:42,999 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 05:07:43,123 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 05:07:43,245 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 05:07:43,371 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 05:07:43,496 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 05:07:43,620 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 05:07:43,740 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:43,861 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:43,981 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:44,101 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:44,220 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:44,344 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:44,474 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:44,595 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:44,716 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:44,835 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:44,953 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:45,067 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:45,192 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:45,320 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:45,445 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:45,570 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:45,693 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:45,815 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:45,938 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:46,060 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:46,186 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 05:07:46,314 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:07:46,434 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.768
2023-08-07 05:07:46,555 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.768
2023-08-07 05:07:46,675 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 05:07:46,802 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 05:07:46,935 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 05:07:47,055 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 05:07:47,174 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 05:07:47,294 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 05:07:47,416 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 05:07:47,539 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 05:07:47,662 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 05:07:47,787 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 05:07:47,912 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 05:07:48,033 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 05:07:48,156 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 05:08:05,322 semantic_segmentation INFO: Iters: 136810/150000 || Lr: 0.002243 || Task Loss: 0.1681 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:57:49 || Estimated Time: 6:15:47
2023-08-07 05:08:22,041 semantic_segmentation INFO: Iters: 136820/150000 || Lr: 0.002241 || Task Loss: 0.3079 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:58:06 || Estimated Time: 6:15:30
2023-08-07 05:08:38,902 semantic_segmentation INFO: Iters: 136830/150000 || Lr: 0.002240 || Task Loss: 0.1288 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:58:23 || Estimated Time: 6:15:13
2023-08-07 05:08:55,678 semantic_segmentation INFO: Iters: 136840/150000 || Lr: 0.002238 || Task Loss: 0.2278 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:58:40 || Estimated Time: 6:14:56
2023-08-07 05:09:12,525 semantic_segmentation INFO: Iters: 136850/150000 || Lr: 0.002237 || Task Loss: 0.1747 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:58:57 || Estimated Time: 6:14:39
2023-08-07 05:09:29,315 semantic_segmentation INFO: Iters: 136860/150000 || Lr: 0.002235 || Task Loss: 0.2160 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:59:13 || Estimated Time: 6:14:21
2023-08-07 05:09:46,145 semantic_segmentation INFO: Iters: 136870/150000 || Lr: 0.002234 || Task Loss: 0.2092 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:59:30 || Estimated Time: 6:14:04
2023-08-07 05:10:02,947 semantic_segmentation INFO: Iters: 136880/150000 || Lr: 0.002232 || Task Loss: 0.2281 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 16:59:47 || Estimated Time: 6:13:47
2023-08-07 05:10:19,707 semantic_segmentation INFO: Iters: 136890/150000 || Lr: 0.002231 || Task Loss: 0.1573 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:00:04 || Estimated Time: 6:13:30
2023-08-07 05:10:36,541 semantic_segmentation INFO: Iters: 136900/150000 || Lr: 0.002229 || Task Loss: 0.2074 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:00:21 || Estimated Time: 6:13:13
2023-08-07 05:10:53,313 semantic_segmentation INFO: Iters: 136910/150000 || Lr: 0.002228 || Task Loss: 0.0953 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:00:37 || Estimated Time: 6:12:56
2023-08-07 05:11:10,055 semantic_segmentation INFO: Iters: 136920/150000 || Lr: 0.002226 || Task Loss: 0.2716 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:00:54 || Estimated Time: 6:12:39
2023-08-07 05:11:26,855 semantic_segmentation INFO: Iters: 136930/150000 || Lr: 0.002224 || Task Loss: 0.1815 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:01:11 || Estimated Time: 6:12:22
2023-08-07 05:11:43,467 semantic_segmentation INFO: Iters: 136940/150000 || Lr: 0.002223 || Task Loss: 0.2407 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:01:28 || Estimated Time: 6:12:04
2023-08-07 05:12:00,252 semantic_segmentation INFO: Iters: 136950/150000 || Lr: 0.002221 || Task Loss: 0.1281 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:01:44 || Estimated Time: 6:11:47
2023-08-07 05:12:17,020 semantic_segmentation INFO: Iters: 136960/150000 || Lr: 0.002220 || Task Loss: 0.3347 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 6:11:30
2023-08-07 05:12:33,633 semantic_segmentation INFO: Iters: 136970/150000 || Lr: 0.002218 || Task Loss: 0.0581 || KD Loss: 0.0208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0519|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:02:18 || Estimated Time: 6:11:13
2023-08-07 05:12:50,408 semantic_segmentation INFO: Iters: 136980/150000 || Lr: 0.002217 || Task Loss: 0.3777 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 6:10:56
2023-08-07 05:13:07,096 semantic_segmentation INFO: Iters: 136990/150000 || Lr: 0.002215 || Task Loss: 0.1978 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 6:10:39
2023-08-07 05:13:23,870 semantic_segmentation INFO: Iters: 137000/150000 || Lr: 0.002214 || Task Loss: 0.2623 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 6:10:22
2023-08-07 05:13:40,604 semantic_segmentation INFO: Iters: 137010/150000 || Lr: 0.002212 || Task Loss: 0.1974 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 6:10:05
2023-08-07 05:13:57,339 semantic_segmentation INFO: Iters: 137020/150000 || Lr: 0.002211 || Task Loss: 0.1177 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:03:41 || Estimated Time: 6:09:47
2023-08-07 05:14:13,997 semantic_segmentation INFO: Iters: 137030/150000 || Lr: 0.002209 || Task Loss: 0.2711 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:03:58 || Estimated Time: 6:09:30
2023-08-07 05:14:30,746 semantic_segmentation INFO: Iters: 137040/150000 || Lr: 0.002208 || Task Loss: 0.1420 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:04:15 || Estimated Time: 6:09:13
2023-08-07 05:14:47,409 semantic_segmentation INFO: Iters: 137050/150000 || Lr: 0.002206 || Task Loss: 0.1322 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:04:31 || Estimated Time: 6:08:56
2023-08-07 05:15:04,148 semantic_segmentation INFO: Iters: 137060/150000 || Lr: 0.002205 || Task Loss: 0.1297 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:04:48 || Estimated Time: 6:08:39
2023-08-07 05:15:20,873 semantic_segmentation INFO: Iters: 137070/150000 || Lr: 0.002203 || Task Loss: 0.1450 || KD Loss: 0.0202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0530|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:05:05 || Estimated Time: 6:08:22
2023-08-07 05:15:37,602 semantic_segmentation INFO: Iters: 137080/150000 || Lr: 0.002201 || Task Loss: 0.1670 || KD Loss: 0.0500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:05:22 || Estimated Time: 6:08:05
2023-08-07 05:15:54,253 semantic_segmentation INFO: Iters: 137090/150000 || Lr: 0.002200 || Task Loss: 0.1653 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:05:38 || Estimated Time: 6:07:48
2023-08-07 05:16:10,971 semantic_segmentation INFO: Iters: 137100/150000 || Lr: 0.002198 || Task Loss: 0.1253 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:05:55 || Estimated Time: 6:07:30
2023-08-07 05:16:27,640 semantic_segmentation INFO: Iters: 137110/150000 || Lr: 0.002197 || Task Loss: 0.2268 || KD Loss: 0.0667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:06:12 || Estimated Time: 6:07:13
2023-08-07 05:16:44,311 semantic_segmentation INFO: Iters: 137120/150000 || Lr: 0.002195 || Task Loss: 0.2596 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:06:28 || Estimated Time: 6:06:56
2023-08-07 05:17:01,077 semantic_segmentation INFO: Iters: 137130/150000 || Lr: 0.002194 || Task Loss: 0.1463 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:06:45 || Estimated Time: 6:06:39
2023-08-07 05:17:17,789 semantic_segmentation INFO: Iters: 137140/150000 || Lr: 0.002192 || Task Loss: 0.1974 || KD Loss: 0.0269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:07:02 || Estimated Time: 6:06:22
2023-08-07 05:17:34,533 semantic_segmentation INFO: Iters: 137150/150000 || Lr: 0.002191 || Task Loss: 0.1605 || KD Loss: 0.0258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:07:19 || Estimated Time: 6:06:05
2023-08-07 05:17:51,254 semantic_segmentation INFO: Iters: 137160/150000 || Lr: 0.002189 || Task Loss: 0.1603 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:07:35 || Estimated Time: 6:05:48
2023-08-07 05:18:07,909 semantic_segmentation INFO: Iters: 137170/150000 || Lr: 0.002188 || Task Loss: 0.1807 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:07:52 || Estimated Time: 6:05:30
2023-08-07 05:18:24,649 semantic_segmentation INFO: Iters: 137180/150000 || Lr: 0.002186 || Task Loss: 0.1147 || KD Loss: 0.0245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:08:09 || Estimated Time: 6:05:13
2023-08-07 05:18:41,365 semantic_segmentation INFO: Iters: 137190/150000 || Lr: 0.002185 || Task Loss: 0.1722 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:08:25 || Estimated Time: 6:04:56
2023-08-07 05:18:58,059 semantic_segmentation INFO: Iters: 137200/150000 || Lr: 0.002183 || Task Loss: 0.2382 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:08:42 || Estimated Time: 6:04:39
2023-08-07 05:19:14,681 semantic_segmentation INFO: Iters: 137210/150000 || Lr: 0.002182 || Task Loss: 0.2331 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:08:59 || Estimated Time: 6:04:22
2023-08-07 05:19:31,383 semantic_segmentation INFO: Iters: 137220/150000 || Lr: 0.002180 || Task Loss: 0.1174 || KD Loss: 0.0469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:09:15 || Estimated Time: 6:04:05
2023-08-07 05:19:48,135 semantic_segmentation INFO: Iters: 137230/150000 || Lr: 0.002178 || Task Loss: 0.1395 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:09:32 || Estimated Time: 6:03:48
2023-08-07 05:20:04,845 semantic_segmentation INFO: Iters: 137240/150000 || Lr: 0.002177 || Task Loss: 0.1466 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:09:49 || Estimated Time: 6:03:31
2023-08-07 05:20:21,535 semantic_segmentation INFO: Iters: 137250/150000 || Lr: 0.002175 || Task Loss: 0.1613 || KD Loss: 0.0274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:10:06 || Estimated Time: 6:03:13
2023-08-07 05:20:38,291 semantic_segmentation INFO: Iters: 137260/150000 || Lr: 0.002174 || Task Loss: 0.1345 || KD Loss: 0.0271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:10:22 || Estimated Time: 6:02:56
2023-08-07 05:20:55,032 semantic_segmentation INFO: Iters: 137270/150000 || Lr: 0.002172 || Task Loss: 0.3503 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:10:39 || Estimated Time: 6:02:39
2023-08-07 05:21:11,874 semantic_segmentation INFO: Iters: 137280/150000 || Lr: 0.002171 || Task Loss: 0.2102 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:10:56 || Estimated Time: 6:02:22
2023-08-07 05:21:28,635 semantic_segmentation INFO: Iters: 137290/150000 || Lr: 0.002169 || Task Loss: 0.1780 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:11:13 || Estimated Time: 6:02:05
2023-08-07 05:21:45,403 semantic_segmentation INFO: Iters: 137300/150000 || Lr: 0.002168 || Task Loss: 0.1590 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:11:29 || Estimated Time: 6:01:48
2023-08-07 05:22:02,208 semantic_segmentation INFO: Iters: 137310/150000 || Lr: 0.002166 || Task Loss: 0.2045 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:11:46 || Estimated Time: 6:01:31
2023-08-07 05:22:18,997 semantic_segmentation INFO: Iters: 137320/150000 || Lr: 0.002165 || Task Loss: 0.1927 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:12:03 || Estimated Time: 6:01:14
2023-08-07 05:22:35,829 semantic_segmentation INFO: Iters: 137330/150000 || Lr: 0.002163 || Task Loss: 0.1751 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:12:20 || Estimated Time: 6:00:56
2023-08-07 05:22:52,610 semantic_segmentation INFO: Iters: 137340/150000 || Lr: 0.002162 || Task Loss: 0.1866 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:12:37 || Estimated Time: 6:00:39
2023-08-07 05:23:09,520 semantic_segmentation INFO: Iters: 137350/150000 || Lr: 0.002160 || Task Loss: 0.2060 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:12:54 || Estimated Time: 6:00:22
2023-08-07 05:23:26,526 semantic_segmentation INFO: Iters: 137360/150000 || Lr: 0.002158 || Task Loss: 0.2498 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:13:11 || Estimated Time: 6:00:05
2023-08-07 05:23:43,438 semantic_segmentation INFO: Iters: 137370/150000 || Lr: 0.002157 || Task Loss: 0.2244 || KD Loss: 0.0619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:13:27 || Estimated Time: 5:59:48
2023-08-07 05:24:00,303 semantic_segmentation INFO: Iters: 137380/150000 || Lr: 0.002155 || Task Loss: 0.1997 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:13:44 || Estimated Time: 5:59:31
2023-08-07 05:24:17,027 semantic_segmentation INFO: Iters: 137390/150000 || Lr: 0.002154 || Task Loss: 0.3343 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:14:01 || Estimated Time: 5:59:14
2023-08-07 05:24:33,742 semantic_segmentation INFO: Iters: 137400/150000 || Lr: 0.002152 || Task Loss: 0.1762 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:14:18 || Estimated Time: 5:58:57
2023-08-07 05:24:50,475 semantic_segmentation INFO: Iters: 137410/150000 || Lr: 0.002151 || Task Loss: 0.1060 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:14:35 || Estimated Time: 5:58:40
2023-08-07 05:25:07,212 semantic_segmentation INFO: Iters: 137420/150000 || Lr: 0.002149 || Task Loss: 0.0750 || KD Loss: 0.0198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:14:51 || Estimated Time: 5:58:22
2023-08-07 05:25:23,950 semantic_segmentation INFO: Iters: 137430/150000 || Lr: 0.002148 || Task Loss: 0.1952 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:15:08 || Estimated Time: 5:58:05
2023-08-07 05:25:40,652 semantic_segmentation INFO: Iters: 137440/150000 || Lr: 0.002146 || Task Loss: 0.1852 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:15:25 || Estimated Time: 5:57:48
2023-08-07 05:25:57,317 semantic_segmentation INFO: Iters: 137450/150000 || Lr: 0.002145 || Task Loss: 0.2633 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:15:41 || Estimated Time: 5:57:31
2023-08-07 05:26:14,066 semantic_segmentation INFO: Iters: 137460/150000 || Lr: 0.002143 || Task Loss: 0.3333 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:15:58 || Estimated Time: 5:57:14
2023-08-07 05:26:30,833 semantic_segmentation INFO: Iters: 137470/150000 || Lr: 0.002142 || Task Loss: 0.1870 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:16:15 || Estimated Time: 5:56:57
2023-08-07 05:26:47,570 semantic_segmentation INFO: Iters: 137480/150000 || Lr: 0.002140 || Task Loss: 0.2584 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:16:32 || Estimated Time: 5:56:40
2023-08-07 05:27:04,309 semantic_segmentation INFO: Iters: 137490/150000 || Lr: 0.002139 || Task Loss: 0.1237 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:16:48 || Estimated Time: 5:56:23
2023-08-07 05:27:21,012 semantic_segmentation INFO: Iters: 137500/150000 || Lr: 0.002137 || Task Loss: 0.1534 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:17:05 || Estimated Time: 5:56:05
2023-08-07 05:27:37,724 semantic_segmentation INFO: Iters: 137510/150000 || Lr: 0.002135 || Task Loss: 0.1881 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:17:22 || Estimated Time: 5:55:48
2023-08-07 05:27:54,411 semantic_segmentation INFO: Iters: 137520/150000 || Lr: 0.002134 || Task Loss: 0.1761 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:17:38 || Estimated Time: 5:55:31
2023-08-07 05:28:11,097 semantic_segmentation INFO: Iters: 137530/150000 || Lr: 0.002132 || Task Loss: 0.1339 || KD Loss: 0.0253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:17:55 || Estimated Time: 5:55:14
2023-08-07 05:28:27,775 semantic_segmentation INFO: Iters: 137540/150000 || Lr: 0.002131 || Task Loss: 0.1284 || KD Loss: 0.0256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:18:12 || Estimated Time: 5:54:57
2023-08-07 05:28:44,444 semantic_segmentation INFO: Iters: 137550/150000 || Lr: 0.002129 || Task Loss: 0.1828 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:18:28 || Estimated Time: 5:54:40
2023-08-07 05:29:01,173 semantic_segmentation INFO: Iters: 137560/150000 || Lr: 0.002128 || Task Loss: 0.3532 || KD Loss: 0.0258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:18:45 || Estimated Time: 5:54:23
2023-08-07 05:29:17,839 semantic_segmentation INFO: Iters: 137570/150000 || Lr: 0.002126 || Task Loss: 0.1987 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:19:02 || Estimated Time: 5:54:06
2023-08-07 05:29:34,563 semantic_segmentation INFO: Iters: 137580/150000 || Lr: 0.002125 || Task Loss: 0.1625 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:19:19 || Estimated Time: 5:53:48
2023-08-07 05:29:51,341 semantic_segmentation INFO: Iters: 137590/150000 || Lr: 0.002123 || Task Loss: 0.1527 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:19:35 || Estimated Time: 5:53:31
2023-08-07 05:30:08,072 semantic_segmentation INFO: Iters: 137600/150000 || Lr: 0.002122 || Task Loss: 0.2078 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:19:52 || Estimated Time: 5:53:14
2023-08-07 05:30:08,149 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 05:30:09,033 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-07 05:30:09,153 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.512
2023-08-07 05:30:09,273 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.531
2023-08-07 05:30:09,396 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.556
2023-08-07 05:30:09,519 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.552
2023-08-07 05:30:09,641 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.554
2023-08-07 05:30:09,758 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.593
2023-08-07 05:30:09,881 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.627
2023-08-07 05:30:10,008 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.677
2023-08-07 05:30:10,129 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.733
2023-08-07 05:30:10,249 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.739
2023-08-07 05:30:10,368 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.762
2023-08-07 05:30:10,494 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.764
2023-08-07 05:30:10,625 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.755
2023-08-07 05:30:10,744 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.753
2023-08-07 05:30:10,863 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.744
2023-08-07 05:30:10,980 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.744
2023-08-07 05:30:11,097 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.751
2023-08-07 05:30:11,214 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.755
2023-08-07 05:30:11,335 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.762
2023-08-07 05:30:11,458 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.762
2023-08-07 05:30:11,578 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.763
2023-08-07 05:30:11,701 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.761
2023-08-07 05:30:11,820 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.767
2023-08-07 05:30:11,942 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.777
2023-08-07 05:30:12,066 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.779
2023-08-07 05:30:12,188 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:30:12,310 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 05:30:12,428 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 05:30:12,552 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.765
2023-08-07 05:30:12,679 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:30:12,800 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 05:30:12,921 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 05:30:13,039 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 05:30:13,163 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 05:30:13,290 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 05:30:13,413 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 05:30:13,536 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-07 05:30:13,656 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-07 05:30:13,776 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-07 05:30:13,901 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-07 05:30:14,025 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 05:30:14,147 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-07 05:30:14,266 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 05:30:14,391 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 05:30:14,523 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 05:30:14,642 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-07 05:30:14,763 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-07 05:30:14,883 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-07 05:30:15,005 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 05:30:15,129 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 05:30:15,254 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 05:30:15,379 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 05:30:15,501 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 05:30:15,623 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 05:30:15,744 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 05:30:15,866 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 05:30:15,988 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 05:30:16,106 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.773
2023-08-07 05:30:16,233 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 05:30:16,364 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.774
2023-08-07 05:30:16,486 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.775
2023-08-07 05:30:16,608 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.774
2023-08-07 05:30:16,729 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.773
2023-08-07 05:30:16,852 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-07 05:30:16,976 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.776
2023-08-07 05:30:17,099 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.775
2023-08-07 05:30:17,221 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.776
2023-08-07 05:30:17,341 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.775
2023-08-07 05:30:17,467 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.775
2023-08-07 05:30:17,595 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.775
2023-08-07 05:30:17,722 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-07 05:30:17,847 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.774
2023-08-07 05:30:17,971 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.774
2023-08-07 05:30:18,090 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-07 05:30:18,211 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-07 05:30:18,331 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-07 05:30:18,450 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-07 05:30:18,570 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.774
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2023-08-07 05:31:07,636 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:31:07,766 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:31:07,888 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:31:08,010 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:31:08,132 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:31:08,255 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:31:08,379 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:31:08,504 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:31:08,628 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:31:08,748 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:31:08,870 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:31:08,994 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:31:09,118 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:31:09,240 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:31:09,357 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:31:09,484 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:31:09,617 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:31:09,737 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:31:09,860 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:31:09,982 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:31:10,102 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:31:10,222 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:31:10,343 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:31:27,279 semantic_segmentation INFO: Iters: 137610/150000 || Lr: 0.002120 || Task Loss: 0.2269 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:21:11 || Estimated Time: 5:53:03
2023-08-07 05:31:44,067 semantic_segmentation INFO: Iters: 137620/150000 || Lr: 0.002118 || Task Loss: 0.2021 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:21:28 || Estimated Time: 5:52:46
2023-08-07 05:32:00,899 semantic_segmentation INFO: Iters: 137630/150000 || Lr: 0.002117 || Task Loss: 0.1059 || KD Loss: 0.0211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:21:45 || Estimated Time: 5:52:28
2023-08-07 05:32:17,759 semantic_segmentation INFO: Iters: 137640/150000 || Lr: 0.002115 || Task Loss: 0.1616 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:22:02 || Estimated Time: 5:52:11
2023-08-07 05:32:34,434 semantic_segmentation INFO: Iters: 137650/150000 || Lr: 0.002114 || Task Loss: 0.2109 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:22:18 || Estimated Time: 5:51:54
2023-08-07 05:32:51,241 semantic_segmentation INFO: Iters: 137660/150000 || Lr: 0.002112 || Task Loss: 0.3514 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:22:35 || Estimated Time: 5:51:37
2023-08-07 05:33:08,002 semantic_segmentation INFO: Iters: 137670/150000 || Lr: 0.002111 || Task Loss: 0.2635 || KD Loss: 0.0515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:22:52 || Estimated Time: 5:51:20
2023-08-07 05:33:24,763 semantic_segmentation INFO: Iters: 137680/150000 || Lr: 0.002109 || Task Loss: 0.2199 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:23:09 || Estimated Time: 5:51:03
2023-08-07 05:33:41,586 semantic_segmentation INFO: Iters: 137690/150000 || Lr: 0.002108 || Task Loss: 0.2194 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:23:26 || Estimated Time: 5:50:46
2023-08-07 05:33:58,321 semantic_segmentation INFO: Iters: 137700/150000 || Lr: 0.002106 || Task Loss: 0.1729 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:23:42 || Estimated Time: 5:50:29
2023-08-07 05:34:15,064 semantic_segmentation INFO: Iters: 137710/150000 || Lr: 0.002105 || Task Loss: 0.2851 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:23:59 || Estimated Time: 5:50:11
2023-08-07 05:34:31,794 semantic_segmentation INFO: Iters: 137720/150000 || Lr: 0.002103 || Task Loss: 0.1261 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:24:16 || Estimated Time: 5:49:54
2023-08-07 05:34:48,569 semantic_segmentation INFO: Iters: 137730/150000 || Lr: 0.002102 || Task Loss: 0.2194 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:24:33 || Estimated Time: 5:49:37
2023-08-07 05:35:05,301 semantic_segmentation INFO: Iters: 137740/150000 || Lr: 0.002100 || Task Loss: 0.1223 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:24:49 || Estimated Time: 5:49:20
2023-08-07 05:35:22,016 semantic_segmentation INFO: Iters: 137750/150000 || Lr: 0.002098 || Task Loss: 0.1098 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:25:06 || Estimated Time: 5:49:03
2023-08-07 05:35:38,707 semantic_segmentation INFO: Iters: 137760/150000 || Lr: 0.002097 || Task Loss: 0.2312 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:25:23 || Estimated Time: 5:48:46
2023-08-07 05:35:55,468 semantic_segmentation INFO: Iters: 137770/150000 || Lr: 0.002095 || Task Loss: 0.1896 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:25:40 || Estimated Time: 5:48:29
2023-08-07 05:36:12,166 semantic_segmentation INFO: Iters: 137780/150000 || Lr: 0.002094 || Task Loss: 0.1826 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:25:56 || Estimated Time: 5:48:11
2023-08-07 05:36:28,866 semantic_segmentation INFO: Iters: 137790/150000 || Lr: 0.002092 || Task Loss: 0.1952 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:26:13 || Estimated Time: 5:47:54
2023-08-07 05:36:45,648 semantic_segmentation INFO: Iters: 137800/150000 || Lr: 0.002091 || Task Loss: 0.1807 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:26:30 || Estimated Time: 5:47:37
2023-08-07 05:37:02,430 semantic_segmentation INFO: Iters: 137810/150000 || Lr: 0.002089 || Task Loss: 0.1204 || KD Loss: 0.0243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:26:46 || Estimated Time: 5:47:20
2023-08-07 05:37:19,112 semantic_segmentation INFO: Iters: 137820/150000 || Lr: 0.002088 || Task Loss: 0.0933 || KD Loss: 0.0202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0517|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:27:03 || Estimated Time: 5:47:03
2023-08-07 05:37:35,826 semantic_segmentation INFO: Iters: 137830/150000 || Lr: 0.002086 || Task Loss: 0.2208 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:27:20 || Estimated Time: 5:46:46
2023-08-07 05:37:52,609 semantic_segmentation INFO: Iters: 137840/150000 || Lr: 0.002085 || Task Loss: 0.2178 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:27:37 || Estimated Time: 5:46:29
2023-08-07 05:38:09,303 semantic_segmentation INFO: Iters: 137850/150000 || Lr: 0.002083 || Task Loss: 0.2374 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:27:53 || Estimated Time: 5:46:12
2023-08-07 05:38:26,017 semantic_segmentation INFO: Iters: 137860/150000 || Lr: 0.002082 || Task Loss: 0.1532 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:28:10 || Estimated Time: 5:45:54
2023-08-07 05:38:42,759 semantic_segmentation INFO: Iters: 137870/150000 || Lr: 0.002080 || Task Loss: 0.1791 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:28:27 || Estimated Time: 5:45:37
2023-08-07 05:38:59,460 semantic_segmentation INFO: Iters: 137880/150000 || Lr: 0.002078 || Task Loss: 0.1937 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:28:43 || Estimated Time: 5:45:20
2023-08-07 05:39:16,194 semantic_segmentation INFO: Iters: 137890/150000 || Lr: 0.002077 || Task Loss: 0.2517 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:29:00 || Estimated Time: 5:45:03
2023-08-07 05:39:32,913 semantic_segmentation INFO: Iters: 137900/150000 || Lr: 0.002075 || Task Loss: 0.1521 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:29:17 || Estimated Time: 5:44:46
2023-08-07 05:39:49,659 semantic_segmentation INFO: Iters: 137910/150000 || Lr: 0.002074 || Task Loss: 0.2085 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:29:34 || Estimated Time: 5:44:29
2023-08-07 05:40:06,459 semantic_segmentation INFO: Iters: 137920/150000 || Lr: 0.002072 || Task Loss: 0.1940 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:29:50 || Estimated Time: 5:44:12
2023-08-07 05:40:23,216 semantic_segmentation INFO: Iters: 137930/150000 || Lr: 0.002071 || Task Loss: 0.1896 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:30:07 || Estimated Time: 5:43:55
2023-08-07 05:40:40,008 semantic_segmentation INFO: Iters: 137940/150000 || Lr: 0.002069 || Task Loss: 0.1906 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:30:24 || Estimated Time: 5:43:37
2023-08-07 05:40:56,792 semantic_segmentation INFO: Iters: 137950/150000 || Lr: 0.002068 || Task Loss: 0.1829 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:30:41 || Estimated Time: 5:43:20
2023-08-07 05:41:13,598 semantic_segmentation INFO: Iters: 137960/150000 || Lr: 0.002066 || Task Loss: 0.1341 || KD Loss: 0.0220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0548|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:30:58 || Estimated Time: 5:43:03
2023-08-07 05:41:30,443 semantic_segmentation INFO: Iters: 137970/150000 || Lr: 0.002065 || Task Loss: 0.1417 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:31:14 || Estimated Time: 5:42:46
2023-08-07 05:41:47,271 semantic_segmentation INFO: Iters: 137980/150000 || Lr: 0.002063 || Task Loss: 0.1935 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:31:31 || Estimated Time: 5:42:29
2023-08-07 05:42:04,075 semantic_segmentation INFO: Iters: 137990/150000 || Lr: 0.002061 || Task Loss: 0.2351 || KD Loss: 0.0691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:31:48 || Estimated Time: 5:42:12
2023-08-07 05:42:20,842 semantic_segmentation INFO: Iters: 138000/150000 || Lr: 0.002060 || Task Loss: 0.1669 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:32:05 || Estimated Time: 5:41:55
2023-08-07 05:42:37,626 semantic_segmentation INFO: Iters: 138010/150000 || Lr: 0.002058 || Task Loss: 0.1927 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:32:22 || Estimated Time: 5:41:38
2023-08-07 05:42:54,407 semantic_segmentation INFO: Iters: 138020/150000 || Lr: 0.002057 || Task Loss: 0.2144 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:32:38 || Estimated Time: 5:41:20
2023-08-07 05:43:11,201 semantic_segmentation INFO: Iters: 138030/150000 || Lr: 0.002055 || Task Loss: 0.1287 || KD Loss: 0.0239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:32:55 || Estimated Time: 5:41:03
2023-08-07 05:43:27,936 semantic_segmentation INFO: Iters: 138040/150000 || Lr: 0.002054 || Task Loss: 0.1562 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:33:12 || Estimated Time: 5:40:46
2023-08-07 05:43:44,740 semantic_segmentation INFO: Iters: 138050/150000 || Lr: 0.002052 || Task Loss: 0.1573 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:33:29 || Estimated Time: 5:40:29
2023-08-07 05:44:01,532 semantic_segmentation INFO: Iters: 138060/150000 || Lr: 0.002051 || Task Loss: 0.1578 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:33:46 || Estimated Time: 5:40:12
2023-08-07 05:44:18,312 semantic_segmentation INFO: Iters: 138070/150000 || Lr: 0.002049 || Task Loss: 0.1972 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:34:02 || Estimated Time: 5:39:55
2023-08-07 05:44:35,096 semantic_segmentation INFO: Iters: 138080/150000 || Lr: 0.002048 || Task Loss: 0.1413 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:34:19 || Estimated Time: 5:39:38
2023-08-07 05:44:51,848 semantic_segmentation INFO: Iters: 138090/150000 || Lr: 0.002046 || Task Loss: 0.1655 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:34:36 || Estimated Time: 5:39:21
2023-08-07 05:45:08,638 semantic_segmentation INFO: Iters: 138100/150000 || Lr: 0.002044 || Task Loss: 0.1742 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:34:53 || Estimated Time: 5:39:03
2023-08-07 05:45:25,408 semantic_segmentation INFO: Iters: 138110/150000 || Lr: 0.002043 || Task Loss: 0.1939 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:35:09 || Estimated Time: 5:38:46
2023-08-07 05:45:42,051 semantic_segmentation INFO: Iters: 138120/150000 || Lr: 0.002041 || Task Loss: 0.2038 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:35:26 || Estimated Time: 5:38:29
2023-08-07 05:45:58,821 semantic_segmentation INFO: Iters: 138130/150000 || Lr: 0.002040 || Task Loss: 0.1413 || KD Loss: 0.0254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:35:43 || Estimated Time: 5:38:12
2023-08-07 05:46:15,554 semantic_segmentation INFO: Iters: 138140/150000 || Lr: 0.002038 || Task Loss: 0.2098 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:36:00 || Estimated Time: 5:37:55
2023-08-07 05:46:32,259 semantic_segmentation INFO: Iters: 138150/150000 || Lr: 0.002037 || Task Loss: 0.1846 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:36:16 || Estimated Time: 5:37:38
2023-08-07 05:46:49,009 semantic_segmentation INFO: Iters: 138160/150000 || Lr: 0.002035 || Task Loss: 0.2184 || KD Loss: 0.0478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:36:33 || Estimated Time: 5:37:21
2023-08-07 05:47:05,749 semantic_segmentation INFO: Iters: 138170/150000 || Lr: 0.002034 || Task Loss: 0.3354 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:36:50 || Estimated Time: 5:37:04
2023-08-07 05:47:22,463 semantic_segmentation INFO: Iters: 138180/150000 || Lr: 0.002032 || Task Loss: 0.2393 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:37:07 || Estimated Time: 5:36:46
2023-08-07 05:47:39,171 semantic_segmentation INFO: Iters: 138190/150000 || Lr: 0.002031 || Task Loss: 0.2133 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:37:23 || Estimated Time: 5:36:29
2023-08-07 05:47:55,979 semantic_segmentation INFO: Iters: 138200/150000 || Lr: 0.002029 || Task Loss: 0.2244 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:37:40 || Estimated Time: 5:36:12
2023-08-07 05:48:12,969 semantic_segmentation INFO: Iters: 138210/150000 || Lr: 0.002027 || Task Loss: 0.1383 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0530|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:37:57 || Estimated Time: 5:35:55
2023-08-07 05:48:29,940 semantic_segmentation INFO: Iters: 138220/150000 || Lr: 0.002026 || Task Loss: 0.1356 || KD Loss: 0.0243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:38:14 || Estimated Time: 5:35:38
2023-08-07 05:48:46,602 semantic_segmentation INFO: Iters: 138230/150000 || Lr: 0.002024 || Task Loss: 0.2485 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:38:31 || Estimated Time: 5:35:21
2023-08-07 05:49:03,331 semantic_segmentation INFO: Iters: 138240/150000 || Lr: 0.002023 || Task Loss: 0.2198 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:38:47 || Estimated Time: 5:35:04
2023-08-07 05:49:20,047 semantic_segmentation INFO: Iters: 138250/150000 || Lr: 0.002021 || Task Loss: 0.1127 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:39:04 || Estimated Time: 5:34:47
2023-08-07 05:49:36,774 semantic_segmentation INFO: Iters: 138260/150000 || Lr: 0.002020 || Task Loss: 0.1561 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:39:21 || Estimated Time: 5:34:29
2023-08-07 05:49:53,479 semantic_segmentation INFO: Iters: 138270/150000 || Lr: 0.002018 || Task Loss: 0.1579 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:39:38 || Estimated Time: 5:34:12
2023-08-07 05:50:10,212 semantic_segmentation INFO: Iters: 138280/150000 || Lr: 0.002017 || Task Loss: 0.1621 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:39:54 || Estimated Time: 5:33:55
2023-08-07 05:50:26,916 semantic_segmentation INFO: Iters: 138290/150000 || Lr: 0.002015 || Task Loss: 0.1343 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:40:11 || Estimated Time: 5:33:38
2023-08-07 05:50:43,661 semantic_segmentation INFO: Iters: 138300/150000 || Lr: 0.002013 || Task Loss: 0.1494 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:40:28 || Estimated Time: 5:33:21
2023-08-07 05:51:00,307 semantic_segmentation INFO: Iters: 138310/150000 || Lr: 0.002012 || Task Loss: 0.1871 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:40:44 || Estimated Time: 5:33:04
2023-08-07 05:51:17,071 semantic_segmentation INFO: Iters: 138320/150000 || Lr: 0.002010 || Task Loss: 0.2364 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:41:01 || Estimated Time: 5:32:47
2023-08-07 05:51:33,858 semantic_segmentation INFO: Iters: 138330/150000 || Lr: 0.002009 || Task Loss: 0.2396 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:41:18 || Estimated Time: 5:32:30
2023-08-07 05:51:50,564 semantic_segmentation INFO: Iters: 138340/150000 || Lr: 0.002007 || Task Loss: 0.1486 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:41:35 || Estimated Time: 5:32:12
2023-08-07 05:52:07,319 semantic_segmentation INFO: Iters: 138350/150000 || Lr: 0.002006 || Task Loss: 0.2634 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:41:51 || Estimated Time: 5:31:55
2023-08-07 05:52:24,100 semantic_segmentation INFO: Iters: 138360/150000 || Lr: 0.002004 || Task Loss: 0.1649 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:42:08 || Estimated Time: 5:31:38
2023-08-07 05:52:40,948 semantic_segmentation INFO: Iters: 138370/150000 || Lr: 0.002003 || Task Loss: 0.1517 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:42:25 || Estimated Time: 5:31:21
2023-08-07 05:52:57,693 semantic_segmentation INFO: Iters: 138380/150000 || Lr: 0.002001 || Task Loss: 0.1186 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:42:42 || Estimated Time: 5:31:04
2023-08-07 05:53:14,515 semantic_segmentation INFO: Iters: 138390/150000 || Lr: 0.002000 || Task Loss: 0.1786 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:42:59 || Estimated Time: 5:30:47
2023-08-07 05:53:31,379 semantic_segmentation INFO: Iters: 138400/150000 || Lr: 0.001998 || Task Loss: 0.1616 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:43:15 || Estimated Time: 5:30:30
2023-08-07 05:53:31,620 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 05:53:32,493 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-07 05:53:32,619 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.510
2023-08-07 05:53:32,742 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.527
2023-08-07 05:53:32,860 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.551
2023-08-07 05:53:32,982 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.560
2023-08-07 05:53:33,104 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.562
2023-08-07 05:53:33,227 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.594
2023-08-07 05:53:33,349 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.624
2023-08-07 05:53:33,468 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.674
2023-08-07 05:53:33,597 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.729
2023-08-07 05:53:33,726 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.738
2023-08-07 05:53:33,851 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.765
2023-08-07 05:53:33,974 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.765
2023-08-07 05:53:34,097 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.753
2023-08-07 05:53:34,221 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.752
2023-08-07 05:53:34,345 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.742
2023-08-07 05:53:34,470 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.744
2023-08-07 05:53:34,592 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.748
2023-08-07 05:53:34,714 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.753
2023-08-07 05:53:34,837 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.760
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2023-08-07 05:53:35,090 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.749
2023-08-07 05:53:35,216 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.746
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2023-08-07 05:53:35,836 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.750
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2023-08-07 05:53:36,087 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.757
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2023-08-07 05:53:36,938 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.750
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2023-08-07 05:53:39,032 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.757
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2023-08-07 05:53:45,910 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.769
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2023-08-07 05:54:22,263 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:54:22,391 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 05:54:22,521 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 05:54:22,650 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 05:54:22,776 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:54:22,903 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:54:23,026 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:54:23,152 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:54:23,279 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 05:54:23,407 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:23,532 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:23,653 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:23,777 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:23,900 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:24,024 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:24,144 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:24,263 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:24,391 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:24,521 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:24,646 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:24,772 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:24,902 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:25,022 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:25,142 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:25,262 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 05:54:25,381 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:25,500 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:25,626 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:25,754 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:25,878 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:26,002 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:26,127 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:26,251 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:26,374 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:26,495 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:26,622 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:26,755 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 05:54:26,875 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:26,995 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:27,115 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:27,238 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:27,364 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:27,490 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:27,616 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:27,739 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:27,859 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:27,980 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:54:28,102 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:54:28,220 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 05:54:28,338 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:28,463 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:28,594 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:28,716 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:28,838 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 05:54:28,954 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:29,082 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:29,214 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:29,335 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:29,457 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:29,578 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:29,701 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:29,830 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:29,954 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:30,076 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:30,195 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:30,317 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:30,442 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:30,565 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:30,684 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:30,798 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 05:54:30,927 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:54:31,062 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:54:31,183 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 05:54:31,304 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:54:31,422 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:54:31,549 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:54:31,682 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:54:31,803 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:54:31,927 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:54:32,049 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 05:54:32,168 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 05:54:32,287 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 05:54:32,405 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 05:54:32,523 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 05:54:32,641 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 05:54:32,768 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 05:54:32,901 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:54:33,022 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:54:33,147 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:54:33,268 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:54:33,390 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:54:33,518 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:54:33,644 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:54:33,767 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:54:33,884 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 05:54:50,740 semantic_segmentation INFO: Iters: 138410/150000 || Lr: 0.001996 || Task Loss: 0.2198 || KD Loss: 0.0551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:44:35 || Estimated Time: 5:30:18
2023-08-07 05:55:07,541 semantic_segmentation INFO: Iters: 138420/150000 || Lr: 0.001995 || Task Loss: 0.2147 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:44:52 || Estimated Time: 5:30:01
2023-08-07 05:55:24,349 semantic_segmentation INFO: Iters: 138430/150000 || Lr: 0.001993 || Task Loss: 0.1791 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:45:08 || Estimated Time: 5:29:44
2023-08-07 05:55:41,136 semantic_segmentation INFO: Iters: 138440/150000 || Lr: 0.001992 || Task Loss: 0.2310 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:45:25 || Estimated Time: 5:29:26
2023-08-07 05:55:57,881 semantic_segmentation INFO: Iters: 138450/150000 || Lr: 0.001990 || Task Loss: 0.1659 || KD Loss: 0.0248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:45:42 || Estimated Time: 5:29:09
2023-08-07 05:56:14,647 semantic_segmentation INFO: Iters: 138460/150000 || Lr: 0.001989 || Task Loss: 0.2270 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:45:59 || Estimated Time: 5:28:52
2023-08-07 05:56:31,382 semantic_segmentation INFO: Iters: 138470/150000 || Lr: 0.001987 || Task Loss: 0.1254 || KD Loss: 0.0638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:46:15 || Estimated Time: 5:28:35
2023-08-07 05:56:48,152 semantic_segmentation INFO: Iters: 138480/150000 || Lr: 0.001986 || Task Loss: 0.2019 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:46:32 || Estimated Time: 5:28:18
2023-08-07 05:57:04,933 semantic_segmentation INFO: Iters: 138490/150000 || Lr: 0.001984 || Task Loss: 0.0911 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:46:49 || Estimated Time: 5:28:01
2023-08-07 05:57:21,628 semantic_segmentation INFO: Iters: 138500/150000 || Lr: 0.001982 || Task Loss: 0.2342 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:47:06 || Estimated Time: 5:27:44
2023-08-07 05:57:38,407 semantic_segmentation INFO: Iters: 138510/150000 || Lr: 0.001981 || Task Loss: 0.1801 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:47:22 || Estimated Time: 5:27:27
2023-08-07 05:57:55,198 semantic_segmentation INFO: Iters: 138520/150000 || Lr: 0.001979 || Task Loss: 0.1523 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:47:39 || Estimated Time: 5:27:09
2023-08-07 05:58:11,943 semantic_segmentation INFO: Iters: 138530/150000 || Lr: 0.001978 || Task Loss: 0.1935 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:47:56 || Estimated Time: 5:26:52
2023-08-07 05:58:28,647 semantic_segmentation INFO: Iters: 138540/150000 || Lr: 0.001976 || Task Loss: 0.1765 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:48:13 || Estimated Time: 5:26:35
2023-08-07 05:58:45,363 semantic_segmentation INFO: Iters: 138550/150000 || Lr: 0.001975 || Task Loss: 0.1916 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:48:29 || Estimated Time: 5:26:18
2023-08-07 05:59:02,229 semantic_segmentation INFO: Iters: 138560/150000 || Lr: 0.001973 || Task Loss: 0.1747 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:48:46 || Estimated Time: 5:26:01
2023-08-07 05:59:18,976 semantic_segmentation INFO: Iters: 138570/150000 || Lr: 0.001972 || Task Loss: 0.2107 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:49:03 || Estimated Time: 5:25:44
2023-08-07 05:59:35,647 semantic_segmentation INFO: Iters: 138580/150000 || Lr: 0.001970 || Task Loss: 0.1648 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:49:20 || Estimated Time: 5:25:27
2023-08-07 05:59:52,437 semantic_segmentation INFO: Iters: 138590/150000 || Lr: 0.001969 || Task Loss: 0.1870 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:49:36 || Estimated Time: 5:25:10
2023-08-07 06:00:09,147 semantic_segmentation INFO: Iters: 138600/150000 || Lr: 0.001967 || Task Loss: 0.2549 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:49:53 || Estimated Time: 5:24:52
2023-08-07 06:00:25,885 semantic_segmentation INFO: Iters: 138610/150000 || Lr: 0.001965 || Task Loss: 0.3555 || KD Loss: 0.0607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:50:10 || Estimated Time: 5:24:35
2023-08-07 06:00:42,534 semantic_segmentation INFO: Iters: 138620/150000 || Lr: 0.001964 || Task Loss: 0.1718 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:50:27 || Estimated Time: 5:24:18
2023-08-07 06:00:59,289 semantic_segmentation INFO: Iters: 138630/150000 || Lr: 0.001962 || Task Loss: 0.2713 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:50:43 || Estimated Time: 5:24:01
2023-08-07 06:01:16,036 semantic_segmentation INFO: Iters: 138640/150000 || Lr: 0.001961 || Task Loss: 0.2125 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:51:00 || Estimated Time: 5:23:44
2023-08-07 06:01:32,778 semantic_segmentation INFO: Iters: 138650/150000 || Lr: 0.001959 || Task Loss: 0.2280 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:51:17 || Estimated Time: 5:23:27
2023-08-07 06:01:49,546 semantic_segmentation INFO: Iters: 138660/150000 || Lr: 0.001958 || Task Loss: 0.1570 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0716|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:51:34 || Estimated Time: 5:23:10
2023-08-07 06:02:06,289 semantic_segmentation INFO: Iters: 138670/150000 || Lr: 0.001956 || Task Loss: 0.2365 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:51:50 || Estimated Time: 5:22:53
2023-08-07 06:02:22,955 semantic_segmentation INFO: Iters: 138680/150000 || Lr: 0.001955 || Task Loss: 0.1760 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:52:07 || Estimated Time: 5:22:35
2023-08-07 06:02:39,696 semantic_segmentation INFO: Iters: 138690/150000 || Lr: 0.001953 || Task Loss: 0.1819 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:52:24 || Estimated Time: 5:22:18
2023-08-07 06:02:56,410 semantic_segmentation INFO: Iters: 138700/150000 || Lr: 0.001951 || Task Loss: 0.1723 || KD Loss: 0.0263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:52:40 || Estimated Time: 5:22:01
2023-08-07 06:03:13,187 semantic_segmentation INFO: Iters: 138710/150000 || Lr: 0.001950 || Task Loss: 0.1422 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:52:57 || Estimated Time: 5:21:44
2023-08-07 06:03:29,918 semantic_segmentation INFO: Iters: 138720/150000 || Lr: 0.001948 || Task Loss: 0.1002 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:53:14 || Estimated Time: 5:21:27
2023-08-07 06:03:46,640 semantic_segmentation INFO: Iters: 138730/150000 || Lr: 0.001947 || Task Loss: 0.1372 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:53:31 || Estimated Time: 5:21:10
2023-08-07 06:04:03,438 semantic_segmentation INFO: Iters: 138740/150000 || Lr: 0.001945 || Task Loss: 0.1626 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:53:47 || Estimated Time: 5:20:53
2023-08-07 06:04:20,237 semantic_segmentation INFO: Iters: 138750/150000 || Lr: 0.001944 || Task Loss: 0.2021 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:54:04 || Estimated Time: 5:20:36
2023-08-07 06:04:37,014 semantic_segmentation INFO: Iters: 138760/150000 || Lr: 0.001942 || Task Loss: 0.2108 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:54:21 || Estimated Time: 5:20:18
2023-08-07 06:04:53,820 semantic_segmentation INFO: Iters: 138770/150000 || Lr: 0.001941 || Task Loss: 0.1118 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:54:38 || Estimated Time: 5:20:01
2023-08-07 06:05:10,621 semantic_segmentation INFO: Iters: 138780/150000 || Lr: 0.001939 || Task Loss: 0.3263 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:54:55 || Estimated Time: 5:19:44
2023-08-07 06:05:27,411 semantic_segmentation INFO: Iters: 138790/150000 || Lr: 0.001937 || Task Loss: 0.1897 || KD Loss: 0.0527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:55:11 || Estimated Time: 5:19:27
2023-08-07 06:05:44,201 semantic_segmentation INFO: Iters: 138800/150000 || Lr: 0.001936 || Task Loss: 0.2278 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:55:28 || Estimated Time: 5:19:10
2023-08-07 06:06:00,939 semantic_segmentation INFO: Iters: 138810/150000 || Lr: 0.001934 || Task Loss: 0.0986 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:55:45 || Estimated Time: 5:18:53
2023-08-07 06:06:17,712 semantic_segmentation INFO: Iters: 138820/150000 || Lr: 0.001933 || Task Loss: 0.1754 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:56:02 || Estimated Time: 5:18:36
2023-08-07 06:06:34,446 semantic_segmentation INFO: Iters: 138830/150000 || Lr: 0.001931 || Task Loss: 0.2705 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:56:18 || Estimated Time: 5:18:19
2023-08-07 06:06:51,192 semantic_segmentation INFO: Iters: 138840/150000 || Lr: 0.001930 || Task Loss: 0.1263 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:56:35 || Estimated Time: 5:18:01
2023-08-07 06:07:07,970 semantic_segmentation INFO: Iters: 138850/150000 || Lr: 0.001928 || Task Loss: 0.2218 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:56:52 || Estimated Time: 5:17:44
2023-08-07 06:07:24,682 semantic_segmentation INFO: Iters: 138860/150000 || Lr: 0.001927 || Task Loss: 0.1337 || KD Loss: 0.0251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:57:09 || Estimated Time: 5:17:27
2023-08-07 06:07:41,446 semantic_segmentation INFO: Iters: 138870/150000 || Lr: 0.001925 || Task Loss: 0.1596 || KD Loss: 0.0208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:57:25 || Estimated Time: 5:17:10
2023-08-07 06:07:58,207 semantic_segmentation INFO: Iters: 138880/150000 || Lr: 0.001923 || Task Loss: 0.1704 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:57:42 || Estimated Time: 5:16:53
2023-08-07 06:08:14,955 semantic_segmentation INFO: Iters: 138890/150000 || Lr: 0.001922 || Task Loss: 0.1911 || KD Loss: 0.0376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:57:59 || Estimated Time: 5:16:36
2023-08-07 06:08:31,750 semantic_segmentation INFO: Iters: 138900/150000 || Lr: 0.001920 || Task Loss: 0.0997 || KD Loss: 0.0234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:58:16 || Estimated Time: 5:16:19
2023-08-07 06:08:48,458 semantic_segmentation INFO: Iters: 138910/150000 || Lr: 0.001919 || Task Loss: 0.2617 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:58:32 || Estimated Time: 5:16:02
2023-08-07 06:09:05,200 semantic_segmentation INFO: Iters: 138920/150000 || Lr: 0.001917 || Task Loss: 0.1372 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:58:49 || Estimated Time: 5:15:44
2023-08-07 06:09:21,928 semantic_segmentation INFO: Iters: 138930/150000 || Lr: 0.001916 || Task Loss: 0.1783 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:59:06 || Estimated Time: 5:15:27
2023-08-07 06:09:38,663 semantic_segmentation INFO: Iters: 138940/150000 || Lr: 0.001914 || Task Loss: 0.2467 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:59:23 || Estimated Time: 5:15:10
2023-08-07 06:09:55,419 semantic_segmentation INFO: Iters: 138950/150000 || Lr: 0.001913 || Task Loss: 0.2608 || KD Loss: 0.0562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:59:39 || Estimated Time: 5:14:53
2023-08-07 06:10:12,158 semantic_segmentation INFO: Iters: 138960/150000 || Lr: 0.001911 || Task Loss: 0.1535 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:59:56 || Estimated Time: 5:14:36
2023-08-07 06:10:28,895 semantic_segmentation INFO: Iters: 138970/150000 || Lr: 0.001909 || Task Loss: 0.1977 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:00:13 || Estimated Time: 5:14:19
2023-08-07 06:10:45,621 semantic_segmentation INFO: Iters: 138980/150000 || Lr: 0.001908 || Task Loss: 0.2774 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:00:30 || Estimated Time: 5:14:02
2023-08-07 06:11:02,282 semantic_segmentation INFO: Iters: 138990/150000 || Lr: 0.001906 || Task Loss: 0.1771 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:00:46 || Estimated Time: 5:13:44
2023-08-07 06:11:19,080 semantic_segmentation INFO: Iters: 139000/150000 || Lr: 0.001905 || Task Loss: 0.1285 || KD Loss: 0.0207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:01:03 || Estimated Time: 5:13:27
2023-08-07 06:11:35,758 semantic_segmentation INFO: Iters: 139010/150000 || Lr: 0.001903 || Task Loss: 0.2180 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:01:20 || Estimated Time: 5:13:10
2023-08-07 06:11:52,455 semantic_segmentation INFO: Iters: 139020/150000 || Lr: 0.001902 || Task Loss: 0.1549 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:01:36 || Estimated Time: 5:12:53
2023-08-07 06:12:09,251 semantic_segmentation INFO: Iters: 139030/150000 || Lr: 0.001900 || Task Loss: 0.1869 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:01:53 || Estimated Time: 5:12:36
2023-08-07 06:12:25,964 semantic_segmentation INFO: Iters: 139040/150000 || Lr: 0.001899 || Task Loss: 0.2294 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:02:10 || Estimated Time: 5:12:19
2023-08-07 06:12:42,763 semantic_segmentation INFO: Iters: 139050/150000 || Lr: 0.001897 || Task Loss: 0.1830 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:02:27 || Estimated Time: 5:12:02
2023-08-07 06:12:59,629 semantic_segmentation INFO: Iters: 139060/150000 || Lr: 0.001895 || Task Loss: 0.2412 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:02:44 || Estimated Time: 5:11:45
2023-08-07 06:13:16,605 semantic_segmentation INFO: Iters: 139070/150000 || Lr: 0.001894 || Task Loss: 0.1917 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:03:01 || Estimated Time: 5:11:28
2023-08-07 06:13:33,326 semantic_segmentation INFO: Iters: 139080/150000 || Lr: 0.001892 || Task Loss: 0.1812 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:03:17 || Estimated Time: 5:11:10
2023-08-07 06:13:50,000 semantic_segmentation INFO: Iters: 139090/150000 || Lr: 0.001891 || Task Loss: 0.1776 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:03:34 || Estimated Time: 5:10:53
2023-08-07 06:14:06,717 semantic_segmentation INFO: Iters: 139100/150000 || Lr: 0.001889 || Task Loss: 0.1171 || KD Loss: 0.0233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:03:51 || Estimated Time: 5:10:36
2023-08-07 06:14:23,436 semantic_segmentation INFO: Iters: 139110/150000 || Lr: 0.001888 || Task Loss: 0.2177 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:04:07 || Estimated Time: 5:10:19
2023-08-07 06:14:40,176 semantic_segmentation INFO: Iters: 139120/150000 || Lr: 0.001886 || Task Loss: 0.1614 || KD Loss: 0.0417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:04:24 || Estimated Time: 5:10:02
2023-08-07 06:14:56,928 semantic_segmentation INFO: Iters: 139130/150000 || Lr: 0.001884 || Task Loss: 0.1456 || KD Loss: 0.0274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:04:41 || Estimated Time: 5:09:45
2023-08-07 06:15:13,756 semantic_segmentation INFO: Iters: 139140/150000 || Lr: 0.001883 || Task Loss: 0.1300 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:04:58 || Estimated Time: 5:09:28
2023-08-07 06:15:30,569 semantic_segmentation INFO: Iters: 139150/150000 || Lr: 0.001881 || Task Loss: 0.1142 || KD Loss: 0.0256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:05:15 || Estimated Time: 5:09:11
2023-08-07 06:15:47,404 semantic_segmentation INFO: Iters: 139160/150000 || Lr: 0.001880 || Task Loss: 0.1701 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:05:31 || Estimated Time: 5:08:53
2023-08-07 06:16:04,258 semantic_segmentation INFO: Iters: 139170/150000 || Lr: 0.001878 || Task Loss: 0.1640 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:05:48 || Estimated Time: 5:08:36
2023-08-07 06:16:21,063 semantic_segmentation INFO: Iters: 139180/150000 || Lr: 0.001877 || Task Loss: 0.3208 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:06:05 || Estimated Time: 5:08:19
2023-08-07 06:16:37,894 semantic_segmentation INFO: Iters: 139190/150000 || Lr: 0.001875 || Task Loss: 0.2548 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:06:22 || Estimated Time: 5:08:02
2023-08-07 06:16:54,740 semantic_segmentation INFO: Iters: 139200/150000 || Lr: 0.001874 || Task Loss: 0.2016 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:06:39 || Estimated Time: 5:07:45
2023-08-07 06:16:55,459 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 06:16:56,331 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-07 06:16:56,452 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.512
2023-08-07 06:16:56,571 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.526
2023-08-07 06:16:56,692 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.552
2023-08-07 06:16:56,814 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.553
2023-08-07 06:16:56,937 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.554
2023-08-07 06:16:57,058 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.566
2023-08-07 06:16:57,175 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.600
2023-08-07 06:16:57,299 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.651
2023-08-07 06:16:57,430 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.706
2023-08-07 06:16:57,548 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.713
2023-08-07 06:16:57,667 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.739
2023-08-07 06:16:57,786 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.744
2023-08-07 06:16:57,914 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.737
2023-08-07 06:16:58,048 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.734
2023-08-07 06:16:58,167 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.725
2023-08-07 06:16:58,286 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.727
2023-08-07 06:16:58,404 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.731
2023-08-07 06:16:58,526 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.739
2023-08-07 06:16:58,651 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.746
2023-08-07 06:16:58,775 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.747
2023-08-07 06:16:58,898 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.752
2023-08-07 06:16:59,020 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.749
2023-08-07 06:16:59,140 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.755
2023-08-07 06:16:59,262 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.768
2023-08-07 06:16:59,385 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.770
2023-08-07 06:16:59,508 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 06:16:59,628 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-07 06:16:59,753 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-07 06:16:59,886 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 06:17:00,004 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 06:17:00,125 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 06:17:00,243 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 06:17:00,370 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-07 06:17:00,503 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 06:17:00,622 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 06:17:00,740 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-07 06:17:00,857 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-07 06:17:00,976 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-07 06:17:01,096 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-07 06:17:01,218 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-07 06:17:01,342 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-07 06:17:01,466 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-07 06:17:01,590 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-07 06:17:01,712 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-07 06:17:01,833 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-07 06:17:01,954 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-07 06:17:02,075 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-07 06:17:02,200 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-07 06:17:02,325 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-07 06:17:02,444 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-07 06:17:02,563 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 06:17:02,681 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 06:17:02,799 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 06:17:02,916 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 06:17:03,040 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 06:17:03,169 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 06:17:03,290 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 06:17:03,411 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.768
2023-08-07 06:17:03,530 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 06:17:03,653 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 06:17:03,779 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 06:17:03,903 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 06:17:04,025 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.767
2023-08-07 06:17:04,142 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 06:17:04,267 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 06:17:04,397 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 06:17:04,518 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 06:17:04,641 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 06:17:04,762 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.768
2023-08-07 06:17:04,882 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.768
2023-08-07 06:17:05,006 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 06:17:05,131 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 06:17:05,254 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 06:17:05,373 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 06:17:05,496 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 06:17:05,624 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 06:17:05,746 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 06:17:05,868 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 06:17:05,987 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 06:17:06,109 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 06:17:06,233 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 06:17:06,356 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 06:17:06,476 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 06:17:06,593 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 06:17:06,718 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 06:17:06,852 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 06:17:06,972 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 06:17:07,095 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 06:17:07,218 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-07 06:17:07,342 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-07 06:17:07,466 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 06:17:07,592 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 06:17:07,719 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 06:17:07,839 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 06:17:07,960 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.952, mIoU: 0.768
2023-08-07 06:17:08,082 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-07 06:17:08,204 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.769
2023-08-07 06:17:08,323 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 06:17:08,444 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 06:17:08,571 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 06:17:08,703 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 06:17:08,828 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 06:17:08,958 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 06:17:09,082 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 06:17:09,203 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 06:17:09,325 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 06:17:09,445 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 06:17:09,566 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 06:17:09,685 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 06:17:09,810 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 06:17:09,935 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 06:17:10,059 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 06:17:10,180 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 06:17:10,300 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 06:17:10,423 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 06:17:10,548 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 06:17:10,673 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 06:17:10,794 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 06:17:10,916 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 06:17:11,037 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 06:17:11,161 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 06:17:11,285 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 06:17:11,410 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.767
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2023-08-07 06:17:36,055 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.952, mIoU: 0.762
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2023-08-07 06:17:36,420 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.952, mIoU: 0.763
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2023-08-07 06:17:36,795 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 06:17:36,916 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 06:17:37,035 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.952, mIoU: 0.763
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2023-08-07 06:17:37,896 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 06:17:38,018 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.953, mIoU: 0.764
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2023-08-07 06:17:39,001 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.953, mIoU: 0.765
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2023-08-07 06:17:40,109 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.953, mIoU: 0.765
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2023-08-07 06:17:40,362 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.954, mIoU: 0.766
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2023-08-07 06:17:41,465 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.954, mIoU: 0.767
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2023-08-07 06:17:43,314 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.955, mIoU: 0.768
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2023-08-07 06:17:43,566 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.955, mIoU: 0.769
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2023-08-07 06:17:44,059 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 06:17:44,179 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.955, mIoU: 0.769
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2023-08-07 06:17:44,935 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 06:17:45,060 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.955, mIoU: 0.769
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2023-08-07 06:17:46,667 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.956, mIoU: 0.769
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2023-08-07 06:17:47,426 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.956, mIoU: 0.770
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2023-08-07 06:17:48,030 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.956, mIoU: 0.770
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2023-08-07 06:17:48,273 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.956, mIoU: 0.770
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2023-08-07 06:17:48,877 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 06:17:48,994 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 06:17:49,122 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 06:17:49,253 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 06:17:49,375 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.957, mIoU: 0.770
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2023-08-07 06:17:49,983 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.957, mIoU: 0.770
2023-08-07 06:17:50,105 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.957, mIoU: 0.770
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2023-08-07 06:17:50,349 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.957, mIoU: 0.770
2023-08-07 06:17:50,481 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.770
2023-08-07 06:17:50,603 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.770
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2023-08-07 06:17:51,441 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.770
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2023-08-07 06:17:53,172 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.958, mIoU: 0.771
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2023-08-07 06:17:53,419 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.958, mIoU: 0.772
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2023-08-07 06:17:53,674 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 06:17:53,795 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 06:17:53,916 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 06:17:54,037 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.958, mIoU: 0.772
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2023-08-07 06:17:54,897 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.772
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2023-08-07 06:17:55,137 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.772
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2023-08-07 06:17:55,876 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 06:17:56,003 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 06:17:56,129 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 06:17:56,255 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 06:17:56,377 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 06:17:56,496 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 06:17:56,616 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 06:17:56,735 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 06:17:56,853 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 06:17:56,970 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 06:17:57,093 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 06:17:57,219 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 06:17:57,344 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 06:17:57,468 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 06:17:57,589 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 06:18:14,692 semantic_segmentation INFO: Iters: 139210/150000 || Lr: 0.001872 || Task Loss: 0.1529 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:07:59 || Estimated Time: 5:07:33
2023-08-07 06:18:31,447 semantic_segmentation INFO: Iters: 139220/150000 || Lr: 0.001870 || Task Loss: 0.1585 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:08:15 || Estimated Time: 5:07:16
2023-08-07 06:18:48,187 semantic_segmentation INFO: Iters: 139230/150000 || Lr: 0.001869 || Task Loss: 0.2008 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:08:32 || Estimated Time: 5:06:58
2023-08-07 06:19:04,922 semantic_segmentation INFO: Iters: 139240/150000 || Lr: 0.001867 || Task Loss: 0.1537 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:08:49 || Estimated Time: 5:06:41
2023-08-07 06:19:21,678 semantic_segmentation INFO: Iters: 139250/150000 || Lr: 0.001866 || Task Loss: 0.1660 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:09:06 || Estimated Time: 5:06:24
2023-08-07 06:19:38,419 semantic_segmentation INFO: Iters: 139260/150000 || Lr: 0.001864 || Task Loss: 0.1533 || KD Loss: 0.0241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:09:22 || Estimated Time: 5:06:07
2023-08-07 06:19:55,216 semantic_segmentation INFO: Iters: 139270/150000 || Lr: 0.001863 || Task Loss: 0.1784 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:09:39 || Estimated Time: 5:05:50
2023-08-07 06:20:11,924 semantic_segmentation INFO: Iters: 139280/150000 || Lr: 0.001861 || Task Loss: 0.1355 || KD Loss: 0.0228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:09:56 || Estimated Time: 5:05:33
2023-08-07 06:20:28,610 semantic_segmentation INFO: Iters: 139290/150000 || Lr: 0.001859 || Task Loss: 0.1873 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:10:13 || Estimated Time: 5:05:16
2023-08-07 06:20:45,343 semantic_segmentation INFO: Iters: 139300/150000 || Lr: 0.001858 || Task Loss: 0.2470 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:10:29 || Estimated Time: 5:04:59
2023-08-07 06:21:02,075 semantic_segmentation INFO: Iters: 139310/150000 || Lr: 0.001856 || Task Loss: 0.2184 || KD Loss: 0.0516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:10:46 || Estimated Time: 5:04:41
2023-08-07 06:21:18,781 semantic_segmentation INFO: Iters: 139320/150000 || Lr: 0.001855 || Task Loss: 0.2805 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:11:03 || Estimated Time: 5:04:24
2023-08-07 06:21:35,535 semantic_segmentation INFO: Iters: 139330/150000 || Lr: 0.001853 || Task Loss: 0.2015 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:11:20 || Estimated Time: 5:04:07
2023-08-07 06:21:52,327 semantic_segmentation INFO: Iters: 139340/150000 || Lr: 0.001852 || Task Loss: 0.1240 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:11:36 || Estimated Time: 5:03:50
2023-08-07 06:22:09,081 semantic_segmentation INFO: Iters: 139350/150000 || Lr: 0.001850 || Task Loss: 0.1665 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:11:53 || Estimated Time: 5:03:33
2023-08-07 06:22:25,765 semantic_segmentation INFO: Iters: 139360/150000 || Lr: 0.001849 || Task Loss: 0.1720 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:12:10 || Estimated Time: 5:03:16
2023-08-07 06:22:42,478 semantic_segmentation INFO: Iters: 139370/150000 || Lr: 0.001847 || Task Loss: 0.2067 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:12:27 || Estimated Time: 5:02:59
2023-08-07 06:22:59,145 semantic_segmentation INFO: Iters: 139380/150000 || Lr: 0.001845 || Task Loss: 0.1804 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:12:43 || Estimated Time: 5:02:41
2023-08-07 06:23:15,881 semantic_segmentation INFO: Iters: 139390/150000 || Lr: 0.001844 || Task Loss: 0.2025 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:13:00 || Estimated Time: 5:02:24
2023-08-07 06:23:32,606 semantic_segmentation INFO: Iters: 139400/150000 || Lr: 0.001842 || Task Loss: 0.1354 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:13:17 || Estimated Time: 5:02:07
2023-08-07 06:23:49,336 semantic_segmentation INFO: Iters: 139410/150000 || Lr: 0.001841 || Task Loss: 0.1486 || KD Loss: 0.0224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:13:33 || Estimated Time: 5:01:50
2023-08-07 06:24:06,049 semantic_segmentation INFO: Iters: 139420/150000 || Lr: 0.001839 || Task Loss: 0.1123 || KD Loss: 0.0250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:13:50 || Estimated Time: 5:01:33
2023-08-07 06:24:22,785 semantic_segmentation INFO: Iters: 139430/150000 || Lr: 0.001838 || Task Loss: 0.2325 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:14:07 || Estimated Time: 5:01:16
2023-08-07 06:24:39,570 semantic_segmentation INFO: Iters: 139440/150000 || Lr: 0.001836 || Task Loss: 0.1636 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:14:24 || Estimated Time: 5:00:59
2023-08-07 06:24:56,326 semantic_segmentation INFO: Iters: 139450/150000 || Lr: 0.001834 || Task Loss: 0.2874 || KD Loss: 0.0543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:14:40 || Estimated Time: 5:00:42
2023-08-07 06:25:13,120 semantic_segmentation INFO: Iters: 139460/150000 || Lr: 0.001833 || Task Loss: 0.1259 || KD Loss: 0.0323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:14:57 || Estimated Time: 5:00:24
2023-08-07 06:25:29,874 semantic_segmentation INFO: Iters: 139470/150000 || Lr: 0.001831 || Task Loss: 0.1665 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:15:14 || Estimated Time: 5:00:07
2023-08-07 06:25:46,570 semantic_segmentation INFO: Iters: 139480/150000 || Lr: 0.001830 || Task Loss: 0.1919 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:15:31 || Estimated Time: 4:59:50
2023-08-07 06:26:03,394 semantic_segmentation INFO: Iters: 139490/150000 || Lr: 0.001828 || Task Loss: 0.2804 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:15:47 || Estimated Time: 4:59:33
2023-08-07 06:26:20,166 semantic_segmentation INFO: Iters: 139500/150000 || Lr: 0.001827 || Task Loss: 0.1478 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:16:04 || Estimated Time: 4:59:16
2023-08-07 06:26:36,996 semantic_segmentation INFO: Iters: 139510/150000 || Lr: 0.001825 || Task Loss: 0.1312 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:16:21 || Estimated Time: 4:58:59
2023-08-07 06:26:53,780 semantic_segmentation INFO: Iters: 139520/150000 || Lr: 0.001824 || Task Loss: 0.1621 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:16:38 || Estimated Time: 4:58:42
2023-08-07 06:27:10,662 semantic_segmentation INFO: Iters: 139530/150000 || Lr: 0.001822 || Task Loss: 0.1166 || KD Loss: 0.0204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:16:55 || Estimated Time: 4:58:25
2023-08-07 06:27:27,495 semantic_segmentation INFO: Iters: 139540/150000 || Lr: 0.001820 || Task Loss: 0.2650 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:17:12 || Estimated Time: 4:58:07
2023-08-07 06:27:44,314 semantic_segmentation INFO: Iters: 139550/150000 || Lr: 0.001819 || Task Loss: 0.1615 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:17:28 || Estimated Time: 4:57:50
2023-08-07 06:28:01,145 semantic_segmentation INFO: Iters: 139560/150000 || Lr: 0.001817 || Task Loss: 0.1430 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:17:45 || Estimated Time: 4:57:33
2023-08-07 06:28:17,958 semantic_segmentation INFO: Iters: 139570/150000 || Lr: 0.001816 || Task Loss: 0.1141 || KD Loss: 0.0238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0522|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:18:02 || Estimated Time: 4:57:16
2023-08-07 06:28:34,696 semantic_segmentation INFO: Iters: 139580/150000 || Lr: 0.001814 || Task Loss: 0.1788 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:18:19 || Estimated Time: 4:56:59
2023-08-07 06:28:51,402 semantic_segmentation INFO: Iters: 139590/150000 || Lr: 0.001813 || Task Loss: 0.1873 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:18:35 || Estimated Time: 4:56:42
2023-08-07 06:29:08,251 semantic_segmentation INFO: Iters: 139600/150000 || Lr: 0.001811 || Task Loss: 0.2876 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:18:52 || Estimated Time: 4:56:25
2023-08-07 06:29:25,044 semantic_segmentation INFO: Iters: 139610/150000 || Lr: 0.001809 || Task Loss: 0.1545 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:19:09 || Estimated Time: 4:56:08
2023-08-07 06:29:41,818 semantic_segmentation INFO: Iters: 139620/150000 || Lr: 0.001808 || Task Loss: 0.1554 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:19:26 || Estimated Time: 4:55:50
2023-08-07 06:29:58,604 semantic_segmentation INFO: Iters: 139630/150000 || Lr: 0.001806 || Task Loss: 0.1325 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:19:43 || Estimated Time: 4:55:33
2023-08-07 06:30:15,361 semantic_segmentation INFO: Iters: 139640/150000 || Lr: 0.001805 || Task Loss: 0.1444 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:19:59 || Estimated Time: 4:55:16
2023-08-07 06:30:32,089 semantic_segmentation INFO: Iters: 139650/150000 || Lr: 0.001803 || Task Loss: 0.2040 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:20:16 || Estimated Time: 4:54:59
2023-08-07 06:30:48,885 semantic_segmentation INFO: Iters: 139660/150000 || Lr: 0.001802 || Task Loss: 0.2280 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:20:33 || Estimated Time: 4:54:42
2023-08-07 06:31:05,549 semantic_segmentation INFO: Iters: 139670/150000 || Lr: 0.001800 || Task Loss: 0.1517 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:20:50 || Estimated Time: 4:54:25
2023-08-07 06:31:22,266 semantic_segmentation INFO: Iters: 139680/150000 || Lr: 0.001798 || Task Loss: 0.2297 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:21:06 || Estimated Time: 4:54:08
2023-08-07 06:31:39,039 semantic_segmentation INFO: Iters: 139690/150000 || Lr: 0.001797 || Task Loss: 0.1406 || KD Loss: 0.0203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:21:23 || Estimated Time: 4:53:51
2023-08-07 06:31:55,718 semantic_segmentation INFO: Iters: 139700/150000 || Lr: 0.001795 || Task Loss: 0.1578 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:21:40 || Estimated Time: 4:53:33
2023-08-07 06:32:12,426 semantic_segmentation INFO: Iters: 139710/150000 || Lr: 0.001794 || Task Loss: 0.2887 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:21:56 || Estimated Time: 4:53:16
2023-08-07 06:32:29,102 semantic_segmentation INFO: Iters: 139720/150000 || Lr: 0.001792 || Task Loss: 0.1547 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:22:13 || Estimated Time: 4:52:59
2023-08-07 06:32:45,836 semantic_segmentation INFO: Iters: 139730/150000 || Lr: 0.001791 || Task Loss: 0.1301 || KD Loss: 0.0187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:22:30 || Estimated Time: 4:52:42
2023-08-07 06:33:02,558 semantic_segmentation INFO: Iters: 139740/150000 || Lr: 0.001789 || Task Loss: 0.1803 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:22:47 || Estimated Time: 4:52:25
2023-08-07 06:33:19,284 semantic_segmentation INFO: Iters: 139750/150000 || Lr: 0.001787 || Task Loss: 0.2429 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:23:03 || Estimated Time: 4:52:08
2023-08-07 06:33:35,990 semantic_segmentation INFO: Iters: 139760/150000 || Lr: 0.001786 || Task Loss: 0.1329 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:23:20 || Estimated Time: 4:51:51
2023-08-07 06:33:52,718 semantic_segmentation INFO: Iters: 139770/150000 || Lr: 0.001784 || Task Loss: 0.2955 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:23:37 || Estimated Time: 4:51:34
2023-08-07 06:34:09,460 semantic_segmentation INFO: Iters: 139780/150000 || Lr: 0.001783 || Task Loss: 0.2191 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:23:53 || Estimated Time: 4:51:16
2023-08-07 06:34:26,183 semantic_segmentation INFO: Iters: 139790/150000 || Lr: 0.001781 || Task Loss: 0.0819 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:24:10 || Estimated Time: 4:50:59
2023-08-07 06:34:42,945 semantic_segmentation INFO: Iters: 139800/150000 || Lr: 0.001780 || Task Loss: 0.1631 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:24:27 || Estimated Time: 4:50:42
2023-08-07 06:34:59,628 semantic_segmentation INFO: Iters: 139810/150000 || Lr: 0.001778 || Task Loss: 0.1985 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:24:44 || Estimated Time: 4:50:25
2023-08-07 06:35:16,342 semantic_segmentation INFO: Iters: 139820/150000 || Lr: 0.001776 || Task Loss: 0.2210 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:25:00 || Estimated Time: 4:50:08
2023-08-07 06:35:33,137 semantic_segmentation INFO: Iters: 139830/150000 || Lr: 0.001775 || Task Loss: 0.2227 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:25:17 || Estimated Time: 4:49:51
2023-08-07 06:35:49,824 semantic_segmentation INFO: Iters: 139840/150000 || Lr: 0.001773 || Task Loss: 0.2333 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:25:34 || Estimated Time: 4:49:34
2023-08-07 06:36:06,512 semantic_segmentation INFO: Iters: 139850/150000 || Lr: 0.001772 || Task Loss: 0.1808 || KD Loss: 0.0401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:25:51 || Estimated Time: 4:49:17
2023-08-07 06:36:23,297 semantic_segmentation INFO: Iters: 139860/150000 || Lr: 0.001770 || Task Loss: 0.1760 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:26:07 || Estimated Time: 4:48:59
2023-08-07 06:36:40,052 semantic_segmentation INFO: Iters: 139870/150000 || Lr: 0.001769 || Task Loss: 0.2398 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:26:24 || Estimated Time: 4:48:42
2023-08-07 06:36:56,786 semantic_segmentation INFO: Iters: 139880/150000 || Lr: 0.001767 || Task Loss: 0.1022 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:26:41 || Estimated Time: 4:48:25
2023-08-07 06:37:13,468 semantic_segmentation INFO: Iters: 139890/150000 || Lr: 0.001765 || Task Loss: 0.1308 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:26:58 || Estimated Time: 4:48:08
2023-08-07 06:37:30,417 semantic_segmentation INFO: Iters: 139900/150000 || Lr: 0.001764 || Task Loss: 0.2441 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:27:14 || Estimated Time: 4:47:51
2023-08-07 06:37:47,344 semantic_segmentation INFO: Iters: 139910/150000 || Lr: 0.001762 || Task Loss: 0.1397 || KD Loss: 0.0364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:27:31 || Estimated Time: 4:47:34
2023-08-07 06:38:04,258 semantic_segmentation INFO: Iters: 139920/150000 || Lr: 0.001761 || Task Loss: 0.1519 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:27:48 || Estimated Time: 4:47:17
2023-08-07 06:38:20,932 semantic_segmentation INFO: Iters: 139930/150000 || Lr: 0.001759 || Task Loss: 0.2183 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:28:05 || Estimated Time: 4:47:00
2023-08-07 06:38:37,642 semantic_segmentation INFO: Iters: 139940/150000 || Lr: 0.001758 || Task Loss: 0.1559 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:28:22 || Estimated Time: 4:46:42
2023-08-07 06:38:54,365 semantic_segmentation INFO: Iters: 139950/150000 || Lr: 0.001756 || Task Loss: 0.1376 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:28:38 || Estimated Time: 4:46:25
2023-08-07 06:39:11,160 semantic_segmentation INFO: Iters: 139960/150000 || Lr: 0.001754 || Task Loss: 0.1037 || KD Loss: 0.0213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:28:55 || Estimated Time: 4:46:08
2023-08-07 06:39:27,882 semantic_segmentation INFO: Iters: 139970/150000 || Lr: 0.001753 || Task Loss: 0.1560 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:29:12 || Estimated Time: 4:45:51
2023-08-07 06:39:44,622 semantic_segmentation INFO: Iters: 139980/150000 || Lr: 0.001751 || Task Loss: 0.3298 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:29:29 || Estimated Time: 4:45:34
2023-08-07 06:40:01,419 semantic_segmentation INFO: Iters: 139990/150000 || Lr: 0.001750 || Task Loss: 0.2043 || KD Loss: 0.0722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:29:45 || Estimated Time: 4:45:17
2023-08-07 06:40:18,253 semantic_segmentation INFO: Iters: 140000/150000 || Lr: 0.001748 || Task Loss: 0.1170 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:30:02 || Estimated Time: 4:45:00
2023-08-07 06:40:18,341 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 06:40:19,186 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.418
2023-08-07 06:40:19,305 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.511
2023-08-07 06:40:19,423 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.530
2023-08-07 06:40:19,546 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.556
2023-08-07 06:40:19,670 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.577
2023-08-07 06:40:19,791 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.578
2023-08-07 06:40:19,910 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.603
2023-08-07 06:40:20,028 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.629
2023-08-07 06:40:20,154 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.679
2023-08-07 06:40:20,282 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.732
2023-08-07 06:40:20,408 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.739
2023-08-07 06:40:20,531 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.745
2023-08-07 06:40:20,650 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.751
2023-08-07 06:40:20,771 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.748
2023-08-07 06:40:20,893 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.747
2023-08-07 06:40:21,015 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.737
2023-08-07 06:40:21,135 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.738
2023-08-07 06:40:21,256 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.743
2023-08-07 06:40:21,381 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.748
2023-08-07 06:40:21,513 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.755
2023-08-07 06:40:21,636 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.755
2023-08-07 06:40:21,761 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.751
2023-08-07 06:40:21,883 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.748
2023-08-07 06:40:22,004 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.754
2023-08-07 06:40:22,126 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 06:40:22,248 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 06:40:22,369 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-07 06:40:22,488 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-07 06:40:22,615 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-07 06:40:22,743 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 06:40:22,868 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 06:40:22,991 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 06:40:23,112 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 06:40:23,235 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-07 06:40:23,359 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 06:40:23,483 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-07 06:40:23,603 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-07 06:40:23,722 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-07 06:40:23,849 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-07 06:40:23,974 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-07 06:40:24,098 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-07 06:40:24,224 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.743
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2023-08-07 06:40:25,069 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.745
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2023-08-07 06:40:27,033 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.771
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2023-08-07 06:41:13,619 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:13,744 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:13,868 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:13,990 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:14,113 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:14,238 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:14,364 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:14,489 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:14,616 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:14,744 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:14,873 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:14,995 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 06:41:15,115 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 06:41:15,242 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.958, mIoU: 0.759
2023-08-07 06:41:15,371 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:15,498 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:15,623 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:15,740 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:15,864 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:15,989 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:16,111 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:16,233 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:16,351 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:16,477 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:16,606 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 06:41:16,730 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:16,856 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:16,982 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:17,101 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:17,220 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:17,338 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:17,456 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:17,571 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:17,701 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:17,832 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:17,958 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:18,085 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:18,209 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:18,329 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:18,451 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:18,572 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:18,694 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:18,816 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.760
2023-08-07 06:41:18,936 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 06:41:19,057 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 06:41:19,183 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 06:41:19,303 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 06:41:19,424 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 06:41:19,546 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 06:41:19,670 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 06:41:19,793 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 06:41:19,913 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 06:41:20,031 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 06:41:20,157 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 06:41:20,287 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 06:41:20,409 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 06:41:20,531 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 06:41:20,650 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 06:41:37,516 semantic_segmentation INFO: Iters: 140010/150000 || Lr: 0.001747 || Task Loss: 0.2249 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:31:22 || Estimated Time: 4:44:47
2023-08-07 06:41:54,357 semantic_segmentation INFO: Iters: 140020/150000 || Lr: 0.001745 || Task Loss: 0.1373 || KD Loss: 0.0273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:31:38 || Estimated Time: 4:44:30
2023-08-07 06:42:11,131 semantic_segmentation INFO: Iters: 140030/150000 || Lr: 0.001743 || Task Loss: 0.1091 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:31:55 || Estimated Time: 4:44:13
2023-08-07 06:42:27,882 semantic_segmentation INFO: Iters: 140040/150000 || Lr: 0.001742 || Task Loss: 0.1546 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:32:12 || Estimated Time: 4:43:56
2023-08-07 06:42:44,631 semantic_segmentation INFO: Iters: 140050/150000 || Lr: 0.001740 || Task Loss: 0.2240 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:32:29 || Estimated Time: 4:43:38
2023-08-07 06:43:01,413 semantic_segmentation INFO: Iters: 140060/150000 || Lr: 0.001739 || Task Loss: 0.1972 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:32:45 || Estimated Time: 4:43:21
2023-08-07 06:43:18,125 semantic_segmentation INFO: Iters: 140070/150000 || Lr: 0.001737 || Task Loss: 0.1661 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:33:02 || Estimated Time: 4:43:04
2023-08-07 06:43:34,870 semantic_segmentation INFO: Iters: 140080/150000 || Lr: 0.001736 || Task Loss: 0.1270 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:33:19 || Estimated Time: 4:42:47
2023-08-07 06:43:51,631 semantic_segmentation INFO: Iters: 140090/150000 || Lr: 0.001734 || Task Loss: 0.1879 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:33:36 || Estimated Time: 4:42:30
2023-08-07 06:44:08,367 semantic_segmentation INFO: Iters: 140100/150000 || Lr: 0.001732 || Task Loss: 0.1166 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:33:52 || Estimated Time: 4:42:13
2023-08-07 06:44:25,093 semantic_segmentation INFO: Iters: 140110/150000 || Lr: 0.001731 || Task Loss: 0.1360 || KD Loss: 0.0239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:34:09 || Estimated Time: 4:41:56
2023-08-07 06:44:41,843 semantic_segmentation INFO: Iters: 140120/150000 || Lr: 0.001729 || Task Loss: 0.2387 || KD Loss: 0.0588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:34:26 || Estimated Time: 4:41:39
2023-08-07 06:44:58,638 semantic_segmentation INFO: Iters: 140130/150000 || Lr: 0.001728 || Task Loss: 0.1723 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:34:43 || Estimated Time: 4:41:21
2023-08-07 06:45:15,300 semantic_segmentation INFO: Iters: 140140/150000 || Lr: 0.001726 || Task Loss: 0.1773 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:34:59 || Estimated Time: 4:41:04
2023-08-07 06:45:32,050 semantic_segmentation INFO: Iters: 140150/150000 || Lr: 0.001725 || Task Loss: 0.1742 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:35:16 || Estimated Time: 4:40:47
2023-08-07 06:45:48,819 semantic_segmentation INFO: Iters: 140160/150000 || Lr: 0.001723 || Task Loss: 0.1712 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:35:33 || Estimated Time: 4:40:30
2023-08-07 06:46:05,547 semantic_segmentation INFO: Iters: 140170/150000 || Lr: 0.001721 || Task Loss: 0.2470 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:35:50 || Estimated Time: 4:40:13
2023-08-07 06:46:22,303 semantic_segmentation INFO: Iters: 140180/150000 || Lr: 0.001720 || Task Loss: 0.2183 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:36:06 || Estimated Time: 4:39:56
2023-08-07 06:46:38,958 semantic_segmentation INFO: Iters: 140190/150000 || Lr: 0.001718 || Task Loss: 0.1665 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:36:23 || Estimated Time: 4:39:39
2023-08-07 06:46:55,754 semantic_segmentation INFO: Iters: 140200/150000 || Lr: 0.001717 || Task Loss: 0.1709 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:36:40 || Estimated Time: 4:39:22
2023-08-07 06:47:12,476 semantic_segmentation INFO: Iters: 140210/150000 || Lr: 0.001715 || Task Loss: 0.1993 || KD Loss: 0.0493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:36:57 || Estimated Time: 4:39:04
2023-08-07 06:47:29,205 semantic_segmentation INFO: Iters: 140220/150000 || Lr: 0.001714 || Task Loss: 0.2296 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:37:13 || Estimated Time: 4:38:47
2023-08-07 06:47:45,879 semantic_segmentation INFO: Iters: 140230/150000 || Lr: 0.001712 || Task Loss: 0.1478 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:37:30 || Estimated Time: 4:38:30
2023-08-07 06:48:02,638 semantic_segmentation INFO: Iters: 140240/150000 || Lr: 0.001710 || Task Loss: 0.1448 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:37:47 || Estimated Time: 4:38:13
2023-08-07 06:48:19,302 semantic_segmentation INFO: Iters: 140250/150000 || Lr: 0.001709 || Task Loss: 0.4317 || KD Loss: 0.0604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:38:03 || Estimated Time: 4:37:56
2023-08-07 06:48:36,011 semantic_segmentation INFO: Iters: 140260/150000 || Lr: 0.001707 || Task Loss: 0.2072 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:38:20 || Estimated Time: 4:37:39
2023-08-07 06:48:52,763 semantic_segmentation INFO: Iters: 140270/150000 || Lr: 0.001706 || Task Loss: 0.2054 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:38:37 || Estimated Time: 4:37:22
2023-08-07 06:49:09,507 semantic_segmentation INFO: Iters: 140280/150000 || Lr: 0.001704 || Task Loss: 0.3787 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:38:54 || Estimated Time: 4:37:04
2023-08-07 06:49:26,221 semantic_segmentation INFO: Iters: 140290/150000 || Lr: 0.001702 || Task Loss: 0.1821 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:39:10 || Estimated Time: 4:36:47
2023-08-07 06:49:42,941 semantic_segmentation INFO: Iters: 140300/150000 || Lr: 0.001701 || Task Loss: 0.1579 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:39:27 || Estimated Time: 4:36:30
2023-08-07 06:49:59,623 semantic_segmentation INFO: Iters: 140310/150000 || Lr: 0.001699 || Task Loss: 0.1988 || KD Loss: 0.0373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:39:44 || Estimated Time: 4:36:13
2023-08-07 06:50:16,376 semantic_segmentation INFO: Iters: 140320/150000 || Lr: 0.001698 || Task Loss: 0.1792 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:40:00 || Estimated Time: 4:35:56
2023-08-07 06:50:33,064 semantic_segmentation INFO: Iters: 140330/150000 || Lr: 0.001696 || Task Loss: 0.1600 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:40:17 || Estimated Time: 4:35:39
2023-08-07 06:50:49,795 semantic_segmentation INFO: Iters: 140340/150000 || Lr: 0.001695 || Task Loss: 0.1118 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:40:34 || Estimated Time: 4:35:22
2023-08-07 06:51:06,515 semantic_segmentation INFO: Iters: 140350/150000 || Lr: 0.001693 || Task Loss: 0.1422 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:40:51 || Estimated Time: 4:35:05
2023-08-07 06:51:23,142 semantic_segmentation INFO: Iters: 140360/150000 || Lr: 0.001691 || Task Loss: 0.1320 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:41:07 || Estimated Time: 4:34:47
2023-08-07 06:51:40,049 semantic_segmentation INFO: Iters: 140370/150000 || Lr: 0.001690 || Task Loss: 0.2510 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:41:24 || Estimated Time: 4:34:30
2023-08-07 06:51:56,757 semantic_segmentation INFO: Iters: 140380/150000 || Lr: 0.001688 || Task Loss: 0.2657 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:41:41 || Estimated Time: 4:34:13
2023-08-07 06:52:13,459 semantic_segmentation INFO: Iters: 140390/150000 || Lr: 0.001687 || Task Loss: 0.1595 || KD Loss: 0.0497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0550|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:41:57 || Estimated Time: 4:33:56
2023-08-07 06:52:30,184 semantic_segmentation INFO: Iters: 140400/150000 || Lr: 0.001685 || Task Loss: 0.1664 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:42:14 || Estimated Time: 4:33:39
2023-08-07 06:52:46,936 semantic_segmentation INFO: Iters: 140410/150000 || Lr: 0.001684 || Task Loss: 0.2108 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:42:31 || Estimated Time: 4:33:22
2023-08-07 06:53:03,648 semantic_segmentation INFO: Iters: 140420/150000 || Lr: 0.001682 || Task Loss: 0.2050 || KD Loss: 0.0379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:42:48 || Estimated Time: 4:33:05
2023-08-07 06:53:20,322 semantic_segmentation INFO: Iters: 140430/150000 || Lr: 0.001680 || Task Loss: 0.1917 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:43:04 || Estimated Time: 4:32:48
2023-08-07 06:53:37,082 semantic_segmentation INFO: Iters: 140440/150000 || Lr: 0.001679 || Task Loss: 0.1591 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:43:21 || Estimated Time: 4:32:30
2023-08-07 06:53:53,784 semantic_segmentation INFO: Iters: 140450/150000 || Lr: 0.001677 || Task Loss: 0.1477 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:43:38 || Estimated Time: 4:32:13
2023-08-07 06:54:10,512 semantic_segmentation INFO: Iters: 140460/150000 || Lr: 0.001676 || Task Loss: 0.1059 || KD Loss: 0.0255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:43:55 || Estimated Time: 4:31:56
2023-08-07 06:54:27,254 semantic_segmentation INFO: Iters: 140470/150000 || Lr: 0.001674 || Task Loss: 0.1073 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:44:11 || Estimated Time: 4:31:39
2023-08-07 06:54:44,055 semantic_segmentation INFO: Iters: 140480/150000 || Lr: 0.001672 || Task Loss: 0.1198 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:44:28 || Estimated Time: 4:31:22
2023-08-07 06:55:00,796 semantic_segmentation INFO: Iters: 140490/150000 || Lr: 0.001671 || Task Loss: 0.1560 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:44:45 || Estimated Time: 4:31:05
2023-08-07 06:55:17,570 semantic_segmentation INFO: Iters: 140500/150000 || Lr: 0.001669 || Task Loss: 0.2016 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:45:02 || Estimated Time: 4:30:48
2023-08-07 06:55:34,353 semantic_segmentation INFO: Iters: 140510/150000 || Lr: 0.001668 || Task Loss: 0.2074 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:45:18 || Estimated Time: 4:30:31
2023-08-07 06:55:51,166 semantic_segmentation INFO: Iters: 140520/150000 || Lr: 0.001666 || Task Loss: 0.1791 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:45:35 || Estimated Time: 4:30:13
2023-08-07 06:56:08,013 semantic_segmentation INFO: Iters: 140530/150000 || Lr: 0.001665 || Task Loss: 0.0768 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:45:52 || Estimated Time: 4:29:56
2023-08-07 06:56:24,822 semantic_segmentation INFO: Iters: 140540/150000 || Lr: 0.001663 || Task Loss: 0.2597 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:46:09 || Estimated Time: 4:29:39
2023-08-07 06:56:41,608 semantic_segmentation INFO: Iters: 140550/150000 || Lr: 0.001661 || Task Loss: 0.1603 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:46:26 || Estimated Time: 4:29:22
2023-08-07 06:56:58,423 semantic_segmentation INFO: Iters: 140560/150000 || Lr: 0.001660 || Task Loss: 0.1641 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:46:42 || Estimated Time: 4:29:05
2023-08-07 06:57:15,217 semantic_segmentation INFO: Iters: 140570/150000 || Lr: 0.001658 || Task Loss: 0.1359 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:46:59 || Estimated Time: 4:28:48
2023-08-07 06:57:31,993 semantic_segmentation INFO: Iters: 140580/150000 || Lr: 0.001657 || Task Loss: 0.1784 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:47:16 || Estimated Time: 4:28:31
2023-08-07 06:57:48,785 semantic_segmentation INFO: Iters: 140590/150000 || Lr: 0.001655 || Task Loss: 0.1869 || KD Loss: 0.0499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:47:33 || Estimated Time: 4:28:14
2023-08-07 06:58:05,570 semantic_segmentation INFO: Iters: 140600/150000 || Lr: 0.001654 || Task Loss: 0.2692 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:47:50 || Estimated Time: 4:27:56
2023-08-07 06:58:22,241 semantic_segmentation INFO: Iters: 140610/150000 || Lr: 0.001652 || Task Loss: 0.1608 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:48:06 || Estimated Time: 4:27:39
2023-08-07 06:58:38,988 semantic_segmentation INFO: Iters: 140620/150000 || Lr: 0.001650 || Task Loss: 0.2434 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:48:23 || Estimated Time: 4:27:22
2023-08-07 06:58:55,776 semantic_segmentation INFO: Iters: 140630/150000 || Lr: 0.001649 || Task Loss: 0.1642 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:48:40 || Estimated Time: 4:27:05
2023-08-07 06:59:12,551 semantic_segmentation INFO: Iters: 140640/150000 || Lr: 0.001647 || Task Loss: 0.3024 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:48:57 || Estimated Time: 4:26:48
2023-08-07 06:59:29,243 semantic_segmentation INFO: Iters: 140650/150000 || Lr: 0.001646 || Task Loss: 0.1478 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:49:13 || Estimated Time: 4:26:31
2023-08-07 06:59:46,011 semantic_segmentation INFO: Iters: 140660/150000 || Lr: 0.001644 || Task Loss: 0.2126 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:49:30 || Estimated Time: 4:26:14
2023-08-07 07:00:02,715 semantic_segmentation INFO: Iters: 140670/150000 || Lr: 0.001642 || Task Loss: 0.2438 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:49:47 || Estimated Time: 4:25:57
2023-08-07 07:00:19,459 semantic_segmentation INFO: Iters: 140680/150000 || Lr: 0.001641 || Task Loss: 0.2206 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:50:03 || Estimated Time: 4:25:39
2023-08-07 07:00:36,194 semantic_segmentation INFO: Iters: 140690/150000 || Lr: 0.001639 || Task Loss: 0.1818 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:50:20 || Estimated Time: 4:25:22
2023-08-07 07:00:52,905 semantic_segmentation INFO: Iters: 140700/150000 || Lr: 0.001638 || Task Loss: 0.1782 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:50:37 || Estimated Time: 4:25:05
2023-08-07 07:01:09,691 semantic_segmentation INFO: Iters: 140710/150000 || Lr: 0.001636 || Task Loss: 0.1246 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:50:54 || Estimated Time: 4:24:48
2023-08-07 07:01:26,418 semantic_segmentation INFO: Iters: 140720/150000 || Lr: 0.001634 || Task Loss: 0.1732 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:51:10 || Estimated Time: 4:24:31
2023-08-07 07:01:43,143 semantic_segmentation INFO: Iters: 140730/150000 || Lr: 0.001633 || Task Loss: 0.2307 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:51:27 || Estimated Time: 4:24:14
2023-08-07 07:01:59,870 semantic_segmentation INFO: Iters: 140740/150000 || Lr: 0.001631 || Task Loss: 0.1622 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:51:44 || Estimated Time: 4:23:57
2023-08-07 07:02:16,799 semantic_segmentation INFO: Iters: 140750/150000 || Lr: 0.001630 || Task Loss: 0.2042 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:52:01 || Estimated Time: 4:23:40
2023-08-07 07:02:33,680 semantic_segmentation INFO: Iters: 140760/150000 || Lr: 0.001628 || Task Loss: 0.1896 || KD Loss: 0.0341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:52:18 || Estimated Time: 4:23:22
2023-08-07 07:02:50,468 semantic_segmentation INFO: Iters: 140770/150000 || Lr: 0.001627 || Task Loss: 0.2258 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:52:35 || Estimated Time: 4:23:05
2023-08-07 07:03:07,162 semantic_segmentation INFO: Iters: 140780/150000 || Lr: 0.001625 || Task Loss: 0.1549 || KD Loss: 0.0422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:52:51 || Estimated Time: 4:22:48
2023-08-07 07:03:23,844 semantic_segmentation INFO: Iters: 140790/150000 || Lr: 0.001623 || Task Loss: 0.1598 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:53:08 || Estimated Time: 4:22:31
2023-08-07 07:03:40,643 semantic_segmentation INFO: Iters: 140800/150000 || Lr: 0.001622 || Task Loss: 0.1344 || KD Loss: 0.0233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:53:25 || Estimated Time: 4:22:14
2023-08-07 07:03:40,732 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 07:03:41,526 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.420
2023-08-07 07:03:41,738 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.511
2023-08-07 07:03:41,855 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.529
2023-08-07 07:03:41,976 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.553
2023-08-07 07:03:42,099 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.559
2023-08-07 07:03:42,221 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.560
2023-08-07 07:03:42,341 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.559
2023-08-07 07:03:42,458 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.593
2023-08-07 07:03:42,584 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.645
2023-08-07 07:03:42,716 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.699
2023-08-07 07:03:42,836 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.706
2023-08-07 07:03:42,956 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.728
2023-08-07 07:03:43,075 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.738
2023-08-07 07:03:43,197 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.732
2023-08-07 07:03:43,321 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.730
2023-08-07 07:03:43,445 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.721
2023-08-07 07:03:43,569 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.723
2023-08-07 07:03:43,691 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.727
2023-08-07 07:03:43,811 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.735
2023-08-07 07:03:43,932 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.742
2023-08-07 07:03:44,054 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.743
2023-08-07 07:03:44,175 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.726
2023-08-07 07:03:44,294 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.725
2023-08-07 07:03:44,418 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.731
2023-08-07 07:03:44,546 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-07 07:03:44,664 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-07 07:03:44,784 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.732
2023-08-07 07:03:44,903 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.728
2023-08-07 07:03:45,027 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-07 07:03:45,155 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-07 07:03:45,273 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-07 07:03:45,391 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-07 07:03:45,511 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-07 07:03:45,630 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-07 07:03:45,749 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-07 07:03:45,874 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-07 07:03:46,002 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-07 07:03:46,125 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-07 07:03:46,246 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-07 07:03:46,365 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.735
2023-08-07 07:03:46,491 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-07 07:03:46,616 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.736
2023-08-07 07:03:46,741 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.736
2023-08-07 07:03:46,862 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-07 07:03:46,985 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-07 07:03:47,107 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-07 07:03:47,235 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.737
2023-08-07 07:03:47,360 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-07 07:03:47,482 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.739
2023-08-07 07:03:47,603 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-07 07:03:47,727 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-07 07:03:47,851 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-07 07:03:47,972 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-07 07:03:48,093 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 07:03:48,212 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-07 07:03:48,335 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-07 07:03:48,457 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-07 07:03:48,578 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 07:03:48,698 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 07:03:48,816 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-07 07:03:48,942 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.762
2023-08-07 07:03:49,073 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-07 07:03:49,198 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-07 07:03:49,325 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 07:03:49,451 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 07:03:49,570 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 07:03:49,688 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 07:03:49,807 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.767
2023-08-07 07:03:49,925 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 07:03:50,044 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 07:03:50,168 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 07:03:50,297 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 07:03:50,420 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 07:03:50,542 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 07:03:50,662 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 07:03:50,783 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 07:03:50,904 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 07:03:51,024 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 07:03:51,142 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 07:03:51,259 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 07:03:51,386 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.768
2023-08-07 07:03:51,517 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 07:03:51,636 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 07:03:51,756 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 07:03:51,878 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 07:03:51,999 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 07:03:52,122 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 07:03:52,246 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 07:03:52,371 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 07:03:52,494 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 07:03:52,617 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-07 07:03:52,739 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 07:03:52,862 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 07:03:52,985 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 07:03:53,104 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 07:03:53,227 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 07:03:53,357 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:03:53,475 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:03:53,594 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:03:53,710 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:03:53,834 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 07:03:53,964 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 07:03:54,083 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 07:03:54,203 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 07:03:54,322 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 07:03:54,440 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 07:03:54,558 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 07:03:54,681 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 07:03:54,804 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 07:03:54,925 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 07:03:55,044 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 07:03:55,160 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-07 07:03:55,287 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 07:03:55,420 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-07 07:03:55,540 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-07 07:03:55,663 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 07:03:55,784 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 07:03:55,904 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-07 07:03:56,027 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-07 07:03:56,149 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-07 07:03:56,270 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 07:03:56,387 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 07:03:56,510 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-07 07:03:56,638 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 07:03:56,761 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 07:03:56,883 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 07:03:57,004 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 07:03:57,125 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 07:03:57,248 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 07:03:57,371 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 07:03:57,492 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 07:03:57,613 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 07:03:57,752 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 07:03:57,886 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 07:03:58,008 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 07:03:58,138 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 07:03:58,267 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 07:03:58,388 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 07:03:58,509 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:03:58,630 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:03:58,752 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:03:58,872 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:03:58,999 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:03:59,126 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:03:59,252 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:03:59,376 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:03:59,498 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:03:59,621 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:03:59,743 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:03:59,862 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-07 07:03:59,993 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:04:00,130 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-07 07:04:00,252 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:04:00,372 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:04:00,492 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:04:00,617 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 07:04:00,746 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 07:04:00,871 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:04:00,995 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-07 07:04:01,119 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.951, mIoU: 0.766
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2023-08-07 07:04:25,666 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 07:04:25,790 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 07:04:25,918 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 07:04:26,040 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-07 07:04:26,162 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 07:04:26,283 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 07:04:26,409 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 07:04:26,540 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 07:04:26,662 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-07 07:04:26,785 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:26,906 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:27,027 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:27,150 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:27,272 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:27,393 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:27,511 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:27,636 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:27,768 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:27,888 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:28,008 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:28,127 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:28,254 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 07:04:28,384 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 07:04:28,506 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 07:04:28,629 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 07:04:28,748 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 07:04:28,869 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 07:04:28,994 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 07:04:29,117 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 07:04:29,241 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 07:04:29,361 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 07:04:29,483 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 07:04:29,610 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:29,733 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:29,854 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:29,976 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:30,101 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:30,230 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:30,354 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:30,477 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:30,598 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:30,720 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:30,841 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:30,962 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:31,082 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:31,199 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:31,324 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:31,454 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:31,575 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 07:04:31,695 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 07:04:31,814 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 07:04:31,939 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 07:04:32,070 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 07:04:32,192 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 07:04:32,313 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 07:04:32,433 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 07:04:32,555 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 07:04:32,680 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 07:04:32,803 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 07:04:32,926 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 07:04:33,049 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:33,169 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 07:04:33,290 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:33,412 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:33,534 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:33,654 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:33,781 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:33,913 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:34,035 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:34,158 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:34,279 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:34,402 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:34,527 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:34,653 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:34,778 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:34,898 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:35,020 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:35,148 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:35,274 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:35,398 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 07:04:35,518 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:35,641 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:35,765 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:35,886 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:36,006 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:36,127 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:36,253 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:36,382 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:36,507 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:36,634 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:36,762 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:36,886 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:37,009 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:37,130 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:37,251 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:37,371 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:04:37,498 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 07:04:37,625 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 07:04:37,750 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 07:04:37,868 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 07:04:37,991 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 07:04:38,112 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 07:04:38,235 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 07:04:38,355 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 07:04:38,480 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 07:04:38,611 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 07:04:38,732 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 07:04:38,851 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 07:04:38,969 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 07:04:39,087 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 07:04:39,204 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 07:04:39,327 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 07:04:39,452 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 07:04:39,575 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:39,691 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:39,809 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:39,933 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:40,060 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:40,183 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:40,304 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:40,424 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:40,547 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:40,670 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:40,794 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:40,917 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:41,034 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 07:04:41,159 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:04:41,289 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:04:41,411 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:04:41,532 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:04:41,651 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:04:41,773 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:04:41,897 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:04:42,019 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:04:42,140 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:04:42,257 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:04:42,386 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:04:42,521 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:04:42,640 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:04:42,758 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:04:59,553 semantic_segmentation INFO: Iters: 140810/150000 || Lr: 0.001620 || Task Loss: 0.1345 || KD Loss: 0.0274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:54:44 || Estimated Time: 4:22:01
2023-08-07 07:05:16,286 semantic_segmentation INFO: Iters: 140820/150000 || Lr: 0.001619 || Task Loss: 0.1575 || KD Loss: 0.0257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:55:00 || Estimated Time: 4:21:44
2023-08-07 07:05:33,073 semantic_segmentation INFO: Iters: 140830/150000 || Lr: 0.001617 || Task Loss: 0.2445 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:55:17 || Estimated Time: 4:21:27
2023-08-07 07:05:49,861 semantic_segmentation INFO: Iters: 140840/150000 || Lr: 0.001615 || Task Loss: 0.1551 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:55:34 || Estimated Time: 4:21:09
2023-08-07 07:06:06,601 semantic_segmentation INFO: Iters: 140850/150000 || Lr: 0.001614 || Task Loss: 0.1376 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:55:51 || Estimated Time: 4:20:52
2023-08-07 07:06:23,361 semantic_segmentation INFO: Iters: 140860/150000 || Lr: 0.001612 || Task Loss: 0.1954 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:56:07 || Estimated Time: 4:20:35
2023-08-07 07:06:40,101 semantic_segmentation INFO: Iters: 140870/150000 || Lr: 0.001611 || Task Loss: 0.1195 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:56:24 || Estimated Time: 4:20:18
2023-08-07 07:06:56,893 semantic_segmentation INFO: Iters: 140880/150000 || Lr: 0.001609 || Task Loss: 0.1408 || KD Loss: 0.0228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:56:41 || Estimated Time: 4:20:01
2023-08-07 07:07:14,030 semantic_segmentation INFO: Iters: 140890/150000 || Lr: 0.001608 || Task Loss: 0.2010 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:56:58 || Estimated Time: 4:19:44
2023-08-07 07:07:30,900 semantic_segmentation INFO: Iters: 140900/150000 || Lr: 0.001606 || Task Loss: 0.1588 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:57:15 || Estimated Time: 4:19:27
2023-08-07 07:07:47,679 semantic_segmentation INFO: Iters: 140910/150000 || Lr: 0.001604 || Task Loss: 0.1358 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:57:32 || Estimated Time: 4:19:10
2023-08-07 07:08:04,549 semantic_segmentation INFO: Iters: 140920/150000 || Lr: 0.001603 || Task Loss: 0.1912 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:57:49 || Estimated Time: 4:18:52
2023-08-07 07:08:21,421 semantic_segmentation INFO: Iters: 140930/150000 || Lr: 0.001601 || Task Loss: 0.1657 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:58:05 || Estimated Time: 4:18:35
2023-08-07 07:08:38,220 semantic_segmentation INFO: Iters: 140940/150000 || Lr: 0.001600 || Task Loss: 0.1774 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:58:22 || Estimated Time: 4:18:18
2023-08-07 07:08:55,201 semantic_segmentation INFO: Iters: 140950/150000 || Lr: 0.001598 || Task Loss: 0.1313 || KD Loss: 0.0264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:58:39 || Estimated Time: 4:18:01
2023-08-07 07:09:12,069 semantic_segmentation INFO: Iters: 140960/150000 || Lr: 0.001596 || Task Loss: 0.1658 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:58:56 || Estimated Time: 4:17:44
2023-08-07 07:09:28,903 semantic_segmentation INFO: Iters: 140970/150000 || Lr: 0.001595 || Task Loss: 0.1478 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:59:13 || Estimated Time: 4:17:27
2023-08-07 07:09:45,754 semantic_segmentation INFO: Iters: 140980/150000 || Lr: 0.001593 || Task Loss: 0.1775 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:59:30 || Estimated Time: 4:17:10
2023-08-07 07:10:02,580 semantic_segmentation INFO: Iters: 140990/150000 || Lr: 0.001592 || Task Loss: 0.1853 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 18:59:47 || Estimated Time: 4:16:53
2023-08-07 07:10:19,387 semantic_segmentation INFO: Iters: 141000/150000 || Lr: 0.001590 || Task Loss: 0.1866 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:00:03 || Estimated Time: 4:16:35
2023-08-07 07:10:36,175 semantic_segmentation INFO: Iters: 141010/150000 || Lr: 0.001588 || Task Loss: 0.2079 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:00:20 || Estimated Time: 4:16:18
2023-08-07 07:10:52,980 semantic_segmentation INFO: Iters: 141020/150000 || Lr: 0.001587 || Task Loss: 0.2003 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:00:37 || Estimated Time: 4:16:01
2023-08-07 07:11:09,758 semantic_segmentation INFO: Iters: 141030/150000 || Lr: 0.001585 || Task Loss: 0.5384 || KD Loss: 0.2528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:00:54 || Estimated Time: 4:15:44
2023-08-07 07:11:26,619 semantic_segmentation INFO: Iters: 141040/150000 || Lr: 0.001584 || Task Loss: 0.1656 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:01:11 || Estimated Time: 4:15:27
2023-08-07 07:11:43,414 semantic_segmentation INFO: Iters: 141050/150000 || Lr: 0.001582 || Task Loss: 0.2100 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:01:27 || Estimated Time: 4:15:10
2023-08-07 07:12:00,153 semantic_segmentation INFO: Iters: 141060/150000 || Lr: 0.001581 || Task Loss: 0.0743 || KD Loss: 0.0207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:01:44 || Estimated Time: 4:14:53
2023-08-07 07:12:16,947 semantic_segmentation INFO: Iters: 141070/150000 || Lr: 0.001579 || Task Loss: 0.1039 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:02:01 || Estimated Time: 4:14:36
2023-08-07 07:12:33,717 semantic_segmentation INFO: Iters: 141080/150000 || Lr: 0.001577 || Task Loss: 0.2059 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:02:18 || Estimated Time: 4:14:18
2023-08-07 07:12:50,419 semantic_segmentation INFO: Iters: 141090/150000 || Lr: 0.001576 || Task Loss: 0.2195 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:02:34 || Estimated Time: 4:14:01
2023-08-07 07:13:07,187 semantic_segmentation INFO: Iters: 141100/150000 || Lr: 0.001574 || Task Loss: 0.1969 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:02:51 || Estimated Time: 4:13:44
2023-08-07 07:13:24,370 semantic_segmentation INFO: Iters: 141110/150000 || Lr: 0.001573 || Task Loss: 0.3202 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:03:08 || Estimated Time: 4:13:27
2023-08-07 07:13:41,124 semantic_segmentation INFO: Iters: 141120/150000 || Lr: 0.001571 || Task Loss: 0.2012 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:03:25 || Estimated Time: 4:13:10
2023-08-07 07:13:57,911 semantic_segmentation INFO: Iters: 141130/150000 || Lr: 0.001569 || Task Loss: 0.1727 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:03:42 || Estimated Time: 4:12:53
2023-08-07 07:14:14,659 semantic_segmentation INFO: Iters: 141140/150000 || Lr: 0.001568 || Task Loss: 0.1402 || KD Loss: 0.0269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:03:59 || Estimated Time: 4:12:36
2023-08-07 07:14:31,364 semantic_segmentation INFO: Iters: 141150/150000 || Lr: 0.001566 || Task Loss: 0.1485 || KD Loss: 0.0347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:04:15 || Estimated Time: 4:12:19
2023-08-07 07:14:48,177 semantic_segmentation INFO: Iters: 141160/150000 || Lr: 0.001565 || Task Loss: 0.1395 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:04:32 || Estimated Time: 4:12:01
2023-08-07 07:15:04,945 semantic_segmentation INFO: Iters: 141170/150000 || Lr: 0.001563 || Task Loss: 0.1013 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:04:49 || Estimated Time: 4:11:44
2023-08-07 07:15:21,676 semantic_segmentation INFO: Iters: 141180/150000 || Lr: 0.001561 || Task Loss: 0.1668 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:05:06 || Estimated Time: 4:11:27
2023-08-07 07:15:38,464 semantic_segmentation INFO: Iters: 141190/150000 || Lr: 0.001560 || Task Loss: 0.2700 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:05:23 || Estimated Time: 4:11:10
2023-08-07 07:15:55,309 semantic_segmentation INFO: Iters: 141200/150000 || Lr: 0.001558 || Task Loss: 0.2003 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:05:39 || Estimated Time: 4:10:53
2023-08-07 07:16:12,091 semantic_segmentation INFO: Iters: 141210/150000 || Lr: 0.001557 || Task Loss: 0.1762 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:05:56 || Estimated Time: 4:10:36
2023-08-07 07:16:29,163 semantic_segmentation INFO: Iters: 141220/150000 || Lr: 0.001555 || Task Loss: 0.1475 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:06:13 || Estimated Time: 4:10:19
2023-08-07 07:16:45,989 semantic_segmentation INFO: Iters: 141230/150000 || Lr: 0.001553 || Task Loss: 0.1934 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:06:30 || Estimated Time: 4:10:02
2023-08-07 07:17:02,735 semantic_segmentation INFO: Iters: 141240/150000 || Lr: 0.001552 || Task Loss: 0.1485 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:06:47 || Estimated Time: 4:09:44
2023-08-07 07:17:19,486 semantic_segmentation INFO: Iters: 141250/150000 || Lr: 0.001550 || Task Loss: 0.1022 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:07:04 || Estimated Time: 4:09:27
2023-08-07 07:17:36,370 semantic_segmentation INFO: Iters: 141260/150000 || Lr: 0.001549 || Task Loss: 0.1716 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:07:20 || Estimated Time: 4:09:10
2023-08-07 07:17:53,137 semantic_segmentation INFO: Iters: 141270/150000 || Lr: 0.001547 || Task Loss: 0.2294 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:07:37 || Estimated Time: 4:08:53
2023-08-07 07:18:09,882 semantic_segmentation INFO: Iters: 141280/150000 || Lr: 0.001545 || Task Loss: 0.2120 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:07:54 || Estimated Time: 4:08:36
2023-08-07 07:18:26,617 semantic_segmentation INFO: Iters: 141290/150000 || Lr: 0.001544 || Task Loss: 0.2114 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:08:11 || Estimated Time: 4:08:19
2023-08-07 07:18:43,392 semantic_segmentation INFO: Iters: 141300/150000 || Lr: 0.001542 || Task Loss: 0.1903 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:08:27 || Estimated Time: 4:08:02
2023-08-07 07:19:00,124 semantic_segmentation INFO: Iters: 141310/150000 || Lr: 0.001541 || Task Loss: 0.2451 || KD Loss: 0.0549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:08:44 || Estimated Time: 4:07:45
2023-08-07 07:19:16,869 semantic_segmentation INFO: Iters: 141320/150000 || Lr: 0.001539 || Task Loss: 0.2390 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:09:01 || Estimated Time: 4:07:27
2023-08-07 07:19:33,632 semantic_segmentation INFO: Iters: 141330/150000 || Lr: 0.001537 || Task Loss: 0.1441 || KD Loss: 0.0242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:09:18 || Estimated Time: 4:07:10
2023-08-07 07:19:50,417 semantic_segmentation INFO: Iters: 141340/150000 || Lr: 0.001536 || Task Loss: 0.2518 || KD Loss: 0.0539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:09:34 || Estimated Time: 4:06:53
2023-08-07 07:20:07,160 semantic_segmentation INFO: Iters: 141350/150000 || Lr: 0.001534 || Task Loss: 0.1806 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:09:51 || Estimated Time: 4:06:36
2023-08-07 07:20:23,883 semantic_segmentation INFO: Iters: 141360/150000 || Lr: 0.001533 || Task Loss: 0.1396 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:10:08 || Estimated Time: 4:06:19
2023-08-07 07:20:40,604 semantic_segmentation INFO: Iters: 141370/150000 || Lr: 0.001531 || Task Loss: 0.1520 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:10:25 || Estimated Time: 4:06:02
2023-08-07 07:20:57,337 semantic_segmentation INFO: Iters: 141380/150000 || Lr: 0.001530 || Task Loss: 0.2163 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:10:41 || Estimated Time: 4:05:45
2023-08-07 07:21:14,068 semantic_segmentation INFO: Iters: 141390/150000 || Lr: 0.001528 || Task Loss: 0.1313 || KD Loss: 0.0236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:10:58 || Estimated Time: 4:05:28
2023-08-07 07:21:30,801 semantic_segmentation INFO: Iters: 141400/150000 || Lr: 0.001526 || Task Loss: 0.1831 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:11:15 || Estimated Time: 4:05:10
2023-08-07 07:21:47,577 semantic_segmentation INFO: Iters: 141410/150000 || Lr: 0.001525 || Task Loss: 0.1663 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:11:32 || Estimated Time: 4:04:53
2023-08-07 07:22:04,324 semantic_segmentation INFO: Iters: 141420/150000 || Lr: 0.001523 || Task Loss: 0.1743 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:11:48 || Estimated Time: 4:04:36
2023-08-07 07:22:21,096 semantic_segmentation INFO: Iters: 141430/150000 || Lr: 0.001522 || Task Loss: 0.2528 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:12:05 || Estimated Time: 4:04:19
2023-08-07 07:22:37,827 semantic_segmentation INFO: Iters: 141440/150000 || Lr: 0.001520 || Task Loss: 0.1656 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:12:22 || Estimated Time: 4:04:02
2023-08-07 07:22:54,558 semantic_segmentation INFO: Iters: 141450/150000 || Lr: 0.001518 || Task Loss: 0.0956 || KD Loss: 0.0224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:12:39 || Estimated Time: 4:03:45
2023-08-07 07:23:11,334 semantic_segmentation INFO: Iters: 141460/150000 || Lr: 0.001517 || Task Loss: 0.1405 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:12:55 || Estimated Time: 4:03:28
2023-08-07 07:23:28,080 semantic_segmentation INFO: Iters: 141470/150000 || Lr: 0.001515 || Task Loss: 0.1562 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:13:12 || Estimated Time: 4:03:11
2023-08-07 07:23:44,805 semantic_segmentation INFO: Iters: 141480/150000 || Lr: 0.001514 || Task Loss: 0.2569 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:13:29 || Estimated Time: 4:02:53
2023-08-07 07:24:01,517 semantic_segmentation INFO: Iters: 141490/150000 || Lr: 0.001512 || Task Loss: 0.1781 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:13:46 || Estimated Time: 4:02:36
2023-08-07 07:24:18,264 semantic_segmentation INFO: Iters: 141500/150000 || Lr: 0.001510 || Task Loss: 0.0907 || KD Loss: 0.0238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:14:02 || Estimated Time: 4:02:19
2023-08-07 07:24:35,005 semantic_segmentation INFO: Iters: 141510/150000 || Lr: 0.001509 || Task Loss: 0.1298 || KD Loss: 0.0457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:14:19 || Estimated Time: 4:02:02
2023-08-07 07:24:51,838 semantic_segmentation INFO: Iters: 141520/150000 || Lr: 0.001507 || Task Loss: 0.2439 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:14:36 || Estimated Time: 4:01:45
2023-08-07 07:25:08,573 semantic_segmentation INFO: Iters: 141530/150000 || Lr: 0.001506 || Task Loss: 0.2293 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:14:53 || Estimated Time: 4:01:28
2023-08-07 07:25:25,369 semantic_segmentation INFO: Iters: 141540/150000 || Lr: 0.001504 || Task Loss: 0.1728 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:15:09 || Estimated Time: 4:01:11
2023-08-07 07:25:42,139 semantic_segmentation INFO: Iters: 141550/150000 || Lr: 0.001502 || Task Loss: 0.3596 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:15:26 || Estimated Time: 4:00:54
2023-08-07 07:25:58,855 semantic_segmentation INFO: Iters: 141560/150000 || Lr: 0.001501 || Task Loss: 0.1561 || KD Loss: 0.0202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:15:43 || Estimated Time: 4:00:36
2023-08-07 07:26:15,607 semantic_segmentation INFO: Iters: 141570/150000 || Lr: 0.001499 || Task Loss: 0.1934 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:16:00 || Estimated Time: 4:00:19
2023-08-07 07:26:32,365 semantic_segmentation INFO: Iters: 141580/150000 || Lr: 0.001498 || Task Loss: 0.2775 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:16:16 || Estimated Time: 4:00:02
2023-08-07 07:26:49,251 semantic_segmentation INFO: Iters: 141590/150000 || Lr: 0.001496 || Task Loss: 0.1114 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:16:33 || Estimated Time: 3:59:45
2023-08-07 07:27:06,172 semantic_segmentation INFO: Iters: 141600/150000 || Lr: 0.001494 || Task Loss: 0.2102 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:16:50 || Estimated Time: 3:59:28
2023-08-07 07:27:06,258 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 07:27:07,219 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.419
2023-08-07 07:27:07,379 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.510
2023-08-07 07:27:07,501 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.528
2023-08-07 07:27:07,620 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.554
2023-08-07 07:27:07,742 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.556
2023-08-07 07:27:07,872 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.558
2023-08-07 07:27:07,999 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.591
2023-08-07 07:27:08,124 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.623
2023-08-07 07:27:08,249 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.672
2023-08-07 07:27:08,378 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.726
2023-08-07 07:27:08,502 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.735
2023-08-07 07:27:08,622 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.761
2023-08-07 07:27:08,752 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.762
2023-08-07 07:27:08,891 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.750
2023-08-07 07:27:09,014 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.750
2023-08-07 07:27:09,135 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.741
2023-08-07 07:27:09,256 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.742
2023-08-07 07:27:09,387 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.747
2023-08-07 07:27:09,516 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.752
2023-08-07 07:27:09,640 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.759
2023-08-07 07:27:09,761 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.759
2023-08-07 07:27:09,887 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.751
2023-08-07 07:27:10,012 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.749
2023-08-07 07:27:10,143 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.755
2023-08-07 07:27:10,267 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 07:27:10,390 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.769
2023-08-07 07:27:10,511 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-07 07:27:10,635 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-07 07:27:10,756 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 07:27:10,881 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 07:27:11,008 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 07:27:11,141 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 07:27:11,263 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 07:27:11,392 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 07:27:11,515 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 07:27:11,636 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-07 07:27:11,757 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-07 07:27:11,882 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-07 07:27:12,001 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-07 07:27:12,119 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-07 07:27:12,249 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-07 07:27:12,383 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-07 07:27:12,510 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-07 07:27:12,632 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-07 07:27:12,755 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-07 07:27:12,885 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-07 07:27:13,007 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-07 07:27:13,128 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-07 07:27:13,253 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-07 07:27:13,392 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-07 07:27:13,512 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-07 07:27:13,633 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-07 07:27:13,753 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-07 07:27:13,882 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 07:27:14,008 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 07:27:14,132 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 07:27:14,254 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 07:27:14,379 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.763
2023-08-07 07:27:14,499 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 07:27:14,619 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 07:27:14,738 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.767
2023-08-07 07:27:14,865 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.768
2023-08-07 07:27:14,988 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.767
2023-08-07 07:27:15,111 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 07:27:15,235 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.771
2023-08-07 07:27:15,365 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.771
2023-08-07 07:27:15,486 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 07:27:15,608 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 07:27:15,728 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 07:27:15,855 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 07:27:15,979 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.770
2023-08-07 07:27:16,099 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 07:27:16,219 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 07:27:16,346 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 07:27:16,471 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 07:27:16,593 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 07:27:16,712 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 07:27:16,829 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.770
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2023-08-07 07:28:06,182 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:06,305 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:06,431 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:06,555 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:06,676 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:06,794 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:06,920 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:07,048 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:07,171 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:07,293 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:07,412 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:07,533 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 07:28:07,657 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:07,781 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:07,904 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:08,022 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:08,147 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:08,278 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:08,399 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:08,521 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:08,641 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:08,763 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 07:28:25,638 semantic_segmentation INFO: Iters: 141610/150000 || Lr: 0.001493 || Task Loss: 0.2271 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:18:10 || Estimated Time: 3:59:14
2023-08-07 07:28:42,326 semantic_segmentation INFO: Iters: 141620/150000 || Lr: 0.001491 || Task Loss: 0.1467 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:18:26 || Estimated Time: 3:58:57
2023-08-07 07:28:59,038 semantic_segmentation INFO: Iters: 141630/150000 || Lr: 0.001490 || Task Loss: 0.1303 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:18:43 || Estimated Time: 3:58:40
2023-08-07 07:29:15,904 semantic_segmentation INFO: Iters: 141640/150000 || Lr: 0.001488 || Task Loss: 0.2129 || KD Loss: 0.0567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:19:00 || Estimated Time: 3:58:23
2023-08-07 07:29:32,674 semantic_segmentation INFO: Iters: 141650/150000 || Lr: 0.001486 || Task Loss: 0.1425 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:19:17 || Estimated Time: 3:58:06
2023-08-07 07:29:49,421 semantic_segmentation INFO: Iters: 141660/150000 || Lr: 0.001485 || Task Loss: 0.1224 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:19:33 || Estimated Time: 3:57:49
2023-08-07 07:30:06,212 semantic_segmentation INFO: Iters: 141670/150000 || Lr: 0.001483 || Task Loss: 0.1430 || KD Loss: 0.0240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:19:50 || Estimated Time: 3:57:32
2023-08-07 07:30:22,997 semantic_segmentation INFO: Iters: 141680/150000 || Lr: 0.001482 || Task Loss: 0.1604 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:20:07 || Estimated Time: 3:57:15
2023-08-07 07:30:39,778 semantic_segmentation INFO: Iters: 141690/150000 || Lr: 0.001480 || Task Loss: 0.1218 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:20:24 || Estimated Time: 3:56:57
2023-08-07 07:30:56,593 semantic_segmentation INFO: Iters: 141700/150000 || Lr: 0.001478 || Task Loss: 0.2283 || KD Loss: 0.0517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:20:41 || Estimated Time: 3:56:40
2023-08-07 07:31:13,375 semantic_segmentation INFO: Iters: 141710/150000 || Lr: 0.001477 || Task Loss: 0.1990 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:20:57 || Estimated Time: 3:56:23
2023-08-07 07:31:30,154 semantic_segmentation INFO: Iters: 141720/150000 || Lr: 0.001475 || Task Loss: 0.1353 || KD Loss: 0.0215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:21:14 || Estimated Time: 3:56:06
2023-08-07 07:31:46,950 semantic_segmentation INFO: Iters: 141730/150000 || Lr: 0.001473 || Task Loss: 0.1865 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:21:31 || Estimated Time: 3:55:49
2023-08-07 07:32:03,751 semantic_segmentation INFO: Iters: 141740/150000 || Lr: 0.001472 || Task Loss: 0.2539 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:21:48 || Estimated Time: 3:55:32
2023-08-07 07:32:20,567 semantic_segmentation INFO: Iters: 141750/150000 || Lr: 0.001470 || Task Loss: 0.1678 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:22:05 || Estimated Time: 3:55:15
2023-08-07 07:32:37,475 semantic_segmentation INFO: Iters: 141760/150000 || Lr: 0.001469 || Task Loss: 0.1577 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:22:22 || Estimated Time: 3:54:58
2023-08-07 07:32:54,399 semantic_segmentation INFO: Iters: 141770/150000 || Lr: 0.001467 || Task Loss: 0.1920 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:22:38 || Estimated Time: 3:54:40
2023-08-07 07:33:11,343 semantic_segmentation INFO: Iters: 141780/150000 || Lr: 0.001465 || Task Loss: 0.2292 || KD Loss: 0.0756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:22:55 || Estimated Time: 3:54:23
2023-08-07 07:33:28,198 semantic_segmentation INFO: Iters: 141790/150000 || Lr: 0.001464 || Task Loss: 0.2088 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:23:12 || Estimated Time: 3:54:06
2023-08-07 07:33:45,136 semantic_segmentation INFO: Iters: 141800/150000 || Lr: 0.001462 || Task Loss: 0.1699 || KD Loss: 0.0335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:23:29 || Estimated Time: 3:53:49
2023-08-07 07:34:01,994 semantic_segmentation INFO: Iters: 141810/150000 || Lr: 0.001461 || Task Loss: 0.1336 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:23:46 || Estimated Time: 3:53:32
2023-08-07 07:34:18,783 semantic_segmentation INFO: Iters: 141820/150000 || Lr: 0.001459 || Task Loss: 0.2243 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:24:03 || Estimated Time: 3:53:15
2023-08-07 07:34:35,660 semantic_segmentation INFO: Iters: 141830/150000 || Lr: 0.001457 || Task Loss: 0.1474 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:24:20 || Estimated Time: 3:52:58
2023-08-07 07:34:52,523 semantic_segmentation INFO: Iters: 141840/150000 || Lr: 0.001456 || Task Loss: 0.1738 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:24:37 || Estimated Time: 3:52:41
2023-08-07 07:35:09,368 semantic_segmentation INFO: Iters: 141850/150000 || Lr: 0.001454 || Task Loss: 0.1202 || KD Loss: 0.0187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:24:53 || Estimated Time: 3:52:23
2023-08-07 07:35:26,220 semantic_segmentation INFO: Iters: 141860/150000 || Lr: 0.001453 || Task Loss: 0.1090 || KD Loss: 0.0197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:25:10 || Estimated Time: 3:52:06
2023-08-07 07:35:43,039 semantic_segmentation INFO: Iters: 141870/150000 || Lr: 0.001451 || Task Loss: 0.1509 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:25:27 || Estimated Time: 3:51:49
2023-08-07 07:35:59,803 semantic_segmentation INFO: Iters: 141880/150000 || Lr: 0.001449 || Task Loss: 0.2106 || KD Loss: 0.0323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:25:44 || Estimated Time: 3:51:32
2023-08-07 07:36:16,672 semantic_segmentation INFO: Iters: 141890/150000 || Lr: 0.001448 || Task Loss: 0.2441 || KD Loss: 0.0507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:51:15
2023-08-07 07:36:33,492 semantic_segmentation INFO: Iters: 141900/150000 || Lr: 0.001446 || Task Loss: 0.2209 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:50:58
2023-08-07 07:36:50,272 semantic_segmentation INFO: Iters: 141910/150000 || Lr: 0.001445 || Task Loss: 0.3005 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:26:34 || Estimated Time: 3:50:41
2023-08-07 07:37:07,139 semantic_segmentation INFO: Iters: 141920/150000 || Lr: 0.001443 || Task Loss: 0.1448 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:26:51 || Estimated Time: 3:50:24
2023-08-07 07:37:24,026 semantic_segmentation INFO: Iters: 141930/150000 || Lr: 0.001441 || Task Loss: 0.1678 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:50:06
2023-08-07 07:37:40,861 semantic_segmentation INFO: Iters: 141940/150000 || Lr: 0.001440 || Task Loss: 0.1774 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:49:49
2023-08-07 07:37:57,652 semantic_segmentation INFO: Iters: 141950/150000 || Lr: 0.001438 || Task Loss: 0.1429 || KD Loss: 0.0235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:49:32
2023-08-07 07:38:14,500 semantic_segmentation INFO: Iters: 141960/150000 || Lr: 0.001437 || Task Loss: 0.2125 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:49:15
2023-08-07 07:38:31,285 semantic_segmentation INFO: Iters: 141970/150000 || Lr: 0.001435 || Task Loss: 0.2389 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:28:15 || Estimated Time: 3:48:58
2023-08-07 07:38:48,087 semantic_segmentation INFO: Iters: 141980/150000 || Lr: 0.001433 || Task Loss: 0.1860 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:48:41
2023-08-07 07:39:04,899 semantic_segmentation INFO: Iters: 141990/150000 || Lr: 0.001432 || Task Loss: 0.1581 || KD Loss: 0.0249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:48:24
2023-08-07 07:39:21,710 semantic_segmentation INFO: Iters: 142000/150000 || Lr: 0.001430 || Task Loss: 0.2487 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:48:07
2023-08-07 07:39:38,480 semantic_segmentation INFO: Iters: 142010/150000 || Lr: 0.001429 || Task Loss: 0.1421 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:47:49
2023-08-07 07:39:55,329 semantic_segmentation INFO: Iters: 142020/150000 || Lr: 0.001427 || Task Loss: 0.1799 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:47:32
2023-08-07 07:40:12,097 semantic_segmentation INFO: Iters: 142030/150000 || Lr: 0.001425 || Task Loss: 0.1865 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:47:15
2023-08-07 07:40:28,879 semantic_segmentation INFO: Iters: 142040/150000 || Lr: 0.001424 || Task Loss: 0.1734 || KD Loss: 0.0269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:46:58
2023-08-07 07:40:45,672 semantic_segmentation INFO: Iters: 142050/150000 || Lr: 0.001422 || Task Loss: 0.1177 || KD Loss: 0.0197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:46:41
2023-08-07 07:41:02,433 semantic_segmentation INFO: Iters: 142060/150000 || Lr: 0.001420 || Task Loss: 0.2876 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:30:46 || Estimated Time: 3:46:24
2023-08-07 07:41:19,235 semantic_segmentation INFO: Iters: 142070/150000 || Lr: 0.001419 || Task Loss: 0.1566 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:31:03 || Estimated Time: 3:46:07
2023-08-07 07:41:36,025 semantic_segmentation INFO: Iters: 142080/150000 || Lr: 0.001417 || Task Loss: 0.2839 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:45:50
2023-08-07 07:41:52,778 semantic_segmentation INFO: Iters: 142090/150000 || Lr: 0.001416 || Task Loss: 0.1400 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:45:32
2023-08-07 07:42:09,617 semantic_segmentation INFO: Iters: 142100/150000 || Lr: 0.001414 || Task Loss: 0.2061 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:45:15
2023-08-07 07:42:26,450 semantic_segmentation INFO: Iters: 142110/150000 || Lr: 0.001412 || Task Loss: 0.1065 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:32:10 || Estimated Time: 3:44:58
2023-08-07 07:42:43,288 semantic_segmentation INFO: Iters: 142120/150000 || Lr: 0.001411 || Task Loss: 0.1879 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:44:41
2023-08-07 07:43:00,102 semantic_segmentation INFO: Iters: 142130/150000 || Lr: 0.001409 || Task Loss: 0.1669 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:32:44 || Estimated Time: 3:44:24
2023-08-07 07:43:16,871 semantic_segmentation INFO: Iters: 142140/150000 || Lr: 0.001408 || Task Loss: 0.2118 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:33:01 || Estimated Time: 3:44:07
2023-08-07 07:43:33,674 semantic_segmentation INFO: Iters: 142150/150000 || Lr: 0.001406 || Task Loss: 0.1252 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:33:18 || Estimated Time: 3:43:50
2023-08-07 07:43:50,475 semantic_segmentation INFO: Iters: 142160/150000 || Lr: 0.001404 || Task Loss: 0.1500 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:33:35 || Estimated Time: 3:43:33
2023-08-07 07:44:07,326 semantic_segmentation INFO: Iters: 142170/150000 || Lr: 0.001403 || Task Loss: 0.1636 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:33:51 || Estimated Time: 3:43:15
2023-08-07 07:44:24,122 semantic_segmentation INFO: Iters: 142180/150000 || Lr: 0.001401 || Task Loss: 0.2660 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:34:08 || Estimated Time: 3:42:58
2023-08-07 07:44:40,916 semantic_segmentation INFO: Iters: 142190/150000 || Lr: 0.001400 || Task Loss: 0.2237 || KD Loss: 0.0532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:34:25 || Estimated Time: 3:42:41
2023-08-07 07:44:57,706 semantic_segmentation INFO: Iters: 142200/150000 || Lr: 0.001398 || Task Loss: 0.1868 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:34:42 || Estimated Time: 3:42:24
2023-08-07 07:45:14,557 semantic_segmentation INFO: Iters: 142210/150000 || Lr: 0.001396 || Task Loss: 0.2119 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:34:59 || Estimated Time: 3:42:07
2023-08-07 07:45:31,346 semantic_segmentation INFO: Iters: 142220/150000 || Lr: 0.001395 || Task Loss: 0.2059 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:35:15 || Estimated Time: 3:41:50
2023-08-07 07:45:48,138 semantic_segmentation INFO: Iters: 142230/150000 || Lr: 0.001393 || Task Loss: 0.2568 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:35:32 || Estimated Time: 3:41:33
2023-08-07 07:46:05,001 semantic_segmentation INFO: Iters: 142240/150000 || Lr: 0.001391 || Task Loss: 0.1388 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:35:49 || Estimated Time: 3:41:16
2023-08-07 07:46:21,811 semantic_segmentation INFO: Iters: 142250/150000 || Lr: 0.001390 || Task Loss: 0.1847 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:36:06 || Estimated Time: 3:40:58
2023-08-07 07:46:38,678 semantic_segmentation INFO: Iters: 142260/150000 || Lr: 0.001388 || Task Loss: 0.2405 || KD Loss: 0.0552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:36:23 || Estimated Time: 3:40:41
2023-08-07 07:46:55,494 semantic_segmentation INFO: Iters: 142270/150000 || Lr: 0.001387 || Task Loss: 0.2333 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:36:40 || Estimated Time: 3:40:24
2023-08-07 07:47:12,325 semantic_segmentation INFO: Iters: 142280/150000 || Lr: 0.001385 || Task Loss: 0.2205 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:36:56 || Estimated Time: 3:40:07
2023-08-07 07:47:29,083 semantic_segmentation INFO: Iters: 142290/150000 || Lr: 0.001383 || Task Loss: 0.1591 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:37:13 || Estimated Time: 3:39:50
2023-08-07 07:47:45,911 semantic_segmentation INFO: Iters: 142300/150000 || Lr: 0.001382 || Task Loss: 0.1548 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:37:30 || Estimated Time: 3:39:33
2023-08-07 07:48:02,730 semantic_segmentation INFO: Iters: 142310/150000 || Lr: 0.001380 || Task Loss: 0.1048 || KD Loss: 0.0206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:37:47 || Estimated Time: 3:39:16
2023-08-07 07:48:19,507 semantic_segmentation INFO: Iters: 142320/150000 || Lr: 0.001379 || Task Loss: 0.1275 || KD Loss: 0.0273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:38:04 || Estimated Time: 3:38:59
2023-08-07 07:48:36,317 semantic_segmentation INFO: Iters: 142330/150000 || Lr: 0.001377 || Task Loss: 0.3098 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:38:20 || Estimated Time: 3:38:41
2023-08-07 07:48:53,088 semantic_segmentation INFO: Iters: 142340/150000 || Lr: 0.001375 || Task Loss: 0.1890 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:38:37 || Estimated Time: 3:38:24
2023-08-07 07:49:09,945 semantic_segmentation INFO: Iters: 142350/150000 || Lr: 0.001374 || Task Loss: 0.1380 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:38:54 || Estimated Time: 3:38:07
2023-08-07 07:49:26,729 semantic_segmentation INFO: Iters: 142360/150000 || Lr: 0.001372 || Task Loss: 0.2155 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:39:11 || Estimated Time: 3:37:50
2023-08-07 07:49:43,467 semantic_segmentation INFO: Iters: 142370/150000 || Lr: 0.001370 || Task Loss: 0.2821 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:39:28 || Estimated Time: 3:37:33
2023-08-07 07:50:00,231 semantic_segmentation INFO: Iters: 142380/150000 || Lr: 0.001369 || Task Loss: 0.1862 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:39:44 || Estimated Time: 3:37:16
2023-08-07 07:50:17,055 semantic_segmentation INFO: Iters: 142390/150000 || Lr: 0.001367 || Task Loss: 0.1300 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:40:01 || Estimated Time: 3:36:59
2023-08-07 07:50:33,847 semantic_segmentation INFO: Iters: 142400/150000 || Lr: 0.001366 || Task Loss: 0.2734 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:40:18 || Estimated Time: 3:36:42
2023-08-07 07:50:33,927 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 07:50:34,697 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-07 07:50:34,830 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.510
2023-08-07 07:50:34,956 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.528
2023-08-07 07:50:35,075 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.553
2023-08-07 07:50:35,193 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.557
2023-08-07 07:50:35,316 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.558
2023-08-07 07:50:35,442 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.586
2023-08-07 07:50:35,559 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.621
2023-08-07 07:50:35,676 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.669
2023-08-07 07:50:35,797 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.722
2023-08-07 07:50:35,917 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.731
2023-08-07 07:50:36,034 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.756
2023-08-07 07:50:36,158 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.758
2023-08-07 07:50:36,287 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.748
2023-08-07 07:50:36,410 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.740
2023-08-07 07:50:36,532 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.731
2023-08-07 07:50:36,651 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.732
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2023-08-07 07:50:36,895 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.741
2023-08-07 07:50:37,017 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.749
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2023-08-07 07:50:37,634 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.768
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2023-08-07 07:50:37,995 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 07:50:38,119 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.750
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2023-08-07 07:50:39,091 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.752
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2023-08-07 07:51:24,209 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:24,335 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:24,461 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:24,583 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:24,705 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:24,829 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:24,954 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:25,074 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:25,193 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:25,319 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:25,448 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:25,574 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:25,700 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 07:51:25,822 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 07:51:25,944 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 07:51:26,069 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 07:51:26,192 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 07:51:26,322 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 07:51:26,453 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 07:51:26,577 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 07:51:26,701 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 07:51:26,822 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 07:51:26,948 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:27,075 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:27,204 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:27,329 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:27,449 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:27,570 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:27,692 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:27,812 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:27,930 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:28,050 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:28,178 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:28,313 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:28,432 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:28,555 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:28,676 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:28,798 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:28,920 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:29,041 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:29,161 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:29,278 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:29,402 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:29,531 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:29,653 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:29,776 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:29,898 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:30,020 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:30,143 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:30,265 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 07:51:30,386 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 07:51:30,506 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-07 07:51:30,633 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 07:51:30,767 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 07:51:30,886 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 07:51:31,004 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 07:51:31,125 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 07:51:31,247 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 07:51:31,372 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 07:51:31,497 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:31,621 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-07 07:51:31,743 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:31,863 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:31,987 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:32,108 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:32,234 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:32,370 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:32,518 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:32,656 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:32,804 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:32,931 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:33,055 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:33,178 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:33,300 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:33,426 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:33,549 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:33,671 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:33,791 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:33,922 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:34,050 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:34,174 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:34,297 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 07:51:34,426 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:34,547 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:34,670 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:34,793 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:34,925 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:35,050 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:35,174 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:35,298 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:35,426 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:35,549 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:35,671 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:35,796 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:35,927 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-07 07:51:36,047 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.762
2023-08-07 07:51:53,078 semantic_segmentation INFO: Iters: 142410/150000 || Lr: 0.001364 || Task Loss: 0.2128 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:41:37 || Estimated Time: 3:36:28
2023-08-07 07:52:10,048 semantic_segmentation INFO: Iters: 142420/150000 || Lr: 0.001362 || Task Loss: 0.1907 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:41:54 || Estimated Time: 3:36:11
2023-08-07 07:52:26,845 semantic_segmentation INFO: Iters: 142430/150000 || Lr: 0.001361 || Task Loss: 0.1130 || KD Loss: 0.0229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:42:11 || Estimated Time: 3:35:54
2023-08-07 07:52:43,644 semantic_segmentation INFO: Iters: 142440/150000 || Lr: 0.001359 || Task Loss: 0.1775 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:42:28 || Estimated Time: 3:35:36
2023-08-07 07:53:00,436 semantic_segmentation INFO: Iters: 142450/150000 || Lr: 0.001358 || Task Loss: 0.1861 || KD Loss: 0.0525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:42:44 || Estimated Time: 3:35:19
2023-08-07 07:53:17,176 semantic_segmentation INFO: Iters: 142460/150000 || Lr: 0.001356 || Task Loss: 0.2111 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:43:01 || Estimated Time: 3:35:02
2023-08-07 07:53:34,010 semantic_segmentation INFO: Iters: 142470/150000 || Lr: 0.001354 || Task Loss: 0.1064 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:43:18 || Estimated Time: 3:34:45
2023-08-07 07:53:50,814 semantic_segmentation INFO: Iters: 142480/150000 || Lr: 0.001353 || Task Loss: 0.1720 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:43:35 || Estimated Time: 3:34:28
2023-08-07 07:54:07,576 semantic_segmentation INFO: Iters: 142490/150000 || Lr: 0.001351 || Task Loss: 0.1634 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:43:52 || Estimated Time: 3:34:11
2023-08-07 07:54:24,341 semantic_segmentation INFO: Iters: 142500/150000 || Lr: 0.001349 || Task Loss: 0.1412 || KD Loss: 0.0317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:44:08 || Estimated Time: 3:33:54
2023-08-07 07:54:41,127 semantic_segmentation INFO: Iters: 142510/150000 || Lr: 0.001348 || Task Loss: 0.1620 || KD Loss: 0.0326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:44:25 || Estimated Time: 3:33:36
2023-08-07 07:54:57,897 semantic_segmentation INFO: Iters: 142520/150000 || Lr: 0.001346 || Task Loss: 0.2920 || KD Loss: 0.0617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:44:42 || Estimated Time: 3:33:19
2023-08-07 07:55:14,632 semantic_segmentation INFO: Iters: 142530/150000 || Lr: 0.001345 || Task Loss: 0.1705 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:44:59 || Estimated Time: 3:33:02
2023-08-07 07:55:31,421 semantic_segmentation INFO: Iters: 142540/150000 || Lr: 0.001343 || Task Loss: 0.1173 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0548|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:45:15 || Estimated Time: 3:32:45
2023-08-07 07:55:48,211 semantic_segmentation INFO: Iters: 142550/150000 || Lr: 0.001341 || Task Loss: 0.1907 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:45:32 || Estimated Time: 3:32:28
2023-08-07 07:56:05,012 semantic_segmentation INFO: Iters: 142560/150000 || Lr: 0.001340 || Task Loss: 0.2901 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:45:49 || Estimated Time: 3:32:11
2023-08-07 07:56:21,767 semantic_segmentation INFO: Iters: 142570/150000 || Lr: 0.001338 || Task Loss: 0.1749 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:46:06 || Estimated Time: 3:31:54
2023-08-07 07:56:38,560 semantic_segmentation INFO: Iters: 142580/150000 || Lr: 0.001336 || Task Loss: 0.1511 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:46:23 || Estimated Time: 3:31:37
2023-08-07 07:56:55,342 semantic_segmentation INFO: Iters: 142590/150000 || Lr: 0.001335 || Task Loss: 0.1539 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:46:39 || Estimated Time: 3:31:19
2023-08-07 07:57:12,151 semantic_segmentation INFO: Iters: 142600/150000 || Lr: 0.001333 || Task Loss: 0.2155 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:46:56 || Estimated Time: 3:31:02
2023-08-07 07:57:28,925 semantic_segmentation INFO: Iters: 142610/150000 || Lr: 0.001332 || Task Loss: 0.1425 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:47:13 || Estimated Time: 3:30:45
2023-08-07 07:57:45,722 semantic_segmentation INFO: Iters: 142620/150000 || Lr: 0.001330 || Task Loss: 0.1976 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:47:30 || Estimated Time: 3:30:28
2023-08-07 07:58:02,524 semantic_segmentation INFO: Iters: 142630/150000 || Lr: 0.001328 || Task Loss: 0.2000 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:47:47 || Estimated Time: 3:30:11
2023-08-07 07:58:19,318 semantic_segmentation INFO: Iters: 142640/150000 || Lr: 0.001327 || Task Loss: 0.1489 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:48:03 || Estimated Time: 3:29:54
2023-08-07 07:58:36,108 semantic_segmentation INFO: Iters: 142650/150000 || Lr: 0.001325 || Task Loss: 0.1539 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:48:20 || Estimated Time: 3:29:37
2023-08-07 07:58:52,954 semantic_segmentation INFO: Iters: 142660/150000 || Lr: 0.001324 || Task Loss: 0.1300 || KD Loss: 0.0247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:48:37 || Estimated Time: 3:29:20
2023-08-07 07:59:09,749 semantic_segmentation INFO: Iters: 142670/150000 || Lr: 0.001322 || Task Loss: 0.1334 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:48:54 || Estimated Time: 3:29:02
2023-08-07 07:59:26,621 semantic_segmentation INFO: Iters: 142680/150000 || Lr: 0.001320 || Task Loss: 0.2045 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:49:11 || Estimated Time: 3:28:45
2023-08-07 07:59:43,761 semantic_segmentation INFO: Iters: 142690/150000 || Lr: 0.001319 || Task Loss: 0.1682 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:49:28 || Estimated Time: 3:28:28
2023-08-07 08:00:00,604 semantic_segmentation INFO: Iters: 142700/150000 || Lr: 0.001317 || Task Loss: 0.1751 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:49:45 || Estimated Time: 3:28:11
2023-08-07 08:00:17,409 semantic_segmentation INFO: Iters: 142710/150000 || Lr: 0.001315 || Task Loss: 0.2292 || KD Loss: 0.0529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:50:01 || Estimated Time: 3:27:54
2023-08-07 08:00:34,209 semantic_segmentation INFO: Iters: 142720/150000 || Lr: 0.001314 || Task Loss: 0.2037 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:50:18 || Estimated Time: 3:27:37
2023-08-07 08:00:50,997 semantic_segmentation INFO: Iters: 142730/150000 || Lr: 0.001312 || Task Loss: 0.2544 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:50:35 || Estimated Time: 3:27:20
2023-08-07 08:01:07,860 semantic_segmentation INFO: Iters: 142740/150000 || Lr: 0.001311 || Task Loss: 0.2667 || KD Loss: 0.0847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:50:52 || Estimated Time: 3:27:03
2023-08-07 08:01:24,645 semantic_segmentation INFO: Iters: 142750/150000 || Lr: 0.001309 || Task Loss: 0.1486 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:51:09 || Estimated Time: 3:26:45
2023-08-07 08:01:41,448 semantic_segmentation INFO: Iters: 142760/150000 || Lr: 0.001307 || Task Loss: 0.1765 || KD Loss: 0.0601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:51:25 || Estimated Time: 3:26:28
2023-08-07 08:01:58,245 semantic_segmentation INFO: Iters: 142770/150000 || Lr: 0.001306 || Task Loss: 0.1587 || KD Loss: 0.0377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:51:42 || Estimated Time: 3:26:11
2023-08-07 08:02:15,083 semantic_segmentation INFO: Iters: 142780/150000 || Lr: 0.001304 || Task Loss: 0.2520 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:51:59 || Estimated Time: 3:25:54
2023-08-07 08:02:31,902 semantic_segmentation INFO: Iters: 142790/150000 || Lr: 0.001302 || Task Loss: 0.1583 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:52:16 || Estimated Time: 3:25:37
2023-08-07 08:02:48,748 semantic_segmentation INFO: Iters: 142800/150000 || Lr: 0.001301 || Task Loss: 0.1740 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:52:33 || Estimated Time: 3:25:20
2023-08-07 08:03:05,632 semantic_segmentation INFO: Iters: 142810/150000 || Lr: 0.001299 || Task Loss: 0.2159 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:52:50 || Estimated Time: 3:25:03
2023-08-07 08:03:22,475 semantic_segmentation INFO: Iters: 142820/150000 || Lr: 0.001298 || Task Loss: 0.1519 || KD Loss: 0.0242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:53:07 || Estimated Time: 3:24:46
2023-08-07 08:03:39,283 semantic_segmentation INFO: Iters: 142830/150000 || Lr: 0.001296 || Task Loss: 0.1390 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:53:23 || Estimated Time: 3:24:28
2023-08-07 08:03:56,141 semantic_segmentation INFO: Iters: 142840/150000 || Lr: 0.001294 || Task Loss: 0.1630 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:53:40 || Estimated Time: 3:24:11
2023-08-07 08:04:12,960 semantic_segmentation INFO: Iters: 142850/150000 || Lr: 0.001293 || Task Loss: 0.1441 || KD Loss: 0.0231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:53:57 || Estimated Time: 3:23:54
2023-08-07 08:04:29,782 semantic_segmentation INFO: Iters: 142860/150000 || Lr: 0.001291 || Task Loss: 0.1137 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0514|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:54:14 || Estimated Time: 3:23:37
2023-08-07 08:04:46,593 semantic_segmentation INFO: Iters: 142870/150000 || Lr: 0.001289 || Task Loss: 0.3204 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:54:31 || Estimated Time: 3:23:20
2023-08-07 08:05:03,390 semantic_segmentation INFO: Iters: 142880/150000 || Lr: 0.001288 || Task Loss: 0.1794 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:54:47 || Estimated Time: 3:23:03
2023-08-07 08:05:20,172 semantic_segmentation INFO: Iters: 142890/150000 || Lr: 0.001286 || Task Loss: 0.1685 || KD Loss: 0.0201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:55:04 || Estimated Time: 3:22:46
2023-08-07 08:05:36,978 semantic_segmentation INFO: Iters: 142900/150000 || Lr: 0.001285 || Task Loss: 0.2071 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:55:21 || Estimated Time: 3:22:29
2023-08-07 08:05:53,809 semantic_segmentation INFO: Iters: 142910/150000 || Lr: 0.001283 || Task Loss: 0.1791 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:55:38 || Estimated Time: 3:22:11
2023-08-07 08:06:10,649 semantic_segmentation INFO: Iters: 142920/150000 || Lr: 0.001281 || Task Loss: 0.2050 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:21:54
2023-08-07 08:06:27,405 semantic_segmentation INFO: Iters: 142930/150000 || Lr: 0.001280 || Task Loss: 0.1642 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:56:11 || Estimated Time: 3:21:37
2023-08-07 08:06:44,198 semantic_segmentation INFO: Iters: 142940/150000 || Lr: 0.001278 || Task Loss: 0.1758 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:21:20
2023-08-07 08:07:01,023 semantic_segmentation INFO: Iters: 142950/150000 || Lr: 0.001276 || Task Loss: 0.2216 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:21:03
2023-08-07 08:07:17,823 semantic_segmentation INFO: Iters: 142960/150000 || Lr: 0.001275 || Task Loss: 0.1451 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:20:46
2023-08-07 08:07:34,626 semantic_segmentation INFO: Iters: 142970/150000 || Lr: 0.001273 || Task Loss: 0.1916 || KD Loss: 0.0573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:20:29
2023-08-07 08:07:51,431 semantic_segmentation INFO: Iters: 142980/150000 || Lr: 0.001271 || Task Loss: 0.1345 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:57:35 || Estimated Time: 3:20:12
2023-08-07 08:08:08,239 semantic_segmentation INFO: Iters: 142990/150000 || Lr: 0.001270 || Task Loss: 0.2357 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:57:52 || Estimated Time: 3:19:54
2023-08-07 08:08:25,047 semantic_segmentation INFO: Iters: 143000/150000 || Lr: 0.001268 || Task Loss: 0.1473 || KD Loss: 0.0263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:58:09 || Estimated Time: 3:19:37
2023-08-07 08:08:41,835 semantic_segmentation INFO: Iters: 143010/150000 || Lr: 0.001267 || Task Loss: 0.2108 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:58:26 || Estimated Time: 3:19:20
2023-08-07 08:08:58,633 semantic_segmentation INFO: Iters: 143020/150000 || Lr: 0.001265 || Task Loss: 0.1953 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:58:43 || Estimated Time: 3:19:03
2023-08-07 08:09:15,486 semantic_segmentation INFO: Iters: 143030/150000 || Lr: 0.001263 || Task Loss: 0.1401 || KD Loss: 0.0419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:59:00 || Estimated Time: 3:18:46
2023-08-07 08:09:32,285 semantic_segmentation INFO: Iters: 143040/150000 || Lr: 0.001262 || Task Loss: 0.1826 || KD Loss: 0.0342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:59:16 || Estimated Time: 3:18:29
2023-08-07 08:09:49,076 semantic_segmentation INFO: Iters: 143050/150000 || Lr: 0.001260 || Task Loss: 0.1902 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:59:33 || Estimated Time: 3:18:12
2023-08-07 08:10:05,884 semantic_segmentation INFO: Iters: 143060/150000 || Lr: 0.001258 || Task Loss: 0.1890 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 19:59:50 || Estimated Time: 3:17:55
2023-08-07 08:10:22,657 semantic_segmentation INFO: Iters: 143070/150000 || Lr: 0.001257 || Task Loss: 0.1239 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:00:07 || Estimated Time: 3:17:37
2023-08-07 08:10:39,461 semantic_segmentation INFO: Iters: 143080/150000 || Lr: 0.001255 || Task Loss: 0.2294 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:00:24 || Estimated Time: 3:17:20
2023-08-07 08:10:56,256 semantic_segmentation INFO: Iters: 143090/150000 || Lr: 0.001254 || Task Loss: 0.2607 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:00:40 || Estimated Time: 3:17:03
2023-08-07 08:11:13,035 semantic_segmentation INFO: Iters: 143100/150000 || Lr: 0.001252 || Task Loss: 0.1711 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:00:57 || Estimated Time: 3:16:46
2023-08-07 08:11:29,843 semantic_segmentation INFO: Iters: 143110/150000 || Lr: 0.001250 || Task Loss: 0.1529 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:01:14 || Estimated Time: 3:16:29
2023-08-07 08:11:46,624 semantic_segmentation INFO: Iters: 143120/150000 || Lr: 0.001249 || Task Loss: 0.1630 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:01:31 || Estimated Time: 3:16:12
2023-08-07 08:12:03,486 semantic_segmentation INFO: Iters: 143130/150000 || Lr: 0.001247 || Task Loss: 0.2362 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:01:48 || Estimated Time: 3:15:55
2023-08-07 08:12:20,352 semantic_segmentation INFO: Iters: 143140/150000 || Lr: 0.001245 || Task Loss: 0.1847 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:02:04 || Estimated Time: 3:15:38
2023-08-07 08:12:37,119 semantic_segmentation INFO: Iters: 143150/150000 || Lr: 0.001244 || Task Loss: 0.1977 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:02:21 || Estimated Time: 3:15:20
2023-08-07 08:12:53,887 semantic_segmentation INFO: Iters: 143160/150000 || Lr: 0.001242 || Task Loss: 0.1379 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:02:38 || Estimated Time: 3:15:03
2023-08-07 08:13:10,686 semantic_segmentation INFO: Iters: 143170/150000 || Lr: 0.001240 || Task Loss: 0.1820 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:02:55 || Estimated Time: 3:14:46
2023-08-07 08:13:27,459 semantic_segmentation INFO: Iters: 143180/150000 || Lr: 0.001239 || Task Loss: 0.1967 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:03:11 || Estimated Time: 3:14:29
2023-08-07 08:13:44,300 semantic_segmentation INFO: Iters: 143190/150000 || Lr: 0.001237 || Task Loss: 0.1109 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:03:28 || Estimated Time: 3:14:12
2023-08-07 08:14:01,098 semantic_segmentation INFO: Iters: 143200/150000 || Lr: 0.001236 || Task Loss: 0.1776 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:03:45 || Estimated Time: 3:13:55
2023-08-07 08:14:01,180 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 08:14:02,075 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.411
2023-08-07 08:14:02,196 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.507
2023-08-07 08:14:02,320 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.525
2023-08-07 08:14:02,447 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.551
2023-08-07 08:14:02,569 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.552
2023-08-07 08:14:02,694 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.554
2023-08-07 08:14:02,817 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.595
2023-08-07 08:14:02,941 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.630
2023-08-07 08:14:03,066 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.679
2023-08-07 08:14:03,193 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.735
2023-08-07 08:14:03,317 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.742
2023-08-07 08:14:03,437 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.752
2023-08-07 08:14:03,560 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.754
2023-08-07 08:14:03,684 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.750
2023-08-07 08:14:03,807 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.749
2023-08-07 08:14:03,929 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.739
2023-08-07 08:14:04,047 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.740
2023-08-07 08:14:04,175 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.745
2023-08-07 08:14:04,304 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.750
2023-08-07 08:14:04,430 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.757
2023-08-07 08:14:04,556 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.758
2023-08-07 08:14:04,684 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.748
2023-08-07 08:14:04,804 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.746
2023-08-07 08:14:04,926 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-07 08:14:05,047 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 08:14:05,173 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.766
2023-08-07 08:14:05,303 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 08:14:05,424 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-07 08:14:05,546 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-07 08:14:05,668 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 08:14:05,790 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 08:14:05,911 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-07 08:14:06,036 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 08:14:06,162 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 08:14:06,288 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 08:14:06,409 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-07 08:14:06,534 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 08:14:06,656 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 08:14:06,779 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-07 08:14:06,898 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-07 08:14:07,024 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-07 08:14:07,157 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-07 08:14:07,278 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-07 08:14:07,400 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-07 08:14:07,518 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-07 08:14:07,645 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-07 08:14:07,775 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.741
2023-08-07 08:14:07,898 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.740
2023-08-07 08:14:08,021 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-07 08:14:08,142 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-07 08:14:08,262 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-07 08:14:08,384 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 08:14:08,504 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-07 08:14:08,624 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 08:14:08,741 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 08:14:08,864 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 08:14:08,991 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 08:14:09,114 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 08:14:09,236 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.762
2023-08-07 08:14:09,356 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 08:14:09,483 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.762
2023-08-07 08:14:09,615 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 08:14:09,736 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-07 08:14:09,857 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 08:14:09,979 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 08:14:10,100 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.766
2023-08-07 08:14:10,224 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-07 08:14:10,348 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-07 08:14:10,473 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 08:14:10,594 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 08:14:10,715 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-07 08:14:10,839 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 08:14:10,963 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 08:14:11,084 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 08:14:11,202 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 08:14:11,329 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 08:14:11,462 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-07 08:14:11,581 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-07 08:14:11,701 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.762
2023-08-07 08:14:11,822 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 08:14:11,945 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 08:14:12,070 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 08:14:12,196 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 08:14:12,320 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-07 08:14:12,441 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 08:14:12,560 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 08:14:12,683 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-07 08:14:12,803 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-07 08:14:12,923 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-07 08:14:13,041 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-07 08:14:13,166 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.758
2023-08-07 08:14:13,296 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 08:14:13,417 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 08:14:13,540 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 08:14:13,662 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 08:14:13,782 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 08:14:13,905 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 08:14:14,030 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.768
2023-08-07 08:14:14,156 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 08:14:14,280 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 08:14:14,400 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-07 08:14:14,521 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 08:14:14,643 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 08:14:14,765 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 08:14:14,886 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 08:14:15,012 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 08:14:15,143 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-07 08:14:15,265 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 08:14:15,387 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 08:14:15,507 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 08:14:15,631 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 08:14:15,756 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-07 08:14:15,881 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 08:14:16,006 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 08:14:16,127 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 08:14:16,247 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 08:14:16,369 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-07 08:14:16,491 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-07 08:14:16,613 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 08:14:16,732 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 08:14:16,860 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 08:14:16,990 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 08:14:17,112 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 08:14:17,236 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.767
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2023-08-07 08:14:41,669 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.952, mIoU: 0.752
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2023-08-07 08:14:41,915 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-07 08:14:42,039 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-07 08:14:42,165 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.952, mIoU: 0.753
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2023-08-07 08:14:42,657 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 08:14:42,786 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 08:14:42,908 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 08:14:43,031 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 08:14:43,154 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-07 08:14:43,274 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.952, mIoU: 0.754
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2023-08-07 08:14:43,522 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.952, mIoU: 0.754
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2023-08-07 08:14:45,375 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.953, mIoU: 0.756
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2023-08-07 08:14:45,741 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.953, mIoU: 0.756
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2023-08-07 08:14:46,240 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.954, mIoU: 0.756
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2023-08-07 08:14:46,961 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.954, mIoU: 0.756
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2023-08-07 08:14:48,078 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.954, mIoU: 0.757
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2023-08-07 08:14:48,943 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.954, mIoU: 0.758
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2023-08-07 08:14:49,186 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.955, mIoU: 0.758
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2023-08-07 08:14:49,428 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.955, mIoU: 0.759
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2023-08-07 08:14:50,026 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.955, mIoU: 0.759
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2023-08-07 08:14:50,274 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 08:14:50,399 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 08:14:50,524 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.955, mIoU: 0.759
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2023-08-07 08:14:50,766 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 08:14:50,889 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 08:14:51,014 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.955, mIoU: 0.759
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2023-08-07 08:14:52,619 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.956, mIoU: 0.760
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2023-08-07 08:14:53,107 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.956, mIoU: 0.760
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2023-08-07 08:14:54,091 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 08:14:54,209 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 08:14:54,333 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 08:14:54,459 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.956, mIoU: 0.761
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2023-08-07 08:14:54,709 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 08:14:54,832 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 08:14:54,953 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 08:14:55,074 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 08:14:55,195 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 08:14:55,314 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.957, mIoU: 0.761
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2023-08-07 08:14:55,687 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.957, mIoU: 0.761
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2023-08-07 08:14:55,930 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 08:14:56,053 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.957, mIoU: 0.761
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2023-08-07 08:14:56,301 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.761
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2023-08-07 08:14:56,555 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.761
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2023-08-07 08:14:56,919 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.761
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2023-08-07 08:14:58,149 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.958, mIoU: 0.762
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2023-08-07 08:14:59,016 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.958, mIoU: 0.762
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2023-08-07 08:14:59,259 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:14:59,380 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:14:59,500 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:14:59,621 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:14:59,740 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:14:59,869 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:00,003 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:00,129 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:00,252 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:00,371 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:00,496 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:00,619 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:00,742 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:00,862 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:00,982 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:01,109 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:01,236 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.763
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2023-08-07 08:15:01,490 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:01,616 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:01,739 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:01,862 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:01,984 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:02,112 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:02,247 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.763
2023-08-07 08:15:02,369 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:02,491 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:02,609 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:02,732 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:02,860 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:02,984 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:03,107 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:03,228 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:03,349 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:03,470 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 08:15:20,360 semantic_segmentation INFO: Iters: 143210/150000 || Lr: 0.001234 || Task Loss: 0.2826 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:05:04 || Estimated Time: 3:13:41
2023-08-07 08:15:37,143 semantic_segmentation INFO: Iters: 143220/150000 || Lr: 0.001232 || Task Loss: 0.1724 || KD Loss: 0.0264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:05:21 || Estimated Time: 3:13:23
2023-08-07 08:15:53,970 semantic_segmentation INFO: Iters: 143230/150000 || Lr: 0.001231 || Task Loss: 0.1773 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:05:38 || Estimated Time: 3:13:06
2023-08-07 08:16:10,767 semantic_segmentation INFO: Iters: 143240/150000 || Lr: 0.001229 || Task Loss: 0.1707 || KD Loss: 0.0225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:05:55 || Estimated Time: 3:12:49
2023-08-07 08:16:27,609 semantic_segmentation INFO: Iters: 143250/150000 || Lr: 0.001227 || Task Loss: 0.1940 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:06:12 || Estimated Time: 3:12:32
2023-08-07 08:16:44,668 semantic_segmentation INFO: Iters: 143260/150000 || Lr: 0.001226 || Task Loss: 0.1064 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:06:29 || Estimated Time: 3:12:15
2023-08-07 08:17:01,751 semantic_segmentation INFO: Iters: 143270/150000 || Lr: 0.001224 || Task Loss: 0.1802 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:06:46 || Estimated Time: 3:11:58
2023-08-07 08:17:18,587 semantic_segmentation INFO: Iters: 143280/150000 || Lr: 0.001222 || Task Loss: 0.3565 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:07:03 || Estimated Time: 3:11:41
2023-08-07 08:17:35,389 semantic_segmentation INFO: Iters: 143290/150000 || Lr: 0.001221 || Task Loss: 0.1547 || KD Loss: 0.0409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:07:19 || Estimated Time: 3:11:24
2023-08-07 08:17:52,253 semantic_segmentation INFO: Iters: 143300/150000 || Lr: 0.001219 || Task Loss: 0.1819 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:07:36 || Estimated Time: 3:11:06
2023-08-07 08:18:09,247 semantic_segmentation INFO: Iters: 143310/150000 || Lr: 0.001218 || Task Loss: 0.1696 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:07:53 || Estimated Time: 3:10:49
2023-08-07 08:18:26,170 semantic_segmentation INFO: Iters: 143320/150000 || Lr: 0.001216 || Task Loss: 0.1800 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:08:10 || Estimated Time: 3:10:32
2023-08-07 08:18:43,047 semantic_segmentation INFO: Iters: 143330/150000 || Lr: 0.001214 || Task Loss: 0.1623 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:08:27 || Estimated Time: 3:10:15
2023-08-07 08:18:59,967 semantic_segmentation INFO: Iters: 143340/150000 || Lr: 0.001213 || Task Loss: 0.2509 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0687|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:08:44 || Estimated Time: 3:09:58
2023-08-07 08:19:16,835 semantic_segmentation INFO: Iters: 143350/150000 || Lr: 0.001211 || Task Loss: 0.1408 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:09:01 || Estimated Time: 3:09:41
2023-08-07 08:19:33,823 semantic_segmentation INFO: Iters: 143360/150000 || Lr: 0.001209 || Task Loss: 0.1032 || KD Loss: 0.0163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:09:18 || Estimated Time: 3:09:24
2023-08-07 08:19:50,743 semantic_segmentation INFO: Iters: 143370/150000 || Lr: 0.001208 || Task Loss: 0.1524 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:09:35 || Estimated Time: 3:09:07
2023-08-07 08:20:07,618 semantic_segmentation INFO: Iters: 143380/150000 || Lr: 0.001206 || Task Loss: 0.1922 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:09:52 || Estimated Time: 3:08:49
2023-08-07 08:20:24,471 semantic_segmentation INFO: Iters: 143390/150000 || Lr: 0.001204 || Task Loss: 0.1230 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:10:09 || Estimated Time: 3:08:32
2023-08-07 08:20:41,355 semantic_segmentation INFO: Iters: 143400/150000 || Lr: 0.001203 || Task Loss: 0.1729 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:10:25 || Estimated Time: 3:08:15
2023-08-07 08:20:58,275 semantic_segmentation INFO: Iters: 143410/150000 || Lr: 0.001201 || Task Loss: 0.1434 || KD Loss: 0.0228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:10:42 || Estimated Time: 3:07:58
2023-08-07 08:21:15,196 semantic_segmentation INFO: Iters: 143420/150000 || Lr: 0.001200 || Task Loss: 0.1166 || KD Loss: 0.0259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:10:59 || Estimated Time: 3:07:41
2023-08-07 08:21:32,062 semantic_segmentation INFO: Iters: 143430/150000 || Lr: 0.001198 || Task Loss: 0.1350 || KD Loss: 0.0255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:11:16 || Estimated Time: 3:07:24
2023-08-07 08:21:48,943 semantic_segmentation INFO: Iters: 143440/150000 || Lr: 0.001196 || Task Loss: 0.1746 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:11:33 || Estimated Time: 3:07:07
2023-08-07 08:22:05,845 semantic_segmentation INFO: Iters: 143450/150000 || Lr: 0.001195 || Task Loss: 0.1540 || KD Loss: 0.0547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:11:50 || Estimated Time: 3:06:50
2023-08-07 08:22:22,712 semantic_segmentation INFO: Iters: 143460/150000 || Lr: 0.001193 || Task Loss: 0.1465 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:12:07 || Estimated Time: 3:06:32
2023-08-07 08:22:39,554 semantic_segmentation INFO: Iters: 143470/150000 || Lr: 0.001191 || Task Loss: 0.2270 || KD Loss: 0.0448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:12:24 || Estimated Time: 3:06:15
2023-08-07 08:22:56,420 semantic_segmentation INFO: Iters: 143480/150000 || Lr: 0.001190 || Task Loss: 0.1216 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:12:40 || Estimated Time: 3:05:58
2023-08-07 08:23:13,278 semantic_segmentation INFO: Iters: 143490/150000 || Lr: 0.001188 || Task Loss: 0.2613 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:12:57 || Estimated Time: 3:05:41
2023-08-07 08:23:30,150 semantic_segmentation INFO: Iters: 143500/150000 || Lr: 0.001186 || Task Loss: 0.1147 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:13:14 || Estimated Time: 3:05:24
2023-08-07 08:23:47,000 semantic_segmentation INFO: Iters: 143510/150000 || Lr: 0.001185 || Task Loss: 0.2154 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:13:31 || Estimated Time: 3:05:07
2023-08-07 08:24:03,896 semantic_segmentation INFO: Iters: 143520/150000 || Lr: 0.001183 || Task Loss: 0.1481 || KD Loss: 0.0319|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:13:48 || Estimated Time: 3:04:50
2023-08-07 08:24:20,779 semantic_segmentation INFO: Iters: 143530/150000 || Lr: 0.001181 || Task Loss: 0.1752 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:14:05 || Estimated Time: 3:04:33
2023-08-07 08:24:37,662 semantic_segmentation INFO: Iters: 143540/150000 || Lr: 0.001180 || Task Loss: 0.2010 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:14:22 || Estimated Time: 3:04:15
2023-08-07 08:24:54,534 semantic_segmentation INFO: Iters: 143550/150000 || Lr: 0.001178 || Task Loss: 0.1726 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:14:39 || Estimated Time: 3:03:58
2023-08-07 08:25:11,395 semantic_segmentation INFO: Iters: 143560/150000 || Lr: 0.001177 || Task Loss: 0.1475 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:14:55 || Estimated Time: 3:03:41
2023-08-07 08:25:28,312 semantic_segmentation INFO: Iters: 143570/150000 || Lr: 0.001175 || Task Loss: 0.1443 || KD Loss: 0.0313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:15:12 || Estimated Time: 3:03:24
2023-08-07 08:25:45,249 semantic_segmentation INFO: Iters: 143580/150000 || Lr: 0.001173 || Task Loss: 0.2099 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:15:29 || Estimated Time: 3:03:07
2023-08-07 08:26:02,041 semantic_segmentation INFO: Iters: 143590/150000 || Lr: 0.001172 || Task Loss: 0.1665 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:15:46 || Estimated Time: 3:02:50
2023-08-07 08:26:18,900 semantic_segmentation INFO: Iters: 143600/150000 || Lr: 0.001170 || Task Loss: 0.1884 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:16:03 || Estimated Time: 3:02:33
2023-08-07 08:26:35,832 semantic_segmentation INFO: Iters: 143610/150000 || Lr: 0.001168 || Task Loss: 0.1853 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:16:20 || Estimated Time: 3:02:16
2023-08-07 08:26:52,696 semantic_segmentation INFO: Iters: 143620/150000 || Lr: 0.001167 || Task Loss: 0.3631 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:16:37 || Estimated Time: 3:01:58
2023-08-07 08:27:09,610 semantic_segmentation INFO: Iters: 143630/150000 || Lr: 0.001165 || Task Loss: 0.1781 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:16:54 || Estimated Time: 3:01:41
2023-08-07 08:27:26,558 semantic_segmentation INFO: Iters: 143640/150000 || Lr: 0.001163 || Task Loss: 0.1550 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:17:11 || Estimated Time: 3:01:24
2023-08-07 08:27:43,411 semantic_segmentation INFO: Iters: 143650/150000 || Lr: 0.001162 || Task Loss: 0.2177 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:17:27 || Estimated Time: 3:01:07
2023-08-07 08:28:00,224 semantic_segmentation INFO: Iters: 143660/150000 || Lr: 0.001160 || Task Loss: 0.1309 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:17:44 || Estimated Time: 3:00:50
2023-08-07 08:28:17,074 semantic_segmentation INFO: Iters: 143670/150000 || Lr: 0.001158 || Task Loss: 0.3138 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:18:01 || Estimated Time: 3:00:33
2023-08-07 08:28:33,999 semantic_segmentation INFO: Iters: 143680/150000 || Lr: 0.001157 || Task Loss: 0.1863 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:18:18 || Estimated Time: 3:00:16
2023-08-07 08:28:50,854 semantic_segmentation INFO: Iters: 143690/150000 || Lr: 0.001155 || Task Loss: 0.1764 || KD Loss: 0.0271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:18:35 || Estimated Time: 2:59:59
2023-08-07 08:29:07,722 semantic_segmentation INFO: Iters: 143700/150000 || Lr: 0.001153 || Task Loss: 0.1692 || KD Loss: 0.0251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:18:52 || Estimated Time: 2:59:41
2023-08-07 08:29:24,581 semantic_segmentation INFO: Iters: 143710/150000 || Lr: 0.001152 || Task Loss: 0.1954 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:19:09 || Estimated Time: 2:59:24
2023-08-07 08:29:41,437 semantic_segmentation INFO: Iters: 143720/150000 || Lr: 0.001150 || Task Loss: 0.1555 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:19:25 || Estimated Time: 2:59:07
2023-08-07 08:29:58,236 semantic_segmentation INFO: Iters: 143730/150000 || Lr: 0.001149 || Task Loss: 0.1378 || KD Loss: 0.0489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:19:42 || Estimated Time: 2:58:50
2023-08-07 08:30:15,161 semantic_segmentation INFO: Iters: 143740/150000 || Lr: 0.001147 || Task Loss: 0.3768 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:19:59 || Estimated Time: 2:58:33
2023-08-07 08:30:32,019 semantic_segmentation INFO: Iters: 143750/150000 || Lr: 0.001145 || Task Loss: 0.1704 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:20:16 || Estimated Time: 2:58:16
2023-08-07 08:30:48,889 semantic_segmentation INFO: Iters: 143760/150000 || Lr: 0.001144 || Task Loss: 0.2127 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:20:33 || Estimated Time: 2:57:59
2023-08-07 08:31:05,749 semantic_segmentation INFO: Iters: 143770/150000 || Lr: 0.001142 || Task Loss: 0.1573 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:20:50 || Estimated Time: 2:57:42
2023-08-07 08:31:22,610 semantic_segmentation INFO: Iters: 143780/150000 || Lr: 0.001140 || Task Loss: 0.1916 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:21:07 || Estimated Time: 2:57:24
2023-08-07 08:31:39,481 semantic_segmentation INFO: Iters: 143790/150000 || Lr: 0.001139 || Task Loss: 0.1620 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:21:24 || Estimated Time: 2:57:07
2023-08-07 08:31:56,339 semantic_segmentation INFO: Iters: 143800/150000 || Lr: 0.001137 || Task Loss: 0.1525 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:21:40 || Estimated Time: 2:56:50
2023-08-07 08:32:13,204 semantic_segmentation INFO: Iters: 143810/150000 || Lr: 0.001135 || Task Loss: 0.1270 || KD Loss: 0.0405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:21:57 || Estimated Time: 2:56:33
2023-08-07 08:32:30,146 semantic_segmentation INFO: Iters: 143820/150000 || Lr: 0.001134 || Task Loss: 0.1451 || KD Loss: 0.0241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:22:14 || Estimated Time: 2:56:16
2023-08-07 08:32:47,132 semantic_segmentation INFO: Iters: 143830/150000 || Lr: 0.001132 || Task Loss: 0.1879 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:22:31 || Estimated Time: 2:55:59
2023-08-07 08:33:03,989 semantic_segmentation INFO: Iters: 143840/150000 || Lr: 0.001130 || Task Loss: 0.2307 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:22:48 || Estimated Time: 2:55:42
2023-08-07 08:33:20,887 semantic_segmentation INFO: Iters: 143850/150000 || Lr: 0.001129 || Task Loss: 0.2072 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:23:05 || Estimated Time: 2:55:25
2023-08-07 08:33:37,775 semantic_segmentation INFO: Iters: 143860/150000 || Lr: 0.001127 || Task Loss: 0.1959 || KD Loss: 0.0268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:23:22 || Estimated Time: 2:55:07
2023-08-07 08:33:54,715 semantic_segmentation INFO: Iters: 143870/150000 || Lr: 0.001125 || Task Loss: 0.1649 || KD Loss: 0.0408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:23:39 || Estimated Time: 2:54:50
2023-08-07 08:34:11,644 semantic_segmentation INFO: Iters: 143880/150000 || Lr: 0.001124 || Task Loss: 0.1699 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:23:56 || Estimated Time: 2:54:33
2023-08-07 08:34:28,512 semantic_segmentation INFO: Iters: 143890/150000 || Lr: 0.001122 || Task Loss: 0.1734 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:24:13 || Estimated Time: 2:54:16
2023-08-07 08:34:45,426 semantic_segmentation INFO: Iters: 143900/150000 || Lr: 0.001120 || Task Loss: 0.2569 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:24:29 || Estimated Time: 2:53:59
2023-08-07 08:35:02,348 semantic_segmentation INFO: Iters: 143910/150000 || Lr: 0.001119 || Task Loss: 0.1705 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:24:46 || Estimated Time: 2:53:42
2023-08-07 08:35:19,204 semantic_segmentation INFO: Iters: 143920/150000 || Lr: 0.001117 || Task Loss: 0.1988 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:25:03 || Estimated Time: 2:53:25
2023-08-07 08:35:36,055 semantic_segmentation INFO: Iters: 143930/150000 || Lr: 0.001116 || Task Loss: 0.2025 || KD Loss: 0.0393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:25:20 || Estimated Time: 2:53:08
2023-08-07 08:35:52,944 semantic_segmentation INFO: Iters: 143940/150000 || Lr: 0.001114 || Task Loss: 0.1417 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:25:37 || Estimated Time: 2:52:50
2023-08-07 08:36:09,871 semantic_segmentation INFO: Iters: 143950/150000 || Lr: 0.001112 || Task Loss: 0.1684 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:25:54 || Estimated Time: 2:52:33
2023-08-07 08:36:26,733 semantic_segmentation INFO: Iters: 143960/150000 || Lr: 0.001111 || Task Loss: 0.1859 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:26:11 || Estimated Time: 2:52:16
2023-08-07 08:36:43,666 semantic_segmentation INFO: Iters: 143970/150000 || Lr: 0.001109 || Task Loss: 0.2608 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:26:28 || Estimated Time: 2:51:59
2023-08-07 08:37:00,534 semantic_segmentation INFO: Iters: 143980/150000 || Lr: 0.001107 || Task Loss: 0.1424 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:26:45 || Estimated Time: 2:51:42
2023-08-07 08:37:17,464 semantic_segmentation INFO: Iters: 143990/150000 || Lr: 0.001106 || Task Loss: 0.3305 || KD Loss: 0.0616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:27:02 || Estimated Time: 2:51:25
2023-08-07 08:37:34,380 semantic_segmentation INFO: Iters: 144000/150000 || Lr: 0.001104 || Task Loss: 0.1882 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:27:18 || Estimated Time: 2:51:08
2023-08-07 08:37:34,460 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 08:37:35,223 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-07 08:37:35,360 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.512
2023-08-07 08:37:35,482 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.527
2023-08-07 08:37:35,604 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.552
2023-08-07 08:37:35,725 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.564
2023-08-07 08:37:35,848 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.565
2023-08-07 08:37:35,969 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.592
2023-08-07 08:37:36,090 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.625
2023-08-07 08:37:36,217 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.674
2023-08-07 08:37:36,353 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.730
2023-08-07 08:37:36,477 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.737
2023-08-07 08:37:36,602 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.756
2023-08-07 08:37:36,724 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.760
2023-08-07 08:37:36,849 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.754
2023-08-07 08:37:36,972 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.745
2023-08-07 08:37:37,098 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.735
2023-08-07 08:37:37,224 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.735
2023-08-07 08:37:37,349 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.738
2023-08-07 08:37:37,475 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.744
2023-08-07 08:37:37,601 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.750
2023-08-07 08:37:37,724 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.752
2023-08-07 08:37:37,848 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.743
2023-08-07 08:37:37,974 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.741
2023-08-07 08:37:38,097 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 08:37:38,218 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 08:37:38,337 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 08:37:38,460 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-07 08:37:38,587 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-07 08:37:38,714 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-07 08:37:38,841 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-07 08:37:38,965 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-07 08:37:39,085 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-07 08:37:39,205 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-07 08:37:39,330 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-07 08:37:39,450 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-07 08:37:39,569 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-07 08:37:39,698 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 08:37:39,831 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-07 08:37:39,951 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-07 08:37:40,075 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-07 08:37:40,197 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-07 08:37:40,317 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.739
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2023-08-07 08:38:29,590 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:29,709 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:29,827 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:29,945 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:30,073 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:30,207 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:30,328 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:30,454 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:30,580 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:30,700 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:30,820 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:30,944 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 08:38:31,065 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 08:38:31,185 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 08:38:31,309 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 08:38:31,438 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:31,563 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:31,689 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:31,809 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:31,929 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:32,051 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:32,173 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:32,294 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:32,412 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:32,543 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:32,675 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:32,797 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:32,924 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:33,046 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:33,168 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:33,291 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 08:38:33,415 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:33,538 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:33,657 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:33,781 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:33,904 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:34,028 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:34,154 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:34,280 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:34,402 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:34,525 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:34,645 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:34,773 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:34,906 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:35,027 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:35,148 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:35,268 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:35,392 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:35,519 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 08:38:35,644 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 08:38:35,769 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 08:38:35,891 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 08:38:36,012 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 08:38:36,134 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 08:38:36,255 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 08:38:36,375 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 08:38:36,493 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 08:38:36,620 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 08:38:36,753 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.959, mIoU: 0.769
2023-08-07 08:38:53,723 semantic_segmentation INFO: Iters: 144010/150000 || Lr: 0.001102 || Task Loss: 0.1457 || KD Loss: 0.0206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:28:38 || Estimated Time: 2:50:53
2023-08-07 08:39:10,603 semantic_segmentation INFO: Iters: 144020/150000 || Lr: 0.001101 || Task Loss: 0.1484 || KD Loss: 0.0389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:28:55 || Estimated Time: 2:50:36
2023-08-07 08:39:27,491 semantic_segmentation INFO: Iters: 144030/150000 || Lr: 0.001099 || Task Loss: 0.1216 || KD Loss: 0.0221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:29:12 || Estimated Time: 2:50:19
2023-08-07 08:39:44,309 semantic_segmentation INFO: Iters: 144040/150000 || Lr: 0.001097 || Task Loss: 0.2510 || KD Loss: 0.0488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:29:28 || Estimated Time: 2:50:02
2023-08-07 08:40:01,183 semantic_segmentation INFO: Iters: 144050/150000 || Lr: 0.001096 || Task Loss: 0.1352 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:29:45 || Estimated Time: 2:49:45
2023-08-07 08:40:18,014 semantic_segmentation INFO: Iters: 144060/150000 || Lr: 0.001094 || Task Loss: 0.2546 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:30:02 || Estimated Time: 2:49:28
2023-08-07 08:40:34,930 semantic_segmentation INFO: Iters: 144070/150000 || Lr: 0.001092 || Task Loss: 0.1272 || KD Loss: 0.0245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:30:19 || Estimated Time: 2:49:10
2023-08-07 08:40:51,808 semantic_segmentation INFO: Iters: 144080/150000 || Lr: 0.001091 || Task Loss: 0.1235 || KD Loss: 0.0307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:30:36 || Estimated Time: 2:48:53
2023-08-07 08:41:08,743 semantic_segmentation INFO: Iters: 144090/150000 || Lr: 0.001089 || Task Loss: 0.1319 || KD Loss: 0.0239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:30:53 || Estimated Time: 2:48:36
2023-08-07 08:41:25,750 semantic_segmentation INFO: Iters: 144100/150000 || Lr: 0.001087 || Task Loss: 0.2402 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:31:10 || Estimated Time: 2:48:19
2023-08-07 08:41:42,736 semantic_segmentation INFO: Iters: 144110/150000 || Lr: 0.001086 || Task Loss: 0.1549 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:31:27 || Estimated Time: 2:48:02
2023-08-07 08:41:59,735 semantic_segmentation INFO: Iters: 144120/150000 || Lr: 0.001084 || Task Loss: 0.1541 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:31:44 || Estimated Time: 2:47:45
2023-08-07 08:42:16,523 semantic_segmentation INFO: Iters: 144130/150000 || Lr: 0.001082 || Task Loss: 0.2241 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:32:01 || Estimated Time: 2:47:28
2023-08-07 08:42:33,378 semantic_segmentation INFO: Iters: 144140/150000 || Lr: 0.001081 || Task Loss: 0.1667 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:32:17 || Estimated Time: 2:47:11
2023-08-07 08:42:50,259 semantic_segmentation INFO: Iters: 144150/150000 || Lr: 0.001079 || Task Loss: 0.1124 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:32:34 || Estimated Time: 2:46:53
2023-08-07 08:43:07,054 semantic_segmentation INFO: Iters: 144160/150000 || Lr: 0.001077 || Task Loss: 0.1333 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0527|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:32:51 || Estimated Time: 2:46:36
2023-08-07 08:43:23,911 semantic_segmentation INFO: Iters: 144170/150000 || Lr: 0.001076 || Task Loss: 0.2418 || KD Loss: 0.0580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:33:08 || Estimated Time: 2:46:19
2023-08-07 08:43:40,856 semantic_segmentation INFO: Iters: 144180/150000 || Lr: 0.001074 || Task Loss: 0.3077 || KD Loss: 0.0475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:33:25 || Estimated Time: 2:46:02
2023-08-07 08:43:57,691 semantic_segmentation INFO: Iters: 144190/150000 || Lr: 0.001072 || Task Loss: 0.1431 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:33:42 || Estimated Time: 2:45:45
2023-08-07 08:44:14,541 semantic_segmentation INFO: Iters: 144200/150000 || Lr: 0.001071 || Task Loss: 0.2594 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:33:59 || Estimated Time: 2:45:28
2023-08-07 08:44:31,407 semantic_segmentation INFO: Iters: 144210/150000 || Lr: 0.001069 || Task Loss: 0.2183 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:34:15 || Estimated Time: 2:45:11
2023-08-07 08:44:48,285 semantic_segmentation INFO: Iters: 144220/150000 || Lr: 0.001067 || Task Loss: 0.1759 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:34:32 || Estimated Time: 2:44:54
2023-08-07 08:45:05,213 semantic_segmentation INFO: Iters: 144230/150000 || Lr: 0.001066 || Task Loss: 0.2303 || KD Loss: 0.0511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:34:49 || Estimated Time: 2:44:36
2023-08-07 08:45:22,027 semantic_segmentation INFO: Iters: 144240/150000 || Lr: 0.001064 || Task Loss: 0.1707 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:35:06 || Estimated Time: 2:44:19
2023-08-07 08:45:38,872 semantic_segmentation INFO: Iters: 144250/150000 || Lr: 0.001062 || Task Loss: 0.1755 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:35:23 || Estimated Time: 2:44:02
2023-08-07 08:45:55,746 semantic_segmentation INFO: Iters: 144260/150000 || Lr: 0.001061 || Task Loss: 0.2565 || KD Loss: 0.0586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:35:40 || Estimated Time: 2:43:45
2023-08-07 08:46:12,610 semantic_segmentation INFO: Iters: 144270/150000 || Lr: 0.001059 || Task Loss: 0.1719 || KD Loss: 0.0542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:35:57 || Estimated Time: 2:43:28
2023-08-07 08:46:29,509 semantic_segmentation INFO: Iters: 144280/150000 || Lr: 0.001057 || Task Loss: 0.1599 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:36:14 || Estimated Time: 2:43:11
2023-08-07 08:46:46,283 semantic_segmentation INFO: Iters: 144290/150000 || Lr: 0.001056 || Task Loss: 0.1596 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:36:30 || Estimated Time: 2:42:54
2023-08-07 08:47:03,178 semantic_segmentation INFO: Iters: 144300/150000 || Lr: 0.001054 || Task Loss: 0.1635 || KD Loss: 0.0371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:36:47 || Estimated Time: 2:42:37
2023-08-07 08:47:20,039 semantic_segmentation INFO: Iters: 144310/150000 || Lr: 0.001052 || Task Loss: 0.1217 || KD Loss: 0.0201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:37:04 || Estimated Time: 2:42:19
2023-08-07 08:47:36,895 semantic_segmentation INFO: Iters: 144320/150000 || Lr: 0.001051 || Task Loss: 0.2474 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:37:21 || Estimated Time: 2:42:02
2023-08-07 08:47:53,769 semantic_segmentation INFO: Iters: 144330/150000 || Lr: 0.001049 || Task Loss: 0.1232 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:37:38 || Estimated Time: 2:41:45
2023-08-07 08:48:10,630 semantic_segmentation INFO: Iters: 144340/150000 || Lr: 0.001047 || Task Loss: 0.2077 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:37:55 || Estimated Time: 2:41:28
2023-08-07 08:48:27,547 semantic_segmentation INFO: Iters: 144350/150000 || Lr: 0.001046 || Task Loss: 0.1796 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:38:12 || Estimated Time: 2:41:11
2023-08-07 08:48:44,422 semantic_segmentation INFO: Iters: 144360/150000 || Lr: 0.001044 || Task Loss: 0.1735 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:38:28 || Estimated Time: 2:40:54
2023-08-07 08:49:01,282 semantic_segmentation INFO: Iters: 144370/150000 || Lr: 0.001042 || Task Loss: 0.2410 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:38:45 || Estimated Time: 2:40:37
2023-08-07 08:49:18,147 semantic_segmentation INFO: Iters: 144380/150000 || Lr: 0.001041 || Task Loss: 0.1710 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:39:02 || Estimated Time: 2:40:20
2023-08-07 08:49:34,960 semantic_segmentation INFO: Iters: 144390/150000 || Lr: 0.001039 || Task Loss: 0.1603 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:39:19 || Estimated Time: 2:40:02
2023-08-07 08:49:51,843 semantic_segmentation INFO: Iters: 144400/150000 || Lr: 0.001037 || Task Loss: 0.1415 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0550|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:39:36 || Estimated Time: 2:39:45
2023-08-07 08:50:08,654 semantic_segmentation INFO: Iters: 144410/150000 || Lr: 0.001036 || Task Loss: 0.1271 || KD Loss: 0.0242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:39:53 || Estimated Time: 2:39:28
2023-08-07 08:50:25,535 semantic_segmentation INFO: Iters: 144420/150000 || Lr: 0.001034 || Task Loss: 0.1516 || KD Loss: 0.0265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:40:10 || Estimated Time: 2:39:11
2023-08-07 08:50:42,397 semantic_segmentation INFO: Iters: 144430/150000 || Lr: 0.001032 || Task Loss: 0.2322 || KD Loss: 0.0476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:40:26 || Estimated Time: 2:38:54
2023-08-07 08:50:59,318 semantic_segmentation INFO: Iters: 144440/150000 || Lr: 0.001031 || Task Loss: 0.2539 || KD Loss: 0.0510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:40:43 || Estimated Time: 2:38:37
2023-08-07 08:51:16,161 semantic_segmentation INFO: Iters: 144450/150000 || Lr: 0.001029 || Task Loss: 0.1695 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:41:00 || Estimated Time: 2:38:20
2023-08-07 08:51:33,034 semantic_segmentation INFO: Iters: 144460/150000 || Lr: 0.001027 || Task Loss: 0.2040 || KD Loss: 0.0390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:41:17 || Estimated Time: 2:38:03
2023-08-07 08:51:49,907 semantic_segmentation INFO: Iters: 144470/150000 || Lr: 0.001026 || Task Loss: 0.2011 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:41:34 || Estimated Time: 2:37:45
2023-08-07 08:52:06,770 semantic_segmentation INFO: Iters: 144480/150000 || Lr: 0.001024 || Task Loss: 0.1117 || KD Loss: 0.0180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:41:51 || Estimated Time: 2:37:28
2023-08-07 08:52:23,655 semantic_segmentation INFO: Iters: 144490/150000 || Lr: 0.001022 || Task Loss: 0.1596 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:42:08 || Estimated Time: 2:37:11
2023-08-07 08:52:40,498 semantic_segmentation INFO: Iters: 144500/150000 || Lr: 0.001021 || Task Loss: 0.1315 || KD Loss: 0.0485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:42:25 || Estimated Time: 2:36:54
2023-08-07 08:52:57,365 semantic_segmentation INFO: Iters: 144510/150000 || Lr: 0.001019 || Task Loss: 0.1379 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:42:41 || Estimated Time: 2:36:37
2023-08-07 08:53:14,266 semantic_segmentation INFO: Iters: 144520/150000 || Lr: 0.001017 || Task Loss: 0.1446 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:42:58 || Estimated Time: 2:36:20
2023-08-07 08:53:31,092 semantic_segmentation INFO: Iters: 144530/150000 || Lr: 0.001016 || Task Loss: 0.1871 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:43:15 || Estimated Time: 2:36:03
2023-08-07 08:53:47,929 semantic_segmentation INFO: Iters: 144540/150000 || Lr: 0.001014 || Task Loss: 0.2023 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:43:32 || Estimated Time: 2:35:45
2023-08-07 08:54:04,798 semantic_segmentation INFO: Iters: 144550/150000 || Lr: 0.001012 || Task Loss: 0.2754 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:43:49 || Estimated Time: 2:35:28
2023-08-07 08:54:21,684 semantic_segmentation INFO: Iters: 144560/150000 || Lr: 0.001011 || Task Loss: 0.1751 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:44:06 || Estimated Time: 2:35:11
2023-08-07 08:54:38,601 semantic_segmentation INFO: Iters: 144570/150000 || Lr: 0.001009 || Task Loss: 0.2367 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:44:23 || Estimated Time: 2:34:54
2023-08-07 08:54:55,590 semantic_segmentation INFO: Iters: 144580/150000 || Lr: 0.001007 || Task Loss: 0.2274 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:44:40 || Estimated Time: 2:34:37
2023-08-07 08:55:12,446 semantic_segmentation INFO: Iters: 144590/150000 || Lr: 0.001006 || Task Loss: 0.1578 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:44:56 || Estimated Time: 2:34:20
2023-08-07 08:55:29,303 semantic_segmentation INFO: Iters: 144600/150000 || Lr: 0.001004 || Task Loss: 0.2188 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:45:13 || Estimated Time: 2:34:03
2023-08-07 08:55:46,241 semantic_segmentation INFO: Iters: 144610/150000 || Lr: 0.001002 || Task Loss: 0.1430 || KD Loss: 0.0340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:45:30 || Estimated Time: 2:33:46
2023-08-07 08:56:03,118 semantic_segmentation INFO: Iters: 144620/150000 || Lr: 0.001001 || Task Loss: 0.2064 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:45:47 || Estimated Time: 2:33:28
2023-08-07 08:56:19,974 semantic_segmentation INFO: Iters: 144630/150000 || Lr: 0.000999 || Task Loss: 0.2694 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:46:04 || Estimated Time: 2:33:11
2023-08-07 08:56:36,848 semantic_segmentation INFO: Iters: 144640/150000 || Lr: 0.000997 || Task Loss: 0.1326 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:46:21 || Estimated Time: 2:32:54
2023-08-07 08:56:53,763 semantic_segmentation INFO: Iters: 144650/150000 || Lr: 0.000996 || Task Loss: 0.1255 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:46:38 || Estimated Time: 2:32:37
2023-08-07 08:57:10,638 semantic_segmentation INFO: Iters: 144660/150000 || Lr: 0.000994 || Task Loss: 0.1654 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:46:55 || Estimated Time: 2:32:20
2023-08-07 08:57:27,479 semantic_segmentation INFO: Iters: 144670/150000 || Lr: 0.000992 || Task Loss: 0.2007 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:47:12 || Estimated Time: 2:32:03
2023-08-07 08:57:44,391 semantic_segmentation INFO: Iters: 144680/150000 || Lr: 0.000991 || Task Loss: 0.1539 || KD Loss: 0.2014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:47:28 || Estimated Time: 2:31:46
2023-08-07 08:58:01,218 semantic_segmentation INFO: Iters: 144690/150000 || Lr: 0.000989 || Task Loss: 0.1310 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:47:45 || Estimated Time: 2:31:29
2023-08-07 08:58:18,042 semantic_segmentation INFO: Iters: 144700/150000 || Lr: 0.000987 || Task Loss: 0.1367 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0528|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:48:02 || Estimated Time: 2:31:11
2023-08-07 08:58:34,874 semantic_segmentation INFO: Iters: 144710/150000 || Lr: 0.000986 || Task Loss: 0.1862 || KD Loss: 0.0294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:48:19 || Estimated Time: 2:30:54
2023-08-07 08:58:51,732 semantic_segmentation INFO: Iters: 144720/150000 || Lr: 0.000984 || Task Loss: 0.1776 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:48:36 || Estimated Time: 2:30:37
2023-08-07 08:59:08,609 semantic_segmentation INFO: Iters: 144730/150000 || Lr: 0.000982 || Task Loss: 0.1370 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:48:53 || Estimated Time: 2:30:20
2023-08-07 08:59:25,510 semantic_segmentation INFO: Iters: 144740/150000 || Lr: 0.000981 || Task Loss: 0.1744 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:49:10 || Estimated Time: 2:30:03
2023-08-07 08:59:42,374 semantic_segmentation INFO: Iters: 144750/150000 || Lr: 0.000979 || Task Loss: 0.1400 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:49:26 || Estimated Time: 2:29:46
2023-08-07 08:59:59,195 semantic_segmentation INFO: Iters: 144760/150000 || Lr: 0.000977 || Task Loss: 0.1454 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:49:43 || Estimated Time: 2:29:29
2023-08-07 09:00:16,091 semantic_segmentation INFO: Iters: 144770/150000 || Lr: 0.000976 || Task Loss: 0.2241 || KD Loss: 0.0285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:50:00 || Estimated Time: 2:29:12
2023-08-07 09:00:32,983 semantic_segmentation INFO: Iters: 144780/150000 || Lr: 0.000974 || Task Loss: 0.1573 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:50:17 || Estimated Time: 2:28:54
2023-08-07 09:00:49,867 semantic_segmentation INFO: Iters: 144790/150000 || Lr: 0.000972 || Task Loss: 0.2005 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:50:34 || Estimated Time: 2:28:37
2023-08-07 09:01:06,720 semantic_segmentation INFO: Iters: 144800/150000 || Lr: 0.000971 || Task Loss: 0.1893 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:50:51 || Estimated Time: 2:28:20
2023-08-07 09:01:06,803 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 09:01:07,594 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-07 09:01:07,723 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.513
2023-08-07 09:01:07,842 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.528
2023-08-07 09:01:07,963 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.553
2023-08-07 09:01:08,079 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.559
2023-08-07 09:01:08,197 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.560
2023-08-07 09:01:08,321 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.587
2023-08-07 09:01:08,450 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.621
2023-08-07 09:01:08,573 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.672
2023-08-07 09:01:08,696 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.726
2023-08-07 09:01:08,814 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.733
2023-08-07 09:01:08,934 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.753
2023-08-07 09:01:09,056 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.756
2023-08-07 09:01:09,177 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.752
2023-08-07 09:01:09,296 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.965, mIoU: 0.750
2023-08-07 09:01:09,414 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.740
2023-08-07 09:01:09,539 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.742
2023-08-07 09:01:09,671 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.745
2023-08-07 09:01:09,791 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.751
2023-08-07 09:01:09,912 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.758
2023-08-07 09:01:10,033 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.758
2023-08-07 09:01:10,158 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.748
2023-08-07 09:01:10,287 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.745
2023-08-07 09:01:10,415 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.752
2023-08-07 09:01:10,539 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.763
2023-08-07 09:01:10,659 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 09:01:10,782 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 09:01:10,906 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-07 09:01:11,028 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 09:01:11,149 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 09:01:11,268 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 09:01:11,394 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 09:01:11,525 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 09:01:11,649 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 09:01:11,775 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 09:01:11,896 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 09:01:12,017 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 09:01:12,140 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-07 09:01:12,264 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-07 09:01:12,387 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-07 09:01:12,510 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-07 09:01:12,632 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-07 09:01:12,754 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.742
2023-08-07 09:01:12,876 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.744
2023-08-07 09:01:12,997 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-07 09:01:13,119 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-07 09:01:13,244 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.744
2023-08-07 09:01:13,372 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-07 09:01:13,497 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.745
2023-08-07 09:01:13,619 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-07 09:01:13,739 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-07 09:01:13,864 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-07 09:01:13,989 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-07 09:01:14,112 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-07 09:01:14,236 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 09:01:14,359 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 09:01:14,478 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 09:01:14,597 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 09:01:14,718 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 09:01:14,837 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 09:01:14,959 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.768
2023-08-07 09:01:15,081 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:01:15,210 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.768
2023-08-07 09:01:15,338 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:01:15,460 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.771
2023-08-07 09:01:15,579 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.771
2023-08-07 09:01:15,700 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 09:01:15,822 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 09:01:15,942 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 09:01:16,061 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 09:01:16,179 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 09:01:16,307 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 09:01:16,441 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:01:16,561 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.768
2023-08-07 09:01:16,686 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 09:01:16,808 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.769
2023-08-07 09:01:16,926 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:01:17,044 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:01:17,162 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.768
2023-08-07 09:01:17,281 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:01:17,398 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.771
2023-08-07 09:01:17,516 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 09:01:17,635 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:01:17,761 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.767
2023-08-07 09:01:17,889 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 09:01:18,012 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 09:01:18,137 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-07 09:01:18,261 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-07 09:01:18,385 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-07 09:01:18,508 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-07 09:01:18,630 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-07 09:01:18,754 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 09:01:18,883 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 09:01:19,005 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:19,126 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 09:01:19,244 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:19,364 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.952, mIoU: 0.772
2023-08-07 09:01:19,483 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:19,606 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:19,731 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 09:01:19,856 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 09:01:19,979 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:20,101 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:20,225 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:20,350 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:20,474 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:20,595 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 09:01:20,719 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:20,843 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:20,967 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 09:01:21,087 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-07 09:01:21,213 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:21,347 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:21,466 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:21,586 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 09:01:21,705 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 09:01:21,827 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 09:01:21,952 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 09:01:22,076 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-07 09:01:22,201 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 09:01:22,323 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.951, mIoU: 0.767
2023-08-07 09:01:22,443 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 09:01:22,564 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-07 09:01:22,686 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:22,808 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.768
2023-08-07 09:01:22,925 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-07 09:01:23,048 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.773
2023-08-07 09:01:23,176 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.951, mIoU: 0.773
2023-08-07 09:01:23,297 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 09:01:23,419 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 09:01:23,539 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 09:01:23,657 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 09:01:23,773 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 09:01:23,896 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 09:01:24,022 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 09:01:24,145 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 09:01:24,264 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 09:01:24,382 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 09:01:24,506 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 09:01:24,633 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:24,756 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 09:01:24,879 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 09:01:24,999 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 09:01:25,119 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 09:01:25,239 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 09:01:25,358 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 09:01:25,475 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 09:01:25,594 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.951, mIoU: 0.770
2023-08-07 09:01:25,721 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 09:01:25,855 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.769
2023-08-07 09:01:25,978 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 09:01:26,101 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 09:01:26,221 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 09:01:26,347 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.952, mIoU: 0.770
2023-08-07 09:01:26,476 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:26,604 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:26,728 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:26,851 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:26,973 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 09:01:27,097 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.952, mIoU: 0.770
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2023-08-07 09:01:51,742 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:01:51,863 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:01:51,985 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:01:52,106 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:01:52,225 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:01:52,356 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:01:52,492 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:01:52,616 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:01:52,744 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:01:52,872 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 09:01:52,995 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 09:01:53,118 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 09:01:53,249 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 09:01:53,372 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 09:01:53,499 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 09:01:53,629 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 09:01:53,755 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 09:01:53,877 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 09:01:54,000 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 09:01:54,122 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 09:01:54,242 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 09:01:54,361 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 09:01:54,478 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 09:01:54,607 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 09:01:54,740 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 09:01:54,862 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 09:01:54,985 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 09:01:55,105 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 09:01:55,227 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 09:01:55,350 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 09:01:55,471 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 09:01:55,590 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 09:01:55,709 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 09:01:55,836 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 09:01:55,968 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 09:01:56,091 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 09:01:56,216 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 09:01:56,339 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 09:01:56,460 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:56,583 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:56,703 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:56,823 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:01:56,944 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:01:57,067 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:01:57,195 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:01:57,321 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:57,445 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:57,565 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:57,686 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:57,807 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:57,927 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:58,045 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:58,163 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:58,291 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:58,425 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:58,549 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:01:58,675 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 09:01:58,799 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 09:01:58,921 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 09:01:59,040 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 09:01:59,162 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 09:01:59,281 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 09:01:59,399 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 09:01:59,525 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 09:01:59,657 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:01:59,780 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:01:59,907 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:00,034 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:00,158 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:00,279 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:00,401 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:00,526 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:00,654 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:00,775 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:00,898 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:01,018 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:01,136 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:01,253 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:01,378 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:01,505 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:01,631 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:01,756 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:01,881 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:02,006 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:02,132 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:02,259 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.957, mIoU: 0.766
2023-08-07 09:02:02,382 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:02,505 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:02:02,628 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:02,749 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:02,869 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:02,998 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:03,133 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:02:03,255 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:02:03,377 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:02:03,498 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:03,624 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:03,752 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:03,879 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:04,003 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:04,122 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:04,248 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:02:04,376 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:04,502 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:04,628 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:04,757 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:04,882 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:05,008 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:05,128 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:05,255 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:05,386 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:05,513 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:05,637 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:05,757 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:05,882 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:06,003 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:06,122 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:06,244 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:06,362 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:06,490 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:06,620 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:06,744 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:06,871 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:06,995 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:07,116 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:07,236 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:02:07,355 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:02:07,475 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:02:07,593 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:02:07,718 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:02:07,848 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:02:07,973 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:02:08,099 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 09:02:08,222 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.959, mIoU: 0.769
2023-08-07 09:02:08,342 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:02:08,463 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.769
2023-08-07 09:02:08,583 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.959, mIoU: 0.769
2023-08-07 09:02:08,702 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.959, mIoU: 0.769
2023-08-07 09:02:08,821 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.959, mIoU: 0.769
2023-08-07 09:02:08,952 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.959, mIoU: 0.769
2023-08-07 09:02:09,079 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.959, mIoU: 0.769
2023-08-07 09:02:25,983 semantic_segmentation INFO: Iters: 144810/150000 || Lr: 0.000969 || Task Loss: 0.2198 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:52:10 || Estimated Time: 2:28:05
2023-08-07 09:02:42,838 semantic_segmentation INFO: Iters: 144820/150000 || Lr: 0.000967 || Task Loss: 0.1617 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:52:27 || Estimated Time: 2:27:48
2023-08-07 09:02:59,736 semantic_segmentation INFO: Iters: 144830/150000 || Lr: 0.000966 || Task Loss: 0.1590 || KD Loss: 0.0265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:52:44 || Estimated Time: 2:27:31
2023-08-07 09:03:16,607 semantic_segmentation INFO: Iters: 144840/150000 || Lr: 0.000964 || Task Loss: 0.1767 || KD Loss: 0.0414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:53:01 || Estimated Time: 2:27:14
2023-08-07 09:03:33,405 semantic_segmentation INFO: Iters: 144850/150000 || Lr: 0.000962 || Task Loss: 0.2448 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:53:17 || Estimated Time: 2:26:57
2023-08-07 09:03:50,212 semantic_segmentation INFO: Iters: 144860/150000 || Lr: 0.000960 || Task Loss: 0.1432 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:53:34 || Estimated Time: 2:26:40
2023-08-07 09:04:06,999 semantic_segmentation INFO: Iters: 144870/150000 || Lr: 0.000959 || Task Loss: 0.2763 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:53:51 || Estimated Time: 2:26:23
2023-08-07 09:04:23,886 semantic_segmentation INFO: Iters: 144880/150000 || Lr: 0.000957 || Task Loss: 0.1964 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:54:08 || Estimated Time: 2:26:05
2023-08-07 09:04:40,783 semantic_segmentation INFO: Iters: 144890/150000 || Lr: 0.000955 || Task Loss: 0.2316 || KD Loss: 0.0403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:54:25 || Estimated Time: 2:25:48
2023-08-07 09:04:57,598 semantic_segmentation INFO: Iters: 144900/150000 || Lr: 0.000954 || Task Loss: 0.1405 || KD Loss: 0.0236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:54:42 || Estimated Time: 2:25:31
2023-08-07 09:05:14,474 semantic_segmentation INFO: Iters: 144910/150000 || Lr: 0.000952 || Task Loss: 0.2560 || KD Loss: 0.0459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:54:59 || Estimated Time: 2:25:14
2023-08-07 09:05:31,271 semantic_segmentation INFO: Iters: 144920/150000 || Lr: 0.000950 || Task Loss: 0.1494 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:55:15 || Estimated Time: 2:24:57
2023-08-07 09:05:48,176 semantic_segmentation INFO: Iters: 144930/150000 || Lr: 0.000949 || Task Loss: 0.1669 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:55:32 || Estimated Time: 2:24:40
2023-08-07 09:06:05,096 semantic_segmentation INFO: Iters: 144940/150000 || Lr: 0.000947 || Task Loss: 0.2210 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:55:49 || Estimated Time: 2:24:23
2023-08-07 09:06:22,165 semantic_segmentation INFO: Iters: 144950/150000 || Lr: 0.000945 || Task Loss: 0.1453 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:56:06 || Estimated Time: 2:24:06
2023-08-07 09:06:39,231 semantic_segmentation INFO: Iters: 144960/150000 || Lr: 0.000944 || Task Loss: 0.2638 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:56:23 || Estimated Time: 2:23:48
2023-08-07 09:06:56,226 semantic_segmentation INFO: Iters: 144970/150000 || Lr: 0.000942 || Task Loss: 0.2462 || KD Loss: 0.0324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:56:40 || Estimated Time: 2:23:31
2023-08-07 09:07:13,127 semantic_segmentation INFO: Iters: 144980/150000 || Lr: 0.000940 || Task Loss: 0.1683 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:56:57 || Estimated Time: 2:23:14
2023-08-07 09:07:29,938 semantic_segmentation INFO: Iters: 144990/150000 || Lr: 0.000939 || Task Loss: 0.1874 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:57:14 || Estimated Time: 2:22:57
2023-08-07 09:07:46,749 semantic_segmentation INFO: Iters: 145000/150000 || Lr: 0.000937 || Task Loss: 0.1602 || KD Loss: 0.0444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:57:31 || Estimated Time: 2:22:40
2023-08-07 09:08:03,609 semantic_segmentation INFO: Iters: 145010/150000 || Lr: 0.000935 || Task Loss: 0.1767 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:57:48 || Estimated Time: 2:22:23
2023-08-07 09:08:20,533 semantic_segmentation INFO: Iters: 145020/150000 || Lr: 0.000934 || Task Loss: 0.1721 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:58:05 || Estimated Time: 2:22:06
2023-08-07 09:08:37,390 semantic_segmentation INFO: Iters: 145030/150000 || Lr: 0.000932 || Task Loss: 0.1816 || KD Loss: 0.0336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:58:21 || Estimated Time: 2:21:48
2023-08-07 09:08:54,239 semantic_segmentation INFO: Iters: 145040/150000 || Lr: 0.000930 || Task Loss: 0.1326 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:58:38 || Estimated Time: 2:21:31
2023-08-07 09:09:11,123 semantic_segmentation INFO: Iters: 145050/150000 || Lr: 0.000928 || Task Loss: 0.1493 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:58:55 || Estimated Time: 2:21:14
2023-08-07 09:09:28,048 semantic_segmentation INFO: Iters: 145060/150000 || Lr: 0.000927 || Task Loss: 0.2019 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:59:12 || Estimated Time: 2:20:57
2023-08-07 09:09:44,919 semantic_segmentation INFO: Iters: 145070/150000 || Lr: 0.000925 || Task Loss: 0.1862 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:59:29 || Estimated Time: 2:20:40
2023-08-07 09:10:01,719 semantic_segmentation INFO: Iters: 145080/150000 || Lr: 0.000923 || Task Loss: 0.1660 || KD Loss: 0.0486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 20:59:46 || Estimated Time: 2:20:23
2023-08-07 09:10:18,598 semantic_segmentation INFO: Iters: 145090/150000 || Lr: 0.000922 || Task Loss: 0.1530 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:00:03 || Estimated Time: 2:20:06
2023-08-07 09:10:35,441 semantic_segmentation INFO: Iters: 145100/150000 || Lr: 0.000920 || Task Loss: 0.1398 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0550|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:00:19 || Estimated Time: 2:19:49
2023-08-07 09:10:52,293 semantic_segmentation INFO: Iters: 145110/150000 || Lr: 0.000918 || Task Loss: 0.1407 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:00:36 || Estimated Time: 2:19:31
2023-08-07 09:11:09,097 semantic_segmentation INFO: Iters: 145120/150000 || Lr: 0.000917 || Task Loss: 0.1443 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:00:53 || Estimated Time: 2:19:14
2023-08-07 09:11:26,006 semantic_segmentation INFO: Iters: 145130/150000 || Lr: 0.000915 || Task Loss: 0.0894 || KD Loss: 0.0171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:01:10 || Estimated Time: 2:18:57
2023-08-07 09:11:42,882 semantic_segmentation INFO: Iters: 145140/150000 || Lr: 0.000913 || Task Loss: 0.2355 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:01:27 || Estimated Time: 2:18:40
2023-08-07 09:11:59,667 semantic_segmentation INFO: Iters: 145150/150000 || Lr: 0.000912 || Task Loss: 0.2038 || KD Loss: 0.0434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:01:44 || Estimated Time: 2:18:23
2023-08-07 09:12:16,531 semantic_segmentation INFO: Iters: 145160/150000 || Lr: 0.000910 || Task Loss: 0.2940 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:02:01 || Estimated Time: 2:18:06
2023-08-07 09:12:33,398 semantic_segmentation INFO: Iters: 145170/150000 || Lr: 0.000908 || Task Loss: 0.2813 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:02:17 || Estimated Time: 2:17:49
2023-08-07 09:12:50,263 semantic_segmentation INFO: Iters: 145180/150000 || Lr: 0.000907 || Task Loss: 0.1989 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:02:34 || Estimated Time: 2:17:32
2023-08-07 09:13:07,053 semantic_segmentation INFO: Iters: 145190/150000 || Lr: 0.000905 || Task Loss: 0.2192 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:02:51 || Estimated Time: 2:17:14
2023-08-07 09:13:23,863 semantic_segmentation INFO: Iters: 145200/150000 || Lr: 0.000903 || Task Loss: 0.1799 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:03:08 || Estimated Time: 2:16:57
2023-08-07 09:13:40,629 semantic_segmentation INFO: Iters: 145210/150000 || Lr: 0.000901 || Task Loss: 0.1669 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:03:25 || Estimated Time: 2:16:40
2023-08-07 09:13:57,435 semantic_segmentation INFO: Iters: 145220/150000 || Lr: 0.000900 || Task Loss: 0.1166 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:03:41 || Estimated Time: 2:16:23
2023-08-07 09:14:14,218 semantic_segmentation INFO: Iters: 145230/150000 || Lr: 0.000898 || Task Loss: 0.1696 || KD Loss: 0.0602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:03:58 || Estimated Time: 2:16:06
2023-08-07 09:14:30,992 semantic_segmentation INFO: Iters: 145240/150000 || Lr: 0.000896 || Task Loss: 0.1685 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:04:15 || Estimated Time: 2:15:49
2023-08-07 09:14:47,808 semantic_segmentation INFO: Iters: 145250/150000 || Lr: 0.000895 || Task Loss: 0.0861 || KD Loss: 0.0215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:04:32 || Estimated Time: 2:15:32
2023-08-07 09:15:04,613 semantic_segmentation INFO: Iters: 145260/150000 || Lr: 0.000893 || Task Loss: 0.1547 || KD Loss: 0.0232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:04:49 || Estimated Time: 2:15:14
2023-08-07 09:15:21,463 semantic_segmentation INFO: Iters: 145270/150000 || Lr: 0.000891 || Task Loss: 0.2146 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:05:06 || Estimated Time: 2:14:57
2023-08-07 09:15:38,378 semantic_segmentation INFO: Iters: 145280/150000 || Lr: 0.000890 || Task Loss: 0.1321 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:05:22 || Estimated Time: 2:14:40
2023-08-07 09:15:55,186 semantic_segmentation INFO: Iters: 145290/150000 || Lr: 0.000888 || Task Loss: 0.1877 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:05:39 || Estimated Time: 2:14:23
2023-08-07 09:16:11,996 semantic_segmentation INFO: Iters: 145300/150000 || Lr: 0.000886 || Task Loss: 0.2049 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:05:56 || Estimated Time: 2:14:06
2023-08-07 09:16:28,851 semantic_segmentation INFO: Iters: 145310/150000 || Lr: 0.000884 || Task Loss: 0.1433 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:06:13 || Estimated Time: 2:13:49
2023-08-07 09:16:45,708 semantic_segmentation INFO: Iters: 145320/150000 || Lr: 0.000883 || Task Loss: 0.1541 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:06:30 || Estimated Time: 2:13:32
2023-08-07 09:17:02,578 semantic_segmentation INFO: Iters: 145330/150000 || Lr: 0.000881 || Task Loss: 0.2459 || KD Loss: 0.0504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:06:47 || Estimated Time: 2:13:15
2023-08-07 09:17:19,373 semantic_segmentation INFO: Iters: 145340/150000 || Lr: 0.000879 || Task Loss: 0.1573 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 2:12:57
2023-08-07 09:17:36,220 semantic_segmentation INFO: Iters: 145350/150000 || Lr: 0.000878 || Task Loss: 0.2034 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 2:12:40
2023-08-07 09:17:53,079 semantic_segmentation INFO: Iters: 145360/150000 || Lr: 0.000876 || Task Loss: 0.2098 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 2:12:23
2023-08-07 09:18:09,890 semantic_segmentation INFO: Iters: 145370/150000 || Lr: 0.000874 || Task Loss: 0.1935 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 2:12:06
2023-08-07 09:18:26,734 semantic_segmentation INFO: Iters: 145380/150000 || Lr: 0.000873 || Task Loss: 0.1457 || KD Loss: 0.0252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 2:11:49
2023-08-07 09:18:43,558 semantic_segmentation INFO: Iters: 145390/150000 || Lr: 0.000871 || Task Loss: 0.2113 || KD Loss: 0.0473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 2:11:32
2023-08-07 09:19:00,380 semantic_segmentation INFO: Iters: 145400/150000 || Lr: 0.000869 || Task Loss: 0.1817 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:08:44 || Estimated Time: 2:11:15
2023-08-07 09:19:17,185 semantic_segmentation INFO: Iters: 145410/150000 || Lr: 0.000867 || Task Loss: 0.2418 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:09:01 || Estimated Time: 2:10:58
2023-08-07 09:19:33,930 semantic_segmentation INFO: Iters: 145420/150000 || Lr: 0.000866 || Task Loss: 0.2328 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:09:18 || Estimated Time: 2:10:40
2023-08-07 09:19:50,772 semantic_segmentation INFO: Iters: 145430/150000 || Lr: 0.000864 || Task Loss: 0.2619 || KD Loss: 0.0631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:09:35 || Estimated Time: 2:10:23
2023-08-07 09:20:07,576 semantic_segmentation INFO: Iters: 145440/150000 || Lr: 0.000862 || Task Loss: 0.2749 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:09:52 || Estimated Time: 2:10:06
2023-08-07 09:20:24,427 semantic_segmentation INFO: Iters: 145450/150000 || Lr: 0.000861 || Task Loss: 0.1818 || KD Loss: 0.0502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:10:08 || Estimated Time: 2:09:49
2023-08-07 09:20:41,264 semantic_segmentation INFO: Iters: 145460/150000 || Lr: 0.000859 || Task Loss: 0.1497 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:10:25 || Estimated Time: 2:09:32
2023-08-07 09:20:58,138 semantic_segmentation INFO: Iters: 145470/150000 || Lr: 0.000857 || Task Loss: 0.1968 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:10:42 || Estimated Time: 2:09:15
2023-08-07 09:21:14,899 semantic_segmentation INFO: Iters: 145480/150000 || Lr: 0.000856 || Task Loss: 0.1720 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:10:59 || Estimated Time: 2:08:58
2023-08-07 09:21:31,692 semantic_segmentation INFO: Iters: 145490/150000 || Lr: 0.000854 || Task Loss: 0.1953 || KD Loss: 0.0310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:11:16 || Estimated Time: 2:08:41
2023-08-07 09:21:48,565 semantic_segmentation INFO: Iters: 145500/150000 || Lr: 0.000852 || Task Loss: 0.1920 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:11:33 || Estimated Time: 2:08:23
2023-08-07 09:22:05,317 semantic_segmentation INFO: Iters: 145510/150000 || Lr: 0.000850 || Task Loss: 0.1129 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:11:49 || Estimated Time: 2:08:06
2023-08-07 09:22:22,161 semantic_segmentation INFO: Iters: 145520/150000 || Lr: 0.000849 || Task Loss: 0.1636 || KD Loss: 0.0338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:12:06 || Estimated Time: 2:07:49
2023-08-07 09:22:38,957 semantic_segmentation INFO: Iters: 145530/150000 || Lr: 0.000847 || Task Loss: 0.2191 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:12:23 || Estimated Time: 2:07:32
2023-08-07 09:22:55,783 semantic_segmentation INFO: Iters: 145540/150000 || Lr: 0.000845 || Task Loss: 0.1524 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:12:40 || Estimated Time: 2:07:15
2023-08-07 09:23:12,556 semantic_segmentation INFO: Iters: 145550/150000 || Lr: 0.000844 || Task Loss: 0.1798 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:12:57 || Estimated Time: 2:06:58
2023-08-07 09:23:29,370 semantic_segmentation INFO: Iters: 145560/150000 || Lr: 0.000842 || Task Loss: 0.2200 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:13:13 || Estimated Time: 2:06:41
2023-08-07 09:23:46,240 semantic_segmentation INFO: Iters: 145570/150000 || Lr: 0.000840 || Task Loss: 0.1258 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:13:30 || Estimated Time: 2:06:23
2023-08-07 09:24:03,098 semantic_segmentation INFO: Iters: 145580/150000 || Lr: 0.000839 || Task Loss: 0.2056 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:13:47 || Estimated Time: 2:06:06
2023-08-07 09:24:19,941 semantic_segmentation INFO: Iters: 145590/150000 || Lr: 0.000837 || Task Loss: 0.1618 || KD Loss: 0.0352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:14:04 || Estimated Time: 2:05:49
2023-08-07 09:24:36,751 semantic_segmentation INFO: Iters: 145600/150000 || Lr: 0.000835 || Task Loss: 0.1760 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:14:21 || Estimated Time: 2:05:32
2023-08-07 09:24:36,836 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 09:24:37,716 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.418
2023-08-07 09:24:37,834 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.517
2023-08-07 09:24:37,958 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.528
2023-08-07 09:24:38,085 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.553
2023-08-07 09:24:38,206 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.561
2023-08-07 09:24:38,327 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.563
2023-08-07 09:24:38,444 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.594
2023-08-07 09:24:38,564 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.628
2023-08-07 09:24:38,683 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.678
2023-08-07 09:24:38,806 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.732
2023-08-07 09:24:38,929 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.739
2023-08-07 09:24:39,053 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.762
2023-08-07 09:24:39,176 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.765
2023-08-07 09:24:39,298 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.757
2023-08-07 09:24:39,420 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.965, mIoU: 0.755
2023-08-07 09:24:39,542 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.746
2023-08-07 09:24:39,663 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.746
2023-08-07 09:24:39,790 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.751
2023-08-07 09:24:39,913 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.756
2023-08-07 09:24:40,035 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.763
2023-08-07 09:24:40,158 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.763
2023-08-07 09:24:40,278 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.753
2023-08-07 09:24:40,405 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.751
2023-08-07 09:24:40,535 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.757
2023-08-07 09:24:40,653 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.767
2023-08-07 09:24:40,771 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.769
2023-08-07 09:24:40,890 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 09:24:41,006 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 09:24:41,123 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-07 09:24:41,248 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 09:24:41,374 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 09:24:41,498 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 09:24:41,621 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 09:24:41,740 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-07 09:24:41,859 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 09:24:41,979 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 09:24:42,098 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 09:24:42,217 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 09:24:42,333 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-07 09:24:42,458 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 09:24:42,590 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 09:24:42,711 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 09:24:42,831 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-07 09:24:42,950 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-07 09:24:43,073 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-07 09:24:43,196 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-07 09:24:43,324 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 09:24:43,452 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-07 09:24:43,576 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 09:24:43,700 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-07 09:24:43,821 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-07 09:24:43,945 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 09:24:44,064 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 09:24:44,183 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 09:24:44,310 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-07 09:24:44,444 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 09:24:44,565 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:24:44,689 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.766
2023-08-07 09:24:44,811 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 09:24:44,932 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 09:24:45,056 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:24:45,179 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 09:24:45,302 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:24:45,420 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.769
2023-08-07 09:24:45,545 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.772
2023-08-07 09:24:45,675 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.772
2023-08-07 09:24:45,800 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 09:24:45,928 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.772
2023-08-07 09:24:46,052 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 09:24:46,175 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 09:24:46,297 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 09:24:46,420 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 09:24:46,545 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.771
2023-08-07 09:24:46,670 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.770
2023-08-07 09:24:46,796 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 09:24:46,919 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.771
2023-08-07 09:24:47,038 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.771
2023-08-07 09:24:47,167 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.771
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2023-08-07 09:24:48,030 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.764
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2023-08-07 09:25:36,676 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:25:36,800 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:25:36,921 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:25:37,041 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:25:37,165 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:25:37,288 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:25:37,410 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:25:37,531 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:25:37,651 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:25:37,775 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:25:37,899 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:25:38,023 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:25:38,148 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:25:38,274 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:25:38,393 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:25:38,512 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:25:38,630 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:25:38,748 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:25:38,866 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:25:38,991 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:25:39,122 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:25:39,246 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:25:56,290 semantic_segmentation INFO: Iters: 145610/150000 || Lr: 0.000833 || Task Loss: 0.1792 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:15:40 || Estimated Time: 2:05:17
2023-08-07 09:26:13,202 semantic_segmentation INFO: Iters: 145620/150000 || Lr: 0.000832 || Task Loss: 0.1654 || KD Loss: 0.0374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:15:57 || Estimated Time: 2:05:00
2023-08-07 09:26:30,090 semantic_segmentation INFO: Iters: 145630/150000 || Lr: 0.000830 || Task Loss: 0.2681 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:16:14 || Estimated Time: 2:04:43
2023-08-07 09:26:47,075 semantic_segmentation INFO: Iters: 145640/150000 || Lr: 0.000828 || Task Loss: 0.2560 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:16:31 || Estimated Time: 2:04:25
2023-08-07 09:27:03,943 semantic_segmentation INFO: Iters: 145650/150000 || Lr: 0.000827 || Task Loss: 0.1573 || KD Loss: 0.0265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:16:48 || Estimated Time: 2:04:08
2023-08-07 09:27:20,869 semantic_segmentation INFO: Iters: 145660/150000 || Lr: 0.000825 || Task Loss: 0.1737 || KD Loss: 0.0219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:17:05 || Estimated Time: 2:03:51
2023-08-07 09:27:37,733 semantic_segmentation INFO: Iters: 145670/150000 || Lr: 0.000823 || Task Loss: 0.2443 || KD Loss: 0.0427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:17:22 || Estimated Time: 2:03:34
2023-08-07 09:27:54,680 semantic_segmentation INFO: Iters: 145680/150000 || Lr: 0.000821 || Task Loss: 0.1899 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0546|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:17:39 || Estimated Time: 2:03:17
2023-08-07 09:28:11,599 semantic_segmentation INFO: Iters: 145690/150000 || Lr: 0.000820 || Task Loss: 0.1468 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:17:56 || Estimated Time: 2:03:00
2023-08-07 09:28:28,593 semantic_segmentation INFO: Iters: 145700/150000 || Lr: 0.000818 || Task Loss: 0.2191 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:18:13 || Estimated Time: 2:02:43
2023-08-07 09:28:45,658 semantic_segmentation INFO: Iters: 145710/150000 || Lr: 0.000816 || Task Loss: 0.1698 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:18:30 || Estimated Time: 2:02:26
2023-08-07 09:29:02,601 semantic_segmentation INFO: Iters: 145720/150000 || Lr: 0.000815 || Task Loss: 0.1842 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:18:47 || Estimated Time: 2:02:08
2023-08-07 09:29:19,570 semantic_segmentation INFO: Iters: 145730/150000 || Lr: 0.000813 || Task Loss: 0.1785 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:19:04 || Estimated Time: 2:01:51
2023-08-07 09:29:36,450 semantic_segmentation INFO: Iters: 145740/150000 || Lr: 0.000811 || Task Loss: 0.1403 || KD Loss: 0.0245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:19:20 || Estimated Time: 2:01:34
2023-08-07 09:29:53,374 semantic_segmentation INFO: Iters: 145750/150000 || Lr: 0.000809 || Task Loss: 0.1380 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:19:37 || Estimated Time: 2:01:17
2023-08-07 09:30:10,388 semantic_segmentation INFO: Iters: 145760/150000 || Lr: 0.000808 || Task Loss: 0.1580 || KD Loss: 0.0286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:19:54 || Estimated Time: 2:01:00
2023-08-07 09:30:27,311 semantic_segmentation INFO: Iters: 145770/150000 || Lr: 0.000806 || Task Loss: 0.1634 || KD Loss: 0.0306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:20:11 || Estimated Time: 2:00:43
2023-08-07 09:30:44,230 semantic_segmentation INFO: Iters: 145780/150000 || Lr: 0.000804 || Task Loss: 0.1922 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:20:28 || Estimated Time: 2:00:26
2023-08-07 09:31:01,123 semantic_segmentation INFO: Iters: 145790/150000 || Lr: 0.000803 || Task Loss: 0.1716 || KD Loss: 0.0291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:20:45 || Estimated Time: 2:00:09
2023-08-07 09:31:18,166 semantic_segmentation INFO: Iters: 145800/150000 || Lr: 0.000801 || Task Loss: 0.1459 || KD Loss: 0.0331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:21:02 || Estimated Time: 1:59:51
2023-08-07 09:31:35,260 semantic_segmentation INFO: Iters: 145810/150000 || Lr: 0.000799 || Task Loss: 0.1594 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:21:19 || Estimated Time: 1:59:34
2023-08-07 09:31:52,197 semantic_segmentation INFO: Iters: 145820/150000 || Lr: 0.000797 || Task Loss: 0.2577 || KD Loss: 0.0565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:21:36 || Estimated Time: 1:59:17
2023-08-07 09:32:09,085 semantic_segmentation INFO: Iters: 145830/150000 || Lr: 0.000796 || Task Loss: 0.1725 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:21:53 || Estimated Time: 1:59:00
2023-08-07 09:32:25,881 semantic_segmentation INFO: Iters: 145840/150000 || Lr: 0.000794 || Task Loss: 0.1894 || KD Loss: 0.0907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:22:10 || Estimated Time: 1:58:43
2023-08-07 09:32:42,754 semantic_segmentation INFO: Iters: 145850/150000 || Lr: 0.000792 || Task Loss: 0.1743 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:22:27 || Estimated Time: 1:58:26
2023-08-07 09:32:59,625 semantic_segmentation INFO: Iters: 145860/150000 || Lr: 0.000791 || Task Loss: 0.0979 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:22:44 || Estimated Time: 1:58:09
2023-08-07 09:33:16,471 semantic_segmentation INFO: Iters: 145870/150000 || Lr: 0.000789 || Task Loss: 0.1613 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:23:01 || Estimated Time: 1:57:52
2023-08-07 09:33:33,381 semantic_segmentation INFO: Iters: 145880/150000 || Lr: 0.000787 || Task Loss: 0.2916 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:23:17 || Estimated Time: 1:57:34
2023-08-07 09:33:50,199 semantic_segmentation INFO: Iters: 145890/150000 || Lr: 0.000785 || Task Loss: 0.2005 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:23:34 || Estimated Time: 1:57:17
2023-08-07 09:34:06,959 semantic_segmentation INFO: Iters: 145900/150000 || Lr: 0.000784 || Task Loss: 0.2291 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:23:51 || Estimated Time: 1:57:00
2023-08-07 09:34:23,802 semantic_segmentation INFO: Iters: 145910/150000 || Lr: 0.000782 || Task Loss: 0.2360 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:24:08 || Estimated Time: 1:56:43
2023-08-07 09:34:40,651 semantic_segmentation INFO: Iters: 145920/150000 || Lr: 0.000780 || Task Loss: 0.1522 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0548|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:24:25 || Estimated Time: 1:56:26
2023-08-07 09:34:57,591 semantic_segmentation INFO: Iters: 145930/150000 || Lr: 0.000779 || Task Loss: 0.1482 || KD Loss: 0.0245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:24:42 || Estimated Time: 1:56:09
2023-08-07 09:35:14,426 semantic_segmentation INFO: Iters: 145940/150000 || Lr: 0.000777 || Task Loss: 0.1457 || KD Loss: 0.0275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:24:58 || Estimated Time: 1:55:52
2023-08-07 09:35:31,241 semantic_segmentation INFO: Iters: 145950/150000 || Lr: 0.000775 || Task Loss: 0.1521 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:25:15 || Estimated Time: 1:55:34
2023-08-07 09:35:48,166 semantic_segmentation INFO: Iters: 145960/150000 || Lr: 0.000773 || Task Loss: 0.1968 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:25:32 || Estimated Time: 1:55:17
2023-08-07 09:36:05,021 semantic_segmentation INFO: Iters: 145970/150000 || Lr: 0.000772 || Task Loss: 0.1138 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:25:49 || Estimated Time: 1:55:00
2023-08-07 09:36:21,829 semantic_segmentation INFO: Iters: 145980/150000 || Lr: 0.000770 || Task Loss: 0.1650 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:26:06 || Estimated Time: 1:54:43
2023-08-07 09:36:38,690 semantic_segmentation INFO: Iters: 145990/150000 || Lr: 0.000768 || Task Loss: 0.2931 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:26:23 || Estimated Time: 1:54:26
2023-08-07 09:36:55,496 semantic_segmentation INFO: Iters: 146000/150000 || Lr: 0.000766 || Task Loss: 0.2383 || KD Loss: 0.0530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:26:40 || Estimated Time: 1:54:09
2023-08-07 09:37:12,278 semantic_segmentation INFO: Iters: 146010/150000 || Lr: 0.000765 || Task Loss: 0.2031 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:26:56 || Estimated Time: 1:53:52
2023-08-07 09:37:29,079 semantic_segmentation INFO: Iters: 146020/150000 || Lr: 0.000763 || Task Loss: 0.1597 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:27:13 || Estimated Time: 1:53:35
2023-08-07 09:37:45,890 semantic_segmentation INFO: Iters: 146030/150000 || Lr: 0.000761 || Task Loss: 0.1363 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:27:30 || Estimated Time: 1:53:17
2023-08-07 09:38:02,709 semantic_segmentation INFO: Iters: 146040/150000 || Lr: 0.000760 || Task Loss: 0.2152 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:27:47 || Estimated Time: 1:53:00
2023-08-07 09:38:19,459 semantic_segmentation INFO: Iters: 146050/150000 || Lr: 0.000758 || Task Loss: 0.1325 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:28:03 || Estimated Time: 1:52:43
2023-08-07 09:38:36,245 semantic_segmentation INFO: Iters: 146060/150000 || Lr: 0.000756 || Task Loss: 0.1223 || KD Loss: 0.0269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:28:20 || Estimated Time: 1:52:26
2023-08-07 09:38:53,058 semantic_segmentation INFO: Iters: 146070/150000 || Lr: 0.000754 || Task Loss: 0.1487 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:28:37 || Estimated Time: 1:52:09
2023-08-07 09:39:09,851 semantic_segmentation INFO: Iters: 146080/150000 || Lr: 0.000753 || Task Loss: 0.1506 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:28:54 || Estimated Time: 1:51:52
2023-08-07 09:39:26,622 semantic_segmentation INFO: Iters: 146090/150000 || Lr: 0.000751 || Task Loss: 0.3024 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:29:11 || Estimated Time: 1:51:35
2023-08-07 09:39:43,348 semantic_segmentation INFO: Iters: 146100/150000 || Lr: 0.000749 || Task Loss: 0.1815 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:29:27 || Estimated Time: 1:51:17
2023-08-07 09:40:00,140 semantic_segmentation INFO: Iters: 146110/150000 || Lr: 0.000747 || Task Loss: 0.1424 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:29:44 || Estimated Time: 1:51:00
2023-08-07 09:40:16,961 semantic_segmentation INFO: Iters: 146120/150000 || Lr: 0.000746 || Task Loss: 0.2156 || KD Loss: 0.0392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:30:01 || Estimated Time: 1:50:43
2023-08-07 09:40:33,772 semantic_segmentation INFO: Iters: 146130/150000 || Lr: 0.000744 || Task Loss: 0.2362 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:30:18 || Estimated Time: 1:50:26
2023-08-07 09:40:50,552 semantic_segmentation INFO: Iters: 146140/150000 || Lr: 0.000742 || Task Loss: 0.2033 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:30:35 || Estimated Time: 1:50:09
2023-08-07 09:41:07,365 semantic_segmentation INFO: Iters: 146150/150000 || Lr: 0.000741 || Task Loss: 0.2660 || KD Loss: 0.0668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:30:51 || Estimated Time: 1:49:52
2023-08-07 09:41:24,138 semantic_segmentation INFO: Iters: 146160/150000 || Lr: 0.000739 || Task Loss: 0.0983 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0518|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:31:08 || Estimated Time: 1:49:35
2023-08-07 09:41:40,932 semantic_segmentation INFO: Iters: 146170/150000 || Lr: 0.000737 || Task Loss: 0.1382 || KD Loss: 0.0249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:31:25 || Estimated Time: 1:49:18
2023-08-07 09:41:57,806 semantic_segmentation INFO: Iters: 146180/150000 || Lr: 0.000735 || Task Loss: 0.2401 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:31:42 || Estimated Time: 1:49:00
2023-08-07 09:42:14,606 semantic_segmentation INFO: Iters: 146190/150000 || Lr: 0.000734 || Task Loss: 0.1617 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:31:59 || Estimated Time: 1:48:43
2023-08-07 09:42:31,507 semantic_segmentation INFO: Iters: 146200/150000 || Lr: 0.000732 || Task Loss: 0.1331 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:32:16 || Estimated Time: 1:48:26
2023-08-07 09:42:48,437 semantic_segmentation INFO: Iters: 146210/150000 || Lr: 0.000730 || Task Loss: 0.2429 || KD Loss: 0.0468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:32:32 || Estimated Time: 1:48:09
2023-08-07 09:43:05,355 semantic_segmentation INFO: Iters: 146220/150000 || Lr: 0.000728 || Task Loss: 0.1524 || KD Loss: 0.0300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:32:49 || Estimated Time: 1:47:52
2023-08-07 09:43:22,281 semantic_segmentation INFO: Iters: 146230/150000 || Lr: 0.000727 || Task Loss: 0.2334 || KD Loss: 0.0437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:33:06 || Estimated Time: 1:47:35
2023-08-07 09:43:39,222 semantic_segmentation INFO: Iters: 146240/150000 || Lr: 0.000725 || Task Loss: 0.1385 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:33:23 || Estimated Time: 1:47:18
2023-08-07 09:43:56,146 semantic_segmentation INFO: Iters: 146250/150000 || Lr: 0.000723 || Task Loss: 0.1572 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:33:40 || Estimated Time: 1:47:01
2023-08-07 09:44:13,134 semantic_segmentation INFO: Iters: 146260/150000 || Lr: 0.000722 || Task Loss: 0.1742 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:33:57 || Estimated Time: 1:46:43
2023-08-07 09:44:30,059 semantic_segmentation INFO: Iters: 146270/150000 || Lr: 0.000720 || Task Loss: 0.2701 || KD Loss: 0.0595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:34:14 || Estimated Time: 1:46:26
2023-08-07 09:44:47,019 semantic_segmentation INFO: Iters: 146280/150000 || Lr: 0.000718 || Task Loss: 0.2182 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:34:31 || Estimated Time: 1:46:09
2023-08-07 09:45:03,984 semantic_segmentation INFO: Iters: 146290/150000 || Lr: 0.000716 || Task Loss: 0.1612 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:34:48 || Estimated Time: 1:45:52
2023-08-07 09:45:21,019 semantic_segmentation INFO: Iters: 146300/150000 || Lr: 0.000715 || Task Loss: 0.1449 || KD Loss: 0.0213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:35:05 || Estimated Time: 1:45:35
2023-08-07 09:45:37,997 semantic_segmentation INFO: Iters: 146310/150000 || Lr: 0.000713 || Task Loss: 0.1578 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:35:22 || Estimated Time: 1:45:18
2023-08-07 09:45:55,001 semantic_segmentation INFO: Iters: 146320/150000 || Lr: 0.000711 || Task Loss: 0.1069 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:35:39 || Estimated Time: 1:45:01
2023-08-07 09:46:12,015 semantic_segmentation INFO: Iters: 146330/150000 || Lr: 0.000709 || Task Loss: 0.1311 || KD Loss: 0.0268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:35:56 || Estimated Time: 1:44:44
2023-08-07 09:46:28,999 semantic_segmentation INFO: Iters: 146340/150000 || Lr: 0.000708 || Task Loss: 0.1492 || KD Loss: 0.0230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:36:13 || Estimated Time: 1:44:26
2023-08-07 09:46:45,912 semantic_segmentation INFO: Iters: 146350/150000 || Lr: 0.000706 || Task Loss: 0.2323 || KD Loss: 0.0353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:36:30 || Estimated Time: 1:44:09
2023-08-07 09:47:02,852 semantic_segmentation INFO: Iters: 146360/150000 || Lr: 0.000704 || Task Loss: 0.1103 || KD Loss: 0.0186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:36:47 || Estimated Time: 1:43:52
2023-08-07 09:47:19,923 semantic_segmentation INFO: Iters: 146370/150000 || Lr: 0.000702 || Task Loss: 0.0903 || KD Loss: 0.0235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:37:04 || Estimated Time: 1:43:35
2023-08-07 09:47:36,834 semantic_segmentation INFO: Iters: 146380/150000 || Lr: 0.000701 || Task Loss: 0.1347 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0701|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:37:21 || Estimated Time: 1:43:18
2023-08-07 09:47:53,771 semantic_segmentation INFO: Iters: 146390/150000 || Lr: 0.000699 || Task Loss: 0.3570 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:37:38 || Estimated Time: 1:43:01
2023-08-07 09:48:10,641 semantic_segmentation INFO: Iters: 146400/150000 || Lr: 0.000697 || Task Loss: 0.1223 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:37:55 || Estimated Time: 1:42:44
2023-08-07 09:48:10,721 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 09:48:11,574 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.416
2023-08-07 09:48:11,697 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.513
2023-08-07 09:48:11,816 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.528
2023-08-07 09:48:11,944 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.552
2023-08-07 09:48:12,072 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.557
2023-08-07 09:48:12,197 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.559
2023-08-07 09:48:12,319 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.589
2023-08-07 09:48:12,442 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.622
2023-08-07 09:48:12,565 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.672
2023-08-07 09:48:12,686 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.726
2023-08-07 09:48:12,806 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.735
2023-08-07 09:48:12,934 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.760
2023-08-07 09:48:13,068 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.762
2023-08-07 09:48:13,189 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.753
2023-08-07 09:48:13,311 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.752
2023-08-07 09:48:13,433 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.743
2023-08-07 09:48:13,556 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.744
2023-08-07 09:48:13,684 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.748
2023-08-07 09:48:13,813 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.754
2023-08-07 09:48:13,939 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.761
2023-08-07 09:48:14,058 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.761
2023-08-07 09:48:14,181 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.752
2023-08-07 09:48:14,305 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.749
2023-08-07 09:48:14,429 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.756
2023-08-07 09:48:14,550 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.767
2023-08-07 09:48:14,669 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.769
2023-08-07 09:48:14,796 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 09:48:14,923 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-07 09:48:15,049 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 09:48:15,175 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 09:48:15,305 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 09:48:15,427 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-07 09:48:15,549 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 09:48:15,672 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 09:48:15,794 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 09:48:15,918 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-07 09:48:16,043 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-07 09:48:16,169 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 09:48:16,292 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-07 09:48:16,412 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.749
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2023-08-07 09:48:16,895 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.751
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2023-08-07 09:48:17,147 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.750
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2023-08-07 09:48:17,389 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-07 09:48:17,509 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-07 09:48:17,630 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-07 09:48:17,749 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-07 09:48:17,879 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 09:48:18,007 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-07 09:48:18,130 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 09:48:18,253 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.760
2023-08-07 09:48:18,378 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.761
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2023-08-07 09:48:18,626 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 09:48:18,748 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.771
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2023-08-07 09:48:19,121 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.773
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2023-08-07 09:48:19,738 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.774
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2023-08-07 09:48:21,108 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.773
2023-08-07 09:48:21,231 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.772
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2023-08-07 09:48:21,482 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.775
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2023-08-07 09:48:21,972 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.767
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2023-08-07 09:48:23,107 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.773
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2023-08-07 09:48:23,724 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.952, mIoU: 0.775
2023-08-07 09:48:23,850 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.952, mIoU: 0.775
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2023-08-07 09:48:24,087 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.773
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2023-08-07 09:48:24,461 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 09:48:24,583 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 09:48:24,702 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 09:48:24,826 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.773
2023-08-07 09:48:24,950 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.773
2023-08-07 09:48:25,071 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.774
2023-08-07 09:48:25,191 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.773
2023-08-07 09:48:25,308 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.773
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2023-08-07 09:48:25,567 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.772
2023-08-07 09:48:25,691 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 09:48:25,813 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 09:48:25,933 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-07 09:48:26,054 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.951, mIoU: 0.770
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2023-08-07 09:48:26,919 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.951, mIoU: 0.772
2023-08-07 09:48:27,045 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.951, mIoU: 0.774
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2023-08-07 09:48:28,029 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 09:48:28,151 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.773
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2023-08-07 09:48:36,887 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.954, mIoU: 0.768
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2023-08-07 09:49:01,792 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:49:01,916 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:49:02,040 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:49:02,162 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:49:02,286 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:49:02,414 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:49:02,537 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:49:02,661 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:49:02,784 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 09:49:02,906 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:03,029 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:03,156 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:03,281 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:03,402 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:03,524 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:03,650 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:03,774 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:03,896 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:04,014 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 09:49:04,141 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:04,275 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:04,396 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:04,521 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:04,646 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:04,766 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:04,886 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:05,008 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:05,129 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:05,248 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:05,373 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:05,505 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:05,628 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:05,751 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:05,872 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:05,993 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:06,113 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:06,233 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:06,352 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:06,470 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:49:06,599 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:06,732 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 09:49:06,856 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:49:06,985 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.957, mIoU: 0.765
2023-08-07 09:49:07,111 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:49:07,231 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:49:07,350 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:49:07,467 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:49:07,584 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.958, mIoU: 0.764
2023-08-07 09:49:07,702 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:49:07,830 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:49:07,963 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:49:08,086 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:49:08,212 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.958, mIoU: 0.765
2023-08-07 09:49:08,332 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:08,454 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:08,574 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:08,695 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:08,816 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:08,933 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:09,064 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:09,197 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:09,319 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:09,444 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:09,568 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:09,689 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:09,809 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:09,929 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:10,049 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:10,165 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:10,294 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:10,424 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:10,549 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:10,675 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:10,802 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:10,924 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:11,045 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:11,166 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:11,285 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:11,403 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.958, mIoU: 0.766
2023-08-07 09:49:11,526 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:11,652 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:11,775 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:11,896 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:12,015 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:12,141 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:12,265 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.958, mIoU: 0.767
2023-08-07 09:49:12,391 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:49:12,515 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:49:12,640 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:49:12,762 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:49:12,884 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:49:13,005 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.958, mIoU: 0.768
2023-08-07 09:49:13,131 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.959, mIoU: 0.768
2023-08-07 09:49:13,258 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.959, mIoU: 0.768
2023-08-07 09:49:30,248 semantic_segmentation INFO: Iters: 146410/150000 || Lr: 0.000695 || Task Loss: 0.1588 || KD Loss: 0.0425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:39:14 || Estimated Time: 1:42:28
2023-08-07 09:49:47,065 semantic_segmentation INFO: Iters: 146420/150000 || Lr: 0.000694 || Task Loss: 0.1921 || KD Loss: 0.0304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:39:31 || Estimated Time: 1:42:11
2023-08-07 09:50:03,960 semantic_segmentation INFO: Iters: 146430/150000 || Lr: 0.000692 || Task Loss: 0.2117 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:39:48 || Estimated Time: 1:41:54
2023-08-07 09:50:20,789 semantic_segmentation INFO: Iters: 146440/150000 || Lr: 0.000690 || Task Loss: 0.1432 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:40:05 || Estimated Time: 1:41:37
2023-08-07 09:50:37,615 semantic_segmentation INFO: Iters: 146450/150000 || Lr: 0.000688 || Task Loss: 0.2556 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:40:22 || Estimated Time: 1:41:20
2023-08-07 09:50:54,501 semantic_segmentation INFO: Iters: 146460/150000 || Lr: 0.000687 || Task Loss: 0.1380 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:40:39 || Estimated Time: 1:41:02
2023-08-07 09:51:11,367 semantic_segmentation INFO: Iters: 146470/150000 || Lr: 0.000685 || Task Loss: 0.1838 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:40:45
2023-08-07 09:51:28,208 semantic_segmentation INFO: Iters: 146480/150000 || Lr: 0.000683 || Task Loss: 0.1428 || KD Loss: 0.0230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:40:28
2023-08-07 09:51:45,013 semantic_segmentation INFO: Iters: 146490/150000 || Lr: 0.000681 || Task Loss: 0.1589 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:40:11
2023-08-07 09:52:01,853 semantic_segmentation INFO: Iters: 146500/150000 || Lr: 0.000680 || Task Loss: 0.1100 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:39:54
2023-08-07 09:52:18,696 semantic_segmentation INFO: Iters: 146510/150000 || Lr: 0.000678 || Task Loss: 0.2386 || KD Loss: 0.0603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:42:03 || Estimated Time: 1:39:37
2023-08-07 09:52:35,509 semantic_segmentation INFO: Iters: 146520/150000 || Lr: 0.000676 || Task Loss: 0.1712 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:42:20 || Estimated Time: 1:39:20
2023-08-07 09:52:52,384 semantic_segmentation INFO: Iters: 146530/150000 || Lr: 0.000674 || Task Loss: 0.1624 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:42:36 || Estimated Time: 1:39:02
2023-08-07 09:53:09,229 semantic_segmentation INFO: Iters: 146540/150000 || Lr: 0.000673 || Task Loss: 0.1355 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:42:53 || Estimated Time: 1:38:45
2023-08-07 09:53:26,071 semantic_segmentation INFO: Iters: 146550/150000 || Lr: 0.000671 || Task Loss: 0.1623 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:43:10 || Estimated Time: 1:38:28
2023-08-07 09:53:42,888 semantic_segmentation INFO: Iters: 146560/150000 || Lr: 0.000669 || Task Loss: 0.3157 || KD Loss: 0.0940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:43:27 || Estimated Time: 1:38:11
2023-08-07 09:53:59,696 semantic_segmentation INFO: Iters: 146570/150000 || Lr: 0.000667 || Task Loss: 0.2121 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:43:44 || Estimated Time: 1:37:54
2023-08-07 09:54:16,479 semantic_segmentation INFO: Iters: 146580/150000 || Lr: 0.000666 || Task Loss: 0.1966 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:44:01 || Estimated Time: 1:37:37
2023-08-07 09:54:33,291 semantic_segmentation INFO: Iters: 146590/150000 || Lr: 0.000664 || Task Loss: 0.1573 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:44:17 || Estimated Time: 1:37:20
2023-08-07 09:54:50,130 semantic_segmentation INFO: Iters: 146600/150000 || Lr: 0.000662 || Task Loss: 0.1605 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:44:34 || Estimated Time: 1:37:03
2023-08-07 09:55:06,934 semantic_segmentation INFO: Iters: 146610/150000 || Lr: 0.000660 || Task Loss: 0.1126 || KD Loss: 0.0484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:44:51 || Estimated Time: 1:36:45
2023-08-07 09:55:23,718 semantic_segmentation INFO: Iters: 146620/150000 || Lr: 0.000659 || Task Loss: 0.1628 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:45:08 || Estimated Time: 1:36:28
2023-08-07 09:55:40,517 semantic_segmentation INFO: Iters: 146630/150000 || Lr: 0.000657 || Task Loss: 0.2010 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:45:25 || Estimated Time: 1:36:11
2023-08-07 09:55:57,466 semantic_segmentation INFO: Iters: 146640/150000 || Lr: 0.000655 || Task Loss: 0.1632 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:45:42 || Estimated Time: 1:35:54
2023-08-07 09:56:14,458 semantic_segmentation INFO: Iters: 146650/150000 || Lr: 0.000653 || Task Loss: 0.1484 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:45:58 || Estimated Time: 1:35:37
2023-08-07 09:56:31,467 semantic_segmentation INFO: Iters: 146660/150000 || Lr: 0.000652 || Task Loss: 0.1661 || KD Loss: 0.0380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:46:16 || Estimated Time: 1:35:20
2023-08-07 09:56:48,317 semantic_segmentation INFO: Iters: 146670/150000 || Lr: 0.000650 || Task Loss: 0.1227 || KD Loss: 0.0204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:46:32 || Estimated Time: 1:35:03
2023-08-07 09:57:05,226 semantic_segmentation INFO: Iters: 146680/150000 || Lr: 0.000648 || Task Loss: 0.1308 || KD Loss: 0.0222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:46:49 || Estimated Time: 1:34:45
2023-08-07 09:57:22,150 semantic_segmentation INFO: Iters: 146690/150000 || Lr: 0.000646 || Task Loss: 0.3017 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:47:06 || Estimated Time: 1:34:28
2023-08-07 09:57:38,992 semantic_segmentation INFO: Iters: 146700/150000 || Lr: 0.000645 || Task Loss: 0.2160 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:47:23 || Estimated Time: 1:34:11
2023-08-07 09:57:55,877 semantic_segmentation INFO: Iters: 146710/150000 || Lr: 0.000643 || Task Loss: 0.2177 || KD Loss: 0.0299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:47:40 || Estimated Time: 1:33:54
2023-08-07 09:58:12,695 semantic_segmentation INFO: Iters: 146720/150000 || Lr: 0.000641 || Task Loss: 0.1764 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:47:57 || Estimated Time: 1:33:37
2023-08-07 09:58:29,593 semantic_segmentation INFO: Iters: 146730/150000 || Lr: 0.000639 || Task Loss: 0.2624 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:48:14 || Estimated Time: 1:33:20
2023-08-07 09:58:46,543 semantic_segmentation INFO: Iters: 146740/150000 || Lr: 0.000638 || Task Loss: 0.1914 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:48:31 || Estimated Time: 1:33:03
2023-08-07 09:59:03,471 semantic_segmentation INFO: Iters: 146750/150000 || Lr: 0.000636 || Task Loss: 0.1503 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:48:48 || Estimated Time: 1:32:46
2023-08-07 09:59:20,411 semantic_segmentation INFO: Iters: 146760/150000 || Lr: 0.000634 || Task Loss: 0.1927 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:49:04 || Estimated Time: 1:32:28
2023-08-07 09:59:37,323 semantic_segmentation INFO: Iters: 146770/150000 || Lr: 0.000632 || Task Loss: 0.1977 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:49:21 || Estimated Time: 1:32:11
2023-08-07 09:59:54,356 semantic_segmentation INFO: Iters: 146780/150000 || Lr: 0.000631 || Task Loss: 0.1062 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:49:38 || Estimated Time: 1:31:54
2023-08-07 10:00:11,321 semantic_segmentation INFO: Iters: 146790/150000 || Lr: 0.000629 || Task Loss: 0.1276 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:49:55 || Estimated Time: 1:31:37
2023-08-07 10:00:28,262 semantic_segmentation INFO: Iters: 146800/150000 || Lr: 0.000627 || Task Loss: 0.1459 || KD Loss: 0.0259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:50:12 || Estimated Time: 1:31:20
2023-08-07 10:00:45,264 semantic_segmentation INFO: Iters: 146810/150000 || Lr: 0.000625 || Task Loss: 0.1838 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:50:29 || Estimated Time: 1:31:03
2023-08-07 10:01:02,192 semantic_segmentation INFO: Iters: 146820/150000 || Lr: 0.000624 || Task Loss: 0.1374 || KD Loss: 0.0253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:50:46 || Estimated Time: 1:30:46
2023-08-07 10:01:19,137 semantic_segmentation INFO: Iters: 146830/150000 || Lr: 0.000622 || Task Loss: 0.1566 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:51:03 || Estimated Time: 1:30:28
2023-08-07 10:01:36,001 semantic_segmentation INFO: Iters: 146840/150000 || Lr: 0.000620 || Task Loss: 0.3064 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:51:20 || Estimated Time: 1:30:11
2023-08-07 10:01:52,898 semantic_segmentation INFO: Iters: 146850/150000 || Lr: 0.000618 || Task Loss: 0.1243 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:51:37 || Estimated Time: 1:29:54
2023-08-07 10:02:09,828 semantic_segmentation INFO: Iters: 146860/150000 || Lr: 0.000616 || Task Loss: 0.1183 || KD Loss: 0.0287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:51:54 || Estimated Time: 1:29:37
2023-08-07 10:02:26,687 semantic_segmentation INFO: Iters: 146870/150000 || Lr: 0.000615 || Task Loss: 0.1705 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:52:11 || Estimated Time: 1:29:20
2023-08-07 10:02:43,639 semantic_segmentation INFO: Iters: 146880/150000 || Lr: 0.000613 || Task Loss: 0.1167 || KD Loss: 0.0283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0548|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:52:28 || Estimated Time: 1:29:03
2023-08-07 10:03:00,548 semantic_segmentation INFO: Iters: 146890/150000 || Lr: 0.000611 || Task Loss: 0.1157 || KD Loss: 0.0501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:52:45 || Estimated Time: 1:28:46
2023-08-07 10:03:17,409 semantic_segmentation INFO: Iters: 146900/150000 || Lr: 0.000609 || Task Loss: 0.1511 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:53:01 || Estimated Time: 1:28:29
2023-08-07 10:03:34,237 semantic_segmentation INFO: Iters: 146910/150000 || Lr: 0.000608 || Task Loss: 0.2221 || KD Loss: 0.0480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:53:18 || Estimated Time: 1:28:11
2023-08-07 10:03:51,040 semantic_segmentation INFO: Iters: 146920/150000 || Lr: 0.000606 || Task Loss: 0.1433 || KD Loss: 0.0238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:53:35 || Estimated Time: 1:27:54
2023-08-07 10:04:07,929 semantic_segmentation INFO: Iters: 146930/150000 || Lr: 0.000604 || Task Loss: 0.2450 || KD Loss: 0.0367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:53:52 || Estimated Time: 1:27:37
2023-08-07 10:04:24,759 semantic_segmentation INFO: Iters: 146940/150000 || Lr: 0.000602 || Task Loss: 0.1343 || KD Loss: 0.0430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:54:09 || Estimated Time: 1:27:20
2023-08-07 10:04:41,654 semantic_segmentation INFO: Iters: 146950/150000 || Lr: 0.000601 || Task Loss: 0.2172 || KD Loss: 0.0322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:54:26 || Estimated Time: 1:27:03
2023-08-07 10:04:58,572 semantic_segmentation INFO: Iters: 146960/150000 || Lr: 0.000599 || Task Loss: 0.1891 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:54:43 || Estimated Time: 1:26:46
2023-08-07 10:05:15,382 semantic_segmentation INFO: Iters: 146970/150000 || Lr: 0.000597 || Task Loss: 0.2156 || KD Loss: 0.0479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:54:59 || Estimated Time: 1:26:29
2023-08-07 10:05:32,198 semantic_segmentation INFO: Iters: 146980/150000 || Lr: 0.000595 || Task Loss: 0.1487 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:55:16 || Estimated Time: 1:26:12
2023-08-07 10:05:49,031 semantic_segmentation INFO: Iters: 146990/150000 || Lr: 0.000593 || Task Loss: 0.2242 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:55:33 || Estimated Time: 1:25:54
2023-08-07 10:06:05,829 semantic_segmentation INFO: Iters: 147000/150000 || Lr: 0.000592 || Task Loss: 0.2050 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:55:50 || Estimated Time: 1:25:37
2023-08-07 10:06:22,706 semantic_segmentation INFO: Iters: 147010/150000 || Lr: 0.000590 || Task Loss: 0.1804 || KD Loss: 0.0439|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:56:07 || Estimated Time: 1:25:20
2023-08-07 10:06:39,557 semantic_segmentation INFO: Iters: 147020/150000 || Lr: 0.000588 || Task Loss: 0.1865 || KD Loss: 0.0239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:56:24 || Estimated Time: 1:25:03
2023-08-07 10:06:56,369 semantic_segmentation INFO: Iters: 147030/150000 || Lr: 0.000586 || Task Loss: 0.1800 || KD Loss: 0.0325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:24:46
2023-08-07 10:07:13,146 semantic_segmentation INFO: Iters: 147040/150000 || Lr: 0.000585 || Task Loss: 0.1666 || KD Loss: 0.0385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:24:29
2023-08-07 10:07:30,069 semantic_segmentation INFO: Iters: 147050/150000 || Lr: 0.000583 || Task Loss: 0.1303 || KD Loss: 0.0223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:24:12
2023-08-07 10:07:46,905 semantic_segmentation INFO: Iters: 147060/150000 || Lr: 0.000581 || Task Loss: 0.1579 || KD Loss: 0.2056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:57:31 || Estimated Time: 1:23:54
2023-08-07 10:08:03,722 semantic_segmentation INFO: Iters: 147070/150000 || Lr: 0.000579 || Task Loss: 0.1717 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0620|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:57:48 || Estimated Time: 1:23:37
2023-08-07 10:08:20,535 semantic_segmentation INFO: Iters: 147080/150000 || Lr: 0.000577 || Task Loss: 0.1172 || KD Loss: 0.0243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:58:05 || Estimated Time: 1:23:20
2023-08-07 10:08:37,434 semantic_segmentation INFO: Iters: 147090/150000 || Lr: 0.000576 || Task Loss: 0.3650 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:58:21 || Estimated Time: 1:23:03
2023-08-07 10:08:54,308 semantic_segmentation INFO: Iters: 147100/150000 || Lr: 0.000574 || Task Loss: 0.1087 || KD Loss: 0.0253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:58:38 || Estimated Time: 1:22:46
2023-08-07 10:09:11,049 semantic_segmentation INFO: Iters: 147110/150000 || Lr: 0.000572 || Task Loss: 0.2679 || KD Loss: 0.0496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:58:55 || Estimated Time: 1:22:29
2023-08-07 10:09:27,796 semantic_segmentation INFO: Iters: 147120/150000 || Lr: 0.000570 || Task Loss: 0.1901 || KD Loss: 0.0512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:59:12 || Estimated Time: 1:22:12
2023-08-07 10:09:44,682 semantic_segmentation INFO: Iters: 147130/150000 || Lr: 0.000569 || Task Loss: 0.1750 || KD Loss: 0.0407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:59:29 || Estimated Time: 1:21:55
2023-08-07 10:10:01,473 semantic_segmentation INFO: Iters: 147140/150000 || Lr: 0.000567 || Task Loss: 0.1032 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 21:59:46 || Estimated Time: 1:21:37
2023-08-07 10:10:18,345 semantic_segmentation INFO: Iters: 147150/150000 || Lr: 0.000565 || Task Loss: 0.1836 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:00:02 || Estimated Time: 1:21:20
2023-08-07 10:10:35,241 semantic_segmentation INFO: Iters: 147160/150000 || Lr: 0.000563 || Task Loss: 0.1262 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:00:19 || Estimated Time: 1:21:03
2023-08-07 10:10:52,133 semantic_segmentation INFO: Iters: 147170/150000 || Lr: 0.000561 || Task Loss: 0.1699 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:00:36 || Estimated Time: 1:20:46
2023-08-07 10:11:09,138 semantic_segmentation INFO: Iters: 147180/150000 || Lr: 0.000560 || Task Loss: 0.1554 || KD Loss: 0.0494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:00:53 || Estimated Time: 1:20:29
2023-08-07 10:11:26,090 semantic_segmentation INFO: Iters: 147190/150000 || Lr: 0.000558 || Task Loss: 0.1084 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:01:10 || Estimated Time: 1:20:12
2023-08-07 10:11:43,101 semantic_segmentation INFO: Iters: 147200/150000 || Lr: 0.000556 || Task Loss: 0.2510 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:01:27 || Estimated Time: 1:19:55
2023-08-07 10:11:43,317 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 10:11:44,114 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.419
2023-08-07 10:11:44,281 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.513
2023-08-07 10:11:44,403 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.528
2023-08-07 10:11:44,526 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.552
2023-08-07 10:11:44,647 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.552
2023-08-07 10:11:44,770 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.554
2023-08-07 10:11:44,893 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.581
2023-08-07 10:11:45,018 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.616
2023-08-07 10:11:45,148 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.667
2023-08-07 10:11:45,269 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.720
2023-08-07 10:11:45,392 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.728
2023-08-07 10:11:45,513 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.754
2023-08-07 10:11:45,637 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.757
2023-08-07 10:11:45,764 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.750
2023-08-07 10:11:45,892 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.748
2023-08-07 10:11:46,019 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.739
2023-08-07 10:11:46,140 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.741
2023-08-07 10:11:46,261 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.745
2023-08-07 10:11:46,382 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.751
2023-08-07 10:11:46,506 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.758
2023-08-07 10:11:46,626 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.758
2023-08-07 10:11:46,745 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.960, mIoU: 0.759
2023-08-07 10:11:46,875 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.960, mIoU: 0.756
2023-08-07 10:11:47,011 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.960, mIoU: 0.762
2023-08-07 10:11:47,134 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:11:47,261 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.958, mIoU: 0.775
2023-08-07 10:11:47,388 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 10:11:47,510 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-07 10:11:47,631 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-07 10:11:47,755 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 10:11:47,875 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.956, mIoU: 0.763
2023-08-07 10:11:47,993 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 10:11:48,120 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 10:11:48,248 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 10:11:48,375 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 10:11:48,501 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 10:11:48,626 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 10:11:48,754 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-07 10:11:48,877 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 10:11:48,997 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 10:11:49,125 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 10:11:49,252 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-07 10:11:49,376 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-07 10:11:49,500 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 10:11:49,617 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 10:11:49,741 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 10:11:49,869 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.957, mIoU: 0.754
2023-08-07 10:11:49,994 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.753
2023-08-07 10:11:50,118 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.754
2023-08-07 10:11:50,238 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 10:11:50,359 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 10:11:50,480 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-07 10:11:50,602 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 10:11:50,721 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.957, mIoU: 0.764
2023-08-07 10:11:50,839 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 10:11:50,966 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.766
2023-08-07 10:11:51,098 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.955, mIoU: 0.766
2023-08-07 10:11:51,220 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.772
2023-08-07 10:11:51,343 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.775
2023-08-07 10:11:51,466 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.955, mIoU: 0.773
2023-08-07 10:11:51,586 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.955, mIoU: 0.776
2023-08-07 10:11:51,705 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.955, mIoU: 0.777
2023-08-07 10:11:51,827 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.955, mIoU: 0.776
2023-08-07 10:11:51,948 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.955, mIoU: 0.778
2023-08-07 10:11:52,065 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.955, mIoU: 0.780
2023-08-07 10:11:52,188 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.955, mIoU: 0.780
2023-08-07 10:11:52,313 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:52,440 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.780
2023-08-07 10:11:52,566 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.778
2023-08-07 10:11:52,689 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:52,810 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:52,931 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:53,051 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:11:53,170 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.955, mIoU: 0.777
2023-08-07 10:11:53,287 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:53,411 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:53,537 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:53,660 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:53,784 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:11:53,906 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:54,028 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.779
2023-08-07 10:11:54,149 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:54,274 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:11:54,400 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.954, mIoU: 0.776
2023-08-07 10:11:54,525 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:11:54,648 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:11:54,770 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:11:54,894 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:11:55,017 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:11:55,136 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 10:11:55,261 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 10:11:55,392 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:11:55,514 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:11:55,639 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:11:55,760 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.953, mIoU: 0.777
2023-08-07 10:11:55,882 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.953, mIoU: 0.778
2023-08-07 10:11:56,007 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.953, mIoU: 0.779
2023-08-07 10:11:56,133 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.953, mIoU: 0.778
2023-08-07 10:11:56,257 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.952, mIoU: 0.780
2023-08-07 10:11:56,377 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.952, mIoU: 0.780
2023-08-07 10:11:56,499 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.951, mIoU: 0.780
2023-08-07 10:11:56,626 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 10:11:56,752 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 10:11:56,876 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 10:11:56,994 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 10:11:57,118 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:11:57,243 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:11:57,366 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 10:11:57,487 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 10:11:57,606 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.951, mIoU: 0.778
2023-08-07 10:11:57,735 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.951, mIoU: 0.778
2023-08-07 10:11:57,865 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 10:11:57,991 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 10:11:58,114 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:11:58,236 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:11:58,357 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 10:11:58,479 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 10:11:58,599 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 10:11:58,717 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:11:58,834 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:11:58,962 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 10:11:59,094 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 10:11:59,217 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 10:11:59,344 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:11:59,468 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.951, mIoU: 0.776
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2023-08-07 10:12:24,133 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.952, mIoU: 0.763
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2023-08-07 10:12:24,385 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-07 10:12:24,508 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.953, mIoU: 0.763
2023-08-07 10:12:24,628 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:24,751 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:24,876 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:25,003 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:25,130 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:25,254 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:25,375 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:25,496 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:25,617 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:25,737 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-07 10:12:25,854 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 10:12:25,981 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 10:12:26,113 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 10:12:26,236 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 10:12:26,361 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.953, mIoU: 0.765
2023-08-07 10:12:26,483 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 10:12:26,606 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 10:12:26,726 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 10:12:26,849 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 10:12:26,970 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 10:12:27,090 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.954, mIoU: 0.765
2023-08-07 10:12:27,215 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:27,346 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:27,472 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:27,598 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:27,721 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:27,841 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:27,961 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:28,080 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:28,198 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:28,318 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:28,447 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:28,580 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:28,704 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:28,827 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:28,947 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:29,070 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:29,194 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:29,316 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:12:29,435 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:12:29,553 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:12:29,681 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:12:29,814 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:29,938 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:30,066 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:30,191 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:30,315 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:12:30,438 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:12:30,561 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:12:30,681 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:30,799 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:30,926 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:31,054 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:31,179 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:31,303 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:31,427 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 10:12:31,553 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 10:12:31,679 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 10:12:31,802 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 10:12:31,925 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 10:12:32,050 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 10:12:32,174 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 10:12:32,294 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.955, mIoU: 0.770
2023-08-07 10:12:32,413 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:32,543 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:32,675 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:32,799 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:32,923 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:33,043 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:33,164 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:33,286 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:33,406 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:33,525 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:33,643 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:33,770 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:33,905 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:34,028 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:34,158 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:34,283 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:34,408 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:34,530 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:34,652 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:34,771 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:34,891 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:35,018 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:35,146 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 10:12:35,272 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.957, mIoU: 0.770
2023-08-07 10:12:35,397 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:35,524 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:35,650 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:35,776 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:35,900 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:36,021 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:36,143 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:36,264 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:36,383 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:36,501 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:36,619 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:36,737 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:36,867 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:36,998 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:37,122 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:37,245 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:37,371 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:37,497 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:37,622 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:37,742 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:37,867 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:37,996 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:38,121 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:38,245 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:38,368 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:38,489 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:38,611 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 10:12:38,732 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:38,852 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:38,970 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:39,097 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:39,229 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:39,354 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:39,481 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:39,607 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:39,728 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:39,848 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:39,969 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:40,090 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 10:12:40,211 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:12:40,334 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:12:40,459 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:12:40,586 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:12:40,709 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:12:40,823 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:12:40,949 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:12:41,077 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:12:41,203 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:12:41,329 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:41,456 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:41,583 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:41,710 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:41,837 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:41,961 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:42,086 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:42,211 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:42,332 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:42,452 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:42,579 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:42,704 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:42,835 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:42,965 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:12:43,090 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 10:12:43,215 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 10:12:43,338 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 10:12:43,463 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 10:12:43,591 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 10:12:43,720 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 10:12:43,849 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 10:12:43,975 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 10:12:44,098 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 10:12:44,221 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:12:44,343 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:12:44,464 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:12:44,584 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:12:44,702 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:12:44,827 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:12:44,953 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:12:45,084 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:12:45,215 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:12:45,338 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:12:45,460 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:12:45,580 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:12:45,700 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:12:45,817 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:13:03,146 semantic_segmentation INFO: Iters: 147210/150000 || Lr: 0.000554 || Task Loss: 0.2464 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:02:47 || Estimated Time: 1:19:39
2023-08-07 10:13:20,113 semantic_segmentation INFO: Iters: 147220/150000 || Lr: 0.000552 || Task Loss: 0.2477 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:03:04 || Estimated Time: 1:19:22
2023-08-07 10:13:37,063 semantic_segmentation INFO: Iters: 147230/150000 || Lr: 0.000551 || Task Loss: 0.2816 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:03:21 || Estimated Time: 1:19:04
2023-08-07 10:13:54,148 semantic_segmentation INFO: Iters: 147240/150000 || Lr: 0.000549 || Task Loss: 0.2256 || KD Loss: 0.0460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:03:38 || Estimated Time: 1:18:47
2023-08-07 10:14:11,134 semantic_segmentation INFO: Iters: 147250/150000 || Lr: 0.000547 || Task Loss: 0.1709 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:03:55 || Estimated Time: 1:18:30
2023-08-07 10:14:28,135 semantic_segmentation INFO: Iters: 147260/150000 || Lr: 0.000545 || Task Loss: 0.2036 || KD Loss: 0.0423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:04:12 || Estimated Time: 1:18:13
2023-08-07 10:14:45,134 semantic_segmentation INFO: Iters: 147270/150000 || Lr: 0.000544 || Task Loss: 0.1941 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:04:29 || Estimated Time: 1:17:56
2023-08-07 10:15:02,134 semantic_segmentation INFO: Iters: 147280/150000 || Lr: 0.000542 || Task Loss: 0.3762 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:04:46 || Estimated Time: 1:17:39
2023-08-07 10:15:19,137 semantic_segmentation INFO: Iters: 147290/150000 || Lr: 0.000540 || Task Loss: 0.1738 || KD Loss: 0.0420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:05:03 || Estimated Time: 1:17:22
2023-08-07 10:15:36,058 semantic_segmentation INFO: Iters: 147300/150000 || Lr: 0.000538 || Task Loss: 0.1897 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:05:20 || Estimated Time: 1:17:05
2023-08-07 10:15:52,998 semantic_segmentation INFO: Iters: 147310/150000 || Lr: 0.000536 || Task Loss: 0.1984 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:05:37 || Estimated Time: 1:16:47
2023-08-07 10:16:09,985 semantic_segmentation INFO: Iters: 147320/150000 || Lr: 0.000535 || Task Loss: 0.1424 || KD Loss: 0.0263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:05:54 || Estimated Time: 1:16:30
2023-08-07 10:16:26,933 semantic_segmentation INFO: Iters: 147330/150000 || Lr: 0.000533 || Task Loss: 0.2569 || KD Loss: 0.0462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:06:11 || Estimated Time: 1:16:13
2023-08-07 10:16:43,943 semantic_segmentation INFO: Iters: 147340/150000 || Lr: 0.000531 || Task Loss: 0.2000 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:06:28 || Estimated Time: 1:15:56
2023-08-07 10:17:00,981 semantic_segmentation INFO: Iters: 147350/150000 || Lr: 0.000529 || Task Loss: 0.2029 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0546|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:06:45 || Estimated Time: 1:15:39
2023-08-07 10:17:17,983 semantic_segmentation INFO: Iters: 147360/150000 || Lr: 0.000527 || Task Loss: 0.1554 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:07:02 || Estimated Time: 1:15:22
2023-08-07 10:17:35,012 semantic_segmentation INFO: Iters: 147370/150000 || Lr: 0.000526 || Task Loss: 0.2060 || KD Loss: 0.0559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:07:19 || Estimated Time: 1:15:05
2023-08-07 10:17:52,053 semantic_segmentation INFO: Iters: 147380/150000 || Lr: 0.000524 || Task Loss: 0.2261 || KD Loss: 0.0363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:07:36 || Estimated Time: 1:14:47
2023-08-07 10:18:09,121 semantic_segmentation INFO: Iters: 147390/150000 || Lr: 0.000522 || Task Loss: 0.1084 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:07:53 || Estimated Time: 1:14:30
2023-08-07 10:18:26,132 semantic_segmentation INFO: Iters: 147400/150000 || Lr: 0.000520 || Task Loss: 0.1357 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:08:10 || Estimated Time: 1:14:13
2023-08-07 10:18:43,112 semantic_segmentation INFO: Iters: 147410/150000 || Lr: 0.000518 || Task Loss: 0.2204 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:08:27 || Estimated Time: 1:13:56
2023-08-07 10:19:00,115 semantic_segmentation INFO: Iters: 147420/150000 || Lr: 0.000517 || Task Loss: 0.1278 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:08:44 || Estimated Time: 1:13:39
2023-08-07 10:19:17,120 semantic_segmentation INFO: Iters: 147430/150000 || Lr: 0.000515 || Task Loss: 0.2410 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:09:01 || Estimated Time: 1:13:22
2023-08-07 10:19:34,121 semantic_segmentation INFO: Iters: 147440/150000 || Lr: 0.000513 || Task Loss: 0.2274 || KD Loss: 0.0487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:09:18 || Estimated Time: 1:13:05
2023-08-07 10:19:51,171 semantic_segmentation INFO: Iters: 147450/150000 || Lr: 0.000511 || Task Loss: 0.1206 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:09:35 || Estimated Time: 1:12:48
2023-08-07 10:20:08,176 semantic_segmentation INFO: Iters: 147460/150000 || Lr: 0.000509 || Task Loss: 0.1590 || KD Loss: 0.0387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:09:52 || Estimated Time: 1:12:30
2023-08-07 10:20:25,176 semantic_segmentation INFO: Iters: 147470/150000 || Lr: 0.000508 || Task Loss: 0.1574 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:10:09 || Estimated Time: 1:12:13
2023-08-07 10:20:42,180 semantic_segmentation INFO: Iters: 147480/150000 || Lr: 0.000506 || Task Loss: 0.2399 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:10:26 || Estimated Time: 1:11:56
2023-08-07 10:20:59,326 semantic_segmentation INFO: Iters: 147490/150000 || Lr: 0.000504 || Task Loss: 0.2209 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:10:43 || Estimated Time: 1:11:39
2023-08-07 10:21:16,566 semantic_segmentation INFO: Iters: 147500/150000 || Lr: 0.000502 || Task Loss: 0.2095 || KD Loss: 0.0328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:11:01 || Estimated Time: 1:11:22
2023-08-07 10:21:33,722 semantic_segmentation INFO: Iters: 147510/150000 || Lr: 0.000500 || Task Loss: 0.1128 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0531|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:11:18 || Estimated Time: 1:11:05
2023-08-07 10:21:50,776 semantic_segmentation INFO: Iters: 147520/150000 || Lr: 0.000499 || Task Loss: 0.3502 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:11:35 || Estimated Time: 1:10:48
2023-08-07 10:22:07,857 semantic_segmentation INFO: Iters: 147530/150000 || Lr: 0.000497 || Task Loss: 0.1478 || KD Loss: 0.0320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:11:52 || Estimated Time: 1:10:30
2023-08-07 10:22:24,920 semantic_segmentation INFO: Iters: 147540/150000 || Lr: 0.000495 || Task Loss: 0.1505 || KD Loss: 0.0312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:12:09 || Estimated Time: 1:10:13
2023-08-07 10:22:41,971 semantic_segmentation INFO: Iters: 147550/150000 || Lr: 0.000493 || Task Loss: 0.1550 || KD Loss: 0.0296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:12:26 || Estimated Time: 1:09:56
2023-08-07 10:22:59,049 semantic_segmentation INFO: Iters: 147560/150000 || Lr: 0.000491 || Task Loss: 0.1968 || KD Loss: 0.0436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:12:43 || Estimated Time: 1:09:39
2023-08-07 10:23:16,069 semantic_segmentation INFO: Iters: 147570/150000 || Lr: 0.000490 || Task Loss: 0.2257 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:13:00 || Estimated Time: 1:09:22
2023-08-07 10:23:33,117 semantic_segmentation INFO: Iters: 147580/150000 || Lr: 0.000488 || Task Loss: 0.1173 || KD Loss: 0.0228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:13:17 || Estimated Time: 1:09:05
2023-08-07 10:23:50,170 semantic_segmentation INFO: Iters: 147590/150000 || Lr: 0.000486 || Task Loss: 0.1243 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:13:34 || Estimated Time: 1:08:48
2023-08-07 10:24:07,187 semantic_segmentation INFO: Iters: 147600/150000 || Lr: 0.000484 || Task Loss: 0.2216 || KD Loss: 0.0454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:13:51 || Estimated Time: 1:08:31
2023-08-07 10:24:24,250 semantic_segmentation INFO: Iters: 147610/150000 || Lr: 0.000482 || Task Loss: 0.2261 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:14:08 || Estimated Time: 1:08:13
2023-08-07 10:24:41,334 semantic_segmentation INFO: Iters: 147620/150000 || Lr: 0.000480 || Task Loss: 0.1972 || KD Loss: 0.0418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:14:25 || Estimated Time: 1:07:56
2023-08-07 10:24:58,440 semantic_segmentation INFO: Iters: 147630/150000 || Lr: 0.000479 || Task Loss: 0.1892 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:14:42 || Estimated Time: 1:07:39
2023-08-07 10:25:15,453 semantic_segmentation INFO: Iters: 147640/150000 || Lr: 0.000477 || Task Loss: 0.2524 || KD Loss: 0.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:14:59 || Estimated Time: 1:07:22
2023-08-07 10:25:32,522 semantic_segmentation INFO: Iters: 147650/150000 || Lr: 0.000475 || Task Loss: 0.1029 || KD Loss: 0.0194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:15:17 || Estimated Time: 1:07:05
2023-08-07 10:25:49,568 semantic_segmentation INFO: Iters: 147660/150000 || Lr: 0.000473 || Task Loss: 0.1891 || KD Loss: 0.0415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:15:34 || Estimated Time: 1:06:48
2023-08-07 10:26:06,649 semantic_segmentation INFO: Iters: 147670/150000 || Lr: 0.000471 || Task Loss: 0.2211 || KD Loss: 0.0467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:15:51 || Estimated Time: 1:06:31
2023-08-07 10:26:23,704 semantic_segmentation INFO: Iters: 147680/150000 || Lr: 0.000470 || Task Loss: 0.1811 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:16:08 || Estimated Time: 1:06:14
2023-08-07 10:26:40,803 semantic_segmentation INFO: Iters: 147690/150000 || Lr: 0.000468 || Task Loss: 0.1262 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:16:25 || Estimated Time: 1:05:56
2023-08-07 10:26:57,916 semantic_segmentation INFO: Iters: 147700/150000 || Lr: 0.000466 || Task Loss: 0.3125 || KD Loss: 0.0447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:16:42 || Estimated Time: 1:05:39
2023-08-07 10:27:14,977 semantic_segmentation INFO: Iters: 147710/150000 || Lr: 0.000464 || Task Loss: 0.1633 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:16:59 || Estimated Time: 1:05:22
2023-08-07 10:27:32,385 semantic_segmentation INFO: Iters: 147720/150000 || Lr: 0.000462 || Task Loss: 0.1595 || KD Loss: 0.0267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:17:16 || Estimated Time: 1:05:05
2023-08-07 10:27:49,442 semantic_segmentation INFO: Iters: 147730/150000 || Lr: 0.000460 || Task Loss: 0.0991 || KD Loss: 0.0185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:17:33 || Estimated Time: 1:04:48
2023-08-07 10:28:06,453 semantic_segmentation INFO: Iters: 147740/150000 || Lr: 0.000459 || Task Loss: 0.2191 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:17:50 || Estimated Time: 1:04:31
2023-08-07 10:28:23,382 semantic_segmentation INFO: Iters: 147750/150000 || Lr: 0.000457 || Task Loss: 0.2418 || KD Loss: 0.0456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:18:07 || Estimated Time: 1:04:14
2023-08-07 10:28:40,430 semantic_segmentation INFO: Iters: 147760/150000 || Lr: 0.000455 || Task Loss: 0.2533 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:18:24 || Estimated Time: 1:03:56
2023-08-07 10:28:57,438 semantic_segmentation INFO: Iters: 147770/150000 || Lr: 0.000453 || Task Loss: 0.1911 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:18:41 || Estimated Time: 1:03:39
2023-08-07 10:29:14,363 semantic_segmentation INFO: Iters: 147780/150000 || Lr: 0.000451 || Task Loss: 0.2511 || KD Loss: 0.0354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:18:58 || Estimated Time: 1:03:22
2023-08-07 10:29:31,372 semantic_segmentation INFO: Iters: 147790/150000 || Lr: 0.000449 || Task Loss: 0.2101 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:19:15 || Estimated Time: 1:03:05
2023-08-07 10:29:48,312 semantic_segmentation INFO: Iters: 147800/150000 || Lr: 0.000448 || Task Loss: 0.1986 || KD Loss: 0.0471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:19:32 || Estimated Time: 1:02:48
2023-08-07 10:30:05,308 semantic_segmentation INFO: Iters: 147810/150000 || Lr: 0.000446 || Task Loss: 0.1881 || KD Loss: 0.0451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:19:49 || Estimated Time: 1:02:31
2023-08-07 10:30:22,217 semantic_segmentation INFO: Iters: 147820/150000 || Lr: 0.000444 || Task Loss: 0.2340 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:20:06 || Estimated Time: 1:02:14
2023-08-07 10:30:39,162 semantic_segmentation INFO: Iters: 147830/150000 || Lr: 0.000442 || Task Loss: 0.2203 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:20:23 || Estimated Time: 1:01:57
2023-08-07 10:30:56,105 semantic_segmentation INFO: Iters: 147840/150000 || Lr: 0.000440 || Task Loss: 0.2594 || KD Loss: 0.0558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:20:40 || Estimated Time: 1:01:39
2023-08-07 10:31:13,089 semantic_segmentation INFO: Iters: 147850/150000 || Lr: 0.000438 || Task Loss: 0.1666 || KD Loss: 0.0343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:20:57 || Estimated Time: 1:01:22
2023-08-07 10:31:30,059 semantic_segmentation INFO: Iters: 147860/150000 || Lr: 0.000437 || Task Loss: 0.0875 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:21:14 || Estimated Time: 1:01:05
2023-08-07 10:31:47,032 semantic_segmentation INFO: Iters: 147870/150000 || Lr: 0.000435 || Task Loss: 0.1845 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:21:31 || Estimated Time: 1:00:48
2023-08-07 10:32:04,087 semantic_segmentation INFO: Iters: 147880/150000 || Lr: 0.000433 || Task Loss: 0.2483 || KD Loss: 0.0433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:21:48 || Estimated Time: 1:00:31
2023-08-07 10:32:21,106 semantic_segmentation INFO: Iters: 147890/150000 || Lr: 0.000431 || Task Loss: 0.1828 || KD Loss: 0.0309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:22:05 || Estimated Time: 1:00:14
2023-08-07 10:32:38,149 semantic_segmentation INFO: Iters: 147900/150000 || Lr: 0.000429 || Task Loss: 0.2242 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:22:22 || Estimated Time: 0:59:57
2023-08-07 10:32:55,154 semantic_segmentation INFO: Iters: 147910/150000 || Lr: 0.000427 || Task Loss: 0.3781 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:22:39 || Estimated Time: 0:59:40
2023-08-07 10:33:12,204 semantic_segmentation INFO: Iters: 147920/150000 || Lr: 0.000426 || Task Loss: 0.3053 || KD Loss: 0.0787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:22:56 || Estimated Time: 0:59:22
2023-08-07 10:33:29,219 semantic_segmentation INFO: Iters: 147930/150000 || Lr: 0.000424 || Task Loss: 0.1830 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:23:13 || Estimated Time: 0:59:05
2023-08-07 10:33:46,239 semantic_segmentation INFO: Iters: 147940/150000 || Lr: 0.000422 || Task Loss: 0.2630 || KD Loss: 0.0535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:23:30 || Estimated Time: 0:58:48
2023-08-07 10:34:03,281 semantic_segmentation INFO: Iters: 147950/150000 || Lr: 0.000420 || Task Loss: 0.2013 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:23:47 || Estimated Time: 0:58:31
2023-08-07 10:34:20,279 semantic_segmentation INFO: Iters: 147960/150000 || Lr: 0.000418 || Task Loss: 0.1431 || KD Loss: 0.0241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:24:04 || Estimated Time: 0:58:14
2023-08-07 10:34:37,335 semantic_segmentation INFO: Iters: 147970/150000 || Lr: 0.000416 || Task Loss: 0.1706 || KD Loss: 0.0410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:24:21 || Estimated Time: 0:57:57
2023-08-07 10:34:54,351 semantic_segmentation INFO: Iters: 147980/150000 || Lr: 0.000415 || Task Loss: 0.1364 || KD Loss: 0.0230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:24:38 || Estimated Time: 0:57:40
2023-08-07 10:35:11,427 semantic_segmentation INFO: Iters: 147990/150000 || Lr: 0.000413 || Task Loss: 0.1514 || KD Loss: 0.0308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:24:55 || Estimated Time: 0:57:22
2023-08-07 10:35:28,467 semantic_segmentation INFO: Iters: 148000/150000 || Lr: 0.000411 || Task Loss: 0.2314 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:25:13 || Estimated Time: 0:57:05
2023-08-07 10:35:28,557 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 10:35:29,405 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.416
2023-08-07 10:35:29,528 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.513
2023-08-07 10:35:29,650 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.529
2023-08-07 10:35:29,770 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.553
2023-08-07 10:35:29,886 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.559
2023-08-07 10:35:30,012 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.561
2023-08-07 10:35:30,143 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.592
2023-08-07 10:35:30,268 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.626
2023-08-07 10:35:30,395 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.676
2023-08-07 10:35:30,519 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.729
2023-08-07 10:35:30,639 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.737
2023-08-07 10:35:30,763 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.763
2023-08-07 10:35:30,888 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.764
2023-08-07 10:35:31,013 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.754
2023-08-07 10:35:31,135 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.753
2023-08-07 10:35:31,264 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.743
2023-08-07 10:35:31,395 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.744
2023-08-07 10:35:31,522 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.749
2023-08-07 10:35:31,648 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.754
2023-08-07 10:35:31,775 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.761
2023-08-07 10:35:31,901 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.761
2023-08-07 10:35:32,027 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.960, mIoU: 0.762
2023-08-07 10:35:32,151 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.760
2023-08-07 10:35:32,281 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.766
2023-08-07 10:35:32,410 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.958, mIoU: 0.777
2023-08-07 10:35:32,537 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.958, mIoU: 0.779
2023-08-07 10:35:32,663 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 10:35:32,784 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 10:35:32,910 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 10:35:33,034 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:35:33,158 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.765
2023-08-07 10:35:33,282 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 10:35:33,407 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 10:35:33,532 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 10:35:33,659 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 10:35:33,784 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 10:35:33,911 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 10:35:34,041 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 10:35:34,166 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 10:35:34,291 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 10:35:34,412 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 10:35:34,536 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.753
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2023-08-07 10:36:24,420 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.772
2023-08-07 10:36:24,540 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.957, mIoU: 0.772
2023-08-07 10:36:24,660 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:24,777 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:24,902 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:25,033 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:25,159 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:25,289 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:25,416 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:25,537 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:25,658 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:25,779 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:25,898 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 10:36:26,017 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:26,144 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:26,275 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:26,401 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:26,528 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:26,650 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:26,776 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:26,903 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:27,028 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:27,157 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:27,288 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:27,414 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:27,541 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:27,663 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:27,789 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:27,916 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:28,040 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:28,162 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:28,281 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 10:36:28,409 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:28,536 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:28,666 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:28,794 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:28,920 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:29,050 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:29,177 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:29,301 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:29,426 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:29,551 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:29,675 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:29,796 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:29,915 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.774
2023-08-07 10:36:30,044 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:30,175 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:30,303 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:30,431 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 10:36:30,557 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:30,686 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:30,815 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:30,939 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:31,059 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:31,179 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:31,299 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:31,417 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:31,535 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:31,659 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.959, mIoU: 0.775
2023-08-07 10:36:49,098 semantic_segmentation INFO: Iters: 148010/150000 || Lr: 0.000409 || Task Loss: 0.2613 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:26:33 || Estimated Time: 0:56:49
2023-08-07 10:37:06,166 semantic_segmentation INFO: Iters: 148020/150000 || Lr: 0.000407 || Task Loss: 0.1549 || KD Loss: 0.0332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:26:50 || Estimated Time: 0:56:32
2023-08-07 10:37:23,228 semantic_segmentation INFO: Iters: 148030/150000 || Lr: 0.000405 || Task Loss: 0.0839 || KD Loss: 0.0169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:27:07 || Estimated Time: 0:56:15
2023-08-07 10:37:40,301 semantic_segmentation INFO: Iters: 148040/150000 || Lr: 0.000403 || Task Loss: 0.2477 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:27:24 || Estimated Time: 0:55:58
2023-08-07 10:37:57,391 semantic_segmentation INFO: Iters: 148050/150000 || Lr: 0.000402 || Task Loss: 0.1867 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:27:41 || Estimated Time: 0:55:41
2023-08-07 10:38:14,509 semantic_segmentation INFO: Iters: 148060/150000 || Lr: 0.000400 || Task Loss: 0.1090 || KD Loss: 0.0216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:27:59 || Estimated Time: 0:55:23
2023-08-07 10:38:31,592 semantic_segmentation INFO: Iters: 148070/150000 || Lr: 0.000398 || Task Loss: 0.1724 || KD Loss: 0.0412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:28:16 || Estimated Time: 0:55:06
2023-08-07 10:38:48,629 semantic_segmentation INFO: Iters: 148080/150000 || Lr: 0.000396 || Task Loss: 0.2336 || KD Loss: 0.0483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:28:33 || Estimated Time: 0:54:49
2023-08-07 10:39:05,623 semantic_segmentation INFO: Iters: 148090/150000 || Lr: 0.000394 || Task Loss: 0.1247 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:28:50 || Estimated Time: 0:54:32
2023-08-07 10:39:22,720 semantic_segmentation INFO: Iters: 148100/150000 || Lr: 0.000392 || Task Loss: 0.2245 || KD Loss: 0.0443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:29:07 || Estimated Time: 0:54:15
2023-08-07 10:39:39,786 semantic_segmentation INFO: Iters: 148110/150000 || Lr: 0.000390 || Task Loss: 0.1461 || KD Loss: 0.0277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:29:24 || Estimated Time: 0:53:58
2023-08-07 10:39:56,822 semantic_segmentation INFO: Iters: 148120/150000 || Lr: 0.000389 || Task Loss: 0.2301 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:29:41 || Estimated Time: 0:53:41
2023-08-07 10:40:13,839 semantic_segmentation INFO: Iters: 148130/150000 || Lr: 0.000387 || Task Loss: 0.2887 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:29:58 || Estimated Time: 0:53:23
2023-08-07 10:40:30,831 semantic_segmentation INFO: Iters: 148140/150000 || Lr: 0.000385 || Task Loss: 0.1299 || KD Loss: 0.0259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:30:15 || Estimated Time: 0:53:06
2023-08-07 10:40:47,821 semantic_segmentation INFO: Iters: 148150/150000 || Lr: 0.000383 || Task Loss: 0.1975 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:30:32 || Estimated Time: 0:52:49
2023-08-07 10:41:04,819 semantic_segmentation INFO: Iters: 148160/150000 || Lr: 0.000381 || Task Loss: 0.1515 || KD Loss: 0.0395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:30:49 || Estimated Time: 0:52:32
2023-08-07 10:41:21,814 semantic_segmentation INFO: Iters: 148170/150000 || Lr: 0.000379 || Task Loss: 0.1657 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:31:06 || Estimated Time: 0:52:15
2023-08-07 10:41:38,752 semantic_segmentation INFO: Iters: 148180/150000 || Lr: 0.000377 || Task Loss: 0.2385 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:31:23 || Estimated Time: 0:51:58
2023-08-07 10:41:55,619 semantic_segmentation INFO: Iters: 148190/150000 || Lr: 0.000376 || Task Loss: 0.2130 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:31:40 || Estimated Time: 0:51:41
2023-08-07 10:42:12,569 semantic_segmentation INFO: Iters: 148200/150000 || Lr: 0.000374 || Task Loss: 0.2010 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:31:57 || Estimated Time: 0:51:24
2023-08-07 10:42:29,535 semantic_segmentation INFO: Iters: 148210/150000 || Lr: 0.000372 || Task Loss: 0.1621 || KD Loss: 0.0288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:32:14 || Estimated Time: 0:51:06
2023-08-07 10:42:46,418 semantic_segmentation INFO: Iters: 148220/150000 || Lr: 0.000370 || Task Loss: 0.1233 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:32:30 || Estimated Time: 0:50:49
2023-08-07 10:43:03,319 semantic_segmentation INFO: Iters: 148230/150000 || Lr: 0.000368 || Task Loss: 0.1642 || KD Loss: 0.0315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:32:47 || Estimated Time: 0:50:32
2023-08-07 10:43:20,334 semantic_segmentation INFO: Iters: 148240/150000 || Lr: 0.000366 || Task Loss: 0.2690 || KD Loss: 0.0492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:33:04 || Estimated Time: 0:50:15
2023-08-07 10:43:37,340 semantic_segmentation INFO: Iters: 148250/150000 || Lr: 0.000364 || Task Loss: 0.1566 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:33:21 || Estimated Time: 0:49:58
2023-08-07 10:43:54,395 semantic_segmentation INFO: Iters: 148260/150000 || Lr: 0.000362 || Task Loss: 0.3257 || KD Loss: 0.0311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:33:38 || Estimated Time: 0:49:41
2023-08-07 10:44:11,468 semantic_segmentation INFO: Iters: 148270/150000 || Lr: 0.000361 || Task Loss: 0.2788 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:33:56 || Estimated Time: 0:49:24
2023-08-07 10:44:28,459 semantic_segmentation INFO: Iters: 148280/150000 || Lr: 0.000359 || Task Loss: 0.2309 || KD Loss: 0.0508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:34:12 || Estimated Time: 0:49:06
2023-08-07 10:44:45,469 semantic_segmentation INFO: Iters: 148290/150000 || Lr: 0.000357 || Task Loss: 0.1486 || KD Loss: 0.0265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:34:30 || Estimated Time: 0:48:49
2023-08-07 10:45:02,476 semantic_segmentation INFO: Iters: 148300/150000 || Lr: 0.000355 || Task Loss: 0.2015 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:34:47 || Estimated Time: 0:48:32
2023-08-07 10:45:19,527 semantic_segmentation INFO: Iters: 148310/150000 || Lr: 0.000353 || Task Loss: 0.1098 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:35:04 || Estimated Time: 0:48:15
2023-08-07 10:45:36,511 semantic_segmentation INFO: Iters: 148320/150000 || Lr: 0.000351 || Task Loss: 0.1690 || KD Loss: 0.0370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:35:21 || Estimated Time: 0:47:58
2023-08-07 10:45:53,612 semantic_segmentation INFO: Iters: 148330/150000 || Lr: 0.000349 || Task Loss: 0.1781 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:35:38 || Estimated Time: 0:47:41
2023-08-07 10:46:10,900 semantic_segmentation INFO: Iters: 148340/150000 || Lr: 0.000347 || Task Loss: 0.1345 || KD Loss: 0.0290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:35:55 || Estimated Time: 0:47:24
2023-08-07 10:46:28,126 semantic_segmentation INFO: Iters: 148350/150000 || Lr: 0.000346 || Task Loss: 0.1730 || KD Loss: 0.0472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:36:12 || Estimated Time: 0:47:06
2023-08-07 10:46:45,217 semantic_segmentation INFO: Iters: 148360/150000 || Lr: 0.000344 || Task Loss: 0.2437 || KD Loss: 0.0453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:36:29 || Estimated Time: 0:46:49
2023-08-07 10:47:02,283 semantic_segmentation INFO: Iters: 148370/150000 || Lr: 0.000342 || Task Loss: 0.1310 || KD Loss: 0.0208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:36:46 || Estimated Time: 0:46:32
2023-08-07 10:47:19,337 semantic_segmentation INFO: Iters: 148380/150000 || Lr: 0.000340 || Task Loss: 0.2024 || KD Loss: 0.0421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:37:03 || Estimated Time: 0:46:15
2023-08-07 10:47:36,341 semantic_segmentation INFO: Iters: 148390/150000 || Lr: 0.000338 || Task Loss: 0.2376 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:37:20 || Estimated Time: 0:45:58
2023-08-07 10:47:53,326 semantic_segmentation INFO: Iters: 148400/150000 || Lr: 0.000336 || Task Loss: 0.1402 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:37:37 || Estimated Time: 0:45:41
2023-08-07 10:48:10,346 semantic_segmentation INFO: Iters: 148410/150000 || Lr: 0.000334 || Task Loss: 0.1741 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:37:54 || Estimated Time: 0:45:24
2023-08-07 10:48:27,330 semantic_segmentation INFO: Iters: 148420/150000 || Lr: 0.000332 || Task Loss: 0.1704 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:38:11 || Estimated Time: 0:45:07
2023-08-07 10:48:44,380 semantic_segmentation INFO: Iters: 148430/150000 || Lr: 0.000330 || Task Loss: 0.2542 || KD Loss: 0.0641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:38:28 || Estimated Time: 0:44:49
2023-08-07 10:49:01,473 semantic_segmentation INFO: Iters: 148440/150000 || Lr: 0.000329 || Task Loss: 0.1682 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:38:46 || Estimated Time: 0:44:32
2023-08-07 10:49:18,529 semantic_segmentation INFO: Iters: 148450/150000 || Lr: 0.000327 || Task Loss: 0.2775 || KD Loss: 0.0509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:39:03 || Estimated Time: 0:44:15
2023-08-07 10:49:35,609 semantic_segmentation INFO: Iters: 148460/150000 || Lr: 0.000325 || Task Loss: 0.2196 || KD Loss: 0.0321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:39:20 || Estimated Time: 0:43:58
2023-08-07 10:49:52,671 semantic_segmentation INFO: Iters: 148470/150000 || Lr: 0.000323 || Task Loss: 0.2157 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:39:37 || Estimated Time: 0:43:41
2023-08-07 10:50:09,719 semantic_segmentation INFO: Iters: 148480/150000 || Lr: 0.000321 || Task Loss: 0.2568 || KD Loss: 0.0613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:39:54 || Estimated Time: 0:43:24
2023-08-07 10:50:26,787 semantic_segmentation INFO: Iters: 148490/150000 || Lr: 0.000319 || Task Loss: 0.1242 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:40:11 || Estimated Time: 0:43:07
2023-08-07 10:50:43,854 semantic_segmentation INFO: Iters: 148500/150000 || Lr: 0.000317 || Task Loss: 0.1786 || KD Loss: 0.0276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:40:28 || Estimated Time: 0:42:49
2023-08-07 10:51:00,942 semantic_segmentation INFO: Iters: 148510/150000 || Lr: 0.000315 || Task Loss: 0.1201 || KD Loss: 0.0238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:40:45 || Estimated Time: 0:42:32
2023-08-07 10:51:17,942 semantic_segmentation INFO: Iters: 148520/150000 || Lr: 0.000313 || Task Loss: 0.2198 || KD Loss: 0.0361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:41:02 || Estimated Time: 0:42:15
2023-08-07 10:51:34,928 semantic_segmentation INFO: Iters: 148530/150000 || Lr: 0.000311 || Task Loss: 0.2855 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0913|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:41:19 || Estimated Time: 0:41:58
2023-08-07 10:51:51,857 semantic_segmentation INFO: Iters: 148540/150000 || Lr: 0.000310 || Task Loss: 0.2778 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:41:36 || Estimated Time: 0:41:41
2023-08-07 10:52:08,849 semantic_segmentation INFO: Iters: 148550/150000 || Lr: 0.000308 || Task Loss: 0.1211 || KD Loss: 0.0210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:41:53 || Estimated Time: 0:41:24
2023-08-07 10:52:25,851 semantic_segmentation INFO: Iters: 148560/150000 || Lr: 0.000306 || Task Loss: 0.1675 || KD Loss: 0.0344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:42:10 || Estimated Time: 0:41:07
2023-08-07 10:52:42,846 semantic_segmentation INFO: Iters: 148570/150000 || Lr: 0.000304 || Task Loss: 0.1960 || KD Loss: 0.0298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:42:27 || Estimated Time: 0:40:50
2023-08-07 10:52:59,786 semantic_segmentation INFO: Iters: 148580/150000 || Lr: 0.000302 || Task Loss: 0.1324 || KD Loss: 0.0470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:42:44 || Estimated Time: 0:40:32
2023-08-07 10:53:16,782 semantic_segmentation INFO: Iters: 148590/150000 || Lr: 0.000300 || Task Loss: 0.1804 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0557|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:43:01 || Estimated Time: 0:40:15
2023-08-07 10:53:33,761 semantic_segmentation INFO: Iters: 148600/150000 || Lr: 0.000298 || Task Loss: 0.2325 || KD Loss: 0.0424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:43:18 || Estimated Time: 0:39:58
2023-08-07 10:53:50,636 semantic_segmentation INFO: Iters: 148610/150000 || Lr: 0.000296 || Task Loss: 0.1933 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:43:35 || Estimated Time: 0:39:41
2023-08-07 10:54:07,626 semantic_segmentation INFO: Iters: 148620/150000 || Lr: 0.000294 || Task Loss: 0.0948 || KD Loss: 0.0240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:43:52 || Estimated Time: 0:39:24
2023-08-07 10:54:24,560 semantic_segmentation INFO: Iters: 148630/150000 || Lr: 0.000292 || Task Loss: 0.2176 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:44:09 || Estimated Time: 0:39:07
2023-08-07 10:54:41,641 semantic_segmentation INFO: Iters: 148640/150000 || Lr: 0.000290 || Task Loss: 0.1215 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:44:26 || Estimated Time: 0:38:50
2023-08-07 10:54:58,561 semantic_segmentation INFO: Iters: 148650/150000 || Lr: 0.000288 || Task Loss: 0.1766 || KD Loss: 0.0458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:44:43 || Estimated Time: 0:38:32
2023-08-07 10:55:15,560 semantic_segmentation INFO: Iters: 148660/150000 || Lr: 0.000287 || Task Loss: 0.2002 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:45:00 || Estimated Time: 0:38:15
2023-08-07 10:55:32,631 semantic_segmentation INFO: Iters: 148670/150000 || Lr: 0.000285 || Task Loss: 0.1294 || KD Loss: 0.0223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:45:17 || Estimated Time: 0:37:58
2023-08-07 10:55:49,624 semantic_segmentation INFO: Iters: 148680/150000 || Lr: 0.000283 || Task Loss: 0.2464 || KD Loss: 0.0383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:45:34 || Estimated Time: 0:37:41
2023-08-07 10:56:06,632 semantic_segmentation INFO: Iters: 148690/150000 || Lr: 0.000281 || Task Loss: 0.2261 || KD Loss: 0.0397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:45:51 || Estimated Time: 0:37:24
2023-08-07 10:56:23,632 semantic_segmentation INFO: Iters: 148700/150000 || Lr: 0.000279 || Task Loss: 0.1762 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:46:08 || Estimated Time: 0:37:07
2023-08-07 10:56:40,704 semantic_segmentation INFO: Iters: 148710/150000 || Lr: 0.000277 || Task Loss: 0.1294 || KD Loss: 0.0316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:46:25 || Estimated Time: 0:36:50
2023-08-07 10:56:57,711 semantic_segmentation INFO: Iters: 148720/150000 || Lr: 0.000275 || Task Loss: 0.2875 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:46:42 || Estimated Time: 0:36:33
2023-08-07 10:57:14,676 semantic_segmentation INFO: Iters: 148730/150000 || Lr: 0.000273 || Task Loss: 0.3809 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:46:59 || Estimated Time: 0:36:15
2023-08-07 10:57:31,766 semantic_segmentation INFO: Iters: 148740/150000 || Lr: 0.000271 || Task Loss: 0.1107 || KD Loss: 0.0384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:47:16 || Estimated Time: 0:35:58
2023-08-07 10:57:48,833 semantic_segmentation INFO: Iters: 148750/150000 || Lr: 0.000269 || Task Loss: 0.1812 || KD Loss: 0.0314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:47:33 || Estimated Time: 0:35:41
2023-08-07 10:58:05,866 semantic_segmentation INFO: Iters: 148760/150000 || Lr: 0.000267 || Task Loss: 0.2387 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:47:50 || Estimated Time: 0:35:24
2023-08-07 10:58:22,955 semantic_segmentation INFO: Iters: 148770/150000 || Lr: 0.000265 || Task Loss: 0.1865 || KD Loss: 0.0490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:48:07 || Estimated Time: 0:35:07
2023-08-07 10:58:39,957 semantic_segmentation INFO: Iters: 148780/150000 || Lr: 0.000263 || Task Loss: 0.1816 || KD Loss: 0.0378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:48:24 || Estimated Time: 0:34:50
2023-08-07 10:58:57,035 semantic_segmentation INFO: Iters: 148790/150000 || Lr: 0.000261 || Task Loss: 0.2157 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:48:41 || Estimated Time: 0:34:33
2023-08-07 10:59:14,090 semantic_segmentation INFO: Iters: 148800/150000 || Lr: 0.000259 || Task Loss: 0.1764 || KD Loss: 0.0362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:48:58 || Estimated Time: 0:34:15
2023-08-07 10:59:14,173 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 10:59:15,087 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.417
2023-08-07 10:59:15,210 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.511
2023-08-07 10:59:15,331 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.528
2023-08-07 10:59:15,455 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.552
2023-08-07 10:59:15,580 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.559
2023-08-07 10:59:15,705 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.560
2023-08-07 10:59:15,832 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.595
2023-08-07 10:59:15,961 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.629
2023-08-07 10:59:16,086 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.679
2023-08-07 10:59:16,210 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.733
2023-08-07 10:59:16,332 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.740
2023-08-07 10:59:16,457 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.766
2023-08-07 10:59:16,583 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.766
2023-08-07 10:59:16,712 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.759
2023-08-07 10:59:16,838 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.757
2023-08-07 10:59:16,958 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.747
2023-08-07 10:59:17,085 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.748
2023-08-07 10:59:17,211 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.753
2023-08-07 10:59:17,335 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.758
2023-08-07 10:59:17,460 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.765
2023-08-07 10:59:17,584 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.765
2023-08-07 10:59:17,710 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.960, mIoU: 0.765
2023-08-07 10:59:17,837 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.762
2023-08-07 10:59:17,961 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.768
2023-08-07 10:59:18,087 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.958, mIoU: 0.778
2023-08-07 10:59:18,215 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.958, mIoU: 0.781
2023-08-07 10:59:18,343 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.764
2023-08-07 10:59:18,467 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 10:59:18,589 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 10:59:18,712 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:59:18,835 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.765
2023-08-07 10:59:18,958 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 10:59:19,080 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 10:59:19,198 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.762
2023-08-07 10:59:19,325 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 10:59:19,459 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 10:59:19,581 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 10:59:19,707 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 10:59:19,830 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-07 10:59:19,950 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-07 10:59:20,070 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-07 10:59:20,191 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 10:59:20,310 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-07 10:59:20,428 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 10:59:20,559 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 10:59:20,694 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 10:59:20,815 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.957, mIoU: 0.754
2023-08-07 10:59:20,939 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.753
2023-08-07 10:59:21,061 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.755
2023-08-07 10:59:21,183 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 10:59:21,304 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.957, mIoU: 0.757
2023-08-07 10:59:21,425 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-07 10:59:21,542 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 10:59:21,659 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.765
2023-08-07 10:59:21,787 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.764
2023-08-07 10:59:21,919 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:59:22,042 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 10:59:22,169 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.773
2023-08-07 10:59:22,295 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.776
2023-08-07 10:59:22,419 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.955, mIoU: 0.774
2023-08-07 10:59:22,543 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.955, mIoU: 0.777
2023-08-07 10:59:22,666 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.955, mIoU: 0.778
2023-08-07 10:59:22,789 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:59:22,912 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:59:23,041 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.955, mIoU: 0.779
2023-08-07 10:59:23,169 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.955, mIoU: 0.779
2023-08-07 10:59:23,295 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.778
2023-08-07 10:59:23,418 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.779
2023-08-07 10:59:23,541 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.778
2023-08-07 10:59:23,663 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.778
2023-08-07 10:59:23,783 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:59:23,902 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:59:24,031 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:59:24,166 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:59:24,289 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:59:24,419 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:59:24,542 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:59:24,664 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:59:24,787 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.776
2023-08-07 10:59:24,907 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:59:25,027 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.779
2023-08-07 10:59:25,146 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.778
2023-08-07 10:59:25,274 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 10:59:25,404 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.775
2023-08-07 10:59:25,531 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:59:25,659 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:59:25,788 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:59:25,916 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:59:26,041 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:59:26,162 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.771
2023-08-07 10:59:26,290 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-07 10:59:26,419 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:26,546 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:26,670 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:26,790 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:26,911 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:27,035 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.952, mIoU: 0.779
2023-08-07 10:59:27,157 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:27,276 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.952, mIoU: 0.779
2023-08-07 10:59:27,393 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.952, mIoU: 0.780
2023-08-07 10:59:27,523 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.951, mIoU: 0.779
2023-08-07 10:59:27,656 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.777
2023-08-07 10:59:27,780 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 10:59:27,907 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 10:59:28,034 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 10:59:28,157 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.776
2023-08-07 10:59:28,281 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.775
2023-08-07 10:59:28,406 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:59:28,530 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:59:28,655 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 10:59:28,782 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 10:59:28,908 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.951, mIoU: 0.777
2023-08-07 10:59:29,032 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:59:29,152 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:59:29,273 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 10:59:29,393 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 10:59:29,512 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 10:59:29,631 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 10:59:29,756 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 10:59:29,886 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 10:59:30,010 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.951, mIoU: 0.775
2023-08-07 10:59:30,134 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 10:59:30,254 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.951, mIoU: 0.774
2023-08-07 10:59:30,381 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:59:30,510 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.951, mIoU: 0.776
2023-08-07 10:59:30,634 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.951, mIoU: 0.778
2023-08-07 10:59:30,761 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.951, mIoU: 0.779
2023-08-07 10:59:30,883 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.951, mIoU: 0.779
2023-08-07 10:59:31,005 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.951, mIoU: 0.779
2023-08-07 10:59:31,130 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.951, mIoU: 0.779
2023-08-07 10:59:31,254 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.951, mIoU: 0.779
2023-08-07 10:59:31,375 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.951, mIoU: 0.778
2023-08-07 10:59:31,493 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.951, mIoU: 0.778
2023-08-07 10:59:31,625 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:31,757 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:31,883 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:32,011 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:32,139 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.952, mIoU: 0.776
2023-08-07 10:59:32,265 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:32,391 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:32,514 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:32,638 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:32,767 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:32,893 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:33,021 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:33,144 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:33,268 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:33,394 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:33,521 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.952, mIoU: 0.776
2023-08-07 10:59:33,649 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.952, mIoU: 0.776
2023-08-07 10:59:33,780 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.952, mIoU: 0.776
2023-08-07 10:59:33,906 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:34,030 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:34,151 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:34,279 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:34,408 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:34,535 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:34,659 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:34,780 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.952, mIoU: 0.778
2023-08-07 10:59:34,903 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.952, mIoU: 0.777
2023-08-07 10:59:35,027 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.952, mIoU: 0.776
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2023-08-07 10:59:59,828 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 10:59:59,947 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 11:00:00,075 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 11:00:00,212 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 11:00:00,335 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 11:00:00,458 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.954, mIoU: 0.766
2023-08-07 11:00:00,581 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.954, mIoU: 0.767
2023-08-07 11:00:00,702 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.954, mIoU: 0.767
2023-08-07 11:00:00,823 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.954, mIoU: 0.767
2023-08-07 11:00:00,947 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 11:00:01,066 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 11:00:01,184 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:01,312 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:01,445 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:01,570 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:01,697 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:01,823 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:01,946 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.955, mIoU: 0.767
2023-08-07 11:00:02,069 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:02,190 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:02,310 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:02,428 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:02,555 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:02,683 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-07 11:00:02,812 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 11:00:02,939 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 11:00:03,067 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 11:00:03,195 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 11:00:03,321 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 11:00:03,441 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 11:00:03,567 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.955, mIoU: 0.769
2023-08-07 11:00:03,694 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.955, mIoU: 0.770
2023-08-07 11:00:03,821 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.955, mIoU: 0.770
2023-08-07 11:00:03,949 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:04,079 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:04,201 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:04,323 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:04,444 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:04,565 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:04,685 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:04,815 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:04,946 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:05,074 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:05,197 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:05,320 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:05,443 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:05,563 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:05,684 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:05,814 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:05,949 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:06,077 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.956, mIoU: 0.771
2023-08-07 11:00:06,202 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.956, mIoU: 0.771
2023-08-07 11:00:06,323 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:06,451 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:06,579 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.956, mIoU: 0.770
2023-08-07 11:00:06,704 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.956, mIoU: 0.771
2023-08-07 11:00:06,829 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:06,957 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:07,083 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:07,207 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:07,329 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:07,453 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:07,580 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:07,704 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:07,825 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:07,947 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:08,078 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:08,205 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:08,331 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:08,455 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:08,577 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:08,701 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:08,828 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:08,954 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:09,083 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:09,210 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:09,335 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:09,458 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:09,581 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:09,707 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:09,834 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:09,962 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:10,086 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.957, mIoU: 0.771
2023-08-07 11:00:10,205 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:10,328 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:10,453 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:10,576 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:10,696 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:10,815 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:10,942 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 11:00:11,076 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:11,201 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:11,328 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:11,457 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:11,580 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.958, mIoU: 0.771
2023-08-07 11:00:11,704 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 11:00:11,825 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 11:00:11,949 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 11:00:12,078 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 11:00:12,206 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 11:00:12,331 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 11:00:12,456 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 11:00:12,575 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.958, mIoU: 0.772
2023-08-07 11:00:12,695 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:12,814 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:12,934 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:13,051 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:13,176 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:13,307 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:13,434 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:13,562 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:13,684 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:13,806 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:13,928 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:14,050 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:14,168 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:14,285 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:14,409 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:00:14,538 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:14,666 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:14,794 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:14,921 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:15,045 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:15,169 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:15,291 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:15,412 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:15,532 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:15,659 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:15,789 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:15,917 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:16,043 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:00:16,174 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:16,306 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:16,437 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:16,561 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:16,690 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:16,819 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:16,947 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:17,078 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:17,216 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:17,341 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:00:34,593 semantic_segmentation INFO: Iters: 148810/150000 || Lr: 0.000258 || Task Loss: 0.2226 || KD Loss: 0.0461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:50:19 || Estimated Time: 0:33:59
2023-08-07 11:00:51,633 semantic_segmentation INFO: Iters: 148820/150000 || Lr: 0.000256 || Task Loss: 0.1702 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:50:36 || Estimated Time: 0:33:42
2023-08-07 11:01:08,712 semantic_segmentation INFO: Iters: 148830/150000 || Lr: 0.000254 || Task Loss: 0.1810 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:50:53 || Estimated Time: 0:33:25
2023-08-07 11:01:25,787 semantic_segmentation INFO: Iters: 148840/150000 || Lr: 0.000252 || Task Loss: 0.1689 || KD Loss: 0.0346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:51:10 || Estimated Time: 0:33:07
2023-08-07 11:01:42,829 semantic_segmentation INFO: Iters: 148850/150000 || Lr: 0.000250 || Task Loss: 0.2344 || KD Loss: 0.0474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:51:27 || Estimated Time: 0:32:50
2023-08-07 11:01:59,794 semantic_segmentation INFO: Iters: 148860/150000 || Lr: 0.000248 || Task Loss: 0.1558 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:51:44 || Estimated Time: 0:32:33
2023-08-07 11:02:16,844 semantic_segmentation INFO: Iters: 148870/150000 || Lr: 0.000246 || Task Loss: 0.1482 || KD Loss: 0.0262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:52:01 || Estimated Time: 0:32:16
2023-08-07 11:02:33,777 semantic_segmentation INFO: Iters: 148880/150000 || Lr: 0.000244 || Task Loss: 0.2389 || KD Loss: 0.0449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:52:18 || Estimated Time: 0:31:59
2023-08-07 11:02:50,772 semantic_segmentation INFO: Iters: 148890/150000 || Lr: 0.000242 || Task Loss: 0.2449 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:52:35 || Estimated Time: 0:31:42
2023-08-07 11:03:07,773 semantic_segmentation INFO: Iters: 148900/150000 || Lr: 0.000240 || Task Loss: 0.1972 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:52:52 || Estimated Time: 0:31:25
2023-08-07 11:03:24,757 semantic_segmentation INFO: Iters: 148910/150000 || Lr: 0.000238 || Task Loss: 0.2373 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:53:09 || Estimated Time: 0:31:07
2023-08-07 11:03:41,746 semantic_segmentation INFO: Iters: 148920/150000 || Lr: 0.000236 || Task Loss: 0.1380 || KD Loss: 0.0381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:53:26 || Estimated Time: 0:30:50
2023-08-07 11:03:58,691 semantic_segmentation INFO: Iters: 148930/150000 || Lr: 0.000234 || Task Loss: 0.1699 || KD Loss: 0.0334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:53:43 || Estimated Time: 0:30:33
2023-08-07 11:04:15,622 semantic_segmentation INFO: Iters: 148940/150000 || Lr: 0.000232 || Task Loss: 0.2328 || KD Loss: 0.0643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:54:00 || Estimated Time: 0:30:16
2023-08-07 11:04:32,545 semantic_segmentation INFO: Iters: 148950/150000 || Lr: 0.000230 || Task Loss: 0.1772 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:54:17 || Estimated Time: 0:29:59
2023-08-07 11:04:49,410 semantic_segmentation INFO: Iters: 148960/150000 || Lr: 0.000228 || Task Loss: 0.1472 || KD Loss: 0.0235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:54:33 || Estimated Time: 0:29:42
2023-08-07 11:05:06,402 semantic_segmentation INFO: Iters: 148970/150000 || Lr: 0.000226 || Task Loss: 0.2059 || KD Loss: 0.0406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:54:50 || Estimated Time: 0:29:25
2023-08-07 11:05:23,468 semantic_segmentation INFO: Iters: 148980/150000 || Lr: 0.000224 || Task Loss: 0.1453 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:55:08 || Estimated Time: 0:29:07
2023-08-07 11:05:40,401 semantic_segmentation INFO: Iters: 148990/150000 || Lr: 0.000222 || Task Loss: 0.2516 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:55:24 || Estimated Time: 0:28:50
2023-08-07 11:05:57,478 semantic_segmentation INFO: Iters: 149000/150000 || Lr: 0.000220 || Task Loss: 0.2696 || KD Loss: 0.0350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:55:42 || Estimated Time: 0:28:33
2023-08-07 11:06:14,507 semantic_segmentation INFO: Iters: 149010/150000 || Lr: 0.000218 || Task Loss: 0.1118 || KD Loss: 0.0289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:55:59 || Estimated Time: 0:28:16
2023-08-07 11:06:31,562 semantic_segmentation INFO: Iters: 149020/150000 || Lr: 0.000216 || Task Loss: 0.1998 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0527|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:56:16 || Estimated Time: 0:27:59
2023-08-07 11:06:48,591 semantic_segmentation INFO: Iters: 149030/150000 || Lr: 0.000214 || Task Loss: 0.1554 || KD Loss: 0.0247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:56:33 || Estimated Time: 0:27:42
2023-08-07 11:07:05,659 semantic_segmentation INFO: Iters: 149040/150000 || Lr: 0.000212 || Task Loss: 0.1802 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:56:50 || Estimated Time: 0:27:25
2023-08-07 11:07:22,740 semantic_segmentation INFO: Iters: 149050/150000 || Lr: 0.000210 || Task Loss: 0.2171 || KD Loss: 0.0333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:57:07 || Estimated Time: 0:27:08
2023-08-07 11:07:39,750 semantic_segmentation INFO: Iters: 149060/150000 || Lr: 0.000208 || Task Loss: 0.2099 || KD Loss: 0.0435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:57:24 || Estimated Time: 0:26:50
2023-08-07 11:07:56,796 semantic_segmentation INFO: Iters: 149070/150000 || Lr: 0.000206 || Task Loss: 0.1414 || KD Loss: 0.0244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:57:41 || Estimated Time: 0:26:33
2023-08-07 11:08:13,874 semantic_segmentation INFO: Iters: 149080/150000 || Lr: 0.000204 || Task Loss: 0.1631 || KD Loss: 0.0282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:57:58 || Estimated Time: 0:26:16
2023-08-07 11:08:30,937 semantic_segmentation INFO: Iters: 149090/150000 || Lr: 0.000202 || Task Loss: 0.2219 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:58:15 || Estimated Time: 0:25:59
2023-08-07 11:08:47,991 semantic_segmentation INFO: Iters: 149100/150000 || Lr: 0.000200 || Task Loss: 0.2216 || KD Loss: 0.0503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:58:32 || Estimated Time: 0:25:42
2023-08-07 11:09:05,074 semantic_segmentation INFO: Iters: 149110/150000 || Lr: 0.000198 || Task Loss: 0.2071 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:58:49 || Estimated Time: 0:25:25
2023-08-07 11:09:22,135 semantic_segmentation INFO: Iters: 149120/150000 || Lr: 0.000196 || Task Loss: 0.1314 || KD Loss: 0.0235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:59:06 || Estimated Time: 0:25:08
2023-08-07 11:09:39,210 semantic_segmentation INFO: Iters: 149130/150000 || Lr: 0.000194 || Task Loss: 0.1184 || KD Loss: 0.0205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:59:23 || Estimated Time: 0:24:50
2023-08-07 11:09:56,328 semantic_segmentation INFO: Iters: 149140/150000 || Lr: 0.000192 || Task Loss: 0.1723 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0644|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:59:40 || Estimated Time: 0:24:33
2023-08-07 11:10:13,389 semantic_segmentation INFO: Iters: 149150/150000 || Lr: 0.000190 || Task Loss: 0.2404 || KD Loss: 0.0400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 22:59:57 || Estimated Time: 0:24:16
2023-08-07 11:10:30,536 semantic_segmentation INFO: Iters: 149160/150000 || Lr: 0.000188 || Task Loss: 0.2465 || KD Loss: 0.0428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:00:15 || Estimated Time: 0:23:59
2023-08-07 11:10:47,664 semantic_segmentation INFO: Iters: 149170/150000 || Lr: 0.000186 || Task Loss: 0.1822 || KD Loss: 0.0431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:00:32 || Estimated Time: 0:23:42
2023-08-07 11:11:04,920 semantic_segmentation INFO: Iters: 149180/150000 || Lr: 0.000184 || Task Loss: 0.1276 || KD Loss: 0.0270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:00:49 || Estimated Time: 0:23:25
2023-08-07 11:11:22,294 semantic_segmentation INFO: Iters: 149190/150000 || Lr: 0.000182 || Task Loss: 0.1331 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:01:06 || Estimated Time: 0:23:08
2023-08-07 11:11:39,617 semantic_segmentation INFO: Iters: 149200/150000 || Lr: 0.000180 || Task Loss: 0.2677 || KD Loss: 0.0272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:01:24 || Estimated Time: 0:22:50
2023-08-07 11:11:56,543 semantic_segmentation INFO: Iters: 149210/150000 || Lr: 0.000178 || Task Loss: 0.2606 || KD Loss: 0.0466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:01:41 || Estimated Time: 0:22:33
2023-08-07 11:12:13,533 semantic_segmentation INFO: Iters: 149220/150000 || Lr: 0.000176 || Task Loss: 0.1379 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:01:58 || Estimated Time: 0:22:16
2023-08-07 11:12:30,473 semantic_segmentation INFO: Iters: 149230/150000 || Lr: 0.000174 || Task Loss: 0.2859 || KD Loss: 0.0729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:02:15 || Estimated Time: 0:21:59
2023-08-07 11:12:47,461 semantic_segmentation INFO: Iters: 149240/150000 || Lr: 0.000172 || Task Loss: 0.2234 || KD Loss: 0.0358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:02:31 || Estimated Time: 0:21:42
2023-08-07 11:13:04,458 semantic_segmentation INFO: Iters: 149250/150000 || Lr: 0.000170 || Task Loss: 0.1923 || KD Loss: 0.0463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:02:48 || Estimated Time: 0:21:25
2023-08-07 11:13:21,333 semantic_segmentation INFO: Iters: 149260/150000 || Lr: 0.000168 || Task Loss: 0.1422 || KD Loss: 0.0264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:03:05 || Estimated Time: 0:21:08
2023-08-07 11:13:38,312 semantic_segmentation INFO: Iters: 149270/150000 || Lr: 0.000166 || Task Loss: 0.1141 || KD Loss: 0.0264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:03:22 || Estimated Time: 0:20:50
2023-08-07 11:13:55,310 semantic_segmentation INFO: Iters: 149280/150000 || Lr: 0.000164 || Task Loss: 0.1583 || KD Loss: 0.0278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:03:39 || Estimated Time: 0:20:33
2023-08-07 11:14:12,178 semantic_segmentation INFO: Iters: 149290/150000 || Lr: 0.000162 || Task Loss: 0.2817 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:03:56 || Estimated Time: 0:20:16
2023-08-07 11:14:29,111 semantic_segmentation INFO: Iters: 149300/150000 || Lr: 0.000160 || Task Loss: 0.1366 || KD Loss: 0.0251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:04:13 || Estimated Time: 0:19:59
2023-08-07 11:14:46,010 semantic_segmentation INFO: Iters: 149310/150000 || Lr: 0.000158 || Task Loss: 0.1537 || KD Loss: 0.0279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:04:30 || Estimated Time: 0:19:42
2023-08-07 11:15:02,906 semantic_segmentation INFO: Iters: 149320/150000 || Lr: 0.000156 || Task Loss: 0.3526 || KD Loss: 0.1005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:04:47 || Estimated Time: 0:19:25
2023-08-07 11:15:19,830 semantic_segmentation INFO: Iters: 149330/150000 || Lr: 0.000154 || Task Loss: 0.2528 || KD Loss: 0.0445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:05:04 || Estimated Time: 0:19:08
2023-08-07 11:15:36,754 semantic_segmentation INFO: Iters: 149340/150000 || Lr: 0.000152 || Task Loss: 0.2219 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:05:21 || Estimated Time: 0:18:51
2023-08-07 11:15:53,705 semantic_segmentation INFO: Iters: 149350/150000 || Lr: 0.000150 || Task Loss: 0.1743 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:05:38 || Estimated Time: 0:18:33
2023-08-07 11:16:10,682 semantic_segmentation INFO: Iters: 149360/150000 || Lr: 0.000147 || Task Loss: 0.1566 || KD Loss: 0.0623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:05:55 || Estimated Time: 0:18:16
2023-08-07 11:16:27,600 semantic_segmentation INFO: Iters: 149370/150000 || Lr: 0.000145 || Task Loss: 0.2441 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:06:12 || Estimated Time: 0:17:59
2023-08-07 11:16:44,547 semantic_segmentation INFO: Iters: 149380/150000 || Lr: 0.000143 || Task Loss: 0.1278 || KD Loss: 0.0292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:06:29 || Estimated Time: 0:17:42
2023-08-07 11:17:01,554 semantic_segmentation INFO: Iters: 149390/150000 || Lr: 0.000141 || Task Loss: 0.1235 || KD Loss: 0.0398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0618|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:06:46 || Estimated Time: 0:17:25
2023-08-07 11:17:18,536 semantic_segmentation INFO: Iters: 149400/150000 || Lr: 0.000139 || Task Loss: 0.1002 || KD Loss: 0.0186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0511|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:07:03 || Estimated Time: 0:17:08
2023-08-07 11:17:35,600 semantic_segmentation INFO: Iters: 149410/150000 || Lr: 0.000137 || Task Loss: 0.1538 || KD Loss: 0.0293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:07:20 || Estimated Time: 0:16:51
2023-08-07 11:17:52,605 semantic_segmentation INFO: Iters: 149420/150000 || Lr: 0.000135 || Task Loss: 0.2401 || KD Loss: 0.0452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:07:37 || Estimated Time: 0:16:33
2023-08-07 11:18:09,683 semantic_segmentation INFO: Iters: 149430/150000 || Lr: 0.000133 || Task Loss: 0.1326 || KD Loss: 0.0303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:07:54 || Estimated Time: 0:16:16
2023-08-07 11:18:26,693 semantic_segmentation INFO: Iters: 149440/150000 || Lr: 0.000131 || Task Loss: 0.1324 || KD Loss: 0.0199|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:08:11 || Estimated Time: 0:15:59
2023-08-07 11:18:43,737 semantic_segmentation INFO: Iters: 149450/150000 || Lr: 0.000129 || Task Loss: 0.1628 || KD Loss: 0.0399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:08:28 || Estimated Time: 0:15:42
2023-08-07 11:19:00,824 semantic_segmentation INFO: Iters: 149460/150000 || Lr: 0.000127 || Task Loss: 0.2380 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:08:45 || Estimated Time: 0:15:25
2023-08-07 11:19:17,891 semantic_segmentation INFO: Iters: 149470/150000 || Lr: 0.000124 || Task Loss: 0.1070 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0560|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:09:02 || Estimated Time: 0:15:08
2023-08-07 11:19:34,933 semantic_segmentation INFO: Iters: 149480/150000 || Lr: 0.000122 || Task Loss: 0.1276 || KD Loss: 0.0237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0584|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:09:19 || Estimated Time: 0:14:51
2023-08-07 11:19:52,014 semantic_segmentation INFO: Iters: 149490/150000 || Lr: 0.000120 || Task Loss: 0.1723 || KD Loss: 0.0280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:09:36 || Estimated Time: 0:14:33
2023-08-07 11:20:09,075 semantic_segmentation INFO: Iters: 149500/150000 || Lr: 0.000118 || Task Loss: 0.2462 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:09:53 || Estimated Time: 0:14:16
2023-08-07 11:20:26,144 semantic_segmentation INFO: Iters: 149510/150000 || Lr: 0.000116 || Task Loss: 0.1910 || KD Loss: 0.0506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:10:10 || Estimated Time: 0:13:59
2023-08-07 11:20:43,235 semantic_segmentation INFO: Iters: 149520/150000 || Lr: 0.000114 || Task Loss: 0.2172 || KD Loss: 0.0413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:10:27 || Estimated Time: 0:13:42
2023-08-07 11:21:00,265 semantic_segmentation INFO: Iters: 149530/150000 || Lr: 0.000112 || Task Loss: 0.1684 || KD Loss: 0.0351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:10:44 || Estimated Time: 0:13:25
2023-08-07 11:21:17,346 semantic_segmentation INFO: Iters: 149540/150000 || Lr: 0.000110 || Task Loss: 0.1863 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:11:01 || Estimated Time: 0:13:08
2023-08-07 11:21:34,422 semantic_segmentation INFO: Iters: 149550/150000 || Lr: 0.000107 || Task Loss: 0.1890 || KD Loss: 0.0302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:11:18 || Estimated Time: 0:12:51
2023-08-07 11:21:51,495 semantic_segmentation INFO: Iters: 149560/150000 || Lr: 0.000105 || Task Loss: 0.1886 || KD Loss: 0.0284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:11:36 || Estimated Time: 0:12:34
2023-08-07 11:22:08,533 semantic_segmentation INFO: Iters: 149570/150000 || Lr: 0.000103 || Task Loss: 0.2234 || KD Loss: 0.0349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:11:53 || Estimated Time: 0:12:16
2023-08-07 11:22:25,610 semantic_segmentation INFO: Iters: 149580/150000 || Lr: 0.000101 || Task Loss: 0.2360 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:12:10 || Estimated Time: 0:11:59
2023-08-07 11:22:42,675 semantic_segmentation INFO: Iters: 149590/150000 || Lr: 0.000099 || Task Loss: 0.1975 || KD Loss: 0.0416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0590|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:12:27 || Estimated Time: 0:11:42
2023-08-07 11:22:59,743 semantic_segmentation INFO: Iters: 149600/150000 || Lr: 0.000097 || Task Loss: 0.2059 || KD Loss: 0.0404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:12:44 || Estimated Time: 0:11:25
2023-08-07 11:22:59,824 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-07 11:23:00,651 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-08-07 11:23:00,774 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.513
2023-08-07 11:23:00,894 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.529
2023-08-07 11:23:01,018 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.552
2023-08-07 11:23:01,143 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.978, mIoU: 0.555
2023-08-07 11:23:01,267 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.557
2023-08-07 11:23:01,387 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.592
2023-08-07 11:23:01,508 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.628
2023-08-07 11:23:01,634 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.677
2023-08-07 11:23:01,759 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.731
2023-08-07 11:23:01,885 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.738
2023-08-07 11:23:02,012 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.765
2023-08-07 11:23:02,140 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.766
2023-08-07 11:23:02,264 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.758
2023-08-07 11:23:02,387 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.756
2023-08-07 11:23:02,510 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.746
2023-08-07 11:23:02,631 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.747
2023-08-07 11:23:02,752 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.752
2023-08-07 11:23:02,881 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.757
2023-08-07 11:23:03,010 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.764
2023-08-07 11:23:03,136 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.764
2023-08-07 11:23:03,259 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.758
2023-08-07 11:23:03,381 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.755
2023-08-07 11:23:03,503 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.761
2023-08-07 11:23:03,624 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.772
2023-08-07 11:23:03,744 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.775
2023-08-07 11:23:03,872 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 11:23:04,005 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 11:23:04,128 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-07 11:23:04,254 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.763
2023-08-07 11:23:04,378 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.761
2023-08-07 11:23:04,497 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-07 11:23:04,616 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 11:23:04,737 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-07 11:23:04,856 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 11:23:04,973 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-07 11:23:05,095 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-07 11:23:05,221 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-07 11:23:05,349 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-07 11:23:05,476 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-07 11:23:05,601 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-07 11:23:05,722 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 11:23:05,841 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-07 11:23:05,961 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-07 11:23:06,079 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-07 11:23:06,197 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-07 11:23:06,323 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.751
2023-08-07 11:23:06,455 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-07 11:23:06,579 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.752
2023-08-07 11:23:06,705 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 11:23:06,829 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-07 11:23:06,950 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-07 11:23:07,072 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-07 11:23:07,194 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.762
2023-08-07 11:23:07,314 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.761
2023-08-07 11:23:07,432 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 11:23:07,556 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.764
2023-08-07 11:23:07,686 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.770
2023-08-07 11:23:07,813 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.773
2023-08-07 11:23:07,939 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.771
2023-08-07 11:23:08,063 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.774
2023-08-07 11:23:08,184 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.776
2023-08-07 11:23:08,304 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.774
2023-08-07 11:23:08,423 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.775
2023-08-07 11:23:08,541 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 11:23:08,659 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.777
2023-08-07 11:23:08,787 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.776
2023-08-07 11:23:08,920 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.778
2023-08-07 11:23:09,046 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.776
2023-08-07 11:23:09,171 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.776
2023-08-07 11:23:09,292 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.776
2023-08-07 11:23:09,414 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.776
2023-08-07 11:23:09,536 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.776
2023-08-07 11:23:09,655 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.775
2023-08-07 11:23:09,774 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.776
2023-08-07 11:23:09,891 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.776
2023-08-07 11:23:10,018 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.776
2023-08-07 11:23:10,151 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.775
2023-08-07 11:23:10,275 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.775
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2023-08-07 11:23:11,013 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.769
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2023-08-07 11:24:00,049 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:24:00,178 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:24:00,303 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:24:00,432 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:24:00,561 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:24:00,684 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:24:00,809 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.959, mIoU: 0.773
2023-08-07 11:24:00,936 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.958, mIoU: 0.773
2023-08-07 11:24:01,064 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:01,189 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:01,310 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:01,433 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:01,556 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:01,678 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:01,798 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:01,915 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:02,047 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:02,180 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:02,305 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:02,434 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:02,565 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:02,688 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.959, mIoU: 0.774
2023-08-07 11:24:19,744 semantic_segmentation INFO: Iters: 149610/150000 || Lr: 0.000095 || Task Loss: 0.2011 || KD Loss: 0.0402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:14:04 || Estimated Time: 0:11:08
2023-08-07 11:24:36,676 semantic_segmentation INFO: Iters: 149620/150000 || Lr: 0.000092 || Task Loss: 0.1820 || KD Loss: 0.0238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0678|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:14:21 || Estimated Time: 0:10:51
2023-08-07 11:24:53,660 semantic_segmentation INFO: Iters: 149630/150000 || Lr: 0.000090 || Task Loss: 0.1455 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0548|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:14:38 || Estimated Time: 0:10:34
2023-08-07 11:25:10,661 semantic_segmentation INFO: Iters: 149640/150000 || Lr: 0.000088 || Task Loss: 0.2249 || KD Loss: 0.0432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:14:55 || Estimated Time: 0:10:17
2023-08-07 11:25:27,669 semantic_segmentation INFO: Iters: 149650/150000 || Lr: 0.000086 || Task Loss: 0.1125 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0546|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:15:12 || Estimated Time: 0:09:59
2023-08-07 11:25:44,581 semantic_segmentation INFO: Iters: 149660/150000 || Lr: 0.000084 || Task Loss: 0.1475 || KD Loss: 0.0368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:15:29 || Estimated Time: 0:09:42
2023-08-07 11:26:01,529 semantic_segmentation INFO: Iters: 149670/150000 || Lr: 0.000081 || Task Loss: 0.1244 || KD Loss: 0.0274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:15:46 || Estimated Time: 0:09:25
2023-08-07 11:26:18,444 semantic_segmentation INFO: Iters: 149680/150000 || Lr: 0.000079 || Task Loss: 0.1592 || KD Loss: 0.0429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:16:02 || Estimated Time: 0:09:08
2023-08-07 11:26:35,380 semantic_segmentation INFO: Iters: 149690/150000 || Lr: 0.000077 || Task Loss: 0.1083 || KD Loss: 0.0239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:16:19 || Estimated Time: 0:08:51
2023-08-07 11:26:52,311 semantic_segmentation INFO: Iters: 149700/150000 || Lr: 0.000075 || Task Loss: 0.1779 || KD Loss: 0.0267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:16:36 || Estimated Time: 0:08:34
2023-08-07 11:27:09,233 semantic_segmentation INFO: Iters: 149710/150000 || Lr: 0.000072 || Task Loss: 0.1775 || KD Loss: 0.0491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:16:53 || Estimated Time: 0:08:17
2023-08-07 11:27:26,116 semantic_segmentation INFO: Iters: 149720/150000 || Lr: 0.000070 || Task Loss: 0.2264 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:17:10 || Estimated Time: 0:07:59
2023-08-07 11:27:43,103 semantic_segmentation INFO: Iters: 149730/150000 || Lr: 0.000068 || Task Loss: 0.1969 || KD Loss: 0.0555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:17:27 || Estimated Time: 0:07:42
2023-08-07 11:28:00,171 semantic_segmentation INFO: Iters: 149740/150000 || Lr: 0.000066 || Task Loss: 0.1960 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:17:44 || Estimated Time: 0:07:25
2023-08-07 11:28:17,167 semantic_segmentation INFO: Iters: 149750/150000 || Lr: 0.000063 || Task Loss: 0.1616 || KD Loss: 0.0281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:18:01 || Estimated Time: 0:07:08
2023-08-07 11:28:34,250 semantic_segmentation INFO: Iters: 149760/150000 || Lr: 0.000061 || Task Loss: 0.3163 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:18:18 || Estimated Time: 0:06:51
2023-08-07 11:28:51,221 semantic_segmentation INFO: Iters: 149770/150000 || Lr: 0.000059 || Task Loss: 0.0839 || KD Loss: 0.0305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:18:35 || Estimated Time: 0:06:34
2023-08-07 11:29:08,302 semantic_segmentation INFO: Iters: 149780/150000 || Lr: 0.000057 || Task Loss: 0.3120 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:18:52 || Estimated Time: 0:06:17
2023-08-07 11:29:25,362 semantic_segmentation INFO: Iters: 149790/150000 || Lr: 0.000054 || Task Loss: 0.1962 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:19:09 || Estimated Time: 0:05:59
2023-08-07 11:29:42,435 semantic_segmentation INFO: Iters: 149800/150000 || Lr: 0.000052 || Task Loss: 0.2592 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:19:26 || Estimated Time: 0:05:42
2023-08-07 11:29:59,505 semantic_segmentation INFO: Iters: 149810/150000 || Lr: 0.000050 || Task Loss: 0.1988 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:19:44 || Estimated Time: 0:05:25
2023-08-07 11:30:16,552 semantic_segmentation INFO: Iters: 149820/150000 || Lr: 0.000047 || Task Loss: 0.1334 || KD Loss: 0.0263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0529|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:20:01 || Estimated Time: 0:05:08
2023-08-07 11:30:33,646 semantic_segmentation INFO: Iters: 149830/150000 || Lr: 0.000045 || Task Loss: 0.1591 || KD Loss: 0.0258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:20:18 || Estimated Time: 0:04:51
2023-08-07 11:30:50,549 semantic_segmentation INFO: Iters: 149840/150000 || Lr: 0.000043 || Task Loss: 0.1386 || KD Loss: 0.0329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:20:35 || Estimated Time: 0:04:34
2023-08-07 11:31:07,630 semantic_segmentation INFO: Iters: 149850/150000 || Lr: 0.000040 || Task Loss: 0.2169 || KD Loss: 0.0330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:20:52 || Estimated Time: 0:04:17
2023-08-07 11:31:24,688 semantic_segmentation INFO: Iters: 149860/150000 || Lr: 0.000038 || Task Loss: 0.1639 || KD Loss: 0.0252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:21:09 || Estimated Time: 0:03:59
2023-08-07 11:31:41,765 semantic_segmentation INFO: Iters: 149870/150000 || Lr: 0.000035 || Task Loss: 0.1667 || KD Loss: 0.0345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:21:26 || Estimated Time: 0:03:42
2023-08-07 11:31:58,821 semantic_segmentation INFO: Iters: 149880/150000 || Lr: 0.000033 || Task Loss: 0.2594 || KD Loss: 0.0513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:21:43 || Estimated Time: 0:03:25
2023-08-07 11:32:15,906 semantic_segmentation INFO: Iters: 149890/150000 || Lr: 0.000030 || Task Loss: 0.1153 || KD Loss: 0.0254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:22:00 || Estimated Time: 0:03:08
2023-08-07 11:32:32,970 semantic_segmentation INFO: Iters: 149900/150000 || Lr: 0.000028 || Task Loss: 0.2275 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:22:17 || Estimated Time: 0:02:51
2023-08-07 11:32:50,053 semantic_segmentation INFO: Iters: 149910/150000 || Lr: 0.000025 || Task Loss: 0.1546 || KD Loss: 0.0295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:22:34 || Estimated Time: 0:02:34
2023-08-07 11:33:07,163 semantic_segmentation INFO: Iters: 149920/150000 || Lr: 0.000023 || Task Loss: 0.2161 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:22:51 || Estimated Time: 0:02:17
2023-08-07 11:33:24,223 semantic_segmentation INFO: Iters: 149930/150000 || Lr: 0.000020 || Task Loss: 0.2582 || KD Loss: 0.0465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:23:08 || Estimated Time: 0:01:59
2023-08-07 11:33:41,286 semantic_segmentation INFO: Iters: 149940/150000 || Lr: 0.000018 || Task Loss: 0.2219 || KD Loss: 0.0355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:23:25 || Estimated Time: 0:01:42
2023-08-07 11:33:58,370 semantic_segmentation INFO: Iters: 149950/150000 || Lr: 0.000015 || Task Loss: 0.1742 || KD Loss: 0.0206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:23:42 || Estimated Time: 0:01:25
2023-08-07 11:34:15,358 semantic_segmentation INFO: Iters: 149960/150000 || Lr: 0.000012 || Task Loss: 0.2279 || KD Loss: 0.0394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:23:59 || Estimated Time: 0:01:08
2023-08-07 11:34:32,430 semantic_segmentation INFO: Iters: 149970/150000 || Lr: 0.000010 || Task Loss: 0.1257 || KD Loss: 0.0369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:24:16 || Estimated Time: 0:00:51
2023-08-07 11:34:49,491 semantic_segmentation INFO: Iters: 149980/150000 || Lr: 0.000007 || Task Loss: 0.1584 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:24:34 || Estimated Time: 0:00:34
2023-08-07 11:35:06,419 semantic_segmentation INFO: Iters: 149990/150000 || Lr: 0.000004 || Task Loss: 0.1070 || KD Loss: 0.0194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:24:50 || Estimated Time: 0:00:17
2023-08-07 11:35:23,438 semantic_segmentation INFO: Iters: 150000/150000 || Lr: 0.000000 || Task Loss: 0.1986 || KD Loss: 0.0318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 23:25:07 || Estimated Time: 0:00:00
2023-08-07 11:35:23,623 semantic_segmentation INFO: Total training time: 2 days, 23:25:08.161943 (1.7141s / it)
